Accessible Version

A. Corporate Bond Spreads to 10-Year Treasury

It measures high-yield spreads by a solid red line. It is measured on the right side y-axis that ranges from 200 to 2200 basis points. It measures triple-b by a solid black line on the left side y-axis that ranges from 100 to 750 basis points. The x-axis ranges from 2007 to 2020. The data are daily. There is a black vertical line on March 23, 2020 labeled PMCCF/SMCCF. There is a second vertical black line at April 9, 2020 labeled PMCCF/SMCC expanded. The High-yield line begins around 300 basis points in 2007. It then jumps to its peak of almost 2000 basis points in late 2008. It then drops quickly to about 450 basis points in early 2010. It then ranges from roughly 400 to 800 from 2010 to 2020 with small spikes in 2012 and 2016. In 2020, the figure zooms in on the data to show the red line going from 400 to roughly 800 in March and leveling off around 600 on April 23, 2020. Thereafter, the red line continues a slow descent to a little less than 500 basis points in late October. The Triple-B line begins around 120 basis points in 2007. It then jumps to its peak of almost 680 in 2008. It then drops quickly to 110 in very early 2010. It then ranges from roughly 200 to 300 from 2010 to 2020 with small spikes in 2012 and 2016. In 2020, the figure zooms in on the data to show the black line going from 150 to roughly 400 in March and leveling off around 250 on April 23, 2020. Thereafter, the black line continues to slowly decrease through October and near the end of October is a little more than 150 basis points.

Note: The shaded area with a top cap represents an expanded window focusing on the period from February 17 onward. The triple-B reflects the effective yield of the ICE Bank of America Merrill Lynch triple-B U.S. Corporate Index (C0A4), and the high yield reflects the effective yield of the ICE BofAML U.S. High Yield Index (H0A0). Treasury yields from smoothed yield curve are estimated from off-the-run securities. Spreads over 10-year Treasury yield. PMCCF is the Primary Market Corporate Credit Facility, and SMCCF is the Secondary Market Corporate Credit Facility.

Source: ICE Data Indices, LLC, used with permission.

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B. Municipal Bond Yields, by rating

The x axis ranges from 2018 to 2020. The Y axis ranges from 0 to 5 percent. The data is business daily. There are two variables charted on the plot. The first line is labeled Triple-A; is designated by a solid black line; and ranges from 0.95% to 2.78%. This variable starts at about 2 percent in 2018 and begins to increase in late 2018 to 2.75 percent. After increasing in late 2018, there is a steady decline throughout 2019 and into the early part of 2020 where it hits the minimum value of 0.95 percent. In mid-March, the line spikes up to the maximum value of 2.78 percent and then equally as suddenly begins to decrease to about 1.5 percent. Thereafter, there are much less notable spikes around early April and May. After the spike in early May, the line continually decreases throughout the third quarter of 2020 until August where the line begins to gradually increase all the way through October. The line ends at 1.3 percent in mid-October. The second line is labeled Triple B; is designated by a solid red line; and ranges from 1.8% to 4.2%. This variable starts at about 3 percent in 2018 and slightly increases to 3.5 percent in late 2018. After increasing in late 2018, there is a steady decline throughout 2019 and into the early part of 2020 where it hits the minimum value of 1.8 percent. In mid-March, the line spikes up to the maximum value of 4.2 percent and then equally as suddenly begins to decrease to about 3.5 percent. Thereafter, there are much less notable spikes around early April and May. After the spike in early May, the line continually decreases throughout the third quarter of 2020 until August where the line begins to gradually increase all the way through October. The line ends at 3 percent in mid-October.

Source: ICE Data Indices, LLC.

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C. Municipal Bond Spreads, by Rating

The x axis ranges from January 2020 to October 2020. The Y axis ranges from -200 to 500 in basis point units. The data is business daily. There are two variables charted on the plot. The first line is labeled Triple-A; is designated by a solid black line; and ranges from -55 basis points to 216 basis points. This variable starts at -43 basis points and remains near this value through January and February. The line spikes sharply in late March to 216 basis points and then in early April decreases to 64 basis points. There is one less notable spike in mid-April and, thereafter, the line decreases throughout June before leveling out. The last value is 6.6 basis points in mid-October. The second line is labeled Triple-B; is designated by a solid red line; and ranges from 14 basis points to 376 basis points. This variable starts at 29 basis points and remains near this value through January and February. The line spikes sharply in late March to 376 basis points and then in early April decreases to 250 basis points. There is one less notable spike in mid-April and, thereafter, the line decreases fairly significantly throughout August before leveling out. The last value is 163 basis points in mid-October.

Note: Spreads on municipal bonds are relative to comparable-maturity Treasury yields.

Source: ICE Data Indices, LLC.

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D. Cumulative Corporate Credit Issuance

Billions of dollars

Week Number Average investment-grade (2015-19, left scale) Average high-yield (2015-19, right scale) Investment-grade (2020 YTD, left scale) High-yield (2020 YTD, right scale)
1 0.00 0.00 0.00 0.00
2 23.61 0.26 61.93 10.20
3 53.37 4.14 92.34 20.13
4 89.55 9.62 116.29 34.30
5 111.67 13.99 127.89 38.24
6 132.37 20.89 148.50 51.89
7 148.68 27.21 178.60 61.39
8 161.72 29.28 209.80 68.15
9 192.44 33.64 210.15 68.15
10 230.41 39.21 238.93 71.77
11 277.25 48.49 246.08 71.77
12 300.80 56.67 308.77 71.77
13 321.30 60.50 420.22 71.77
14 336.29 66.11 533.12 75.17
15 356.44 70.52 570.42 77.55
16 369.21 77.67 624.87 93.30
17 390.72 83.45 662.27 105.87
18 412.62 89.39 749.20 109.62
19 435.85 93.89 841.92 119.20
20 482.41 101.67 901.86 130.70
21 515.20 107.35 946.53 141.10
22 538.87 112.47 982.06 152.94
23 559.46 118.53 1028.96 165.97
24 588.54 123.58 1052.48 176.17
25 610.27 128.86 1102.04 198.40
26 626.06 133.67 1123.44 205.75
27 632.78 138.43 1139.31 209.57
28 645.07 138.63 1159.46 217.37
29 674.42 140.61 1170.86 223.14
30 702.99 145.88 1177.59 228.10
31 726.64 149.74 1201.74 235.06
32 750.95 155.54 1235.49 248.82
33 785.17 162.88 1282.31 271.22
34 805.32 166.13 1317.41 279.70
35 809.88 167.14 1334.67 280.68
36 813.11 167.14 1337.99 283.18
37 853.47 171.39 1405.54 298.03
38 893.94 181.30    
39 918.75 187.66    
40 932.85 193.61    
41 952.12 196.95    
42 967.44 199.79    
43 989.17 201.84    
44 1008.37 205.39    
45 1034.99 210.82    
46 1059.29 215.44    
47 1089.31 221.61    
48 1106.84 227.12    
49 1119.79 230.88    
50 1137.94 236.07    
51 1147.53 239.49    
52 1147.83 241.68    
53 1148.07 241.71    

Source: S&P Global, Leveraged Commentary & Data.

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E. 2020 Weekly Municipal Bond Issuance, by Rating

The x-axis ranges from January 2020 to September 2020. The Y axis ranges from 0 to 22 in billions of dollars. The data is weekly. There are four black dotted lines in the chart. The first dotted black line is at March 27th, 2020 and labeled “A.” The second dotted black line is at April 10th, 2020 and labeled “B.” The third dotted black line is at May 15th, 2020 and labeled “B.” The fourth dotted black line is at August 7th, 2020 and labeled “D.” There are five variables charted on the plot. The overall trend in the chart is a collapse in issuance in March 2020 and then a return to more normal levels thereafter. The first section of the bars is labeled Double-A; is designated by the tan section of the bar; and ranges from 250 million to 10 billion. The second section of the bars is labeled Triple-A; is designated by the dark blue section of the bar; and ranges from 0 to 4.75 billion. The third section of the bars is labeled A; is designated by the orange section of the bar; and ranges from 0 million to 3 billion. The fourth section of the bars is labeled Triple-B; is designated by the light blue section of the bar; and ranges from 0 million to 2.5 billion. The fifth section of the bars is labeled Triple-B; is designated by the grey section of the bar; and ranges from 0 million to 375 million.

Note: Key identifies bars in order from bottom to top.

Source: Bloomberg.

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F. Consumer ABS Spreads (3-Year Triple-A)

The x-axis ranges from February 2020 to October 2020. The Y axis ranges from 0 to 350 in basis point units. The data is weekly. There is a solid black line at March 23th, 2020 and labeled “TALF announcement.” There are three variables charted on the plot. The first line is labeled “FFELP student loans”; is designated by a solid light blue line; and ranges from 50 to 180 basis points. This variable in mid-March spikes to 180 basis points and decreases quickly into early April. The variable continues to decrease through July and starts to level out thereafter. The last value for the variable is 70 basis points. The second line is labeled “Fixed credit cards”; is designated by a solid orange line; and ranges from 12 to 200 basis points. This variable in mid-March spikes to 180 basis points and decreases sharply into early April. The variable continues to decrease through May and starts to level out thereafter. The last value for the variable is 13 basis points. The third line is labeled “Fixed prime auto”; is designated by a solid grey line; and ranges from 19 to 200 basis points. This variable in mid-March spikes to 200 basis points and decreases sharply into early April. The variable increases in mid-April and then continues to decrease into June. Thereafter, the variable starts to level out and remains near its last value of 19 basis points.

Note: TALF is the Term Asset-Backed Securities Loan Facility. Spreads are to the swap rate for credit card and auto asset-backed securities (ABS) and to 3-month LIBOR (London interbank offered rate) for student loans. FFELP is Federal Family Education Loan Program.

Source: JPMorgan Chase & Co.

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A. Indicative U.S. Treasury Bid-Ask Spreads

The x-axis measures time and ranges from March 02, 2020 to September 11, 2020. The data is daily. There are two solid black lines in the chart. The first solid black line is at March 15th, 2020 and is labeled “Asset purchases announced.” The second solid black line is at March 23rd, 2020 and is labeled “Asset purchases expanded.” There are 3 variables charted on the plot. The left y-axis measures Cents per $100 and ranges from 0 to 60 with 2 variables associated with it. The first line is labeled ‘On-the-run bid-ask spread’; is designated by a red line; and ranges from 0 to 5. The variable rises gradually from March 2 to a peak of about 6 on March 10 before declining gradually to about 2 during early April. Thereafter, the variable remains steady around this level through September 25th. The last value for the variable is 1.56. The second variable is labeled 'First off-the-run bid-ask spread' and is designated by a blue line. It ranges from 0 to 35. The variable rises steadily from March 2 to a peak of about 30 on March 16 before declining gradually to 10 in early April. The variable continues to decline throughout April and levels out at around 3 in mid-May. Thereafter, the variable remains near this level through September 25th. The last value for the variable is about 2.5. The right y-axis measures Billions of Dollars and ranges from 0 to 2,800 with 1 variable associated with it. The third line is labeled “Cumulative FED UST purchases since March 1” and is designated by a black line. It ranges from 0 to 2,000 billions of dollars. The variable rises steadily from March 1 till mid-May where it continues to increase but at a slower rate. The last value is 1990 billions of dollars on September 25th.

Note: Indicative bid-ask spreads for 10-year Treasury note. The bid-ask spread for a security is the difference between the bid price and the ask price, where the "bid" is the price to buy a security and the "ask" is the price to sell it. On March 15, the Federal Open Market Committee announced an increase of its holdings of Treasury securities by at least $500 billion and its holdings of agency mortgage-backed securities by at least $200 billion. On March 23, the Federal Reserve announced it would continue to purchase Treasury securities and agency mortgage-backed securities in the amounts needed to support smooth market functioning and effective transmission of monetary policy to broader financial conditions. UST is U.S. Treasury securities.

Source: Federal Reserve Bank of New York.

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B. 1-Month Funding Market Spreads for Investment-Grade Nonfinancial Corporations

The x-axis measure time and ranges from February 14 to April 29. The data is daily. The y-axis is measured in basis points and ranges from 0 to 600. There is one solid black line at March 23rd, 2020 labeled “CPFF and MMLF terms adjusted.” There are 2 lines plotted on this chart. The first line is labeled “AA nonfinancial CP” and is designated by a black line. It begins at -1 in February and rises gradually up to a peak of about 180 on March 31. It then drops to near 24 on April 17th, 2020 and remains there through October 26th, 2020. The second line is labeled “A2/P2 nonfinancial CP” and is designated by a blue line. It starts at 15 and rises sharply to about 100 by March 10. It then rises steeply to around 350 by March 12 and stays flat until March 30. It then declines steadily to about 150 on April 12th, 2020. In mid- and late- May there are two spikes in the series and after the second spike the series declines and levels out through October 2020. The last value in the series is 7.45 on October 26th, 2020.

Note: All spreads are to overnight index swaps of the same tenor. CP is commercial paper and CPFF is the Commercial Paper Funding Facility. MMLF is the Money Market Mutual Fund Liquidity Facility. MMLF operations began on March 23. On the same day, the Federal Reserve announced that the MMLF would be expanded to include negotiable certificates of deposit and variable-rate demand notes. CPFF operations began on April 14. Neither DTCC Solutions LLC nor any of its affiliates shall be responsible for any errors or omissions in any DTCC data included in this publication, regardless of the cause, and in no event shall DTCC or any of its affiliates be liable for any direct, indirect, special, or consequential damages, costs, expenses, legal fees, or losses (including lost income or lost profit, trading losses, and opportunity costs) in connection with this publication.

Source: Board of Governors of the Federal Reserve System; DTCC Solutions LLC, an affiliate of the Depository Trust & Clearing Corporation.

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C. Outstanding Balances of Emergency Lending Facilities

Billions of dollars

Week PDCF MMLF CPFF
March 25, 2020 27.72 30.63 0.00
April 1, 2020 33.05 52.67 0.00
April 8, 2020 33.02 53.17 0.00
April 15, 2020 33.41 50.66 0.95
April 22, 2020 31.53 48.81 2.71
April 29, 2020 25.50 46.28 3.35
May 6, 2020 14.90 42.76 3.95
May 13, 2020 10.29 39.82 4.26
May 20, 2020 7.50 36.45 4.26
May 27, 2020 6.24 33.24 4.26
June 3, 2020 5.85 29.86 4.26
June 10, 2020 5.83 26.98 4.25
June 17, 2020 5.31 24.68 4.25
June 24, 2020 3.62 22.89 4.25
July 1, 2020 2.49 20.64 4.25
July 8, 2020 1.87 18.93 4.25
July 15, 2020 1.70 18.64 2.10
July 22, 2020 1.90 17.54 1.55
July 29, 2020 1.79 14.27 0.34
August 5, 2020 1.16 12.25 0.09
August 12, 2020 0.69 11.48 0.03
August 19, 2020 0.69 10.84 0.03
August 26, 2020 0.24 9.96 0.03
September 2, 2020 0.24 9.14 0.03
September 9, 2020 0.24 7.89 0.03
September 16, 2020 0.26 7.44 0.03
September 23, 2020 0.23 7.34 0.03
September 30, 2020 0.23 7.09 0.03

Note: PDCF is Primary Dealer Credit Facility. MMLF is the Money Market Mutual Fund Liquidity Facility. CPFF is the Commercial Paper Funding Facility.

Source: Federal Reserve Board, Statistical Release H.4.1, "Factors Affecting Reserve Balances."

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1-1. Yields on Nominal Treasury Securities

percent, annual rate

Date 2-Year 10-Year
1/16/1997 6.01 6.58
2/15/1997 5.9 6.42
3/16/1997 6.22 6.69
4/16/1997 6.45 6.89
5/16/1997 6.28 6.71
6/16/1997 6.09 6.49
7/16/1997 5.89 6.22
8/16/1997 5.94 6.3
9/16/1997 5.88 6.21
10/16/1997 5.77 6.03
11/16/1997 5.71 5.88
12/16/1997 5.72 5.81
1/16/1998 5.36 5.54
2/15/1998 5.42 5.57
3/16/1998 5.56 5.65
4/16/1998 5.56 5.64
5/16/1998 5.59 5.65
6/16/1998 5.52 5.5
7/16/1998 5.46 5.46
8/16/1998 5.27 5.34
9/16/1998 4.67 4.81
10/16/1998 4.09 4.53
11/16/1998 4.54 4.83
12/16/1998 4.51 4.65
1/16/1999 4.62 4.72
2/15/1999 4.88 5
3/16/1999 5.05 5.23
4/16/1999 4.98 5.18
5/16/1999 5.25 5.54
6/16/1999 5.62 5.9
7/16/1999 5.55 5.79
8/16/1999 5.68 5.94
9/16/1999 5.66 5.92
10/16/1999 5.86 6.11
11/16/1999 5.86 6.03
12/16/1999 6.1 6.28
1/16/2000 6.44 6.66
2/15/2000 6.61 6.52
3/16/2000 6.53 6.26
4/16/2000 6.4 5.99
5/16/2000 6.81 6.44
6/16/2000 6.48 6.1
7/16/2000 6.34 6.05
8/16/2000 6.23 5.83
9/16/2000 6.08 5.8
10/16/2000 5.91 5.74
11/16/2000 5.88 5.72
12/16/2000 5.35 5.24
1/16/2001 4.76 5.16
2/15/2001 4.66 5.1
3/16/2001 4.34 4.89
4/16/2001 4.23 5.14
5/16/2001 4.26 5.39
6/16/2001 4.08 5.28
7/16/2001 4.04 5.24
8/16/2001 3.76 4.97
9/16/2001 3.12 4.73
10/16/2001 2.73 4.57
11/16/2001 2.78 4.65
12/16/2001 3.11 5.09
1/16/2002 3.03 5.04
2/15/2002 3.02 4.91
3/16/2002 3.56 5.28
4/16/2002 3.42 5.21
5/16/2002 3.26 5.16
6/16/2002 2.99 4.93
7/16/2002 2.56 4.65
8/16/2002 2.13 4.26
9/16/2002 2 3.87
10/16/2002 1.91 3.94
11/16/2002 1.92 4.05
12/16/2002 1.84 4.03
1/16/2003 1.74 4.05
2/15/2003 1.63 3.9
3/16/2003 1.57 3.81
4/16/2003 1.62 3.96
5/16/2003 1.42 3.57
6/16/2003 1.23 3.33
7/16/2003 1.47 3.98
8/16/2003 1.86 4.45
9/16/2003 1.71 4.27
10/16/2003 1.75 4.29
11/16/2003 1.93 4.3
12/16/2003 1.91 4.27
1/16/2004 1.76 4.15
2/15/2004 1.74 4.08
3/16/2004 1.58 3.83
4/16/2004 2.07 4.35
5/16/2004 2.53 4.72
6/16/2004 2.76 4.73
7/16/2004 2.64 4.5
8/16/2004 2.51 4.28
9/16/2004 2.53 4.13
10/16/2004 2.58 4.1
11/16/2004 2.85 4.19
12/16/2004 3.01 4.23
1/16/2005 3.22 4.22
2/15/2005 3.38 4.17
3/16/2005 3.73 4.5
4/16/2005 3.65 4.34
5/16/2005 3.64 4.14
6/16/2005 3.64 4
7/16/2005 3.87 4.18
8/16/2005 4.04 4.26
9/16/2005 3.95 4.2
10/16/2005 4.27 4.46
11/16/2005 4.42 4.54
12/16/2005 4.4 4.47
1/16/2006 4.4 4.42
2/15/2006 4.67 4.57
3/16/2006 4.73 4.72
4/16/2006 4.89 4.99
5/16/2006 4.97 5.11
6/16/2006 5.12 5.11
7/16/2006 5.12 5.09
8/16/2006 4.9 4.88
9/16/2006 4.77 4.72
10/16/2006 4.8 4.73
11/16/2006 4.74 4.6
12/16/2006 4.67 4.56
1/16/2007 4.88 4.76
2/15/2007 4.85 4.72
3/16/2007 4.57 4.56
4/16/2007 4.67 4.69
5/16/2007 4.77 4.75
6/16/2007 4.98 5.1
7/16/2007 4.82 5
8/16/2007 4.31 4.67
9/16/2007 4.01 4.52
10/16/2007 3.97 4.53
11/16/2007 3.34 4.15
12/16/2007 3.12 4.1
1/16/2008 2.48 3.74
2/15/2008 1.97 3.74
3/16/2008 1.62 3.51
4/16/2008 2.05 3.68
5/16/2008 2.45 3.88
6/16/2008 2.77 4.1
7/16/2008 2.57 4.01
8/16/2008 2.42 3.89
9/16/2008 2.08 3.69
10/16/2008 1.61 3.81
11/16/2008 1.21 3.53
12/16/2008 0.82 2.42
1/16/2009 0.81 2.52
2/15/2009 0.98 2.87
3/16/2009 0.93 2.82
4/16/2009 0.93 2.93
5/16/2009 0.93 3.29
6/16/2009 1.18 3.72
7/16/2009 1.02 3.56
8/16/2009 1.12 3.59
9/16/2009 0.96 3.4
10/16/2009 0.95 3.39
11/16/2009 0.8 3.4
12/16/2009 0.87 3.59
1/16/2010 0.93 3.73
2/15/2010 0.86 3.69
3/16/2010 0.96 3.73
4/16/2010 1.06 3.85
5/16/2010 0.83 3.42
6/16/2010 0.72 3.2
7/16/2010 0.62 3.01
8/16/2010 0.52 2.7
9/16/2010 0.48 2.65
10/16/2010 0.38 2.54
11/16/2010 0.45 2.76
12/16/2010 0.62 3.29
1/16/2011 0.61 3.39
2/15/2011 0.77 3.58
3/16/2011 0.7 3.41
4/16/2011 0.73 3.46
5/16/2011 0.56 3.17
6/16/2011 0.41 3
7/16/2011 0.41 3
8/16/2011 0.23 2.3
9/16/2011 0.21 1.98
10/16/2011 0.28 2.15
11/16/2011 0.25 2.01
12/16/2011 0.26 1.98
1/16/2012 0.24 1.97
2/15/2012 0.28 1.97
3/16/2012 0.34 2.17
4/16/2012 0.29 2.05
5/16/2012 0.29 1.8
6/16/2012 0.29 1.62
7/16/2012 0.25 1.53
8/16/2012 0.27 1.68
9/16/2012 0.26 1.72
10/16/2012 0.28 1.75
11/16/2012 0.27 1.65
12/16/2012 0.26 1.72
1/16/2013 0.27 1.91
2/15/2013 0.27 1.98
3/16/2013 0.26 1.96
4/16/2013 0.23 1.76
5/16/2013 0.25 1.93
6/16/2013 0.33 2.3
7/16/2013 0.34 2.58
8/16/2013 0.36 2.74
9/16/2013 0.4 2.81
10/16/2013 0.34 2.62
11/16/2013 0.3 2.72
12/16/2013 0.34 2.9
1/16/2014 0.39 2.86
2/15/2014 0.33 2.71
3/16/2014 0.4 2.72
4/16/2014 0.42 2.71
5/16/2014 0.39 2.56
6/16/2014 0.45 2.6
7/16/2014 0.51 2.54
8/16/2014 0.47 2.42
9/16/2014 0.57 2.53
10/16/2014 0.45 2.3
11/16/2014 0.53 2.33
12/16/2014 0.64 2.21
1/16/2015 0.55 1.88
2/15/2015 0.62 1.98
3/16/2015 0.64 2.04
4/16/2015 0.54 1.94
5/16/2015 0.61 2.2
6/16/2015 0.69 2.36
7/16/2015 0.67 2.32
8/16/2015 0.7 2.17
9/16/2015 0.71 2.17
10/16/2015 0.64 2.07
11/16/2015 0.88 2.26
12/16/2015 0.98 2.24
1/16/2016 0.9 2.09
2/15/2016 0.73 1.78
3/16/2016 0.88 1.89
4/16/2016 0.77 1.81
5/16/2016 0.82 1.81
6/16/2016 0.73 1.64
7/16/2016 0.67 1.5
8/16/2016 0.74 1.56
9/16/2016 0.77 1.63
10/16/2016 0.84 1.76
11/16/2016 0.98 2.14
12/16/2016 1.2 2.49
1/16/2017 1.21 2.43
2/15/2017 1.2 2.42
3/16/2017 1.31 2.48
4/16/2017 1.24 2.3
5/16/2017 1.3 2.3
6/16/2017 1.34 2.19
7/16/2017 1.37 2.32
8/16/2017 1.34 2.21
9/16/2017 1.38 2.2
10/16/2017 1.55 2.36
11/16/2017 1.7 2.35
12/16/2017 1.84 2.4
1/16/2018 2.03 2.58
2/15/2018 2.18 2.86
3/16/2018 2.28 2.84
4/16/2018 2.38 2.87
5/16/2018 2.51 2.98
6/16/2018 2.53 2.91
7/16/2018 2.61 2.89
8/16/2018 2.64 2.89
9/16/2018 2.77 3
10/16/2018 2.86 3.15
11/16/2018 2.86 3.12
12/16/2018 2.68 2.83
1/16/2019 2.54 2.71
2/15/2019 2.5 2.68
3/16/2019 2.41 2.57
4/16/2019 2.34 2.53
5/16/2019 2.21 2.4
6/16/2019 1.81 2.07
7/16/2019 1.84 2.06
8/16/2019 1.57 1.63
9/16/2019 1.65 1.7
10/16/2019 1.55 1.71
11/16/2019 1.61 1.81
12/16/2019 1.61 1.86
1/16/2020 1.52 1.76
2/16/2020 1.33 1.5
3/16/2020 0.45 0.87
4/16/2020 0.22 0.66
5/16/2020 0.17 0.67
6/16/2020 0.19 0.73
7/16/2020 0.15 0.62
8/16/2020 0.14 0.65
9/16/2020 0.13 0.68
10/16/2020 0.15 0.78

Note: The 2- and 10-year Treasury rates are the constant-maturity yields based on the most actively traded securities.

Source: Federal Reserve Board, Statistical Release H.15, "Selected Interest Rates."

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1-2. Term Premium on 10-Year Nominal Treasury Securities

Percentage points

Date Term Premium
2/15/1997 1.42
3/16/1997 1.56
4/16/1997 1.66
5/16/1997 1.56
6/16/1997 1.49
7/16/1997 1.32
8/16/1997 1.32
9/16/1997 1.33
10/16/1997 1.23
11/16/1997 1.07
12/16/1997 1.00
1/16/1998 0.89
2/15/1998 0.91
3/16/1998 0.97
4/16/1998 0.97
5/16/1998 0.98
6/16/1998 0.89
7/16/1998 0.86
8/16/1998 0.81
9/16/1998 0.59
10/16/1998 0.61
11/16/1998 0.69
12/16/1998 0.60
1/16/1999 0.70
2/15/1999 0.83
3/16/1999 0.99
4/16/1999 0.98
5/16/1999 1.14
6/16/1999 1.32
7/16/1999 1.28
8/16/1999 1.35
9/16/1999 1.35
10/16/1999 1.44
11/16/1999 1.28
12/16/1999 1.35
1/16/2000 1.51
2/15/2000 1.39
3/16/2000 1.22
4/16/2000 1.04
5/16/2000 1.24
6/16/2000 1.06
7/16/2000 0.97
8/16/2000 0.83
9/16/2000 0.83
10/16/2000 0.75
11/16/2000 0.71
12/16/2000 0.53
1/16/2001 0.68
2/15/2001 0.78
3/16/2001 0.78
4/16/2001 1.05
5/16/2001 1.29
6/16/2001 1.29
7/16/2001 1.27
8/16/2001 1.17
9/16/2001 1.19
10/16/2001 1.28
11/16/2001 1.39
12/16/2001 1.77
1/16/2002 1.76
2/15/2002 1.66
3/16/2002 1.84
4/16/2002 1.81
5/16/2002 1.75
6/16/2002 1.60
7/16/2002 1.46
8/16/2002 1.22
9/16/2002 0.96
10/16/2002 0.98
11/16/2002 1.13
12/16/2002 1.17
1/16/2003 1.15
2/15/2003 1.08
3/16/2003 0.99
4/16/2003 1.09
5/16/2003 0.83
6/16/2003 0.67
7/16/2003 1.07
8/16/2003 1.46
9/16/2003 1.36
10/16/2003 1.31
11/16/2003 1.34
12/16/2003 1.31
1/16/2004 1.24
2/15/2004 1.19
3/16/2004 1.01
4/16/2004 1.32
5/16/2004 1.56
6/16/2004 1.49
7/16/2004 1.30
8/16/2004 1.14
9/16/2004 0.97
10/16/2004 0.90
11/16/2004 0.87
12/16/2004 0.84
1/16/2005 0.79
2/15/2005 0.68
3/16/2005 0.85
4/16/2005 0.73
5/16/2005 0.57
6/16/2005 0.45
7/16/2005 0.48
8/16/2005 0.49
9/16/2005 0.42
10/16/2005 0.52
11/16/2005 0.55
12/16/2005 0.48
1/16/2006 0.37
2/15/2006 0.42
3/16/2006 0.48
4/16/2006 0.61
5/16/2006 0.66
6/16/2006 0.62
7/16/2006 0.57
8/16/2006 0.45
9/16/2006 0.39
10/16/2006 0.37
11/16/2006 0.28
12/16/2006 0.27
1/16/2007 0.37
2/15/2007 0.36
3/16/2007 0.26
4/16/2007 0.36
5/16/2007 0.40
6/16/2007 0.66
7/16/2007 0.59
8/16/2007 0.53
9/16/2007 0.51
10/16/2007 0.54
11/16/2007 0.48
12/16/2007 0.53
1/16/2008 0.39
2/15/2008 0.63
3/16/2008 0.67
4/16/2008 0.77
5/16/2008 0.83
6/16/2008 0.93
7/16/2008 0.88
8/16/2008 0.80
9/16/2008 0.77
10/16/2008 1.09
11/16/2008 1.14
12/16/2008 0.52
1/16/2009 0.52
2/15/2009 0.74
3/16/2009 0.68
4/16/2009 0.66
5/16/2009 0.93
6/16/2009 1.28
7/16/2009 1.15
8/16/2009 1.18
9/16/2009 1.06
10/16/2009 1.02
11/16/2009 1.03
12/16/2009 1.09
1/16/2010 1.22
2/15/2010 1.16
3/16/2010 1.15
4/16/2010 1.23
5/16/2010 0.97
6/16/2010 0.84
7/16/2010 0.66
8/16/2010 0.44
9/16/2010 0.39
10/16/2010 0.27
11/16/2010 0.40
12/16/2010 0.79
1/16/2011 0.87
2/15/2011 1.02
3/16/2011 0.92
4/16/2011 0.97
5/16/2011 0.77
6/16/2011 0.60
7/16/2011 0.63
8/16/2011 0.17
9/16/2011 -0.04
10/16/2011 0.06
11/16/2011 -0.03
12/16/2011 -0.06
1/16/2012 -0.09
2/15/2012 -0.12
3/16/2012 0.02
4/16/2012 -0.05
5/16/2012 -0.21
6/16/2012 -0.33
7/16/2012 -0.39
8/16/2012 -0.30
9/16/2012 -0.30
10/16/2012 -0.29
11/16/2012 -0.33
12/16/2012 -0.29
1/16/2013 -0.18
2/15/2013 -0.11
3/16/2013 -0.14
4/16/2013 -0.25
5/16/2013 -0.16
6/16/2013 0.12
7/16/2013 0.34
8/16/2013 0.46
9/16/2013 0.53
10/16/2013 0.37
11/16/2013 0.41
12/16/2013 0.55
1/16/2014 0.58
2/15/2014 0.46
3/16/2014 0.48
4/16/2014 0.50
5/16/2014 0.41
6/16/2014 0.43
7/16/2014 0.41
8/16/2014 0.35
9/16/2014 0.41
10/16/2014 0.28
11/16/2014 0.30
12/16/2014 0.22
1/16/2015 0.03
2/15/2015 0.06
3/16/2015 0.11
4/16/2015 0.01
5/16/2015 0.19
6/16/2015 0.29
7/16/2015 0.27
8/16/2015 0.14
9/16/2015 0.14
10/16/2015 0.07
11/16/2015 0.18
12/16/2015 0.12
1/16/2016 0.03
2/15/2016 -0.19
3/16/2016 -0.12
4/16/2016 -0.18
5/16/2016 -0.17
6/16/2016 -0.27
7/16/2016 -0.38
8/16/2016 -0.35
9/16/2016 -0.31
10/16/2016 -0.24
11/16/2016 -0.01
12/16/2016 0.24
1/16/2017 0.19
2/15/2017 0.19
3/16/2017 0.16
4/16/2017 0.01
5/16/2017 -0.02
6/16/2017 -0.13
7/16/2017 -0.06
8/16/2017 -0.12
9/16/2017 -0.15
10/16/2017 -0.06
11/16/2017 -0.09
12/16/2017 -0.08
1/16/2018 -0.01
2/15/2018 0.14
3/16/2018 0.10
4/16/2018 0.08
5/16/2018 0.13
6/16/2018 0.08
7/16/2018 0.04
8/16/2018 0.02
9/16/2018 0.05
10/16/2018 0.11
11/16/2018 0.07
12/16/2018 -0.12
1/16/2019 -0.21
2/15/2019 -0.24
3/16/2019 -0.29
4/16/2019 -0.32
5/16/2019 -0.38
6/16/2019 -0.54
7/16/2019 -0.53
8/16/2019 -0.73
9/16/2019 -0.71
10/16/2019 -0.63
11/16/2019 -0.52
12/16/2019 -0.49
1/16/2020 -0.53
2/15/2020 -0.70
3/16/2020 -0.75
4/16/2020 -0.83
5/16/2020 -0.85
6/16/2020 -0.84
7/16/2020 -0.89
8/16/2020 -0.89
9/16/2020 -0.87
10/16/2020 -0.77

Note: Term premiums are estimated from a three-factor term structure model using Treasury yields and Blue Chip interest rate forecasts.

Source: Department of the Treasury; Wolters Kluwer, Blue Chip Financial Forecasts; Federal Reserve Bank of New York; Federal Reserve Board staff estimates.

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1-3. Implied Volatility of 10-Year Swap Rate

The x-axis measures time and ranges from years 2003 to 2020. The y-axis ranges from 0 to 300 basis points. The data are monthly. The variable plotted, the implied volatility on the 10-year swap rate, is designated by a black line. It begins in 2003 at around 120 basis points. It then steadily declines from 2004 to 2007 where it reaches around 70 basis points. It gradually rises from 2007 to 2009 peak of around 250 basis points in 2009. It then drops steeply to around 60 basis points in 2014, and then stays at that level until 2020. In 2020, there is a large jump to 150 basis points then a sharp decline to right above 50 basis points, ending in October 2020.

Note: Implied volatility on the 10-year swap rate, 1 month ahead, derived from swaptions.

Source: Barclays.

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1-4. Treasury Market Depth

The x-axis measures from January 2019 to April 2020. The left y-axis measures the blue line labeled “30-year” and ranges from 0 to 35. The right y-axis measures the black line labeled “Five-year” and the red line labeled “Ten-year” ranging from 0 to 350. Both axes are measured in millions of dollars. The red line begins in January 2019 around 100 and in the same month sees an increase to 200. In March, it reaches around 250 to drop back to 200 in the same month. It drops to around 75 by August. It hovers around 100 until March 2020. In March of 2020 it decreases to around 25 and increases to around 75 in April. It then steadily increases to right above 150 to end on October 22, 2020. The black line begins around 150. It increases to roughly 250 in February 2019. It then declines to 150 by August 2019. It then drops to around 100 and stays roughly around that value until the start of 2020. By February it reaches almost 175 and then drops to around 25. It then increases to 100 to end in April. It then increases fairly steadily to end right below 300 on October 22, 2020. The blue line begins around 15 in January 2019. From February to July it stays between roughly 23 and 28. It then drops to around 10 and hovers between 10 and 15 until March 2020. It then drops to 5 and stays there through April 2020. It then sees an increase to around 15 in July 2020 and then decreases to right below 15, ending October 22, 2020.

Note: Market depth is defined as the average top three bid and ask quote sizes for on-the-run Treasury securities.

Source: Repo interdealer broker community.

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1-5. Corporate Bond Yields

The x-axis measures time and ranges from years 1997 to 2020. The y-axis ranges from 0 to 24 percent. The data are monthly and there are two variables plotted on the chart. The first line is labeled "High-yield" and is designated by a black line. It begins at around 9 percent in 1997 and rises gradually to around 13 percent in 1999 and 2000. It falls to around 7 percent in 2003, and then peaks sharply in 2008 and 2009 at around 22 percent before falling sharply to around 9 percent in late 2009. It remains between 6 and 8 percent from 2010 to April 2019, with an increase to 7.39 in December 2018 followed by a decline to about 6 in April. In 2019, it rises to right above 8 percent. Until 2020, it decreases to 4 then jumps to 8 percent in March. Around April 2020, it drops to 7. It peaks up to around 10 following a slight decrease in October 2020. The second line is labeled "Triple-B" and is designated by a blue line. It begins at around 8 percent in 1997, and fluctuates between 7 and 9 percent until it drops to around 5 percent in 2002 and 2003. It gradually rises until it sharply increases to around 10 percent in 2008 and 2009, and then declines to around 5 percent in late 2009. It remains between 3 and 5 percent from 2010 to October 2019. It has a spike in early 2020 then ends around 2 percent in October 2020.

Note: The triple-B series reflects the effective yield of the ICE Bank of America Merrill Lynch triple-B U.S. Corporate Index (C0A4), and the high-yield series reflects the effective yield of the ICE BofAML U.S. High Yield Index (H0A0).

Source: ICE Data Indices, LLC, used with permission.

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1-6. Corporate Bond Spreads to Similar-Maturity Treasury Securities

The x-axis measures time and ranges from 1997 to 2020. The data are monthly, and there are two variables plotted on the chart. The first line is labeled "High-yield" and is designated by a black line. This line corresponds to the values on the right y-axis, which ranges from 0 to 24 percentage points. It begins at around 3 percentage points in 1997, rises to around 8 percentage points from 2000 to 2002, then drops to around 6 percentage points in 2003. It remains around 3 percentage points until 2008 when it rapidly rises to its peak in late 2008 of around 22 percentage points. It then falls steeply in 2009 to around 6 percentage points, goes briefly up to around 8 percentage points in 2011 and 2012, falls gradually to around 4 percentage points from 2012 to 2014, rises gradually from 2014 to 2016 to 6 percentage points, then falls to around 4 percentage points again from 2016 to October 2018. It then increases in November and December 2018 but decreases to around 3.5 percentage points in November 2019. In mid-2020, it jumps to almost 10 percent and ends at 5 percent in October 2020. The second line is labeled "Triple B" and is designated by a blue line. This line corresponds to the values on the left y-axis, which ranges from 0 to 12 percentage points. It begins at just under 1 percentage point in 1997, rises to around 3 percentage points from 2000 to 2002, then drops sharply to around 1 percentage point in 2003. It remains around 1 percentage point until 2008 when it rapidly rises to its peak in late 2008 of around 7.5 percentage points. It then falls steeply in 2009 to around 2 percentage points and goes briefly up to around 3 percentage points in 2011 and 2012. It then falls gradually to around 1.5 percentage points from 2012 to 2014, rises gradually to around 2 percentage points in 2016, then declines to around 1.5 percentage points again from 2016 to October 2018. It then increases in November and December 2018 but decreases to around 1.5 percentage points in November 2019. In early 2020 it jumps to almost 8 percent and ends right below 4 percent in October 2020.

Note: The triple-B series reflects the options-adjusted spread of the ICE Bank of America Merrill Lynch triple-B U.S. Corporate Index (C0A4), and the high-yield series reflects the options-adjusted spread of the ICE BofAML U.S. High Yield Index (H0A0).

Source: ICE Data Indices, LLC, used with permission.

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1-7. Corporate Bond Premium over Expected Losses

Percentage points

Date Corporate Bond Premium
1/16/1997 -0.31
2/15/1997 -0.46
3/16/1997 -0.50
4/16/1997 -0.45
5/16/1997 -0.44
6/16/1997 -0.55
7/16/1997 -0.53
8/16/1997 -0.48
9/16/1997 -0.57
10/16/1997 -0.43
11/16/1997 -0.35
12/16/1997 -0.39
1/16/1998 -0.35
2/15/1998 -0.35
3/16/1998 -0.40
4/16/1998 -0.43
5/16/1998 -0.38
6/16/1998 -0.36
7/16/1998 -0.32
8/16/1998 0.08
9/16/1998 0.05
10/16/1998 0.19
11/16/1998 0.17
12/16/1998 0.04
1/16/1999 0.04
2/15/1999 -0.21
3/16/1999 -0.19
4/16/1999 -0.23
5/16/1999 -0.23
6/16/1999 -0.17
7/16/1999 -0.12
8/16/1999 -0.05
9/16/1999 0.07
10/16/1999 0.09
11/16/1999 0.05
12/16/1999 -0.18
1/16/2000 0.01
2/15/2000 0.08
3/16/2000 0.34
4/16/2000 0.50
5/16/2000 0.68
6/16/2000 0.73
7/16/2000 0.80
8/16/2000 0.99
9/16/2000 1.08
10/16/2000 1.49
11/16/2000 1.55
12/16/2000 1.55
1/16/2001 1.13
2/15/2001 1.13
3/16/2001 1.06
4/16/2001 0.87
5/16/2001 0.73
6/16/2001 0.97
7/16/2001 0.73
8/16/2001 0.73
9/16/2001 1.17
10/16/2001 0.99
11/16/2001 -0.20
12/16/2001 0.35
1/16/2002 0.54
2/15/2002 0.72
3/16/2002 0.22
4/16/2002 0.35
5/16/2002 0.45
6/16/2002 0.89
7/16/2002 1.49
8/16/2002 1.40
9/16/2002 1.56
10/16/2002 1.37
11/16/2002 0.97
12/16/2002 0.84
1/16/2003 0.81
2/15/2003 0.59
3/16/2003 0.07
4/16/2003 0.00
5/16/2003 -0.58
6/16/2003 -0.45
7/16/2003 -1.15
8/16/2003 -0.23
9/16/2003 -0.61
10/16/2003 -0.55
11/16/2003 -0.59
12/16/2003 -0.55
1/16/2004 -0.73
2/15/2004 -0.35
3/16/2004 -0.55
4/16/2004 -0.78
5/16/2004 -0.39
6/16/2004 -0.40
7/16/2004 -0.34
8/16/2004 -0.42
9/16/2004 -0.57
10/16/2004 -0.54
11/16/2004 -0.69
12/16/2004 -0.74
1/16/2005 -0.72
2/15/2005 -0.98
3/16/2005 -0.69
4/16/2005 -0.45
5/16/2005 -0.36
6/16/2005 -0.51
7/16/2005 -0.61
8/16/2005 -0.59
9/16/2005 -0.51
10/16/2005 -0.36
11/16/2005 -0.37
12/16/2005 -0.33
1/16/2006 -0.38
2/15/2006 -0.37
3/16/2006 -0.45
4/16/2006 -0.48
5/16/2006 -0.38
6/16/2006 -0.41
7/16/2006 -0.31
8/16/2006 -0.32
9/16/2006 -0.40
10/16/2006 -0.41
11/16/2006 -0.39
12/16/2006 -0.52
1/16/2007 -0.57
2/15/2007 -0.58
3/16/2007 -0.39
4/16/2007 -0.39
5/16/2007 -0.63
6/16/2007 -0.41
7/16/2007 -0.01
8/16/2007 0.12
9/16/2007 0.04
10/16/2007 -0.04
11/16/2007 0.29
12/16/2007 0.45
1/16/2008 0.66
2/15/2008 0.87
3/16/2008 1.08
4/16/2008 0.59
5/16/2008 0.61
6/16/2008 0.73
7/16/2008 0.99
8/16/2008 1.17
9/16/2008 1.67
10/16/2008 3.26
11/16/2008 2.84
12/16/2008 3.02
1/16/2009 2.60
2/15/2009 3.03
3/16/2009 2.55
4/16/2009 2.10
5/16/2009 1.23
6/16/2009 0.81
7/16/2009 0.21
8/16/2009 -0.03
9/16/2009 -0.05
10/16/2009 -0.23
11/16/2009 -0.10
12/16/2009 -0.56
1/16/2010 -0.25
2/15/2010 -0.05
3/16/2010 -0.20
4/16/2010 -0.31
5/16/2010 -0.20
6/16/2010 -0.03
7/16/2010 0.12
8/16/2010 -0.37
9/16/2010 -0.07
10/16/2010 -0.04
11/16/2010 -0.18
12/16/2010 -0.46
1/16/2011 -0.03
2/15/2011 -0.30
3/16/2011 -0.34
4/16/2011 -0.29
5/16/2011 -0.17
6/16/2011 -0.03
7/16/2011 -0.09
8/16/2011 -0.17
9/16/2011 0.33
10/16/2011 -0.20
11/16/2011 0.41
12/16/2011 0.17
1/16/2012 0.09
2/15/2012 -0.03
3/16/2012 -0.45
4/16/2012 -0.27
5/16/2012 -0.22
6/16/2012 0.05
7/16/2012 -0.12
8/16/2012 -0.31
9/16/2012 -0.24
10/16/2012 -0.26
11/16/2012 -0.13
12/16/2012 -0.24
1/16/2013 -0.15
2/15/2013 -0.09
3/16/2013 -0.16
4/16/2013 -0.19
5/16/2013 -0.57
6/16/2013 -0.43
7/16/2013 -0.05
8/16/2013 -0.15
9/16/2013 -0.18
10/16/2013 -0.06
11/16/2013 -0.03
12/16/2013 -0.17
1/16/2014 -0.35
2/15/2014 -0.24
3/16/2014 -0.32
4/16/2014 -0.40
5/16/2014 -0.42
6/16/2014 -0.35
7/16/2014 -0.36
8/16/2014 -0.35
9/16/2014 -0.27
10/16/2014 -0.27
11/16/2014 0.00
12/16/2014 0.01
1/16/2015 -0.14
2/15/2015 -0.38
3/16/2015 -0.22
4/16/2015 -0.07
5/16/2015 -0.01
6/16/2015 0.09
7/16/2015 0.14
8/16/2015 0.34
9/16/2015 0.46
10/16/2015 0.36
11/16/2015 0.44
12/16/2015 0.61
1/16/2016 0.83
2/15/2016 0.86
3/16/2016 0.49
4/16/2016 0.14
5/16/2016 0.15
6/16/2016 -0.07
7/16/2016 -0.11
8/16/2016 -0.11
9/16/2016 -0.18
10/16/2016 -0.15
11/16/2016 -0.86
12/16/2016 -0.31
1/16/2017 -0.25
2/15/2017 -0.25
3/16/2017 -0.23
4/16/2017 -0.18
5/16/2017 -0.24
6/16/2017 -0.19
7/16/2017 -0.21
8/16/2017 -0.13
9/16/2017 -0.33
10/16/2017 -0.27
11/16/2017 -0.20
12/16/2017 -0.27
1/16/2018 -0.47
2/15/2018 -0.31
3/16/2018 -0.18
4/16/2018 -0.37
5/16/2018 -0.28
6/16/2018 -0.05
7/16/2018 -0.21
8/16/2018 -0.16
9/16/2018 -0.25
10/16/2018 -0.07
11/16/2018 0.07
12/16/2018 0.26
1/16/2019 0.10
2/15/2019 -0.01
3/16/2019 -0.22
4/16/2019 -0.08
5/16/2019 -0.12
6/16/2019 -0.08
7/16/2019 -0.13
8/16/2019 -0.28
9/16/2019 -0.37
10/16/2019 -0.35
11/16/2019 -0.29
12/16/2019 -0.39
1/16/2020 -0.36
2/15/2020 -0.30
3/16/2020 1.01
4/16/2020 0.49
5/16/2020 0.26
6/16/2020 -0.11
7/16/2020 -0.33
8/16/2020 -0.43
9/16/2020 -0.14

Source: Federal Reserve Board staff calculations based on Lehman Brothers Fixed Income Database (Warga); Intercontinental Exchange, Inc., ICE Data Services; Center for Research in Security Prices, CRSP/Compustat Merged Database, Wharton Research Data Services; S&P Global Market Intelligence, Compustat.

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1-8. Secondary Market Spreads of Leveraged Loans

Basis points

Date B BB
1/31/1997 n.a. 209.19
2/28/1997 n.a. 208.18
3/31/1997 n.a. 208.21
4/30/1997 n.a. 213.13
5/31/1997 n.a. 215.66
6/30/1997 n.a. 216.72
7/31/1997 227.87 191.21
8/31/1997 225.52 184.80
9/30/1997 228.23 189.03
10/31/1997 254.87 195.24
11/30/1997 255.23 191.12
12/31/1997 257.77 188.53
1/31/1998 258.33 203.96
2/28/1998 257.72 207.69
3/31/1998 261.43 201.42
4/30/1998 260.47 201.96
5/31/1998 264.73 217.43
6/30/1998 263.84 228.04
7/31/1998 265.30 225.46
8/31/1998 275.11 233.04
9/30/1998 294.18 250.37
10/31/1998 306.32 263.02
11/30/1998 334.67 268.69
12/31/1998 323.17 255.74
1/31/1999 320.05 262.22
2/28/1999 321.25 254.97
3/31/1999 357.07 248.43
4/30/1999 393.34 265.16
5/31/1999 379.73 284.29
6/30/1999 385.66 284.38
7/31/1999 409.64 294.89
8/31/1999 445.69 299.40
9/30/1999 474.57 396.25
10/31/1999 496.16 408.54
11/30/1999 474.19 390.89
12/31/1999 607.59 401.51
1/31/2000 624.21 407.33
2/29/2000 607.43 411.41
3/31/2000 605.48 343.48
4/30/2000 543.93 351.12
5/31/2000 524.56 325.90
6/30/2000 567.16 311.63
7/31/2000 603.34 300.19
8/31/2000 572.92 302.04
9/30/2000 665.22 319.17
10/31/2000 690.97 325.57
11/30/2000 731.00 307.10
12/31/2000 668.88 304.62
1/31/2001 626.22 295.06
2/28/2001 595.04 291.03
3/31/2001 683.49 294.68
4/30/2001 670.87 295.51
5/31/2001 649.52 294.74
6/30/2001 662.32 298.93
7/31/2001 671.08 303.05
8/31/2001 651.00 299.78
9/30/2001 741.86 334.54
10/31/2001 870.62 350.81
11/30/2001 681.77 311.43
12/31/2001 621.01 308.92
1/31/2002 589.29 305.19
2/28/2002 550.24 309.14
3/31/2002 522.31 306.57
4/30/2002 491.98 293.95
5/31/2002 562.22 295.23
6/30/2002 590.37 299.33
7/31/2002 663.15 337.91
8/31/2002 652.68 371.53
9/30/2002 663.81 375.02
10/31/2002 737.50 463.93
11/30/2002 671.85 413.74
12/31/2002 658.14 351.50
1/31/2003 610.43 360.08
2/28/2003 629.66 355.66
3/31/2003 603.17 356.69
4/30/2003 510.70 358.07
5/31/2003 465.93 335.16
6/30/2003 447.57 324.25
7/31/2003 451.26 303.23
8/31/2003 472.50 300.63
9/30/2003 497.97 298.08
10/31/2003 482.32 293.76
11/30/2003 477.61 285.31
12/31/2003 451.47 260.97
1/31/2004 403.03 250.58
2/29/2004 420.27 245.05
3/31/2004 391.74 238.20
4/30/2004 391.96 233.39
5/28/2004 406.26 240.13
6/25/2004 377.00 234.41
7/30/2004 384.36 225.51
8/31/2004 369.00 220.17
9/30/2004 361.32 213.63
10/29/2004 342.31 210.18
11/30/2004 325.82 207.28
12/31/2004 320.60 201.42
1/31/2005 325.26 198.01
2/25/2005 314.24 193.75
3/31/2005 304.70 185.07
4/29/2005 329.52 182.63
5/31/2005 312.46 186.08
6/30/2005 309.89 184.08
7/29/2005 303.89 176.52
8/30/2005 297.70 168.45
9/30/2005 295.97 172.58
10/28/2005 300.46 177.18
11/30/2005 289.33 178.39
12/30/2005 281.26 180.84
1/31/2006 282.38 174.51
2/28/2006 278.18 168.15
3/31/2006 273.98 168.01
4/28/2006 273.74 166.05
5/31/2006 267.31 172.79
6/30/2006 267.44 183.53
7/28/2006 269.88 187.55
8/31/2006 274.01 186.82
9/29/2006 273.86 186.03
10/31/2006 269.79 182.78
11/30/2006 270.28 196.65
12/29/2006 272.60 194.13
1/31/2007 260.09 191.40
2/28/2007 252.72 174.09
3/30/2007 249.28 177.07
4/27/2007 246.45 179.79
5/31/2007 241.10 178.55
6/29/2007 269.80 201.03
7/31/2007 347.86 282.41
8/31/2007 359.37 299.74
9/28/2007 334.11 271.17
10/26/2007 328.50 263.79
11/30/2007 385.69 306.27
12/28/2007 415.88 292.91
1/31/2008 497.58 374.35
2/29/2008 607.32 437.61
3/28/2008 720.86 432.48
4/30/2008 634.80 368.22
5/30/2008 637.95 358.77
6/27/2008 639.48 386.29
7/31/2008 717.32 417.92
8/29/2008 765.47 423.33
9/30/2008 1060.80 594.14
10/31/2008 1704.97 927.45
11/28/2008 2089.10 1103.34
12/31/2008 2476.12 1147.03
1/30/2009 2069.85 874.46
2/27/2009 2075.49 785.36
3/31/2009 2031.94 779.17
4/30/2009 1578.60 576.80
5/29/2009 1239.97 556.07
6/30/2009 1023.36 485.61
7/31/2009 849.78 418.60
8/31/2009 780.80 413.37
9/30/2009 696.20 400.69
10/30/2009 637.00 419.52
11/30/2009 670.41 452.67
12/31/2009 602.04 388.21
1/29/2010 567.38 369.98
2/26/2010 578.23 381.35
3/31/2010 527.42 349.93
4/30/2010 504.61 342.85
5/28/2010 610.54 398.87
6/30/2010 642.71 416.66
7/30/2010 598.09 401.40
8/31/2010 598.12 400.70
9/30/2010 561.97 388.04
10/29/2010 522.02 365.82
11/30/2010 561.48 370.95
12/31/2010 529.00 368.69
1/31/2011 480.10 350.60
2/28/2011 481.99 352.19
3/31/2011 485.44 343.64
4/29/2011 489.48 341.06
5/31/2011 504.12 357.18
6/30/2011 535.03 381.21
7/29/2011 542.50 382.02
8/31/2011 675.12 511.10
9/30/2011 684.63 468.83
10/31/2011 605.52 401.88
11/30/2011 654.00 424.43
12/30/2011 633.43 415.56
1/31/2012 570.93 385.46
2/29/2012 533.49 380.11
3/30/2012 537.40 375.74
4/30/2012 538.12 391.41
5/31/2012 586.11 426.26
6/29/2012 579.27 424.86
7/31/2012 587.79 410.03
8/31/2012 569.42 416.76
9/28/2012 554.77 396.24
10/31/2012 549.09 383.31
11/30/2012 560.41 383.60
12/31/2012 549.23 384.05
1/31/2013 528.41 371.94
2/28/2013 532.04 386.18
3/28/2013 513.60 372.61
4/30/2013 503.84 378.66
5/31/2013 486.94 362.15
6/28/2013 497.69 358.70
7/31/2013 482.14 333.34
8/30/2013 492.17 340.97
9/30/2013 499.33 345.62
10/31/2013 490.19 343.04
11/22/2013 491.64 350.00
11/29/2013 491.49 351.82
12/6/2013 489.82 352.46
12/13/2013 487.63 351.93
12/20/2013 486.25 346.05
12/27/2013 483.98 339.84
12/31/2013 486.10 339.11
1/3/2014 483.93 336.96
1/10/2014 477.49 334.14
1/17/2014 473.98 335.25
1/24/2014 473.65 333.81
1/31/2014 477.02 337.33
2/7/2014 476.44 336.65
2/14/2014 473.87 342.32
2/21/2014 471.53 343.70
2/28/2014 470.98 332.35
3/7/2014 470.45 331.89
3/14/2014 468.13 332.05
3/21/2014 464.86 330.61
3/28/2014 465.23 331.88
3/31/2014 465.73 332.10
4/4/2014 471.83 337.56
4/11/2014 469.70 340.92
4/17/2014 471.84 340.26
4/25/2014 475.60 345.35
4/30/2014 473.74 342.59
5/2/2014 473.88 340.74
5/9/2014 473.30 337.25
5/16/2014 469.85 338.04
5/23/2014 470.63 338.95
5/30/2014 471.77 339.00
6/6/2014 469.96 340.02
6/13/2014 468.58 340.25
6/20/2014 469.01 338.91
6/27/2014 468.08 337.14
6/30/2014 468.11 337.32
7/3/2014 466.63 338.31
7/11/2014 465.86 341.78
7/18/2014 466.59 341.57
7/25/2014 467.11 342.56
7/31/2014 472.13 347.14
8/1/2014 474.81 349.88
8/8/2014 476.26 355.83
8/15/2014 480.26 363.19
8/22/2014 479.45 360.88
8/29/2014 475.84 357.57
9/5/2014 476.73 357.52
9/12/2014 481.95 362.90
9/19/2014 482.18 363.26
9/26/2014 490.20 371.28
9/30/2014 495.38 376.15
10/3/2014 497.32 375.53
10/10/2014 498.61 378.24
10/17/2014 514.01 392.15
10/24/2014 508.51 383.71
10/31/2014 499.93 373.78
11/7/2014 501.10 370.67
11/14/2014 499.53 369.45
11/21/2014 500.53 367.70
11/28/2014 503.23 367.00
12/5/2014 513.97 369.05
12/12/2014 540.53 391.43
12/19/2014 551.98 394.95
12/26/2014 544.83 389.88
12/31/2014 543.75 387.95
1/2/2015 544.31 388.99
1/9/2015 544.09 391.56
1/16/2015 545.13 389.34
1/23/2015 544.32 387.96
1/30/2015 547.17 392.50
2/6/2015 541.38 385.64
2/13/2015 533.50 379.45
2/20/2015 527.35 374.82
2/27/2015 522.46 372.84
3/6/2015 518.88 367.78
3/13/2015 516.10 368.60
3/20/2015 521.21 370.39
3/27/2015 521.04 366.91
3/31/2015 518.83 365.48
4/2/2015 517.69 366.19
4/10/2015 512.26 358.18
4/17/2015 513.62 356.33
4/24/2015 511.37 356.04
4/30/2015 511.31 356.11
5/1/2015 511.80 354.90
5/8/2015 509.50 356.70
5/15/2015 511.17 359.52
5/22/2015 512.97 356.73
5/29/2015 513.85 356.77
6/5/2015 522.30 358.18
6/12/2015 527.69 360.79
6/19/2015 530.87 364.07
6/26/2015 530.95 362.50
6/30/2015 535.95 365.43
7/2/2015 535.43 362.71
7/10/2015 534.09 359.36
7/17/2015 529.60 354.83
7/24/2015 531.25 355.29
7/31/2015 536.28 358.22
8/7/2015 538.39 362.47
8/14/2015 541.22 368.23
8/21/2015 548.30 370.90
8/28/2015 556.03 373.55
8/31/2015 556.13 373.17
9/4/2015 541.20 371.97
9/11/2015 542.39 369.41
9/18/2015 544.56 367.58
9/25/2015 552.18 370.20
9/30/2015 566.64 376.57
10/2/2015 574.74 378.15
10/9/2015 575.41 377.08
10/16/2015 578.56 378.07
10/23/2015 576.31 378.13
10/30/2015 576.81 384.87
11/6/2015 577.13 381.11
11/13/2015 589.96 389.99
11/20/2015 607.56 394.78
11/27/2015 611.45 391.67
11/30/2015 613.91 391.90
12/4/2015 620.79 387.45
12/11/2015 666.08 395.86
12/18/2015 700.45 402.30
12/24/2015 707.63 405.00
12/31/2015 707.81 403.28
1/8/2016 711.68 400.64
1/15/2016 722.11 403.36
1/22/2016 746.34 414.09
1/29/2016 742.68 414.37
2/5/2016 746.00 411.21
2/12/2016 771.02 426.28
2/19/2016 752.41 426.71
2/26/2016 750.77 424.01
2/29/2016 750.31 423.72
3/4/2016 724.52 411.30
3/11/2016 695.08 397.37
3/18/2016 656.34 376.34
3/24/2016 650.42 378.11
3/31/2016 649.57 375.24
4/1/2016 628.09 380.52
4/8/2016 620.22 373.09
4/15/2016 580.79 369.05
4/22/2016 559.91 361.69
4/29/2016 552.14 360.33
5/6/2016 549.95 364.28
5/13/2016 546.32 365.02
5/20/2016 541.68 362.11
5/27/2016 533.20 357.97
5/31/2016 532.44 357.67
6/3/2016 533.63 357.05
6/10/2016 528.94 360.90
6/17/2016 529.49 364.51
6/24/2016 534.50 364.10
6/30/2016 539.58 367.94
7/1/2016 537.96 365.17
7/8/2016 533.86 362.22
7/15/2016 523.47 354.09
7/22/2016 514.70 348.38
7/29/2016 512.16 344.88
8/5/2016 509.83 346.96
8/12/2016 507.21 343.93
8/19/2016 513.23 344.40
8/26/2016 509.76 345.44
8/31/2016 508.03 344.37
9/2/2016 504.27 342.61
9/9/2016 500.16 338.57
9/16/2016 500.06 336.70
9/23/2016 488.50 334.91
9/30/2016 488.31 334.11
10/7/2016 484.03 327.49
10/14/2016 486.10 327.36
10/21/2016 480.53 320.25
10/28/2016 477.98 319.31
10/31/2016 478.70 319.57
11/4/2016 479.70 324.85
11/10/2016 479.99 327.21
11/18/2016 476.78 321.85
11/25/2016 474.92 320.98
11/30/2016 473.09 320.14
12/2/2016 468.17 320.03
12/9/2016 459.32 309.44
12/16/2016 454.33 306.59
12/23/2016 459.50 307.16
12/30/2016 464.34 303.58
1/6/2017 456.76 301.99
1/13/2017 453.66 303.01
1/20/2017 455.61 305.64
1/27/2017 453.50 308.67
1/31/2017 454.14 310.40
2/3/2017 450.39 306.06
2/10/2017 450.86 300.74
2/17/2017 444.82 295.16
2/24/2017 438.86 293.22
2/28/2017 437.88 291.71
3/3/2017 434.23 288.41
3/10/2017 434.44 286.96
3/17/2017 432.18 285.24
3/24/2017 431.64 293.70
3/31/2017 425.07 290.97
4/7/2017 415.48 287.89
4/13/2017 411.56 285.05
4/21/2017 412.90 283.28
4/28/2017 412.66 281.80
5/5/2017 415.79 288.12
5/12/2017 413.03 288.24
5/19/2017 411.12 288.88
5/26/2017 403.86 288.59
5/31/2017 404.74 288.45
6/2/2017 405.46 286.60
6/9/2017 403.42 286.92
6/16/2017 403.67 288.01
6/23/2017 407.05 286.40
6/30/2017 407.84 283.92
7/7/2017 406.93 283.32
7/14/2017 409.48 283.29
7/21/2017 409.01 280.43
7/28/2017 403.02 278.10
7/31/2017 402.81 278.46
8/4/2017 403.24 275.20
8/11/2017 405.64 279.94
8/18/2017 406.61 277.89
8/25/2017 407.18 282.07
8/31/2017 407.58 285.22
9/1/2017 405.93 285.22
9/8/2017 402.20 287.26
9/15/2017 401.71 289.07
9/22/2017 402.24 282.48
9/29/2017 401.26 271.58
10/6/2017 398.01 266.83
10/13/2017 394.52 266.62
10/20/2017 392.50 265.05
10/27/2017 394.47 265.18
10/31/2017 395.01 265.03
11/3/2017 396.59 262.68
11/10/2017 398.25 262.23
11/17/2017 396.10 264.63
11/24/2017 395.49 263.72
11/30/2017 394.35 263.10
12/1/2017 394.82 262.86
12/8/2017 394.40 260.78
12/15/2017 399.90 262.23
12/22/2017 391.15 262.74
12/29/2017 388.62 259.50
1/5/2018 387.33 255.29
1/12/2018 380.79 254.36
1/19/2018 377.16 252.41
1/26/2018 373.39 249.59
1/31/2018 371.68 248.57
2/2/2018 370.23 243.82
2/9/2018 374.16 248.12
2/16/2018 373.07 248.64
2/23/2018 372.78 250.24
2/28/2018 372.01 250.52
3/2/2018 372.26 251.31
3/9/2018 372.17 250.96
3/16/2018 370.46 249.43
3/23/2018 372.23 249.02
3/30/2018 372.30 249.29
4/6/2018 371.61 249.50
4/13/2018 368.34 248.87
4/20/2018 366.09 245.65
4/27/2018 366.89 243.89
4/30/2018 367.33 244.37
5/4/2018 368.43 243.98
5/11/2018 367.93 244.48
5/18/2018 367.53 246.97
5/25/2018 369.18 249.20
5/31/2018 371.28 250.53
6/1/2018 372.33 248.45
6/8/2018 371.38 248.61
6/15/2018 372.55 249.08
6/22/2018 374.57 251.66
6/29/2018 376.36 255.21
7/6/2018 375.00 253.11
7/13/2018 375.64 254.12
7/20/2018 374.81 253.20
7/27/2018 375.74 251.41
7/31/2018 375.47 251.21
8/3/2018 375.28 249.82
8/10/2018 376.72 251.62
8/17/2018 377.44 253.30
8/24/2018 380.71 248.29
8/31/2018 382.74 249.27
9/7/2018 381.91 249.46
9/14/2018 380.64 249.93
9/21/2018 377.81 248.12
9/28/2018 373.48 248.07
10/5/2018 372.66 247.63
10/12/2018 374.73 248.66
10/19/2018 374.86 248.92
10/26/2018 378.97 253.71
10/31/2018 384.63 256.22
11/2/2018 384.27 258.09
11/9/2018 385.50 261.47
11/16/2018 395.10 268.14
11/23/2018 407.37 275.96
11/30/2018 417.99 288.44
12/7/2018 433.43 300.91
12/14/2018 450.95 315.06
12/21/2018 483.26 337.32
12/28/2018 494.12 346.29
12/31/2018 494.16 345.96
1/4/2019 473.38 318.09
1/11/2019 448.67 291.12
1/18/2019 447.57 283.84
1/25/2019 452.73 288.15
1/31/2019 454.72 288.80
2/1/2019 454.29 288.77
2/8/2019 449.25 286.28
2/15/2019 444.07 283.08
2/22/2019 433.19 276.03
2/28/2019 423.82 270.29
3/1/2019 423.65 268.54
3/8/2019 432.28 274.66
3/15/2019 431.45 273.49
3/22/2019 439.74 278.66
3/29/2019 445.58 287.71
4/5/2019 431.59 279.29
4/12/2019 425.75 274.19
4/18/2019 421.40 272.79
4/26/2019 418.07 269.83
4/30/2019 416.65 269.22
5/3/2019 412.75 268.32
5/10/2019 420.08 268.09
5/17/2019 416.36 268.20
5/24/2019 421.90 268.17
5/31/2019 429.96 267.59
6/7/2019 430.49 266.53
6/14/2019 431.33 265.37
6/21/2019 431.39 266.34
6/28/2019 436.42 269.93
7/5/2019 435.51 269.13
7/12/2019 431.91 267.28
7/19/2019 430.25 265.40
7/26/2019 430.30 264.71
7/31/2019 428.21 262.65
8/2/2019 430.45 272.99
8/9/2019 440.93 277.00
8/16/2019 450.30 280.15
8/23/2019 451.00 278.08
8/30/2019 446.48 280.24
9/6/2019 441.97 274.16
9/13/2019 434.68 266.96
9/20/2019 434.02 268.03
9/27/2019 432.56 267.49
9/30/2019 432.73 267.63
10/4/2019 443.29 270.44
10/11/2019 458.65 274.50
10/18/2019 461.88 272.14
10/25/2019 463.46 271.36
10/31/2019 468.40 273.48
11/1/2019 468.32 274.60
11/8/2019 467.72 275.19
11/15/2019 461.50 274.51
11/22/2019 466.98 275.40
11/29/2019 465.82 274.26
12/6/2019 454.77 271.08
12/13/2019 436.38 265.64
12/20/2019 424.24 264.07
12/27/2019 424.13 263.80
12/31/2019 423.84 263.67
1/3/2020 423.05 262.17
1/10/2020 414.03 257.93
1/17/2020 410.71 257.21
1/24/2020 411.28 260.14
1/31/2020 419.19 262.79
2/7/2020 421.81 267.87
2/14/2020 421.05 269.45
2/21/2020 418.98 271.09
2/28/2020 458.14 303.88
3/6/2020 485.48 324.31
3/13/2020 639.32 475.03
3/20/2020 968.74 788.06
3/27/2020 903.07 614.61
3/31/2020 824.64 513.08
4/3/2020 815.26 504.83
4/9/2020 730.66 426.44
4/17/2020 673.61 394.07
4/24/2020 691.37 412.10
4/30/2020 696.45 424.52
5/1/2020 688.25 413.92
5/8/2020 655.86 405.18
5/15/2020 651.19 403.39
5/22/2020 615.93 370.51
5/29/2020 577.00 343.45
6/5/2020 541.99 321.13
6/12/2020 537.10 326.42
6/19/2020 521.61 313.87
6/26/2020 550.97 338.15
6/30/2020 560.14 344.07
7/3/2020 539.81 335.79
7/10/2020 537.44 330.09
7/17/2020 520.02 319.19
7/24/2020 506.95 309.48
7/31/2020 509.28 312.99
8/7/2020 496.01 304.93
8/14/2020 486.11 301.75
8/21/2020 488.13 308.83
8/28/2020 483.10 307.06
8/31/2020 482.34 305.16
9/4/2020 465.40 290.01
9/11/2020 457.86 286.68
9/18/2020 455.62 288.18
9/25/2020 474.11 305.84
9/30/2020 475.02 305.11
10/2/2020 474.97 309.76
10/9/2020 463.22 300.54
10/16/2020 466.63 303.63

Note: The data show secondary-market discounted spreads to maturity. Spreads are the constant spread used to equate discounted loan cash flows to the current market price.

Source: S&P, Leveraged Commentary & Data.

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1-9. Forward Price-to-Earnings Ratio of S&P 500 Firms

Ratio

Date Forward price-to-earnings ratio
1/16/1989 10.06
2/15/1989 10.14
3/16/1989 10.12
4/16/1989 10.43
5/16/1989 10.73
6/16/1989 10.85
7/16/1989 11.24
8/16/1989 11.56
9/16/1989 11.51
10/16/1989 11.47
11/16/1989 11.52
12/16/1989 11.88
1/16/1990 11.53
2/15/1990 11.32
3/16/1990 11.49
4/16/1990 11.65
5/16/1990 12.07
6/16/1990 12.38
7/16/1990 12.39
8/16/1990 11.50
9/16/1990 10.79
10/16/1990 10.30
11/16/1990 11.18
12/16/1990 11.66
1/16/1991 11.25
2/15/1991 13.43
3/16/1991 13.77
4/16/1991 14.45
5/16/1991 13.64
6/16/1991 13.90
7/16/1991 14.15
8/16/1991 14.40
9/16/1991 14.21
10/16/1991 14.31
11/16/1991 14.46
12/16/1991 14.01
1/16/1992 15.37
2/15/1992 15.00
3/16/1992 14.85
4/16/1992 14.81
5/16/1992 14.70
6/16/1992 14.01
7/16/1992 14.43
8/16/1992 14.45
9/16/1992 14.41
10/16/1992 14.00
11/16/1992 14.52
12/16/1992 14.70
1/16/1993 14.62
2/15/1993 14.67
3/16/1993 15.01
4/16/1993 15.04
5/16/1993 14.71
6/16/1993 14.64
7/16/1993 14.63
8/16/1993 14.76
9/16/1993 14.81
10/16/1993 14.64
11/16/1993 14.67
12/16/1993 14.48
1/16/1994 14.74
2/15/1994 14.60
3/16/1994 14.33
4/16/1994 13.46
5/16/1994 13.42
6/16/1994 13.46
7/16/1994 13.00
8/16/1994 13.20
9/16/1994 13.10
10/16/1994 12.92
11/16/1994 12.56
12/16/1994 12.09
1/16/1995 12.32
2/15/1995 12.48
3/16/1995 12.50
4/16/1995 12.66
5/16/1995 12.90
6/16/1995 13.05
7/16/1995 13.30
8/16/1995 13.36
9/16/1995 13.68
10/16/1995 13.77
11/16/1995 13.80
12/16/1995 14.32
1/16/1996 14.01
2/15/1996 15.23
3/16/1996 14.81
4/16/1996 14.79
5/16/1996 15.20
6/16/1996 14.71
7/16/1996 14.40
8/16/1996 14.92
9/16/1996 15.25
10/16/1996 15.61
11/16/1996 16.07
12/16/1996 15.85
1/16/1997 16.46
2/15/1997 17.36
3/16/1997 16.65
4/16/1997 16.02
5/16/1997 17.38
6/16/1997 18.39
7/16/1997 19.23
8/16/1997 18.68
9/16/1997 18.92
10/16/1997 19.20
11/16/1997 18.60
12/16/1997 18.87
1/16/1998 18.66
2/15/1998 20.36
3/16/1998 21.42
4/16/1998 21.90
5/16/1998 21.69
6/16/1998 21.42
7/16/1998 22.77
8/16/1998 21.16
9/16/1998 20.01
10/16/1998 19.28
11/16/1998 22.02
12/16/1998 22.30
1/16/1999 23.71
2/15/1999 23.53
3/16/1999 24.73
4/16/1999 24.96
5/16/1999 24.74
6/16/1999 24.30
7/16/1999 25.44
8/16/1999 23.91
9/16/1999 23.47
10/16/1999 22.55
11/16/1999 24.50
12/16/1999 24.42
1/16/2000 24.85
2/15/2000 24.03
3/16/2000 23.73
4/16/2000 23.91
5/16/2000 23.89
6/16/2000 24.10
7/16/2000 24.09
8/16/2000 23.86
9/16/2000 23.85
10/16/2000 21.44
11/16/2000 22.24
12/16/2000 22.10
1/16/2001 21.98
2/15/2001 22.07
3/16/2001 19.72
4/16/2001 21.41
5/16/2001 22.23
6/16/2001 21.67
7/16/2001 21.61
8/16/2001 21.17
9/16/2001 18.42
10/16/2001 20.37
11/16/2001 21.49
12/16/2001 21.57
1/16/2002 21.00
2/15/2002 20.47
3/16/2002 20.75
4/16/2002 20.17
5/16/2002 19.40
6/16/2002 18.11
7/16/2002 16.15
8/16/2002 16.60
9/16/2002 15.72
10/16/2002 15.77
11/16/2002 16.01
12/16/2002 16.12
1/16/2003 16.48
2/15/2003 15.33
3/16/2003 15.70
4/16/2003 15.67
5/16/2003 16.55
6/16/2003 17.68
7/16/2003 17.27
8/16/2003 16.94
9/16/2003 17.41
10/16/2003 17.50
11/16/2003 17.10
12/16/2003 17.43
1/16/2004 18.10
2/15/2004 18.09
3/16/2004 17.40
4/16/2004 17.10
5/16/2004 15.97
6/16/2004 16.41
7/16/2004 15.92
8/16/2004 15.51
9/16/2004 15.77
10/16/2004 15.49
11/16/2004 16.17
12/16/2004 16.32
1/16/2005 15.95
2/15/2005 16.16
3/16/2005 15.64
4/16/2005 15.30
5/16/2005 15.27
6/16/2005 15.41
7/16/2005 15.41
8/16/2005 15.14
9/16/2005 14.95
10/16/2005 14.33
11/16/2005 14.61
12/16/2005 14.98
1/16/2006 14.90
2/15/2006 14.93
3/16/2006 15.06
4/16/2006 14.99
5/16/2006 14.29
6/16/2006 13.69
7/16/2006 13.90
8/16/2006 14.13
9/16/2006 14.26
10/16/2006 14.65
11/16/2006 14.81
12/16/2006 14.83
1/16/2007 15.01
2/15/2007 15.39
3/16/2007 14.56
4/16/2007 15.31
5/16/2007 15.51
6/16/2007 15.30
7/16/2007 15.41
8/16/2007 13.87
9/16/2007 15.01
10/16/2007 15.01
11/16/2007 14.32
12/16/2007 14.20
1/16/2008 13.49
2/15/2008 13.68
3/16/2008 13.09
4/16/2008 13.80
5/16/2008 14.30
6/16/2008 13.51
7/16/2008 12.60
8/16/2008 13.29
9/16/2008 12.01
10/16/2008 9.93
11/16/2008 9.74
12/16/2008 11.87
1/16/2009 11.48
2/15/2009 12.46
3/16/2009 12.42
4/16/2009 13.51
5/16/2009 14.66
6/16/2009 14.73
7/16/2009 14.80
8/16/2009 15.20
9/16/2009 15.91
10/16/2009 15.85
11/16/2009 15.12
12/16/2009 14.89
1/16/2010 14.80
2/15/2010 13.81
3/16/2010 14.44
4/16/2010 14.83
5/16/2010 12.99
6/16/2010 12.82
7/16/2010 12.49
8/16/2010 12.10
9/16/2010 12.36
10/16/2010 12.84
11/16/2010 12.57
12/16/2010 13.03
1/16/2011 13.21
2/15/2011 13.70
3/16/2011 12.61
4/16/2011 12.97
5/16/2011 12.90
6/16/2011 12.07
7/16/2011 12.64
8/16/2011 11.28
9/16/2011 11.24
10/16/2011 11.50
11/16/2011 11.68
12/16/2011 11.40
1/16/2012 12.33
2/15/2012 12.63
3/16/2012 12.96
4/16/2012 12.66
5/16/2012 12.01
6/16/2012 11.89
7/16/2012 12.59
8/16/2012 12.92
9/16/2012 13.34
10/16/2012 13.21
11/16/2012 12.19
12/16/2012 12.86
1/16/2013 13.12
2/15/2013 13.53
3/16/2013 13.72
4/16/2013 13.59
5/16/2013 14.48
6/16/2013 14.10
7/16/2013 14.51
8/16/2013 14.58
9/16/2013 14.84
10/16/2013 14.71
11/16/2013 15.03
12/16/2013 15.20
1/16/2014 15.42
2/15/2014 15.44
3/16/2014 15.60
4/16/2014 15.49
5/16/2014 15.45
6/16/2014 15.83
7/16/2014 15.97
8/16/2014 15.55
9/16/2014 15.89
10/16/2014 14.76
11/16/2014 16.19
12/16/2014 16.11
1/16/2015 16.23
2/15/2015 17.35
3/16/2015 17.27
4/16/2015 17.29
5/16/2015 17.09
6/16/2015 16.96
7/16/2015 16.98
8/16/2015 16.75
9/16/2015 16.09
10/16/2015 16.14
11/16/2015 16.80
12/16/2015 16.69
1/16/2016 15.29
2/15/2016 15.91
3/16/2016 16.71
4/16/2016 17.09
5/16/2016 16.67
6/16/2016 16.74
7/16/2016 17.39
8/16/2016 17.52
9/16/2016 16.92
10/16/2016 16.89
11/16/2016 16.95
12/16/2016 17.33
1/16/2017 17.27
2/15/2017 17.91
3/16/2017 18.04
4/16/2017 17.54
5/16/2017 17.50
6/16/2017 17.91
7/16/2017 18.23
8/16/2017 18.09
9/16/2017 18.18
10/16/2017 18.44
11/16/2017 18.15
12/16/2017 18.64
1/16/2018 18.72
2/15/2018 17.28
3/16/2018 17.37
4/16/2018 16.92
5/16/2018 16.68
6/16/2018 16.84
7/16/2018 17.03
8/16/2018 16.82
9/16/2018 17.21
10/16/2018 16.49
11/16/2018 15.72
12/16/2018 14.65
1/16/2019 15.45
2/15/2019 16.34
3/16/2019 16.60
4/16/2019 17.08
5/16/2019 16.66
6/16/2019 17.03
7/16/2019 17.45
8/16/2019 16.54
9/16/2019 17.40
10/16/2019 17.31
11/16/2019 17.83
12/16/2019 18.25
1/16/2020 18.73
2/15/2020 19.28
3/16/2020 14.12
4/16/2020 18.91
5/16/2020 20.52
6/16/2020 22.40
7/16/2020 23.10
8/16/2020 23.09
9/16/2020 22.64
10/16/2020 22.81

Note: Aggregate forward price-to-earnings ratio of S&P 500 firms. Based on expected earnings for 12 months ahead. Median line is present at ratio 15.2.

Source: Federal Reserve Board staff calculations using Refinitiv (formerly Thomson Reuters), Institutional Brokers Estimate System Estimates."

Return to text
1-10. Spread of Forward Earnings-to-Price Ratio of S&P 500 Firms to 10-Year Real Treasury Yield

Percentage points

Date Spread of forward price-to-earnings ratio
10/16/1991 3.32
11/16/1991 3.30
12/16/1991 3.81
1/16/1992 2.88
2/15/1992 2.80
3/16/1992 2.74
4/16/1992 3.00
5/16/1992 3.14
6/16/1992 3.59
7/16/1992 3.58
8/16/1992 3.78
9/16/1992 3.93
10/16/1992 3.84
11/16/1992 3.38
12/16/1992 3.39
1/16/1993 3.49
2/15/1993 3.80
3/16/1993 3.87
4/16/1993 4.09
5/16/1993 4.23
6/16/1993 4.41
7/16/1993 4.33
8/16/1993 4.35
9/16/1993 4.65
10/16/1993 4.77
11/16/1993 4.38
12/16/1993 4.45
1/16/1994 4.36
2/15/1994 4.18
3/16/1994 3.80
4/16/1994 3.83
5/16/1994 3.68
6/16/1994 3.74
7/16/1994 3.80
8/16/1994 3.75
9/16/1994 3.59
10/16/1994 3.44
11/16/1994 3.47
12/16/1994 3.89
1/16/1995 3.54
2/15/1995 3.76
3/16/1995 3.99
4/16/1995 4.09
5/16/1995 4.38
6/16/1995 4.72
7/16/1995 4.32
8/16/1995 4.08
9/16/1995 4.18
10/16/1995 4.12
11/16/1995 4.22
12/16/1995 4.16
1/16/1996 4.37
2/15/1996 3.65
3/16/1996 3.34
4/16/1996 3.10
5/16/1996 2.74
6/16/1996 2.81
7/16/1996 3.03
8/16/1996 3.03
9/16/1996 2.65
10/16/1996 2.80
11/16/1996 2.94
12/16/1996 2.95
1/16/1997 2.45
2/15/1997 2.28
3/16/1997 2.22
4/16/1997 2.11
5/16/1997 1.82
6/16/1997 1.70
7/16/1997 1.88
8/16/1997 1.93
9/16/1997 1.94
10/16/1997 1.68
11/16/1997 2.03
12/16/1997 2.05
1/16/1998 2.29
2/15/1998 1.78
3/16/1998 1.46
4/16/1998 1.27
5/16/1998 1.29
6/16/1998 1.50
7/16/1998 1.28
8/16/1998 1.76
9/16/1998 2.48
10/16/1998 2.86
11/16/1998 1.96
12/16/1998 2.04
1/16/1999 1.44
2/15/1999 1.20
3/16/1999 0.76
4/16/1999 1.01
5/16/1999 0.71
6/16/1999 0.43
7/16/1999 0.33
8/16/1999 0.40
9/16/1999 0.46
10/16/1999 0.43
11/16/1999 0.24
12/16/1999 0.03
1/16/2000 -0.30
2/15/2000 -0.04
3/16/2000 0.21
4/16/2000 0.42
5/16/2000 0.02
6/16/2000 0.32
7/16/2000 0.41
8/16/2000 0.63
9/16/2000 0.63
10/16/2000 1.21
11/16/2000 1.10
12/16/2000 1.57
1/16/2001 1.67
2/15/2001 1.68
3/16/2001 2.39
4/16/2001 1.78
5/16/2001 1.40
6/16/2001 1.61
7/16/2001 1.68
8/16/2001 1.98
9/16/2001 2.88
10/16/2001 2.60
11/16/2001 2.26
12/16/2001 1.78
1/16/2002 1.94
2/15/2002 2.15
3/16/2002 1.72
4/16/2002 1.97
5/16/2002 2.26
6/16/2002 2.86
7/16/2002 3.79
8/16/2002 3.99
9/16/2002 4.70
10/16/2002 4.54
11/16/2002 4.37
12/16/2002 4.34
1/16/2003 4.27
2/15/2003 4.88
3/16/2003 4.83
4/16/2003 4.72
5/16/2003 4.80
6/16/2003 4.65
7/16/2003 4.15
8/16/2003 3.76
9/16/2003 3.80
10/16/2003 3.77
11/16/2003 3.90
12/16/2003 3.83
1/16/2004 3.75
2/15/2004 3.81
3/16/2004 4.29
4/16/2004 3.85
5/16/2004 3.88
6/16/2004 3.71
7/16/2004 4.14
8/16/2004 4.51
9/16/2004 4.58
10/16/2004 4.72
11/16/2004 4.36
12/16/2004 4.29
1/16/2005 4.40
2/15/2005 4.39
3/16/2005 4.26
4/16/2005 4.61
5/16/2005 4.82
6/16/2005 4.92
7/16/2005 4.74
8/16/2005 4.77
9/16/2005 4.91
10/16/2005 4.92
11/16/2005 4.69
12/16/2005 4.60
1/16/2006 4.71
2/15/2006 4.54
3/16/2006 4.32
4/16/2006 4.10
5/16/2006 4.31
6/16/2006 4.62
7/16/2006 4.54
8/16/2006 4.64
9/16/2006 4.72
10/16/2006 4.53
11/16/2006 4.59
12/16/2006 4.61
1/16/2007 4.18
2/15/2007 4.05
3/16/2007 4.57
4/16/2007 4.16
5/16/2007 4.03
6/16/2007 3.76
7/16/2007 3.81
8/16/2007 4.81
9/16/2007 4.43
10/16/2007 4.43
11/16/2007 5.08
12/16/2007 5.17
1/16/2008 5.99
2/15/2008 5.87
3/16/2008 6.41
4/16/2008 5.86
5/16/2008 5.40
6/16/2008 5.60
7/16/2008 6.25
8/16/2008 5.96
9/16/2008 6.93
10/16/2008 8.31
11/16/2008 8.73
12/16/2008 7.99
1/16/2009 8.05
2/15/2009 7.04
3/16/2009 7.20
4/16/2009 6.65
5/16/2009 5.70
6/16/2009 5.24
7/16/2009 5.39
8/16/2009 5.20
9/16/2009 5.11
10/16/2009 4.94
11/16/2009 5.24
12/16/2009 5.20
1/16/2010 5.25
2/15/2010 5.78
3/16/2010 5.46
4/16/2010 5.21
5/16/2010 6.54
6/16/2010 6.85
7/16/2010 7.16
8/16/2010 7.77
9/16/2010 7.63
10/16/2010 7.35
11/16/2010 7.33
12/16/2010 6.48
1/16/2011 6.40
2/15/2011 5.96
3/16/2011 6.74
4/16/2011 6.58
5/16/2011 6.91
6/16/2011 7.61
7/16/2011 7.23
8/16/2011 8.90
9/16/2011 9.25
10/16/2011 8.98
11/16/2011 9.01
12/16/2011 9.26
1/16/2012 8.42
2/15/2012 8.23
3/16/2012 7.81
4/16/2012 8.31
5/16/2012 9.01
6/16/2012 9.28
7/16/2012 8.78
8/16/2012 8.40
9/16/2012 8.13
10/16/2012 8.14
11/16/2012 8.87
12/16/2012 8.38
1/16/2013 8.02
2/15/2013 7.71
3/16/2013 7.63
4/16/2013 7.92
5/16/2013 7.28
6/16/2013 7.07
7/16/2013 6.49
8/16/2013 6.28
9/16/2013 6.10
10/16/2013 6.45
11/16/2013 6.19
12/16/2013 5.93
1/16/2014 5.89
2/15/2014 6.03
3/16/2014 5.95
4/16/2014 5.96
5/16/2014 6.14
6/16/2014 5.94
7/16/2014 5.89
8/16/2014 6.17
9/16/2014 5.92
10/16/2014 6.63
11/16/2014 6.00
12/16/2014 6.16
1/16/2015 6.34
2/15/2015 5.83
3/16/2015 5.79
4/16/2015 5.93
5/16/2015 5.72
6/16/2015 5.60
7/16/2015 5.68
8/16/2015 5.92
9/16/2015 6.15
10/16/2015 6.24
11/16/2015 5.78
12/16/2015 5.84
1/16/2016 6.52
2/15/2016 6.57
3/16/2016 6.16
4/16/2016 6.21
5/16/2016 6.35
6/16/2016 6.50
7/16/2016 6.37
8/16/2016 6.27
9/16/2016 6.40
10/16/2016 6.35
11/16/2016 5.93
12/16/2016 5.43
1/16/2017 5.61
2/15/2017 5.42
3/16/2017 5.32
4/16/2017 5.67
5/16/2017 5.67
6/16/2017 5.67
7/16/2017 5.39
8/16/2017 5.54
9/16/2017 5.53
10/16/2017 5.25
11/16/2017 5.34
12/16/2017 5.14
1/16/2018 5.00
2/15/2018 5.15
3/16/2018 5.15
4/16/2018 5.34
5/16/2018 5.31
6/16/2018 5.31
7/16/2018 5.17
8/16/2018 5.25
9/16/2018 5.00
10/16/2018 5.12
11/16/2018 5.45
12/16/2018 6.20
1/16/2019 5.96
2/15/2019 5.65
3/16/2019 5.65
4/16/2019 5.52
5/16/2019 5.79
6/16/2019 5.99
7/16/2019 5.87
8/16/2019 6.61
9/16/2019 6.23
10/16/2019 6.26
11/16/2019 5.98
12/16/2019 5.79
1/16/2020 5.76
2/15/2020 5.87
3/16/2020 8.34
4/16/2020 6.77
5/16/2020 6.30
6/16/2020 5.85
7/16/2020 5.73
8/16/2020 5.71
9/16/2020 5.77
10/16/2020 5.64

Note: Aggregate forward earnings-to-price ratio of S&P 500 firms. Based on expected earnings for 12 months ahead. Real Treasury yields are calculated from the 10-year consumer price index inflation forecast and the smoothed nominal yield curve estimated from off-the-run securities. The median is at ratio 4.62.

Source: Federal Reserve Board staff calculations using Refinitiv (formerly Thomson Reuters), Institutional Brokers Estimate System Estimates; Department of the Treasury; Federal Reserve Bank of Philadelphia, Survey of Professional Forecasters.

Return to text
1-11. S&P 500 Return Volatility

The x-axis measures time and ranges from 1997 to 2020. The y-axis ranges from 0 to 70 percent. The data are monthly. The first line is labeled "Option-implied volatility" and is designated by a black line. The line is jagged throughout the plot. It starts around 20 percent in 1997, rises to and falls from around 30 percent at the end of 1997, and rises up from around 20 percent to around 40 percent in both 2001 and 2002. It gradually falls from 2002 through 2006 to around 10 percent, before it rapidly increases to its peak of around 60 percent in late 2008. It quickly declines to around 15 percent in 2010, and rises to 30 percent in late 2010 before falling again to around 20 percent. It rises from 15 percent to around 35 percent and falls back down to around 15 percent in late 2011, and remains steady around 15 percent until 2016, when it rises to almost 25 percent. It falls again from 2016 to the beginning of 2018, when it rises from around 10 percent to around 20 percent. It spikes again beginning October 2018 and ending in December around 25 percent. It then declines throughout 2019, ending around 15 percent in November. In early 2020, there is a large spike to almost 60 percent then a drop to around 30 by October of 2020. The second line is labeled "Realized volatility," and is designated by a blue line. It follows mainly the same trends as the black line, but at a slightly lower percent. It begins at just above 10 percent in 1997, rises to just below 20 percent and falls back to around 10 during 1997, and rises in 1998 to around 25 percent before falling to around 15 percent in 1999. It remains between 15 and just above 20 percent until 2002, when it spikes from around 15 percent to almost 30 percent. It then falls gradually from 2002 to 2004, reaching just under 10 percent and staying steadily around 10 percent through the end of 2006. It then quickly increases through 2007 and 2008, reaching its peak of around 60 percent in late 2008. It quickly declines to around 10 percent in 2010, and rises to around 20 percent in late 2010 before falling again to around 10 percent. It rises from 10 to around 25 percent in late 2011, and falls again to below 10 percent, where it gradually declines until late 2015, when it increases from below 10 percent to just above 20 percent. It falls again from around 20 percent to just under 10 percent in 2015, and continues to decline until early 2018. It then spikes up in October 2018 and continues to rise until January 2019, where it peaks around 20 percent and then declines to about 10 percent in November 2019. In early 2020, there is a spike to around 60 percent, ending around 18 percent in October 2020.

Note: Realized volatility estimated from five-minute returns using an exponentially weighted moving average with 75 percent of the weight distributed over the past 20 days.

Source: Bloomberg Finance LP.

Return to text
1-12. Commercial Real Estate Prices (Real)

Jan. 2001 = 100

Date Equal-weighted Value-weighted
1/16/1998 84.12 91.00
2/15/1998 84.40 90.71
3/16/1998 84.56 90.95
4/16/1998 85.05 90.29
5/16/1998 85.27 92.92
6/16/1998 85.56 94.47
7/16/1998 85.40 93.83
8/16/1998 85.29 93.81
9/16/1998 84.86 93.57
10/16/1998 86.23 93.59
11/16/1998 87.59 93.71
12/16/1998 89.31 93.06
1/16/1999 88.99 91.51
2/15/1999 89.21 91.71
3/16/1999 89.56 91.33
4/16/1999 89.88 90.87
5/16/1999 90.83 91.05
6/16/1999 91.36 91.36
7/16/1999 91.85 91.73
8/16/1999 92.27 93.15
9/16/1999 92.16 93.49
10/16/1999 92.97 93.60
11/16/1999 93.64 93.70
12/16/1999 94.59 93.70
1/16/2000 95.15 93.38
2/15/2000 95.42 91.15
3/16/2000 95.56 89.15
4/16/2000 96.29 88.24
5/16/2000 97.55 91.62
6/16/2000 98.27 94.19
7/16/2000 98.51 96.45
8/16/2000 98.33 98.12
9/16/2000 97.32 99.07
10/16/2000 98.63 100.00
11/16/2000 99.32 100.92
12/16/2000 100.50 101.02
1/16/2001 100.00 100.00
2/15/2001 100.10 99.56
3/16/2001 99.98 99.66
4/16/2001 99.65 99.97
5/16/2001 99.11 99.68
6/16/2001 99.53 98.59
7/16/2001 101.26 98.61
8/16/2001 103.14 98.45
9/16/2001 103.91 97.85
10/16/2001 104.32 96.69
11/16/2001 103.40 95.75
12/16/2001 103.26 95.11
1/16/2002 103.63 95.13
2/15/2002 104.56 96.11
3/16/2002 105.45 96.66
4/16/2002 105.53 96.53
5/16/2002 105.91 96.16
6/16/2002 105.99 95.48
7/16/2002 106.66 95.09
8/16/2002 107.18 95.09
9/16/2002 108.45 95.26
10/16/2002 110.36 95.91
11/16/2002 112.41 97.66
12/16/2002 114.40 100.28
1/16/2003 113.98 101.97
2/15/2003 112.81 102.15
3/16/2003 112.45 101.65
4/16/2003 113.90 101.44
5/16/2003 115.44 101.80
6/16/2003 116.04 101.08
7/16/2003 116.72 100.50
8/16/2003 117.07 98.06
9/16/2003 118.19 96.66
10/16/2003 119.76 96.81
11/16/2003 121.34 97.96
12/16/2003 122.83 99.40
1/16/2004 123.44 99.16
2/15/2004 124.59 101.76
3/16/2004 125.47 102.94
4/16/2004 126.89 106.00
5/16/2004 127.50 105.68
6/16/2004 128.90 107.68
7/16/2004 130.72 109.79
8/16/2004 132.48 112.41
9/16/2004 133.38 114.19
10/16/2004 133.22 115.30
11/16/2004 134.04 115.18
12/16/2004 135.86 114.86
1/16/2005 137.91 113.50
2/15/2005 139.65 114.97
3/16/2005 141.19 115.70
4/16/2005 141.92 117.02
5/16/2005 143.51 116.79
6/16/2005 144.41 117.02
7/16/2005 145.00 117.31
8/16/2005 146.09 117.85
9/16/2005 146.60 118.42
10/16/2005 148.53 120.37
11/16/2005 151.33 123.23
12/16/2005 153.13 125.01
1/16/2006 152.67 124.95
2/15/2006 153.43 125.91
3/16/2006 152.84 127.30
4/16/2006 152.28 128.14
5/16/2006 152.16 129.07
6/16/2006 152.85 129.90
7/16/2006 151.94 131.24
8/16/2006 150.80 132.07
9/16/2006 150.86 132.72
10/16/2006 151.78 133.51
11/16/2006 154.14 134.14
12/16/2006 154.88 136.55
1/16/2007 155.95 138.16
2/15/2007 155.68 139.50
3/16/2007 155.59 139.29
4/16/2007 155.85 140.36
5/16/2007 155.31 141.62
6/16/2007 155.30 142.95
7/16/2007 154.81 144.19
8/16/2007 155.35 145.07
9/16/2007 154.41 144.89
10/16/2007 152.57 145.01
11/16/2007 150.73 144.05
12/16/2007 149.55 143.62
1/16/2008 149.39 141.85
2/15/2008 148.17 135.97
3/16/2008 145.75 130.41
4/16/2008 142.63 124.75
5/16/2008 140.09 127.02
6/16/2008 137.18 128.61
7/16/2008 135.53 131.46
8/16/2008 134.87 128.47
9/16/2008 133.38 125.22
10/16/2008 132.90 124.37
11/16/2008 131.92 126.27
12/16/2008 129.76 126.28
1/16/2009 124.96 124.98
2/15/2009 121.64 120.83
3/16/2009 118.30 117.11
4/16/2009 116.02 110.60
5/16/2009 114.59 103.02
6/16/2009 113.24 95.11
7/16/2009 113.27 90.71
8/16/2009 111.18 91.71
9/16/2009 108.41 92.68
10/16/2009 105.36 92.85
11/16/2009 105.06 89.72
12/16/2009 104.92 87.23
1/16/2010 105.80 85.96
2/15/2010 106.24 86.55
3/16/2010 105.96 88.56
4/16/2010 104.01 91.35
5/16/2010 101.53 94.26
6/16/2010 99.39 94.78
7/16/2010 99.10 94.43
8/16/2010 98.84 94.15
9/16/2010 98.58 94.16
10/16/2010 97.95 94.66
11/16/2010 98.26 93.41
12/16/2010 97.85 93.49
1/16/2011 96.79 93.76
2/15/2011 95.61 95.28
3/16/2011 94.06 95.18
4/16/2011 93.81 94.51
5/16/2011 93.77 93.88
6/16/2011 93.46 93.35
7/16/2011 93.14 92.14
8/16/2011 93.07 91.36
9/16/2011 93.97 91.26
10/16/2011 95.28 93.36
11/16/2011 96.30 95.21
12/16/2011 95.30 97.46
1/16/2012 93.74 98.12
2/15/2012 92.66 98.03
3/16/2012 92.38 95.68
4/16/2012 92.80 94.58
5/16/2012 93.79 94.24
6/16/2012 94.10 96.12
7/16/2012 94.96 97.85
8/16/2012 94.81 98.68
9/16/2012 94.95 97.33
10/16/2012 96.12 96.99
11/16/2012 98.30 97.49
12/16/2012 98.99 99.06
1/16/2013 98.13 99.38
2/15/2013 97.29 99.17
3/16/2013 96.93 100.40
4/16/2013 98.79 102.10
5/16/2013 99.66 104.19
6/16/2013 100.74 104.82
7/16/2013 101.06 107.26
8/16/2013 101.40 108.01
9/16/2013 101.70 109.98
10/16/2013 102.44 110.39
11/16/2013 103.76 111.50
12/16/2013 104.71 110.43
1/16/2014 105.97 110.06
2/15/2014 107.18 109.33
3/16/2014 107.23 109.51
4/16/2014 107.52 109.97
5/16/2014 107.75 110.53
6/16/2014 108.27 111.07
7/16/2014 109.48 111.21
8/16/2014 110.77 112.28
9/16/2014 112.11 112.28
10/16/2014 113.69 114.29
11/16/2014 115.62 115.87
12/16/2014 116.89 120.51
1/16/2015 117.90 124.09
2/15/2015 117.93 128.56
3/16/2015 118.60 126.68
4/16/2015 119.79 126.77
5/16/2015 120.51 124.44
6/16/2015 120.86 125.66
7/16/2015 121.57 125.16
8/16/2015 122.44 125.53
9/16/2015 123.08 126.48
10/16/2015 123.60 126.42
11/16/2015 124.37 126.83
12/16/2015 126.14 126.23
1/16/2016 127.75 125.44
2/15/2016 129.06 124.53
3/16/2016 129.21 122.59
4/16/2016 128.23 122.26
5/16/2016 127.80 123.49
6/16/2016 127.94 125.89
7/16/2016 130.00 128.76
8/16/2016 131.89 129.37
9/16/2016 133.70 128.75
10/16/2016 134.54 129.06
11/16/2016 135.23 130.38
12/16/2016 136.08 131.73
1/16/2017 137.07 130.08
2/15/2017 139.41 129.91
3/16/2017 142.04 130.80
4/16/2017 144.09 132.05
5/16/2017 145.88 132.57
6/16/2017 147.67 131.88
7/16/2017 148.53 131.87
8/16/2017 148.60 133.38
9/16/2017 147.80 134.71
10/16/2017 148.34 137.63
11/16/2017 149.57 138.06
12/16/2017 151.79 137.13
1/16/2018 152.66 134.02
2/15/2018 151.65 135.61
3/16/2018 150.74 138.55
4/16/2018 149.81 142.32
5/16/2018 150.95 139.73
6/16/2018 152.98 135.80
7/16/2018 154.24 133.11
8/16/2018 155.51 134.32
9/16/2018 156.02 135.52
10/16/2018 157.70 135.04
11/16/2018 160.19 135.88
12/16/2018 162.26 137.60
1/16/2019 161.41 140.16
2/15/2019 160.42 142.95
3/16/2019 161.51 142.44
4/16/2019 161.91 142.42
5/16/2019 161.89 142.99
6/16/2019 160.83 146.03
7/16/2019 160.00 147.33
8/16/2019 162.25 147.33
9/16/2019 164.42 145.03
10/16/2019 164.88 142.87
11/16/2019 164.10 142.89
12/16/2019 162.92 144.23
1/16/2020 163.08 145.44
2/16/2020 165.25 145.67
3/16/2020 167.64 146.98
4/16/2020 168.38 147.26
5/16/2020 166.28 144.38
6/16/2020 163.24 141.29
7/16/2020 161.24 141.01
8/16/2020 160.23 141.88

Note: Series deflated using the consumer price index seasonally adjusted by Board staff. The data for the equal-weighted curve begins in 1998 curve begins after the and the value-weighted curve begins in 1996.

Source: CoStar Group, Inc., CoStar Commercial Repeat Sale Indices; Bureau of Labor Statistics, consumer price index via Haver Analytics.

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1-13. Capitalization Rate at Property Purchase

Percent

Date Capitalization rate
1/16/2001 8.51
2/15/2001 8.55
3/16/2001 8.57
4/16/2001 8.58
5/16/2001 8.65
6/16/2001 8.69
7/16/2001 8.77
8/16/2001 8.85
9/16/2001 8.98
10/16/2001 9.00
11/16/2001 8.99
12/16/2001 9.02
1/16/2002 9.01
2/15/2002 9.01
3/16/2002 8.93
4/16/2002 8.90
5/16/2002 8.74
6/16/2002 8.68
7/16/2002 8.58
8/16/2002 8.51
9/16/2002 8.43
10/16/2002 8.37
11/16/2002 8.36
12/16/2002 8.37
1/16/2003 8.35
2/15/2003 8.38
3/16/2003 8.42
4/16/2003 8.47
5/16/2003 8.35
6/16/2003 8.20
7/16/2003 8.11
8/16/2003 8.01
9/16/2003 8.05
10/16/2003 8.01
11/16/2003 8.07
12/16/2003 7.95
1/16/2004 7.90
2/15/2004 7.79
3/16/2004 7.72
4/16/2004 7.71
5/16/2004 7.75
6/16/2004 7.74
7/16/2004 7.73
8/16/2004 7.67
9/16/2004 7.62
10/16/2004 7.55
11/16/2004 7.46
12/16/2004 7.29
1/16/2005 7.25
2/15/2005 7.24
3/16/2005 7.28
4/16/2005 7.24
5/16/2005 7.17
6/16/2005 7.11
7/16/2005 7.06
8/16/2005 7.01
9/16/2005 6.95
10/16/2005 6.88
11/16/2005 6.86
12/16/2005 6.82
1/16/2006 6.79
2/15/2006 6.78
3/16/2006 6.75
4/16/2006 6.76
5/16/2006 6.74
6/16/2006 6.75
7/16/2006 6.68
8/16/2006 6.67
9/16/2006 6.65
10/16/2006 6.70
11/16/2006 6.70
12/16/2006 6.70
1/16/2007 6.64
2/15/2007 6.62
3/16/2007 6.59
4/16/2007 6.57
5/16/2007 6.53
6/16/2007 6.53
7/16/2007 6.55
8/16/2007 6.58
9/16/2007 6.58
10/16/2007 6.61
11/16/2007 6.66
12/16/2007 6.70
1/16/2008 6.69
2/15/2008 6.79
3/16/2008 6.87
4/16/2008 6.98
5/16/2008 6.95
6/16/2008 6.99
7/16/2008 6.99
8/16/2008 6.99
9/16/2008 6.97
10/16/2008 6.95
11/16/2008 7.04
12/16/2008 7.16
1/16/2009 7.40
2/15/2009 7.40
3/16/2009 7.36
4/16/2009 7.21
5/16/2009 7.27
6/16/2009 7.39
7/16/2009 7.74
8/16/2009 7.82
9/16/2009 7.88
10/16/2009 7.79
11/16/2009 7.82
12/16/2009 7.88
1/16/2010 7.84
2/15/2010 7.84
3/16/2010 7.80
4/16/2010 7.90
5/16/2010 7.84
6/16/2010 7.74
7/16/2010 7.68
8/16/2010 7.74
9/16/2010 7.70
10/16/2010 7.65
11/16/2010 7.54
12/16/2010 7.51
1/16/2011 7.52
2/15/2011 7.49
3/16/2011 7.41
4/16/2011 7.43
5/16/2011 7.40
6/16/2011 7.37
7/16/2011 7.27
8/16/2011 7.21
9/16/2011 7.19
10/16/2011 7.24
11/16/2011 7.24
12/16/2011 7.25
1/16/2012 7.14
2/15/2012 7.20
3/16/2012 7.14
4/16/2012 7.17
5/16/2012 7.09
6/16/2012 7.05
7/16/2012 7.05
8/16/2012 7.06
9/16/2012 7.05
10/16/2012 7.03
11/16/2012 6.96
12/16/2012 6.96
1/16/2013 6.96
2/15/2013 6.98
3/16/2013 7.03
4/16/2013 6.98
5/16/2013 7.02
6/16/2013 6.94
7/16/2013 6.96
8/16/2013 6.85
9/16/2013 6.86
10/16/2013 6.90
11/16/2013 6.97
12/16/2013 6.93
1/16/2014 6.82
2/15/2014 6.76
3/16/2014 6.72
4/16/2014 6.78
5/16/2014 6.80
6/16/2014 6.76
7/16/2014 6.70
8/16/2014 6.65
9/16/2014 6.60
10/16/2014 6.59
11/16/2014 6.59
12/16/2014 6.57
1/16/2015 6.52
2/15/2015 6.50
3/16/2015 6.51
4/16/2015 6.47
5/16/2015 6.46
6/16/2015 6.45
7/16/2015 6.48
8/16/2015 6.44
9/16/2015 6.42
10/16/2015 6.40
11/16/2015 6.37
12/16/2015 6.34
1/16/2016 6.37
2/15/2016 6.37
3/16/2016 6.39
4/16/2016 6.29
5/16/2016 6.32
6/16/2016 6.32
7/16/2016 6.30
8/16/2016 6.29
9/16/2016 6.24
10/16/2016 6.26
11/16/2016 6.27
12/16/2016 6.34
1/16/2017 6.35
2/15/2017 6.34
3/16/2017 6.35
4/16/2017 6.37
5/16/2017 6.33
6/16/2017 6.23
7/16/2017 6.18
8/16/2017 6.19
9/16/2017 6.18
10/16/2017 6.21
11/16/2017 6.20
12/16/2017 6.23
1/16/2018 6.21
2/15/2018 6.19
3/16/2018 6.19
4/16/2018 6.19
5/16/2018 6.17
6/16/2018 6.18
7/16/2018 6.19
8/16/2018 6.21
9/16/2018 6.22
10/16/2018 6.22
11/16/2018 6.20
12/16/2018 6.13
1/16/2019 6.15
2/15/2019 6.13
3/16/2019 6.21
4/16/2019 6.18
5/16/2019 6.27
6/16/2019 6.21
7/16/2019 6.23
8/16/2019 6.14
9/16/2019 6.11
10/16/2019 6.10
11/16/2019 6.07
12/16/2019 6.05
1/16/2020 6.09
2/15/2020 6.15
3/16/2020 6.24
4/15/2020 6.00
5/15/2020 5.87
6/14/2020 6.00
7/14/2020 5.89
8/13/2020 5.93
9/12/2020 5.95

Note: Data are a 12-month moving average of weighted capitalization rates in the industrial, retail, office, and multifamily sectors, based on national square footage in 2009.

Source: Real Capital Analytics; Andrew C. Florance, Norm G. Miller, Ruijue Peng, and Jay Spivey (2010), "Slicing, Dicing, and Scoping the Size of the U.S. Commercial Real Estate Market," Journal of Real Estate Portfolio Management, vol. 16 (May-August), pp.101–18.

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1-14. Change in Bank Standards for Commercial Real Estate Loans

The x axis measures time and ranges from the years 1997 to 2020. Data is quarterly. The y axis ranges from -100 to 100, which measures the net percentage of banks reporting on the right. On the left y axis, from -100 to 0, is labeled “Easing” and from 0 to 100 is labeled “Tightening.” There is one variable charted on the plot and it is the net percentage of banks reporting in the Senior Loan Officer Opinion Survey on Bank Lending Practices. It is represented by a solid black line. It begins at 0 and spikes to 60 in 1999. It declines until 2000 with a spike back up to 60 in 2001 then steadily declines until 2005. It then increases until 2009 to around 95. It decreases to around -20 in 2011 and remains fairly steady until 2016. It then increases and hits 30 in 2017. It goes negative again until 2018 where it increases to around 19 by the end of 2019. By Q2 of 2020 it ends around 60. The chart also includes recession bars.

Note: Banks’ responses are weighted by their commercial real estate (CRE) loan market shares. The shaded bars with top caps indicate periods of business recession as defined by the National Bureau of Economic Research: March 2001–November 2001, December 2007–June 2009 and February 2020-June 2020. Survey respondents to the Senior Loan Officer Opinion Survey on Bank Lending Practices are asked about the changes over the quarter.

Source: Source: Federal Reserve Board, Senior Loan Officer Opinion Survey on Bank Lending Practices; Federal Reserve Board staff calculations.

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1-15. Farmland Prices

2019 dollars per acre

Date Midwest index United States
7/2/1967 2538.36 n.a.
7/2/1968 2662.47 n.a.
7/2/1969 2610.89 n.a.
7/2/1970 2497.36 n.a.
7/2/1971 2334.25 n.a.
7/2/1972 2337.93 n.a.
7/2/1973 2514.38 n.a.
7/2/1974 3035.71 n.a.
7/2/1975 3381.89 n.a.
7/2/1976 3973.00 n.a.
7/2/1977 4768.00 n.a.
7/2/1978 4979.11 n.a.
7/2/1979 5052.55 n.a.
7/2/1980 5056.45 n.a.
7/2/1981 4810.21 n.a.
7/2/1982 4383.49 n.a.
7/2/1983 3721.47 n.a.
7/2/1984 3270.99 n.a.
7/2/1985 2332.55 n.a.
7/2/1986 1852.58 n.a.
7/2/1987 1576.09 n.a.
7/2/1988 1726.44 n.a.
7/2/1989 1889.02 n.a.
7/2/1990 1896.45 n.a.
7/2/1991 1855.21 n.a.
7/2/1992 1860.81 n.a.
7/2/1993 1862.78 n.a.
7/2/1994 2258.93 n.a.
7/2/1995 2179.78 n.a.
7/2/1996 2327.78 n.a.
7/2/1997 2142.17 2022.59
7/2/1998 2264.08 2101.56
7/2/1999 2285.87 2148.54
7/2/2000 2255.57 2167.64
7/2/2001 2239.50 2180.46
7/2/2002 2273.27 2259.92
7/2/2003 2303.14 2306.41
7/2/2004 2407.04 2368.29
7/2/2005 2781.21 2697.03
7/2/2006 2999.65 3031.41
7/2/2007 3324.02 3119.43
7/2/2008 3709.13 3277.97
7/2/2009 3525.00 3181.27
7/2/2010 3712.79 3165.21
7/2/2011 4309.02 3387.11
7/2/2012 5046.13 3730.32
7/2/2013 5777.91 4181.25
7/2/2014 6215.96 4417.17
7/2/2015 5968.82 4422.62
7/2/2016 5688.56 4303.65
7/2/2017 5512.78 4203.11
7/2/2018 5379.57 4123.38
7/2/2019 5279.36 4100.00
7/2/2020 5144.82 4032.69

Note: The data for the United States start in 1997. Midwest index is a weighted average of Corn Belt and Great Plains states that comes from staff calculations. Values are given in real terms. Data are through July 2020.

Source: Department of Agriculture; Federal Reserve Board staff calculations.

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1-16. Farmland Price-to-Rent Ratio

Ratio

Date Midwest index United States
7/2/1967 14.13 n.a.
7/2/1968 14.20 n.a.
7/2/1969 14.20 n.a.
7/2/1970 13.99 n.a.
7/2/1971 13.51 n.a.
7/2/1972 13.40 n.a.
7/2/1973 14.17 n.a.
7/2/1974 14.53 n.a.
7/2/1975 14.60 n.a.
7/2/1976 16.16 n.a.
7/2/1977 18.02 n.a.
7/2/1978 19.56 n.a.
7/2/1979 20.58 n.a.
7/2/1980 21.55 n.a.
7/2/1981 21.25 n.a.
7/2/1982 19.56 n.a.
7/2/1983 17.42 n.a.
7/2/1984 15.95 n.a.
7/2/1985 13.00 n.a.
7/2/1986 11.90 n.a.
7/2/1987 11.72 n.a.
7/2/1988 12.52 n.a.
7/2/1989 13.30 n.a.
7/2/1990 13.41 n.a.
7/2/1991 13.51 n.a.
7/2/1992 13.74 n.a.
7/2/1993 13.89 n.a.
7/2/1994 17.97 n.a.
7/2/1995 17.35 n.a.
7/2/1996 18.36 n.a.
7/2/1997 16.67 n.a.
7/2/1998 17.47 20.15
7/2/1999 18.20 20.74
7/2/2000 17.84 20.86
7/2/2001 17.95 21.27
7/2/2002 18.18 22.21
7/2/2003 18.63 22.74
7/2/2004 19.45 22.88
7/2/2005 22.50 26.41
7/2/2006 24.61 30.06
7/2/2007 25.78 32.65
7/2/2008 26.32 32.28
7/2/2009 24.43 26.97
7/2/2010 25.44 26.47
7/2/2011 27.84 26.85
7/2/2012 28.48 26.80
7/2/2013 30.45 28.01
7/2/2014 32.19 29.01
7/2/2015 31.64 28.47
7/2/2016 32.10 29.71
7/2/2017 32.28 29.63
7/2/2018 31.89 29.35
7/2/2019 32.05 29.29
7/2/2020 31.90 29.50

Note: The data for the United States start in 1998. Midwest index is the weighted average of Corn Belt and Great Plains states. Data are through July 2020.

Source: Department of Agriculture; Federal Reserve Board staff calculations.

Return to text
1-17. Growth of Nominal Prices of Existing Homes

Twelve-month percent change

Date Zillow Core Logic
1/16/2011 -4.03 -3.57
2/15/2011 -4.44 -3.52
3/16/2011 -4.91 -4.32
4/16/2011 -5.48 -4.53
5/16/2011 -6.02 -4.42
6/16/2011 -6.38 -3.90
7/16/2011 -6.36 -3.05
8/16/2011 -6.18 -2.30
9/16/2011 -5.86 -1.60
10/16/2011 -5.56 -1.34
11/16/2011 -5.18 -1.33
12/16/2011 -4.82 -0.94
1/16/2012 -4.40 -0.33
2/15/2012 -3.95 0.61
3/16/2012 -3.36 1.93
4/16/2012 -2.62 2.73
5/16/2012 -1.77 3.42
6/16/2012 -0.99 3.81
7/16/2012 -0.33 4.15
8/16/2012 0.26 4.69
9/16/2012 0.83 5.31
10/16/2012 1.48 6.01
11/16/2012 2.17 6.98
12/16/2012 2.91 7.80
1/16/2013 3.65 8.66
2/15/2013 4.36 9.31
3/16/2013 5.02 9.90
4/16/2013 5.59 9.91
5/16/2013 6.10 9.71
6/16/2013 6.63 9.35
7/16/2013 7.14 9.41
8/16/2013 7.62 9.57
9/16/2013 8.01 9.89
10/16/2013 8.30 10.09
11/16/2013 8.45 10.03
12/16/2013 8.49 9.86
1/16/2014 8.43 9.82
2/15/2014 8.32 9.78
3/16/2014 8.03 8.95
4/16/2014 7.63 7.97
5/16/2014 7.17 7.04
6/16/2014 6.72 6.30
7/16/2014 6.24 5.70
8/16/2014 5.73 5.30
9/16/2014 5.24 5.05
10/16/2014 4.85 5.08
11/16/2014 4.60 5.02
12/16/2014 4.43 4.96
1/16/2015 4.27 4.98
2/15/2015 4.15 5.08
3/16/2015 4.21 5.19
4/16/2015 4.36 5.22
5/16/2015 4.54 5.19
6/16/2015 4.64 5.17
7/16/2015 4.74 5.05
8/16/2015 4.91 5.04
9/16/2015 5.10 5.24
10/16/2015 5.23 5.32
11/16/2015 5.24 5.42
12/16/2015 5.28 5.56
1/16/2016 5.38 5.64
2/15/2016 5.47 5.59
3/16/2016 5.44 5.57
4/16/2016 5.41 5.53
5/16/2016 5.39 5.36
6/16/2016 5.45 5.13
7/16/2016 5.53 5.14
8/16/2016 5.59 5.15
9/16/2016 5.64 5.21
10/16/2016 5.70 5.33
11/16/2016 5.83 5.45
12/16/2016 5.92 5.45
1/16/2017 5.95 5.49
2/15/2017 5.95 5.66
3/16/2017 6.06 5.70
4/16/2017 6.16 5.62
5/16/2017 6.26 5.64
6/16/2017 6.31 5.75
7/16/2017 6.34 5.77
8/16/2017 6.36 5.86
9/16/2017 6.40 5.92
10/16/2017 6.47 5.99
11/16/2017 6.51 6.06
12/16/2017 6.56 6.06
1/16/2018 6.60 6.01
2/15/2018 6.66 6.26
3/16/2018 6.69 6.45
4/16/2018 6.71 6.43
5/16/2018 6.73 6.29
6/16/2018 6.74 6.02
7/16/2018 6.72 5.77
8/16/2018 6.62 5.50
9/16/2018 6.43 5.31
10/16/2018 6.21 5.21
11/16/2018 5.97 4.90
12/16/2018 5.77 4.52
1/16/2019 5.58 4.29
2/15/2019 5.34 4.04
3/16/2019 5.05 3.76
4/16/2019 4.76 3.67
5/16/2019 4.56 3.65
6/16/2019 4.42 3.52
7/16/2019 4.29 3.44
8/16/2019 4.12 3.49
9/16/2019 3.95 3.48
10/16/2019 3.83 3.47
11/16/2019 3.75 3.63
12/16/2019 3.71 3.83
1/16/2020 3.71 3.93
2/15/2020 3.81 4.04
3/16/2020 4.00 4.44
4/16/2020 4.22 4.42
5/16/2020 4.33 3.99
6/16/2020 4.40 4.30
7/16/2020 4.62 5.07
8/16/2020 5.11 5.89

Source: CoreLogic Real Estate Data; Zillow, Inc., Zillow Real Estate Data.

Return to text
1-18. Housing Price-to-Rent Ratio
Date Long-run trend Price-to-rent ratio
1/16/1983 78.97 75.24
2/15/1983 79.01 75.06
3/16/1983 79.06 75.11
4/16/1983 79.10 75.06
5/16/1983 79.14 75.31
6/16/1983 79.19 75.36
7/16/1983 79.24 75.48
8/16/1983 79.30 75.58
9/16/1983 79.35 75.50
10/16/1983 79.40 75.67
11/16/1983 79.44 75.77
12/16/1983 79.49 75.83
1/16/1984 79.54 75.83
2/15/1984 79.59 75.88
3/16/1984 79.64 75.66
4/16/1984 79.69 75.38
5/16/1984 79.75 75.49
6/16/1984 79.80 75.40
7/16/1984 79.86 75.38
8/16/1984 79.92 75.30
9/16/1984 79.98 75.29
10/16/1984 80.02 75.19
11/16/1984 80.06 75.10
12/16/1984 80.11 74.73
1/16/1985 80.16 74.67
2/15/1985 80.20 74.48
3/16/1985 80.25 74.53
4/16/1985 80.29 74.66
5/16/1985 80.34 74.40
6/16/1985 80.38 74.44
7/16/1985 80.42 74.54
8/16/1985 80.46 74.44
9/16/1985 80.50 74.59
10/16/1985 80.54 74.49
11/16/1985 80.59 74.44
12/16/1985 80.63 74.76
1/16/1986 80.68 75.03
2/15/1986 80.71 75.55
3/16/1986 80.76 75.43
4/16/1986 80.80 75.00
5/16/1986 80.85 75.47
6/16/1986 80.89 75.85
7/16/1986 80.94 76.05
8/16/1986 80.99 76.78
9/16/1986 81.04 77.08
10/16/1986 81.08 77.32
11/16/1986 81.12 77.67
12/16/1986 81.17 78.18
1/16/1987 81.21 78.59
2/15/1987 81.25 79.11
3/16/1987 81.30 79.67
4/16/1987 81.36 80.26
5/16/1987 81.42 80.76
6/16/1987 81.48 81.53
7/16/1987 81.53 81.84
8/16/1987 81.57 82.02
9/16/1987 81.62 82.30
10/16/1987 81.68 82.68
11/16/1987 81.73 83.36
12/16/1987 81.79 83.30
1/16/1988 81.83 83.56
2/15/1988 81.87 83.82
3/16/1988 81.91 84.10
4/16/1988 81.96 84.54
5/16/1988 82.02 85.07
6/16/1988 82.07 85.69
7/16/1988 82.12 86.40
8/16/1988 82.17 86.99
9/16/1988 82.22 87.46
10/16/1988 82.27 88.14
11/16/1988 82.32 88.65
12/16/1988 82.37 89.12
1/16/1989 82.43 89.50
2/15/1989 82.48 89.84
3/16/1989 82.53 90.26
4/16/1989 82.58 90.61
5/16/1989 82.62 90.78
6/16/1989 82.67 90.69
7/16/1989 82.71 90.67
8/16/1989 82.76 90.84
9/16/1989 82.80 91.21
10/16/1989 82.85 91.17
11/16/1989 82.90 91.26
12/16/1989 82.95 91.37
1/16/1990 83.01 91.46
2/15/1990 83.06 91.61
3/16/1990 83.11 91.48
4/16/1990 83.16 91.29
5/16/1990 83.21 91.05
6/16/1990 83.25 90.61
7/16/1990 83.30 90.12
8/16/1990 83.34 89.56
9/16/1990 83.39 89.12
10/16/1990 83.43 88.63
11/16/1990 83.48 88.30
12/16/1990 83.53 87.72
1/16/1991 83.58 87.33
2/15/1991 83.62 86.85
3/16/1991 83.66 86.34
4/16/1991 83.71 86.05
5/16/1991 83.76 85.87
6/16/1991 83.81 85.90
7/16/1991 83.86 85.63
8/16/1991 83.91 85.61
9/16/1991 83.96 84.98
10/16/1991 84.00 84.86
11/16/1991 84.04 84.48
12/16/1991 84.09 84.23
1/16/1992 84.14 84.06
2/15/1992 84.19 83.95
3/16/1992 84.25 83.43
4/16/1992 84.29 83.63
5/16/1992 84.34 83.40
6/16/1992 84.39 83.09
7/16/1992 84.43 82.80
8/16/1992 84.48 82.77
9/16/1992 84.52 82.75
10/16/1992 84.57 82.31
11/16/1992 84.62 82.04
12/16/1992 84.67 82.06
1/16/1993 84.71 81.92
2/15/1993 84.75 81.86
3/16/1993 84.80 81.90
4/16/1993 84.84 81.67
5/16/1993 84.88 81.58
6/16/1993 84.92 81.50
7/16/1993 84.97 81.69
8/16/1993 85.02 81.67
9/16/1993 85.06 81.89
10/16/1993 85.11 81.93
11/16/1993 85.16 82.14
12/16/1993 85.21 82.10
1/16/1994 85.26 82.06
2/15/1994 85.31 81.81
3/16/1994 85.36 81.60
4/16/1994 85.42 81.73
5/16/1994 85.48 81.82
6/16/1994 85.54 81.97
7/16/1994 85.59 81.87
8/16/1994 85.64 81.67
9/16/1994 85.69 81.54
10/16/1994 85.74 81.55
11/16/1994 85.80 81.46
12/16/1994 85.85 81.47
1/16/1995 85.90 81.37
2/15/1995 85.94 81.35
3/16/1995 85.99 81.24
4/16/1995 86.03 81.24
5/16/1995 86.06 81.23
6/16/1995 86.10 81.30
7/16/1995 86.15 81.31
8/16/1995 86.20 81.40
9/16/1995 86.24 81.48
10/16/1995 86.29 81.45
11/16/1995 86.34 81.42
12/16/1995 86.38 81.38
1/16/1996 86.43 81.38
2/15/1996 86.48 81.42
3/16/1996 86.53 81.53
4/16/1996 86.58 81.61
5/16/1996 86.64 81.59
6/16/1996 86.69 81.52
7/16/1996 86.74 81.40
8/16/1996 86.79 81.43
9/16/1996 86.84 81.39
10/16/1996 86.88 81.34
11/16/1996 86.93 81.35
12/16/1996 86.97 81.37
1/16/1997 87.02 81.40
2/15/1997 87.07 81.43
3/16/1997 87.12 81.48
4/16/1997 87.17 81.50
5/16/1997 87.22 81.52
6/16/1997 87.27 81.62
7/16/1997 87.31 81.79
8/16/1997 87.36 81.92
9/16/1997 87.40 82.08
10/16/1997 87.45 82.32
11/16/1997 87.50 82.58
12/16/1997 87.55 82.88
1/16/1998 87.60 83.24
2/15/1998 87.64 83.60
3/16/1998 87.69 83.90
4/16/1998 87.74 84.14
5/16/1998 87.79 84.35
6/16/1998 87.84 84.52
7/16/1998 87.88 84.77
8/16/1998 87.93 85.02
9/16/1998 87.97 85.32
10/16/1998 88.02 85.69
11/16/1998 88.07 86.02
12/16/1998 88.12 86.37
1/16/1999 88.17 86.66
2/15/1999 88.22 86.98
3/16/1999 88.27 87.26
4/16/1999 88.32 87.57
5/16/1999 88.37 88.00
6/16/1999 88.42 88.47
7/16/1999 88.47 88.91
8/16/1999 88.53 89.35
9/16/1999 88.58 89.76
10/16/1999 88.63 90.24
11/16/1999 88.67 90.43
12/16/1999 88.72 90.90
1/16/2000 88.78 91.24
2/15/2000 88.83 91.84
3/16/2000 88.88 92.42
4/16/2000 88.93 93.06
5/16/2000 88.98 93.63
6/16/2000 89.02 94.14
7/16/2000 89.07 94.49
8/16/2000 89.12 94.85
9/16/2000 89.16 95.21
10/16/2000 89.20 95.54
11/16/2000 89.25 95.98
12/16/2000 89.29 96.36
1/16/2001 89.34 96.84
2/15/2001 89.38 97.24
3/16/2001 89.42 97.56
4/16/2001 89.47 97.81
5/16/2001 89.52 97.92
6/16/2001 89.57 98.17
7/16/2001 89.62 98.41
8/16/2001 89.66 98.63
9/16/2001 89.71 98.87
10/16/2001 89.75 99.07
11/16/2001 89.80 99.27
12/16/2001 89.84 99.36
1/16/2002 89.90 99.61
2/15/2002 89.94 99.84
3/16/2002 90.00 100.23
4/16/2002 90.04 100.79
5/16/2002 90.09 101.44
6/16/2002 90.14 102.05
7/16/2002 90.18 102.69
8/16/2002 90.22 103.32
9/16/2002 90.26 103.86
10/16/2002 90.31 104.30
11/16/2002 90.36 104.71
12/16/2002 90.40 105.17
1/16/2003 90.45 105.47
2/15/2003 90.50 105.94
3/16/2003 90.55 106.37
4/16/2003 90.59 106.78
5/16/2003 90.64 107.23
6/16/2003 90.68 107.87
7/16/2003 90.73 108.50
8/16/2003 90.79 109.23
9/16/2003 90.84 110.04
10/16/2003 90.89 110.97
11/16/2003 90.93 111.82
12/16/2003 90.98 112.73
1/16/2004 91.03 113.67
2/15/2004 91.07 114.55
3/16/2004 91.12 115.51
4/16/2004 91.17 116.46
5/16/2004 91.23 117.46
6/16/2004 91.28 118.43
7/16/2004 91.33 119.40
8/16/2004 91.38 120.23
9/16/2004 91.42 121.17
10/16/2004 91.47 122.18
11/16/2004 91.52 123.27
12/16/2004 91.57 124.20
1/16/2005 91.62 125.23
2/15/2005 91.66 126.35
3/16/2005 91.72 127.49
4/16/2005 91.76 128.59
5/16/2005 91.81 129.64
6/16/2005 91.86 130.62
7/16/2005 91.91 131.46
8/16/2005 91.95 132.38
9/16/2005 92.00 133.22
10/16/2005 92.05 133.95
11/16/2005 92.10 134.66
12/16/2005 92.15 135.32
1/16/2006 92.20 135.89
2/15/2006 92.24 136.11
3/16/2006 92.29 136.08
4/16/2006 92.34 135.82
5/16/2006 92.39 135.33
6/16/2006 92.44 134.69
7/16/2006 92.48 134.05
8/16/2006 92.53 133.35
9/16/2006 92.58 132.77
10/16/2006 92.62 132.30
11/16/2006 92.67 131.90
12/16/2006 92.71 131.38
1/16/2007 92.77 130.87
2/15/2007 92.81 130.08
3/16/2007 92.87 129.17
4/16/2007 92.92 128.10
5/16/2007 92.97 126.81
6/16/2007 93.02 125.44
7/16/2007 93.07 124.07
8/16/2007 93.12 122.83
9/16/2007 93.17 121.54
10/16/2007 93.21 120.11
11/16/2007 93.25 118.68
12/16/2007 93.30 117.23
1/16/2008 93.34 115.73
2/15/2008 93.39 114.13
3/16/2008 93.43 112.34
4/16/2008 93.48 110.40
5/16/2008 93.53 108.57
6/16/2008 93.58 106.63
7/16/2008 93.63 104.80
8/16/2008 93.68 102.94
9/16/2008 93.73 101.01
10/16/2008 93.78 98.94
11/16/2008 93.82 96.89
12/16/2008 93.86 95.06
1/16/2009 93.91 93.45
2/15/2009 93.94 92.27
3/16/2009 93.98 91.50
4/16/2009 94.03 91.07
5/16/2009 94.08 90.96
6/16/2009 94.12 91.05
7/16/2009 94.18 91.25
8/16/2009 94.23 91.37
9/16/2009 94.28 91.54
10/16/2009 94.32 91.79
11/16/2009 94.37 91.98
12/16/2009 94.42 92.09
1/16/2010 94.47 92.08
2/15/2010 94.51 92.08
3/16/2010 94.56 92.03
4/16/2010 94.61 91.94
5/16/2010 94.66 91.71
6/16/2010 94.70 91.20
7/16/2010 94.75 90.56
8/16/2010 94.79 89.93
9/16/2010 94.83 89.17
10/16/2010 94.88 88.71
11/16/2010 94.93 88.20
12/16/2010 94.98 87.80
1/16/2011 95.04 87.36
2/15/2011 95.08 86.88
3/16/2011 95.13 86.39
4/16/2011 95.18 86.00
5/16/2011 95.22 85.73
6/16/2011 95.26 85.61
7/16/2011 95.31 85.61
8/16/2011 95.35 85.45
9/16/2011 95.40 85.32
10/16/2011 95.44 85.05
11/16/2011 95.49 84.82
12/16/2011 95.54 84.60
1/16/2012 95.59 84.58
2/15/2012 95.63 84.71
3/16/2012 95.68 85.08
4/16/2012 95.73 85.57
5/16/2012 95.78 86.22
6/16/2012 95.82 86.87
7/16/2012 95.87 87.36
8/16/2012 95.91 87.80
9/16/2012 95.96 88.16
10/16/2012 96.01 88.44
11/16/2012 96.05 88.96
12/16/2012 96.10 89.50
1/16/2013 96.15 90.05
2/15/2013 96.20 90.64
3/16/2013 96.25 91.27
4/16/2013 96.30 92.01
5/16/2013 96.35 92.61
6/16/2013 96.40 93.22
7/16/2013 96.45 93.86
8/16/2013 96.51 94.31
9/16/2013 96.56 94.90
10/16/2013 96.61 95.43
11/16/2013 96.65 95.89
12/16/2013 96.70 96.19
1/16/2014 96.75 96.46
2/15/2014 96.80 96.68
3/16/2014 96.85 96.65
4/16/2014 96.89 96.54
5/16/2014 96.94 96.47
6/16/2014 96.99 96.43
7/16/2014 97.03 96.50
8/16/2014 97.08 96.70
9/16/2014 97.13 96.92
10/16/2014 97.18 97.21
11/16/2014 97.22 97.38
12/16/2014 97.27 97.66
1/16/2015 97.31 97.83
2/15/2015 97.36 97.91
3/16/2015 97.40 97.97
4/16/2015 97.45 98.08
5/16/2015 97.50 98.20
6/16/2015 97.55 98.32
7/16/2015 97.60 98.44
8/16/2015 97.65 98.61
9/16/2015 97.70 98.69
10/16/2015 97.75 98.88
11/16/2015 97.79 99.10
12/16/2015 97.84 99.29
1/16/2016 97.89 99.41
2/15/2016 97.93 99.50
3/16/2016 97.98 99.60
4/16/2016 98.03 99.66
5/16/2016 98.07 99.69
6/16/2016 98.12 99.75
7/16/2016 98.17 99.87
8/16/2016 98.22 100.04
9/16/2016 98.26 100.25
10/16/2016 98.31 100.40
11/16/2016 98.37 100.61
12/16/2016 98.42 100.79
1/16/2017 98.47 100.98
2/15/2017 98.52 101.10
3/16/2017 98.57 101.23
4/16/2017 98.62 101.38
5/16/2017 98.66 101.48
6/16/2017 98.71 101.66
7/16/2017 98.76 101.92
8/16/2017 98.81 102.10
9/16/2017 98.85 102.44
10/16/2017 98.90 102.70
11/16/2017 98.95 102.95
12/16/2017 99.00 103.14
1/16/2018 99.05 103.36
2/15/2018 99.10 103.66
3/16/2018 99.16 103.92
4/16/2018 99.21 104.02
5/16/2018 99.26 104.11
6/16/2018 99.31 104.15
7/16/2018 99.36 104.12
8/16/2018 99.41 104.06
9/16/2018 99.45 104.11
10/16/2018 99.50 104.14
11/16/2018 99.55 104.04
12/16/2018 99.60 104.04
1/16/2019 99.65 103.97
2/15/2019 99.69 103.89
3/16/2019 99.73 103.76
4/16/2019 99.78 103.64
5/16/2019 99.82 103.68
6/16/2019 99.87 103.58
7/16/2019 99.91 103.61
8/16/2019 99.96 103.72
9/16/2019 99.54 103.10
10/16/2019 99.59 103.23
11/16/2019 99.63 103.32
12/16/2019 99.68 103.46
1/16/2020 99.73 103.52
2/16/2020 99.77 103.64
3/16/2020 99.81 103.79
4/16/2020 99.86 104.03
5/16/2020 99.91 104.35
6/16/2020 99.96 104.91
7/16/2020 100.00 105.63

Note: Log of the price-to-rent ratio. Long-run trend is estimated using data from 1978 to 2001 and includes the effect of carrying costs on the expected price-to-rent ratio. The last value of the trend is normalized to equal 100.

Source: For house prices, CoreLogic; for rent data, Bureau of Labor Statistics.

Return to text
1-19. Selected Local Housing Price-to-Rent Ratio Indexes

Jan. 2010 = 100

Date Phoenix Miami Los Angeles Median 90th Percentile 10th Percentile
1/16/2002 106.97 115.95 98.33 102.71 115.95 88.01
2/15/2002 107.56 116.86 98.93 103.23 116.86 87.69
3/16/2002 108.18 117.91 99.67 103.93 117.91 88.24
4/16/2002 108.63 118.76 100.54 104.64 118.76 89.52
5/16/2002 108.93 119.35 101.72 106.25 119.35 91.06
6/16/2002 109.06 120.34 102.86 106.41 120.34 91.82
7/16/2002 109.29 121.20 104.48 106.60 121.20 92.77
8/16/2002 109.58 122.49 105.60 106.77 122.49 92.31
9/16/2002 109.77 123.30 106.68 107.22 123.30 92.13
10/16/2002 110.17 123.72 107.53 107.53 123.72 92.78
11/16/2002 110.59 125.29 108.61 108.00 125.29 93.11
12/16/2002 111.00 126.72 109.58 108.52 126.72 93.45
1/16/2003 111.96 128.71 110.39 109.43 128.71 94.49
2/15/2003 112.24 128.84 111.28 110.08 128.84 94.28
3/16/2003 112.69 130.23 112.19 110.32 130.23 94.23
4/16/2003 113.24 131.43 113.17 110.35 131.43 93.93
5/16/2003 113.75 132.72 114.16 110.53 132.72 94.13
6/16/2003 114.15 133.77 115.40 111.39 133.77 94.71
7/16/2003 114.66 135.01 116.46 112.05 135.01 96.08
8/16/2003 115.20 135.96 118.35 112.48 135.96 96.88
9/16/2003 116.02 137.43 120.16 112.93 137.43 98.06
10/16/2003 117.07 138.35 121.92 114.14 138.35 99.04
11/16/2003 118.13 139.52 123.76 115.08 139.52 99.63
12/16/2003 119.13 140.84 125.73 115.45 140.84 100.35
1/16/2004 120.35 141.79 127.41 116.15 141.79 101.19
2/15/2004 121.29 143.38 129.67 116.77 143.38 101.83
3/16/2004 122.54 145.27 132.43 117.52 145.27 102.24
4/16/2004 123.97 145.58 135.12 118.09 147.56 102.92
5/16/2004 125.54 147.14 137.38 118.79 150.36 103.86
6/16/2004 127.33 149.21 139.43 120.57 153.88 104.99
7/16/2004 129.14 150.56 140.79 121.50 156.96 106.57
8/16/2004 131.27 153.09 142.02 121.02 158.90 106.55
9/16/2004 133.98 154.42 142.94 121.33 160.06 107.35
10/16/2004 136.97 156.74 143.92 122.71 161.34 108.32
11/16/2004 140.35 158.44 145.23 124.10 162.06 109.68
12/16/2004 144.34 160.56 146.41 124.80 163.97 111.14
1/16/2005 148.15 163.28 147.80 124.97 164.92 112.35
2/15/2005 152.09 166.17 150.03 125.65 166.17 112.06
3/16/2005 157.46 168.49 152.10 127.21 168.49 112.23
4/16/2005 162.29 171.54 153.66 128.57 171.54 112.49
5/16/2005 167.12 174.52 155.55 129.41 174.52 112.83
6/16/2005 172.60 177.78 157.39 129.94 177.78 112.77
7/16/2005 178.11 179.66 158.82 130.43 179.66 113.30
8/16/2005 182.75 183.38 160.58 131.31 183.38 113.87
9/16/2005 187.03 186.10 162.58 132.01 186.10 113.88
10/16/2005 190.01 189.06 165.02 132.97 189.06 113.59
11/16/2005 192.89 191.93 166.22 133.48 191.93 114.54
12/16/2005 195.31 195.19 168.35 134.27 193.50 114.65
1/16/2006 196.90 197.26 169.81 135.39 192.99 115.06
2/15/2006 198.20 200.01 171.28 135.58 192.11 115.70
3/16/2006 199.46 203.21 171.17 136.31 191.24 116.20
4/16/2006 199.42 203.85 170.47 136.61 192.58 116.54
5/16/2006 198.96 205.42 169.83 136.27 189.96 116.45
6/16/2006 197.35 205.23 169.02 136.36 187.76 116.06
7/16/2006 195.55 201.73 168.55 134.29 185.21 115.08
8/16/2006 193.49 204.16 168.07 135.27 182.42 114.89
9/16/2006 191.39 204.67 167.40 135.35 180.29 114.81
10/16/2006 189.36 204.37 166.29 135.79 178.03 114.62
11/16/2006 187.22 202.73 165.25 136.21 177.36 114.55
12/16/2006 185.21 200.60 163.35 136.39 175.70 114.55
1/16/2007 183.37 198.83 161.25 135.62 175.51 114.41
2/15/2007 180.80 199.63 160.33 137.06 173.58 113.67
3/16/2007 178.29 197.24 156.80 136.67 170.29 113.07
4/16/2007 175.96 195.98 154.84 136.03 166.75 112.72
5/16/2007 173.01 191.89 152.34 134.73 161.62 112.37
6/16/2007 169.93 187.64 149.98 133.69 159.99 111.77
7/16/2007 167.22 182.74 147.48 132.34 157.18 111.68
8/16/2007 164.46 181.28 145.62 130.98 153.06 111.36
9/16/2007 161.02 177.39 143.33 129.43 149.62 110.87
10/16/2007 157.17 173.15 140.47 127.59 147.07 110.15
11/16/2007 152.92 169.18 136.94 125.89 143.84 109.41
12/16/2007 149.18 164.86 133.65 124.24 141.62 108.04
1/16/2008 145.72 159.97 131.24 122.07 137.40 107.50
2/15/2008 142.69 154.56 126.84 120.38 134.46 106.67
3/16/2008 138.24 148.19 123.85 117.73 133.03 106.29
4/16/2008 133.99 141.20 121.13 116.05 131.48 105.11
5/16/2008 130.53 135.24 117.91 115.33 129.83 104.86
6/16/2008 127.14 131.74 115.11 113.35 126.92 104.38
7/16/2008 123.52 129.07 111.55 111.44 124.81 103.47
8/16/2008 120.27 124.62 109.09 109.31 121.64 102.85
9/16/2008 116.82 120.82 106.38 108.00 119.57 101.71
10/16/2008 113.86 116.36 103.82 105.92 115.81 100.42
11/16/2008 110.83 113.44 101.97 104.19 113.44 99.74
12/16/2008 107.52 109.66 99.77 102.51 110.33 98.59
1/16/2009 104.53 108.10 98.72 102.54 108.23 97.54
2/15/2009 102.13 104.19 97.40 102.06 106.78 97.11
3/16/2009 99.43 102.00 96.20 100.90 105.11 95.88
4/16/2009 98.25 100.34 95.23 100.62 104.06 94.69
5/16/2009 97.88 98.74 94.51 99.51 103.19 94.71
6/16/2009 97.60 98.07 94.96 99.36 102.34 95.48
7/16/2009 97.55 98.18 96.39 99.83 101.64 96.34
8/16/2009 97.61 97.99 96.24 98.69 101.46 95.83
9/16/2009 97.34 98.71 96.75 98.73 101.13 96.53
10/16/2009 98.31 99.32 97.36 99.40 100.69 97.36
11/16/2009 99.37 100.19 98.04 100.21 100.81 98.04
12/16/2009 100.13 100.01 99.13 100.01 100.84 98.98
1/16/2010 100.00 100.00 100.00 100.00 100.00 100.00
2/15/2010 99.98 98.31 99.13 99.22 100.00 98.31
3/16/2010 100.44 98.43 99.32 99.32 100.29 98.05
4/16/2010 100.57 98.11 99.06 99.26 100.23 98.11
5/16/2010 100.31 97.65 99.52 99.31 100.56 97.65
6/16/2010 99.84 97.64 99.00 99.00 100.64 97.37
7/16/2010 99.37 95.96 99.04 98.63 101.01 95.96
8/16/2010 98.43 94.22 97.91 97.91 100.12 94.22
9/16/2010 97.37 92.05 97.62 97.22 99.94 93.25
10/16/2010 97.14 91.55 97.18 96.48 99.68 92.20
11/16/2010 96.54 90.41 96.89 96.35 98.87 91.45
12/16/2010 96.01 90.70 96.65 96.47 98.73 90.70
1/16/2011 95.92 90.68 96.40 95.58 98.48 90.68
2/15/2011 94.86 90.56 95.88 94.76 98.27 90.56
3/16/2011 93.91 90.67 95.43 94.17 98.06 90.04
4/16/2011 92.91 91.59 95.43 94.40 98.15 90.17
5/16/2011 91.82 92.48 95.12 93.71 98.14 89.68
6/16/2011 91.04 93.18 95.04 93.88 98.10 89.70
7/16/2011 90.23 94.83 95.23 93.87 98.10 89.44
8/16/2011 90.32 95.07 94.23 94.01 97.79 89.57
9/16/2011 90.72 95.70 93.85 93.67 97.60 89.75
10/16/2011 91.33 96.08 93.54 93.50 97.31 88.18
11/16/2011 92.09 96.51 93.39 93.39 97.39 87.85
12/16/2011 93.25 97.66 93.17 93.17 97.66 87.22
1/16/2012 94.09 98.63 92.94 92.94 97.51 86.60
2/15/2012 95.38 98.87 92.69 93.29 97.42 86.55
3/16/2012 97.08 100.09 92.73 93.33 97.60 86.76
4/16/2012 99.06 100.43 93.82 93.96 98.12 86.60
5/16/2012 100.92 100.97 94.64 94.58 98.52 86.74
6/16/2012 102.66 102.03 95.22 95.24 98.92 86.64
7/16/2012 104.27 103.11 95.65 95.65 98.70 87.03
8/16/2012 105.49 104.88 96.64 96.12 99.53 86.60
9/16/2012 106.46 104.86 97.41 96.60 99.70 87.05
10/16/2012 107.53 105.06 98.43 97.16 101.13 86.81
11/16/2012 108.38 106.71 99.47 97.80 101.62 87.40
12/16/2012 109.08 107.14 100.89 98.85 102.92 87.46
1/16/2013 110.15 108.96 102.06 99.12 103.49 87.13
2/15/2013 111.13 110.79 103.54 99.71 104.64 87.06
3/16/2013 111.99 112.24 105.10 100.44 106.64 87.71
4/16/2013 112.73 113.72 106.66 100.58 107.99 88.37
5/16/2013 113.61 114.80 107.63 101.18 109.24 89.16
6/16/2013 114.38 115.35 108.89 101.48 109.65 89.65
7/16/2013 115.32 116.15 110.48 102.22 110.87 90.29
8/16/2013 116.20 118.70 111.52 103.01 111.52 90.53
9/16/2013 116.80 117.96 112.27 103.75 112.31 90.30
10/16/2013 117.28 118.70 113.15 103.90 113.15 90.30
11/16/2013 117.56 118.90 113.90 104.07 113.90 90.22
12/16/2013 117.77 119.20 114.35 104.27 115.14 90.47
1/16/2014 117.88 119.01 115.19 104.48 115.68 90.94
2/15/2014 117.88 119.48 115.79 103.90 116.92 90.92
3/16/2014 117.93 120.17 116.11 103.73 116.54 90.75
4/16/2014 117.72 121.09 116.27 104.06 117.80 90.93
5/16/2014 117.56 121.40 116.53 104.13 117.95 90.85
6/16/2014 117.40 121.59 116.89 104.08 117.65 91.13
7/16/2014 117.38 121.02 116.99 104.16 118.51 91.18
8/16/2014 117.38 121.17 117.41 104.08 118.94 91.15
9/16/2014 117.45 121.42 117.84 103.79 119.31 91.03
10/16/2014 117.64 122.83 118.01 104.19 120.28 91.39
11/16/2014 117.86 121.78 118.12 104.48 120.77 91.22
12/16/2014 118.19 121.79 118.44 104.11 121.79 91.61
1/16/2015 118.54 122.06 119.13 103.98 122.06 90.50
2/15/2015 118.72 122.31 119.77 104.40 122.31 89.84
3/16/2015 118.87 121.53 119.73 105.19 123.21 90.04
4/16/2015 119.11 122.06 119.67 105.70 123.58 90.28
5/16/2015 119.26 123.39 119.93 106.28 123.53 90.74
6/16/2015 119.47 123.76 120.14 106.76 124.07 91.16
7/16/2015 119.58 123.59 120.30 105.38 123.75 91.40
8/16/2015 119.64 123.06 120.55 106.15 124.49 91.70
9/16/2015 119.75 124.20 120.98 105.83 124.76 91.58
10/16/2015 119.83 124.61 121.58 105.58 125.03 92.09
11/16/2015 119.91 125.10 122.03 105.43 125.10 92.17
12/16/2015 120.01 125.05 122.19 105.30 125.05 92.47
1/16/2016 120.14 125.11 122.17 105.34 125.11 92.64
2/15/2016 119.89 126.14 122.51 105.90 126.14 92.69
3/16/2016 119.85 125.68 122.57 106.16 125.68 92.59
4/16/2016 119.85 125.53 123.05 106.53 125.53 92.64
5/16/2016 119.78 125.17 123.21 106.88 125.17 92.87
6/16/2016 119.87 125.21 123.23 107.23 125.21 92.99
7/16/2016 119.90 124.23 122.87 107.59 124.23 93.23
8/16/2016 119.88 125.12 123.34 108.02 125.12 92.88
9/16/2016 119.84 125.53 123.69 108.33 125.53 93.15
10/16/2016 119.65 125.59 123.87 108.82 125.59 93.22
11/16/2016 119.61 125.94 124.03 109.30 125.94 93.92
12/16/2016 119.81 125.89 124.39 109.56 125.89 94.08
1/16/2017 120.57 126.30 124.24 110.14 126.30 94.35
2/15/2017 120.30 126.09 124.07 110.95 126.09 94.32
3/16/2017 120.42 125.87 124.34 111.61 125.87 94.48
4/16/2017 120.64 125.83 124.59 111.97 125.83 94.74
5/16/2017 120.76 125.77 124.94 111.88 125.77 94.55
6/16/2017 121.11 125.83 125.15 112.00 125.83 94.48
7/16/2017 121.55 126.07 125.31 112.33 126.07 94.49
8/16/2017 121.81 126.55 125.65 112.80 126.55 94.36
9/16/2017 122.22 126.76 126.00 113.00 126.76 94.87
10/16/2017 122.48 126.99 126.57 113.20 126.99 95.28
11/16/2017 122.76 126.41 127.11 113.48 128.20 95.48
12/16/2017 123.31 126.88 127.60 113.93 128.60 95.54
1/16/2018 121.85 127.01 127.71 114.11 128.65 95.34
2/15/2018 122.89 127.27 128.51 114.47 129.47 96.33
3/16/2018 122.99 128.31 128.57 114.72 128.72 96.96
4/16/2018 123.10 128.84 128.44 115.09 129.51 95.88
5/16/2018 123.63 128.27 128.31 115.37 129.53 95.95
6/16/2018 123.83 127.87 128.27 115.56 129.56 95.99
7/16/2018 122.54 127.74 128.15 114.70 129.21 95.81
8/16/2018 123.89 127.81 128.31 114.75 128.46 96.17
9/16/2018 123.95 127.74 128.10 114.93 129.19 96.35
10/16/2018 124.27 127.82 127.78 114.78 129.34 96.00
11/16/2018 124.61 128.27 127.13 115.24 128.27 95.99
12/16/2018 124.78 128.46 126.71 114.21 128.46 95.97
1/16/2019 124.37 127.02 126.13 114.89 127.02 95.68
2/15/2019 124.53 126.85 126.05 114.35 126.85 95.60
3/16/2019 124.62 126.56 124.95 114.13 126.56 95.60
4/16/2019 124.61 126.00 125.18 114.18 126.12 96.12
5/16/2019 124.84 125.62 125.39 114.19 126.66 96.59
6/16/2019 124.80 126.39 125.06 114.23 127.28 96.56
7/16/2019 121.76 127.53 124.55 114.12 127.57 95.99
8/16/2019 123.51 127.36 124.46 114.03 127.57 96.58
9/16/2019 123.43 127.43 124.31 114.28 127.43 96.48
10/16/2019 123.47 127.67 124.20 114.47 127.67 96.51
11/16/2019 123.23 127.98 124.51 114.80 127.98 96.48
12/16/2019 123.27 128.58 124.72 115.31 128.58 96.24
1/16/2020 123.57 129.23 125.15 115.32 129.23 96.16
2/16/2020 124.91 129.47 125.35 115.32 129.47 96.24
3/16/2020 124.76 129.76 125.70 115.52 129.76 96.47
4/16/2020 125.37 129.72 125.85 115.41 129.72 96.45
5/16/2020 125.41 129.15 125.55 114.45 129.15 96.18
6/16/2020 126.71 129.96 125.14 114.76 129.96 95.61
7/16/2020 128.71 131.14 127.23 116.27 131.14 95.88
8/16/2020 130.12 131.21 127.23 116.37 131.21 95.54

Note: The data are seasonally adjusted. The data for Phoenix start in 2002. Monthly rent values for Phoenix are interpolated from semiannual numbers. Percentiles are based on 19 metropolitan statistical areas.

Source: For house prices, CoreLogic Real Estate Data; for rent data, Bureau of Labor Statistics.

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2-1. Private Nonfinancial-Sector Credit-to-GDP Ratio

Ratio

Period Private Nonfinancial-Sector Credit-to-GDP Ratio
1980:Q1 0.98
1980:Q2 0.99
1980:Q3 0.98
1980:Q4 0.97
1981:Q1 0.94
1981:Q2 0.96
1981:Q3 0.96
1981:Q4 0.97
1982:Q1 0.99
1982:Q2 0.99
1982:Q3 1.00
1982:Q4 1.00
1983:Q1 1.00
1983:Q2 0.99
1983:Q3 0.99
1983:Q4 0.99
1984:Q1 0.99
1984:Q2 1.00
1984:Q3 1.02
1984:Q4 1.04
1985:Q1 1.05
1985:Q2 1.07
1985:Q3 1.08
1985:Q4 1.10
1986:Q1 1.11
1986:Q2 1.13
1986:Q3 1.15
1986:Q4 1.17
1987:Q1 1.18
1987:Q2 1.18
1987:Q3 1.19
1987:Q4 1.18
1988:Q1 1.19
1988:Q2 1.20
1988:Q3 1.20
1988:Q4 1.20
1989:Q1 1.20
1989:Q2 1.21
1989:Q3 1.21
1989:Q4 1.22
1990:Q1 1.22
1990:Q2 1.22
1990:Q3 1.22
1990:Q4 1.23
1991:Q1 1.23
1991:Q2 1.22
1991:Q3 1.21
1991:Q4 1.20
1992:Q1 1.19
1992:Q2 1.18
1992:Q3 1.17
1992:Q4 1.15
1993:Q1 1.15
1993:Q2 1.16
1993:Q3 1.16
1993:Q4 1.15
1994:Q1 1.15
1994:Q2 1.15
1994:Q3 1.15
1994:Q4 1.16
1995:Q1 1.16
1995:Q2 1.18
1995:Q3 1.18
1995:Q4 1.18
1996:Q1 1.19
1996:Q2 1.18
1996:Q3 1.19
1996:Q4 1.18
1997:Q1 1.19
1997:Q2 1.19
1997:Q3 1.19
1997:Q4 1.20
1998:Q1 1.21
1998:Q2 1.23
1998:Q3 1.23
1998:Q4 1.24
1999:Q1 1.25
1999:Q2 1.27
1999:Q3 1.28
1999:Q4 1.28
2000:Q1 1.30
2000:Q2 1.30
2000:Q3 1.32
2000:Q4 1.32
2001:Q1 1.33
2001:Q2 1.34
2001:Q3 1.37
2001:Q4 1.38
2002:Q1 1.39
2002:Q2 1.39
2002:Q3 1.40
2002:Q4 1.41
2003:Q1 1.42
2003:Q2 1.44
2003:Q3 1.43
2003:Q4 1.43
2004:Q1 1.44
2004:Q2 1.45
2004:Q3 1.46
2004:Q4 1.47
2005:Q1 1.47
2005:Q2 1.49
2005:Q3 1.50
2005:Q4 1.51
2006:Q1 1.53
2006:Q2 1.55
2006:Q3 1.57
2006:Q4 1.59
2007:Q1 1.60
2007:Q2 1.62
2007:Q3 1.64
2007:Q4 1.66
2008:Q1 1.69
2008:Q2 1.68
2008:Q3 1.69
2008:Q4 1.70
2009:Q1 1.71
2009:Q2 1.71
2009:Q3 1.69
2009:Q4 1.65
2010:Q1 1.63
2010:Q2 1.60
2010:Q3 1.58
2010:Q4 1.56
2011:Q1 1.56
2011:Q2 1.54
2011:Q3 1.53
2011:Q4 1.51
2012:Q1 1.49
2012:Q2 1.49
2012:Q3 1.49
2012:Q4 1.49
2013:Q1 1.48
2013:Q2 1.48
2013:Q3 1.47
2013:Q4 1.46
2014:Q1 1.47
2014:Q2 1.46
2014:Q3 1.45
2014:Q4 1.45
2015:Q1 1.46
2015:Q2 1.46
2015:Q3 1.46
2015:Q4 1.47
2016:Q1 1.48
2016:Q2 1.48
2016:Q3 1.48
2016:Q4 1.48
2017:Q1 1.48
2017:Q2 1.49
2017:Q3 1.48
2017:Q4 1.48
2018:Q1 1.48
2018:Q2 1.48
2018:Q3 1.48
2018:Q4 1.48
2019:Q1 1.48
2019:Q2 1.48
2019:Q3 1.48
2019:Q4 1.48
2020:Q1 1.53
2020:Q2 1.73

Note: The shaded bars with top caps indicate periods of business recession as defined by the National Bureau of Economic Research: January 1980-July 1980, July 1981-November 1982, July 1990- March 1991, March 2001-November 2001, December 2007-June 2009, and February 2020-June 2020. GDP is gross domestic product.

Source: Federal Reserve Board staff calculations based on Bureau of Economic Analysis, national income and product accounts, and Federal Reserve Board, Statistical Release Z.1, "Financial Accounts of the United States."

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2-2. Nonfinancial Business- and Household-Sector Credit-to-GDP Ratios

Ratio

Period Household (left scale) Nonfinancial Business (right scale)
1980:Q1 0.48 0.50
1980:Q2 0.48 0.50
1980:Q3 0.48 0.50
1980:Q4 0.48 0.49
1981:Q1 0.46 0.48
1981:Q2 0.47 0.50
1981:Q3 0.46 0.50
1981:Q4 0.47 0.51
1982:Q1 0.47 0.52
1982:Q2 0.47 0.52
1982:Q3 0.47 0.53
1982:Q4 0.47 0.53
1983:Q1 0.46 0.53
1983:Q2 0.46 0.53
1983:Q3 0.46 0.53
1983:Q4 0.46 0.53
1984:Q1 0.46 0.53
1984:Q2 0.47 0.54
1984:Q3 0.47 0.55
1984:Q4 0.48 0.56
1985:Q1 0.49 0.56
1985:Q2 0.50 0.57
1985:Q3 0.51 0.57
1985:Q4 0.52 0.58
1986:Q1 0.53 0.58
1986:Q2 0.54 0.60
1986:Q3 0.55 0.60
1986:Q4 0.56 0.62
1987:Q1 0.56 0.62
1987:Q2 0.56 0.62
1987:Q3 0.57 0.62
1987:Q4 0.56 0.62
1988:Q1 0.57 0.63
1988:Q2 0.57 0.63
1988:Q3 0.57 0.63
1988:Q4 0.57 0.63
1989:Q1 0.57 0.63
1989:Q2 0.57 0.63
1989:Q3 0.58 0.63
1989:Q4 0.59 0.63
1990:Q1 0.59 0.63
1990:Q2 0.59 0.63
1990:Q3 0.59 0.63
1990:Q4 0.60 0.63
1991:Q1 0.61 0.62
1991:Q2 0.61 0.61
1991:Q3 0.61 0.60
1991:Q4 0.61 0.59
1992:Q1 0.61 0.58
1992:Q2 0.61 0.57
1992:Q3 0.60 0.56
1992:Q4 0.60 0.55
1993:Q1 0.61 0.55
1993:Q2 0.61 0.55
1993:Q3 0.61 0.55
1993:Q4 0.61 0.54
1994:Q1 0.61 0.54
1994:Q2 0.61 0.54
1994:Q3 0.61 0.54
1994:Q4 0.62 0.54
1995:Q1 0.62 0.54
1995:Q2 0.63 0.55
1995:Q3 0.63 0.55
1995:Q4 0.63 0.55
1996:Q1 0.64 0.55
1996:Q2 0.64 0.55
1996:Q3 0.64 0.55
1996:Q4 0.64 0.54
1997:Q1 0.64 0.55
1997:Q2 0.64 0.55
1997:Q3 0.64 0.55
1997:Q4 0.64 0.56
1998:Q1 0.65 0.57
1998:Q2 0.65 0.58
1998:Q3 0.65 0.58
1998:Q4 0.65 0.59
1999:Q1 0.66 0.59
1999:Q2 0.67 0.60
1999:Q3 0.67 0.61
1999:Q4 0.67 0.61
2000:Q1 0.68 0.62
2000:Q2 0.68 0.62
2000:Q3 0.69 0.63
2000:Q4 0.69 0.63
2001:Q1 0.70 0.63
2001:Q2 0.71 0.63
2001:Q3 0.73 0.64
2001:Q4 0.74 0.64
2002:Q1 0.75 0.64
2002:Q2 0.75 0.64
2002:Q3 0.76 0.63
2002:Q4 0.78 0.63
2003:Q1 0.79 0.63
2003:Q2 0.81 0.62
2003:Q3 0.82 0.61
2003:Q4 0.82 0.60
2004:Q1 0.84 0.61
2004:Q2 0.85 0.60
2004:Q3 0.85 0.60
2004:Q4 0.87 0.60
2005:Q1 0.87 0.60
2005:Q2 0.89 0.61
2005:Q3 0.89 0.61
2005:Q4 0.90 0.61
2006:Q1 0.91 0.61
2006:Q2 0.93 0.62
2006:Q3 0.94 0.63
2006:Q4 0.95 0.64
2007:Q1 0.95 0.65
2007:Q2 0.96 0.66
2007:Q3 0.97 0.68
2007:Q4 0.97 0.69
2008:Q1 0.98 0.70
2008:Q2 0.97 0.71
2008:Q3 0.97 0.72
2008:Q4 0.97 0.73
2009:Q1 0.98 0.74
2009:Q2 0.98 0.73
2009:Q3 0.97 0.72
2009:Q4 0.95 0.69
2010:Q1 0.94 0.69
2010:Q2 0.93 0.67
2010:Q3 0.91 0.67
2010:Q4 0.90 0.66
2011:Q1 0.90 0.66
2011:Q2 0.88 0.65
2011:Q3 0.87 0.65
2011:Q4 0.86 0.65
2012:Q1 0.85 0.65
2012:Q2 0.84 0.65
2012:Q3 0.83 0.65
2012:Q4 0.83 0.66
2013:Q1 0.82 0.65
2013:Q2 0.82 0.66
2013:Q3 0.81 0.66
2013:Q4 0.80 0.66
2014:Q1 0.80 0.67
2014:Q2 0.79 0.66
2014:Q3 0.79 0.66
2014:Q4 0.78 0.67
2015:Q1 0.78 0.68
2015:Q2 0.78 0.68
2015:Q3 0.77 0.69
2015:Q4 0.77 0.70
2016:Q1 0.77 0.71
2016:Q2 0.77 0.71
2016:Q3 0.77 0.71
2016:Q4 0.77 0.71
2017:Q1 0.77 0.71
2017:Q2 0.77 0.72
2017:Q3 0.76 0.72
2017:Q4 0.76 0.72
2018:Q1 0.76 0.72
2018:Q2 0.75 0.73
2018:Q3 0.75 0.73
2018:Q4 0.75 0.73
2019:Q1 0.74 0.74
2019:Q2 0.74 0.74
2019:Q3 0.74 0.74
2019:Q4 0.74 0.74
2020:Q1 0.75 0.79
2020:Q2 0.83 0.90

Note: The shaded bars with top caps indicate periods of business recession as defined by the National Bureau of Economic Research: January 1980-July 1980, July 1981-November 1982, July 1990- March 1991, March 2001-November 2001, December 2007-June 2009, and February 2020-June 2020. GDP is gross domestic product.

Source: Federal Reserve Board staff calculations based on Bureau of Economic Analysis, national income and product accounts, and Federal Reserve Board, Statistical Release Z.1, "Financial Accounts of the United States."

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2-3. Growth of Real Aggregate Debt of the Business Sector

Percent change, annual rate

Date Growth of Aggregate Debt
1997:Q1 5.10
1997:Q2 5.83
1997:Q3 9.67
1997:Q4 6.45
1998:Q1 10.48
1998:Q2 11.92
1998:Q3 8.56
1998:Q4 8.80
1999:Q1 10.50
1999:Q2 6.28
1999:Q3 10.62
1999:Q4 6.53
2000:Q1 8.62
2000:Q2 9.27
2000:Q3 4.46
2000:Q4 4.87
2001:Q1 1.38
2001:Q2 4.83
2001:Q3 3.21
2001:Q4 1.87
2002:Q1 2.08
2002:Q2 -0.65
2002:Q3 -0.37
2002:Q4 1.15
2003:Q1 0.14
2003:Q2 -0.65
2003:Q3 1.31
2003:Q4 -2.59
2004:Q1 4.73
2004:Q2 0.57
2004:Q3 5.45
2004:Q4 3.98
2005:Q1 4.83
2005:Q2 5.67
2005:Q3 5.41
2005:Q4 6.84
2006:Q1 8.15
2006:Q2 6.91
2006:Q3 4.35
2006:Q4 10.50
2007:Q1 8.04
2007:Q2 11.44
2007:Q3 11.18
2007:Q4 8.44
2008:Q1 6.04
2008:Q2 5.90
2008:Q3 3.78
2008:Q4 0.54
2009:Q1 -3.31
2009:Q2 -5.08
2009:Q3 -6.39
2009:Q4 -7.11
2010:Q1 -3.34
2010:Q2 -4.13
2010:Q3 1.51
2010:Q4 -0.66
2011:Q1 -1.71
2011:Q2 0.47
2011:Q3 1.23
2011:Q4 2.40
2012:Q1 1.13
2012:Q2 2.27
2012:Q3 5.24
2012:Q4 5.36
2013:Q1 1.44
2013:Q2 3.25
2013:Q3 5.45
2013:Q4 1.92
2014:Q1 5.43
2014:Q2 3.68
2014:Q3 5.13
2014:Q4 6.15
2015:Q1 6.69
2015:Q2 6.68
2015:Q3 4.14
2015:Q4 5.33
2016:Q1 6.90
2016:Q2 1.97
2016:Q3 4.26
2016:Q4 0.79
2017:Q1 4.39
2017:Q2 5.29
2017:Q3 5.13
2017:Q4 2.88
2018:Q1 1.38
2018:Q2 1.00
2018:Q3 3.07
2018:Q4 2.79
2019:Q1 5.60
2019:Q2 2.15
2019:Q3 4.07
2019:Q4 0.60
2020:Q1 16.80
2020:Q2 14.80

Note: Nominal debt growth is seasonally adjusted and is translated into real terms after subtracting the growth rate of the price deflator for core PCE price.

Source: Federal Reserve Board, Statistical Release Z.1, "Financial Accounts of the United States."

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2-4. Net Issuance of Risky Business Debt

Billions of dollars

Period Institutional leveraged loans High-yield and unrated bonds
2004:Q2 15.57 16.51
2004:Q3 6.33 -20.78
2004:Q4 20.88 -2.48
2005:Q1 10.50 -7.45
2005:Q2 16.90 3.98
2005:Q3 7.28 -15.32
2005:Q4 20.61 -6.94
2006:Q1 27.16 0.58
2006:Q2 40.14 -7.80
2006:Q3 17.85 4.98
2006:Q4 66.30 -3.23
2007:Q1 40.68 27.00
2007:Q2 54.31 1.12
2007:Q3 25.72 20.82
2007:Q4 36.06 -10.68
2008:Q1 2.21 -7.24
2008:Q2 26.22 -16.77
2008:Q3 6.60 -1.50
2008:Q4 4.80 3.33
2009:Q1 -11.82 -34.36
2009:Q2 -15.52 -14.45
2009:Q3 -13.26 2.60
2009:Q4 -24.99 -12.70
2010:Q1 -17.85 -16.72
2010:Q2 -9.71 10.78
2010:Q3 11.75 3.38
2010:Q4 -15.34 22.95
2011:Q1 -4.48 12.33
2011:Q2 25.49 5.28
2011:Q3 -5.52 9.42
2011:Q4 3.91 -6.91
2012:Q1 -6.47 1.26
2012:Q2 18.44 30.46
2012:Q3 -4.38 -17.26
2012:Q4 25.96 29.54
2013:Q1 11.30 25.06
2013:Q2 31.31 31.61
2013:Q3 45.16 6.64
2013:Q4 43.54 33.06
2014:Q1 29.45 21.71
2014:Q2 45.61 23.37
2014:Q3 48.43 10.15
2014:Q4 26.17 29.49
2015:Q1 6.46 6.41
2015:Q2 -3.11 50.87
2015:Q3 8.58 4.81
2015:Q4 28.80 2.91
2016:Q1 9.09 -14.51
2016:Q2 4.99 6.19
2016:Q3 -12.88 2.46
2016:Q4 7.19 -6.38
2017:Q1 -4.24 -21.97
2017:Q2 49.01 12.08
2017:Q3 13.03 -9.82
2017:Q4 16.81 4.29
2018:Q1 34.34 -6.53
2018:Q2 54.87 2.49
2018:Q3 45.08 -9.49
2018:Q4 57.60 -5.25
2019:Q1 33.66 -21.39
2019:Q2 16.17 18.85
2019:Q3 -16.16 12.06
2019:Q4 13.09 5.29
2020:Q1 3.08 4.84
2020:Q2 -11.42 78.65
2020:Q3 14.32 7.64

Note: Institutional leveraged loans generally exclude loan commitments held by banks. Key identifies bars in order from top to bottom.

Source: Mergent, Fixed Income Securities Database (FISD); S&P Global, Leveraged Commentary & Data.

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2-5. Gross Balance Sheet Leverage of Public Nonfinancial Businesses

Percent

Period 75th percentile firms All Firms
2000:Q1 30.38 48.26
2000:Q2 29.64 47.96
2000:Q3 29.04 47.56
2000:Q4 29.22 47.01
2001:Q1 29.23 47.54
2001:Q2 29.41 47.56
2001:Q3 29.39 47.36
2001:Q4 30.02 47.22
2002:Q1 30.65 46.12
2002:Q2 29.70 44.46
2002:Q3 29.48 44.03
2002:Q4 29.21 44.41
2003:Q1 29.00 42.84
2003:Q2 28.18 42.23
2003:Q3 27.82 41.74
2003:Q4 26.76 41.53
2004:Q1 26.36 39.49
2004:Q2 25.75 39.04
2004:Q3 25.43 38.74
2004:Q4 25.18 39.18
2005:Q1 24.97 37.84
2005:Q2 24.83 37.84
2005:Q3 24.15 37.44
2005:Q4 24.20 38.31
2006:Q1 24.48 37.42
2006:Q2 24.37 37.79
2006:Q3 24.39 37.70
2006:Q4 24.72 38.53
2007:Q1 24.95 38.04
2007:Q2 25.18 38.63
2007:Q3 25.58 38.67
2007:Q4 25.84 38.91
2008:Q1 26.06 39.07
2008:Q2 26.18 38.77
2008:Q3 27.17 39.97
2008:Q4 28.76 42.57
2009:Q1 28.70 41.54
2009:Q2 27.95 39.91
2009:Q3 26.97 38.47
2009:Q4 26.77 38.74
2010:Q1 26.36 36.97
2010:Q2 26.24 36.65
2010:Q3 26.24 36.26
2010:Q4 26.03 36.95
2011:Q1 25.79 36.11
2011:Q2 25.85 35.61
2011:Q3 26.18 36.36
2011:Q4 26.10 37.73
2012:Q1 26.02 36.95
2012:Q2 26.59 37.11
2012:Q3 26.71 37.47
2012:Q4 27.09 38.76
2013:Q1 26.93 38.01
2013:Q2 27.36 38.22
2013:Q3 27.67 38.51
2013:Q4 27.93 40.10
2014:Q1 28.52 39.22
2014:Q2 28.46 40.27
2014:Q3 28.62 40.81
2014:Q4 29.21 42.14
2015:Q1 30.07 42.36
2015:Q2 30.60 42.08
2015:Q3 31.12 42.51
2015:Q4 32.07 43.84
2016:Q1 32.68 43.78
2016:Q2 32.90 43.68
2016:Q3 32.98 42.97
2016:Q4 32.84 43.14
2017:Q1 33.11 42.69
2017:Q2 33.49 42.19
2017:Q3 33.32 42.12
2017:Q4 32.98 42.00
2018:Q1 33.27 41.95
2018:Q2 33.06 42.11
2018:Q3 32.78 41.59
2018:Q4 33.13 42.18
2019:Q1 35.26 46.30
2019:Q2 35.46 46.56
2019:Q3 35.52 47.25
2019:Q4 35.39 46.44
2020:Q1 37.50 49.87
2020:Q2 37.76 49.07

Note: Gross leverage is an asset-weighted average of the ratio of firms' book value of total debt to book value of total assets. The 75th percentile is calculated from a sample of the 2,500 largest firms by assets. The dashed sections of the lines in the first quarter of 2019 reflect the structural break in the series due to the 2019 compliance deadline for Financial Accounting Standards Board rule Accounting Standards Update 2016-02.

Source: Federal Reserve Board staff calculations based on S&P Global, Compustat.

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2-6. Interest Coverage Ratios for Public Nonfinancial Businesses

Ratio

Period Median 25th percentile
2000:Q1 2.36 0.89
2000:Q2 2.32 0.86
2000:Q3 2.26 0.84
2000:Q4 2.20 0.79
2001:Q1 2.12 0.67
2001:Q2 2.07 0.58
2001:Q3 1.88 0.38
2001:Q4 1.78 0.28
2002:Q1 1.78 0.29
2002:Q2 1.74 0.25
2002:Q3 1.84 0.37
2002:Q4 2.00 0.54
2003:Q1 2.11 0.60
2003:Q2 2.12 0.56
2003:Q3 2.19 0.58
2003:Q4 2.30 0.66
2004:Q1 2.54 0.74
2004:Q2 2.85 0.88
2004:Q3 3.02 1.00
2004:Q4 2.98 0.93
2005:Q1 3.02 0.98
2005:Q2 3.02 0.92
2005:Q3 3.07 0.90
2005:Q4 3.04 0.93
2006:Q1 3.07 0.93
2006:Q2 3.01 0.95
2006:Q3 2.97 0.89
2006:Q4 2.93 0.90
2007:Q1 2.93 0.89
2007:Q2 2.85 0.79
2007:Q3 2.71 0.79
2007:Q4 2.74 0.73
2008:Q1 2.79 0.77
2008:Q2 3.00 0.80
2008:Q3 2.96 0.81
2008:Q4 2.60 0.49
2009:Q1 2.67 0.39
2009:Q2 2.47 0.34
2009:Q3 2.33 0.21
2009:Q4 2.27 0.41
2010:Q1 2.59 0.70
2010:Q2 2.74 0.77
2010:Q3 2.93 0.95
2010:Q4 3.04 1.02
2011:Q1 3.19 1.09
2011:Q2 3.36 1.16
2011:Q3 3.51 1.24
2011:Q4 3.44 1.26
2012:Q1 3.39 1.24
2012:Q2 3.41 1.23
2012:Q3 3.28 1.03
2012:Q4 3.10 0.88
2013:Q1 3.18 0.93
2013:Q2 3.25 0.95
2013:Q3 3.27 0.95
2013:Q4 3.16 0.79
2014:Q1 3.21 0.74
2014:Q2 3.41 0.86
2014:Q3 3.46 0.84
2014:Q4 3.36 0.74
2015:Q1 3.34 0.67
2015:Q2 3.29 0.52
2015:Q3 3.29 0.51
2015:Q4 3.11 0.39
2016:Q1 2.93 0.26
2016:Q2 2.91 0.18
2016:Q3 2.94 0.23
2016:Q4 2.99 0.17
2017:Q1 3.03 0.35
2017:Q2 3.10 0.53
2017:Q3 3.05 0.53
2017:Q4 3.08 0.52
2018:Q1 3.05 0.51
2018:Q2 3.08 0.44
2018:Q3 3.16 0.45
2018:Q4 3.07 0.49
2019:Q1 2.97 0.47
2019:Q2 2.88 0.41
2019:Q3 2.79 0.34
2019:Q4 2.80 0.21
2020:Q1 2.61 -0.13
2020:Q2 2.22 -0.73

Note: The interest coverage ratio is earnings before interest and taxes over interest payments. Firms with leverage less than 5 percent and interest payments less than $500,000 are excluded.

Source: Federal Reserve Board staff calculations based on S&P Global, Compustat.

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2-7. Distribution of Large Institutional Leveraged Loan Volumes, by Debt-to-EBITDA Ratio

Percent

Period Debt multiples greater than or equal to 6x Debt multiples 5x-5.99x Debt multiples 4x-4.99x Debt multiples less than or equal to 4x
2001 2.70 10.10 26.20 61.10
2002 5.90 12.20 27.30 54.60
2003 6.70 11.50 29.30 52.60
2004 8.80 17.60 28.60 45.00
2005 8.00 25.10 25.10 41.80
2006 16.30 21.10 26.30 36.40
2007 27.70 17.50 23.70 31.20
2008 10.70 12.10 14.20 63.10
2009 17.70 11.50 17.70 53.10
2010 5.80 17.90 22.60 53.70
2011 14.40 19.20 22.60 43.80
2012 15.80 21.80 26.60 35.90
2013 16.40 23.10 29.00 31.50
2014 27.20 21.50 22.60 28.70
2015 18.90 26.50 24.80 29.90
2016 21.00 24.40 32.60 21.90
2017 22.00 27.60 27.60 22.70
2018 29.70 26.80 24.10 19.50
2019 33.30 23.40 24.00 19.30
2020:Q1 22.60 24.80 23.40 29.20
2020:Q1 34.20 13.20 31.60 21.10
2020:Q3 36.60 17.10 29.30 17.10

Note: Volumes are for large corporations with earnings before interest, taxes, depreciation, and amortization (EBITDA) greater than $50 million and exclude existing tranches of add-ons and amendments as well as restatements with no new money. Key identifies bars in order from top to bottom.

Source: S&P Global, Leveraged Commentary & Data.

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2-8. Default Rates of Leveraged Loans

Percent

Period Default Rate of Leveraged Loans
December 1998 1.51
January 1999 1.40
February 1999 0.62
March 1999 0.96
April 1999 0.91
May 1999 1.08
June 1999 1.51
July 1999 1.47
August 1999 2.59
September 1999 2.84
October 1999 2.80
November 1999 4.23
December 1999 4.17
January 2000 5.32
February 2000 5.64
March 2000 5.79
April 2000 7.39
May 2000 7.13
June 2000 7.50
July 2000 7.39
August 2000 6.66
September 2000 6.60
October 2000 6.74
November 2000 5.80
December 2000 6.57
January 2001 5.89
February 2001 5.65
March 2001 5.48
April 2001 4.78
May 2001 6.42
June 2001 6.28
July 2001 6.82
August 2001 6.80
September 2001 6.50
October 2001 6.72
November 2001 6.50
December 2001 6.30
January 2002 7.25
February 2002 7.25
March 2002 6.85
April 2002 6.95
May 2002 5.69
June 2002 7.41
July 2002 6.84
August 2002 6.78
September 2002 6.41
October 2002 6.59
November 2002 6.53
December 2002 6.01
January 2003 5.13
February 2003 5.01
March 2003 5.47
April 2003 5.26
May 2003 5.35
June 2003 2.62
July 2003 2.64
August 2003 2.67
September 2003 2.91
October 2003 2.30
November 2003 2.28
December 2003 2.25
January 2004 1.89
February 2004 1.61
March 2004 1.11
April 2004 0.94
May 2004 0.68
June 2004 0.94
July 2004 0.91
August 2004 0.88
September 2004 1.01
October 2004 1.02
November 2004 1.02
December 2004 1.01
January 2005 1.03
February 2005 1.37
March 2005 1.26
April 2005 1.48
May 2005 1.54
June 2005 1.29
July 2005 1.46
August 2005 1.43
September 2005 1.65
October 2005 2.56
November 2005 2.29
December 2005 3.02
January 2006 2.96
February 2006 2.89
March 2006 2.79
April 2006 2.47
May 2006 2.30
June 2006 2.28
July 2006 2.08
August 2006 2.08
September 2006 1.56
October 2006 0.99
November 2006 1.07
December 2006 0.48
January 2007 0.45
February 2007 0.24
March 2007 0.23
April 2007 0.22
May 2007 0.16
June 2007 0.15
July 2007 0.21
August 2007 0.21
September 2007 0.42
October 2007 0.33
November 2007 0.25
December 2007 0.24
January 2008 0.72
February 2008 0.94
March 2008 1.07
April 2008 1.30
May 2008 1.73
June 2008 1.70
July 2008 1.90
August 2008 2.03
September 2008 1.91
October 2008 1.97
November 2008 1.94
December 2008 3.75
January 2009 4.95
February 2009 5.25
March 2009 8.02
April 2009 8.03
May 2009 8.66
June 2009 9.15
July 2009 9.57
August 2009 9.68
September 2009 9.75
October 2009 10.71
November 2009 10.81
December 2009 9.61
January 2010 8.82
February 2010 8.59
March 2010 5.82
April 2010 5.65
May 2010 4.64
June 2010 4.02
July 2010 3.47
August 2010 3.57
September 2010 3.55
October 2010 2.28
November 2010 2.25
December 2010 1.87
January 2011 1.46
February 2011 1.27
March 2011 1.11
April 2011 0.95
May 2011 0.91
June 2011 0.91
July 2011 0.77
August 2011 0.33
September 2011 0.32
October 2011 0.32
November 2011 0.17
December 2011 0.17
January 2012 0.21
February 2012 0.21
March 2012 0.21
April 2012 0.56
May 2012 1.05
June 2012 1.04
July 2012 1.04
August 2012 1.07
September 2012 1.00
October 2012 1.06
November 2012 1.28
December 2012 1.27
January 2013 1.42
February 2013 1.40
March 2013 2.21
April 2013 1.91
May 2013 1.40
June 2013 1.37
July 2013 2.02
August 2013 2.16
September 2013 2.41
October 2013 2.31
November 2013 2.08
December 2013 2.11
January 2014 1.88
February 2014 1.86
March 2014 1.21
April 2014 4.64
May 2014 4.60
June 2014 4.41
July 2014 3.89
August 2014 3.61
September 2014 3.34
October 2014 3.28
November 2014 3.33
December 2014 3.24
January 2015 3.99
February 2015 3.92
March 2015 3.79
April 2015 1.26
May 2015 1.26
June 2015 1.24
July 2015 1.10
August 2015 1.30
September 2015 1.27
October 2015 1.27
November 2015 1.42
December 2015 1.50
January 2016 1.29
February 2016 1.41
March 2016 1.75
April 2016 1.69
May 2016 1.96
June 2016 1.97
July 2016 2.17
August 2016 1.98
September 2016 1.95
October 2016 1.95
November 2016 1.66
December 2016 1.58
January 2017 1.56
February 2017 1.41
March 2017 1.49
April 2017 1.43
May 2017 1.42
June 2017 1.54
July 2017 1.36
August 2017 1.36
September 2017 1.53
October 2017 1.51
November 2017 1.95
December 2017 2.05
January 2018 1.95
February 2018 2.00
March 2018 2.42
April 2018 2.37
May 2018 2.12
June 2018 1.98
July 2018 1.99
August 2018 1.99
September 2018 1.81
October 2018 1.92
November 2018 1.61
December 2018 1.63
January 2019 1.42
February 2019 1.62
March 2019 0.93
April 2019 1.01
May 2019 1.00
June 2019 1.34
July 2019 1.32
August 2019 1.29
September 2019 1.29
October 2019 1.43
November 2019 1.48
December 2019 1.39
January 2020 1.83
February 2020 1.83
March 2020 1.84
April 2020 2.32
May 2020 3.14
June 2020 3.23
July 2020 3.90
August 2020 4.08
September 2020 4.17

Note: The data begin in December 1998. The default rate is calculated as the amount in default over the past 12 months divided by the total outstanding volume at the beginning of the 12-month period. The shaded bars with top caps indicate periods of business recession as defined by the National Bureau of Economic Research: March 2001-November 2001, December 2007-June 2009, and February 2020-June 2020.

Source: S&P Global, Leveraged Commentary & Data.

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2-9. Total Household Loan Balances

The x-axis measures time and ranges from the years 1999 to 2020:Q3. The y-axis measures billions of dollars (real) and ranges from 0 to 10,600. The data is quarterly. There are 3 variables charted on the plot. The first line is labeled 'Prime'; is designated by a black line; and ranges from about 3400 to 9250 billions of dollars. This variable rises from around 3400 to 9000 billions of dollars from 1999 to 2008 and then declines to 7400 billions of dollars in 2014. After 2014, this variable rises slowly until it reaches around 10100 billion to end in 2020:Q3. The second variable is labeled 'Near prime' and is designated by a blue line. It ranges from around 2600 to around 4200 billions of dollars. The variable has a slight increase to around 4200 billions of dollars from 2002 to 2008 but is otherwise stable at a little more than 2600 billions of dollars for the remainder of the time period. The third variable is labeled 'Subprime'; is designated by the red line; and ranges from 1000 to around 3400 billions of dollars. There is a slight increase from a little more than 1000 billions of dollars in 1999 to around 1800 in 2007, and there is a steeper increase to around 3400 billions of dollars between 2007 and 2010. The variable then decreases and remains at around 1800 billions of dollars from 2014 to the end of the time period in 2020.

Note: Subprime are those with an Equifax Risk Score below 620; near prime are from 620 to 719; prime are greater than 719. Scores are measured contemporaneously. Student loan balances before 2004 are estimated using average growth from 2004 to 2007, by risk score. The data are converted to constant 2019 dollars using the consumer price index.

Source: Federal Reserve Bank of New York Consumer Credit Panel/Equifax; Bureau of Labor Statistics, consumer price index via Haver Analytics.

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2-10. Estimate of New Mortgage Volume to Households

The x-axis ranges from the years 2000 to 2019. The y-axis ranges from 0 to 1400, in billions of dollars (real). There are 3 variables charted on the plot. The first variable is labeled 'Subprime' and is designated by the orange bar. It ranges from around 100 to around 400 billions of dollars. It starts at a little more than 200 billions of dollars in 2000 and very slightly increases to around 400 billions of dollars between 2001 and 2006. Then it decreases more quickly to around 100 billions of dollars in 2009, and remains fairly unchanged until 2020. The second variable is labeled 'Near prime'; is designated by the blue bars; and ranges from 200 to around 900 billions of dollars. The variable starts at around 500 billions of dollars in 2000 and increases quickly, peaking at around 900 billion dollars in 2006 before steeply falling to around 300 billion dollars by 2009. Since then it has increased and stabilized around 400 billion dollars from 2016 to 2020. The third variable is labeled 'Prime'; is designated by the black bars; and ranges from around 600 to 1250 billions of dollars. The variable starts at around 600 billions of dollars in 2000 and steeply increases to a peak of around 1250 billions of dollars in 2004. The variable remains between 1100 and 1200 billion dollars from 2004 to 2007 before falling sharply from 2008 to 2012 to about 500 billion. The variable then builds back up to 800 billion in 2014. It then drops back to 700 billion in 2015 before climbing close to 900 billion in 2019. The last data point is above 1000 to end in 2020.

Note: Year-over-year change in balances for the second quarter of each year among those households whose balance increased over this window. Subprime are those with an Equifax Risk Score below 620; near prime are from 620 to 719; prime are greater than 719. Scores were measured a year ago. The data are converted to constant 2019 dollars using the consumer price index. Key identifies bars in order from left to right.

Source: Federal Reserve Bank of New York Consumer Credit Panel/Equifax; Bureau of Labor Statistics, consumer price index via Haver Analytics.

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2-11. Mortgage Loss Mitigation and Delinquency

The x-axis ranges from 2001 to 2020. The data are quarterly through 2019 then transition to monthly. The y-axis ranges from 0 to 10 percent. There are two variables plotted. The first being “Delinquent”, which is measured as a solid black line. It begins around 4 percent in 2001 and stays there until 2008. It then begins to rise to around 8 percent by 2010. It then decreases to right above 2 percent to end the quarterly data in 2019. The monthly data continues to decrease through the end of the line in August 2020. The second variable is “Delinquent/Loss Mitigation”, which is measured as a solid blue line. It begins around 6 percent in 2001 and stays there until rising in 2008 to about 10 percent. It then gradually fluctuates while decreasing until 2018. In 2019, it starts by spiking to 8 percent then dropping to below 6 to end the quarterly data. The monthly data starts in 2020 and spikes to around 9 and ends in August 2020 right below 8 percent.

Note: Loss mitigation includes tradelines that have a narrative code of forbearance, natural disaster, payment deferral (including partial), loan modification (including federal government plans), and loans with zero scheduled payment and a nonzero balance. Delinquent includes loans reported to the credit bureau at least 30 days past due. The line break represents the data transitioning from quarterly to monthly beginning January 2020.

Source: Federal Reserve Bank of New York Consumer Credit Panel/Equifax.

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2-12. Estimate of Mortgages with Negative Equity

Percent

Date Zillow (quarterly) Corelogic (monthly)
January 2011   25.28
February 2011   25.14
March 2011 0.31 24.99
April 2011   24.93
May 2011   24.87
June 2011 0.30 24.81
July 2011   24.65
August 2011   24.50
September 2011 0.31 24.36
October 2011   24.65
November 2011   24.93
December 2011 0.31 25.23
January 2012   24.69
February 2012   24.20
March 2012 0.31 23.67
April 2012   23.21
May 2012   22.74
June 2012 0.31 22.28
July 2012   22.17
August 2012   22.06
September 2012 0.28 21.96
October 2012   21.84
November 2012   21.72
December 2012 0.27 21.60
January 2013   21.11
February 2013   20.67
March 2013 0.25 20.18
April 2013   18.43
May 2013   16.62
June 2013 0.24 14.87
July 2013   14.35
August 2013   13.83
September 2013 0.21 13.33
October 2013   13.37
November 2013   13.41
December 2013 0.19 13.45
January 2014   13.25
February 2014   13.07
March 2014 0.19 12.88
April 2014   12.23
May 2014   11.56
June 2014 0.18 10.92
July 2014   10.74
August 2014   10.56
September 2014 0.17 10.39
October 2014   10.49
November 2014   10.59
December 2014 0.17 10.69
January 2015   10.54
February 2015   10.41
March 2015 0.15 10.27
April 2015   9.81
May 2015   9.34
June 2015 0.14 8.88
July 2015   8.70
August 2015   8.53
September 2015 0.13 8.36
October 2015   8.36
November 2015   8.36
December 2015 0.13 8.36
January 2016   8.28
February 2016   8.20
March 2016 0.13 8.12
April 2016   7.77
May 2016   7.41
June 2016 0.12 7.06
July 2016   6.82
August 2016   6.58
September 2016 0.11 6.34
October 2016   6.32
November 2016   6.29
December 2016 0.11 6.26
January 2017   6.19
February 2017   6.12
March 2017 0.10 6.05
April 2017   5.85
May 2017   5.65
June 2017   5.45
July 2017   5.28
August 2017   5.12
September 2017   4.96
October 2017   4.94
November 2017   4.92
December 2017 0.09 4.91
January 2018   4.84
February 2018   4.78
March 2018   4.71
April 2018   4.57
May 2018   4.43
June 2018   4.29
July 2018   4.24
August 2018   4.18
September 2018   4.13
October 2018   4.15
November 2018   4.16
December 2018   4.17
January 2019   4.16
February 2019   4.14
March 2019   4.13
April 2019   4.03
May 2019   3.93
June 2019   3.83
July 2019   3.80
August 2019   3.75
September 2019   3.71
October 2019   3.66
November 2019   3.61
December 2019   3.56
January 2020   3.51
February 2020   3.47
March 2020   3.43
April 2020   3.36
May 2020   3.29
June 2020   3.23

Note: Estimated share of mortgages with negative equity according to CoreLogic and Zillow. For CoreLogic, the data are monthly. For Zillow, the data are quarterly and, for 2017, are available only for the first and fourth quarters.

Source: CoreLogic; Zillow.

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2-13. Estimates of Housing Leverage

The x-axis ranges from the years 1999 to 2019. The y-axis ranges from 70 to 150, which measures indexed ratios of outstanding mortgage debt to home values (with 100 being the ratio in 1991:Q1). The data is quarterly, ending in Q2 of 2020. There are two variables charted on the plot. The first line is labeled 'Relative to model-implied values' and is designated by the black line. It ranges from 100 to a little less than 130. The variable has a hill shape, starting at 100 in 1999 and increasing to a little less than 130 in 2008 before decreasing to a bit less than 100 in 2020 Q2. The second line is labeled 'Relative to market value' and is designated by the blue line. The variable also starts at 100 in 1999 but declines to reach 80 in 2006. It then rises sharply to around 125-130 in the years 2009-2012 before decreasing to around 90 at the end of the time period in 2020 Q2.

Note: Housing leverage is estimated as the ratio of the average outstanding mortgage loan balance for owner-occupied homes with a mortgage to (1) current home values using the CoreLogic national house price index and (2) model-implied house prices estimated by a staff model based on rents, interest rates, and a time trend.

Source: Federal Reserve Bank of New York Consumer Credit Panel/Equifax; CoreLogic; Bureau of Labor Statistics via Haver Analytics.

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2-14. Consumer Credit Balances

The x-axis ranges from the years 1999 to 201p (Q2). The y-axis ranges from 200 to 1800, in the units billions of dollars (real). The data is quarterly. There are 3 variables plotted on the chart. The first line is labeled 'Auto loans'; is designated by a black line; and ranges from around 500 to 1200 billions of dollars. It starts around at around 500 in 1999 and increases to around 1000 billions of dollars in 2005-2006. Auto loan balances fall slightly to around 800 in 2012 but began increasing again afterwards; the line ends at about 1375 billions of dollars in 2020 Q3. The second variable is labeled 'Credit cards' and is represented by a blue line. It ranges from around 500 to 1000 billions of dollars. Starting at around 700 billions of dollars in 1999, credit cards balances increase to a little under 1000 billion and remain fairly steady for several years with a peak at a little above 1000 billion in 2009. Balances began to decrease after 2009 to around 700 billions of dollars in 2013 and have made a small increase to around 800 by the end of 2020 Q3. The third variable is labeled 'Student loans' and is represented by an orange line. The variable starts at around 400 billions of dollars in 2005. There are two small, brief dips in 2008 and 2012 but otherwise balances steadily increase to about 1600 billions of dollars by the end of 2020 Q2.

Note: The data are converted to constant 2019 dollars using the consumer price index.

Source: Federal Reserve Bank of New York Consumer Credit Panel/Equifax; Bureau of Labor Statistics, consumer price index via Haver Analytics.

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2-15. Auto Loan Balances

The x-axis ranges from the years 1999 to 2019, and the y-axis ranges from 150 to 750 billions of dollars (real). The data is quarterly, ending in Q3 of 2020. There are 3 variables plotted on the chart. The first variable is labeled 'Prime' and is designated by a black line. It ranges from around 175 to 700 billions of dollars. Auto loans to borrowers with prime credit scores started at around 175 billions of dollars in 1999 and continued to increase to around 400 billion in 2006. There is a slight decline from 2006 until balances were close to 350 billion in 2010 and 2011. From 2011 onwards, the balances labeled 'Prime' increased, reaching 600 billions of dollars at the end of 2018. It has stayed at slightly above this level increasing to about 650 until Q3 of 2020. The second variable is labeled 'Near prime'; is represented by a blue line; and ranges from around 200 to 350 billions of dollars. Starting at 200 billion in 1999, balances to those with near prime credit increases to almost 350 billion dollars in 2005 to 2006. Near prime balances decrease to around 250 billion dollars in 2010 to 2011 before increasing again. The level has been fairly stable around 350 billion since 2016 with a slight uptick to finish in Q3 2020. The third variable is labeled 'Subprime'; is designated by a red line; and ranges from around 150 to 300 billions of dollars. It starts at around 150 billion dollars in 1999 and increases with fluctuations until reaching a peak at around 300 billion dollars in 2008. It decreases to around 200 billion in 2012 before beginning to increase to around 300 billion in 2018. It increases slightly above 300 billion in Q4 of 2019. It then drops to right below 300 billion to end in 2020 Q3.

Note: Subprime are those with an Equifax Risk Score below 620; near prime are from 620 to 719; prime are greater than 719. Scores are measured contemporaneously. The data are converted to constant 2019 dollars using the consumer price index.

Source: Federal Reserve Bank of New York Consumer Credit Panel/Equifax; Bureau of Labor Statistics, consumer price index via Haver Analytics.

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2-16. Auto Loss Mitigation and Delinquency

The x-axis ranges from 2001 to 2020. The data are measured quarterly until 2019 then measured as monthly. The y-axis ranges from 0 to 10 percent. There are two variables plotted. The first being “Delinquent”, which is represented by a solid black line. It begins at 3 percent and fluctuates around that level until about 2009. It then increases to right above 4 percent then slowly decreases and maintains at a level of about 3 percent to end the quarterly data. The monthly data then begins and decreases to around 2 percent to end in August of 2020. The second variable is “Delinquent/Loss Mitigation”, which is measured by a solid blue line. For the entirety of the plotted quarterly data, it stays between 4 and 6 percent, with fluctuations in-between. Then, when the monthly data begins, it spikes to almost 10 percent and decreases to end at 6 percent in August 2020.

Note: Loss mitigation includes tradelines that have a narrative code of forbearance, natural disaster, payment deferral (including partial), loan modification (including federal government plans), and loans with zero scheduled payment and a nonzero balance. Delinquent includes loans reported to the credit bureau as at least 30 days past due. The line break represents the data transitioning from quarterly to monthly beginning January 2020.

Source: Federal Reserve Bank of New York Consumer Credit Panel/Equifax.

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2-17. Credit Card Balances

The x-axis ranges from the years 1999 to 2020, and the y-axis ranges from 50 to 500 billions of dollars (real). The data is quarterly, ending in Q3 of 2020. There are 3 variables plotted on the chart. The first variable is labeled 'Prime' and is designated by a black line. It ranges from around 200 to 450 billions of dollars. Auto loans to borrowers with prime credit scores started at around 200 billions of dollars in 1999 and continued to increase to around 450 billion in 2009. There is a slight decline from 2009 until balances were close to 350 billion in 2011 and 2012. From 2012 onwards, the balances labeled 'Prime' have been increasing with fluctuations, reaching almost 475 billions of dollars at the end of 2019. It then decreases to end around 400 in 2020 Q3. The second variable is labeled 'Near prime'; is represented by a blue line; and ranges from around 250 to 400 billions of dollars. Starting at 350 billion in 1999, balances to those with near prime credit increases to almost 400 billion dollars in 2002 to 2003. Near prime balances decrease to around 350 billion dollars in 2005 and remains mostly flat until 2008 before decreasing to around 250 billion dollars in 2011. The level has risen slowly since then, nearing 300 billion in 2019. It then decreases to end at 250 billion in 2020 Q2. The third variable is labeled 'Subprime'; is designated by a red line; and ranges from around 100 to 250 billions of dollars. It starts at around 200 billion dollars in 1999 and increases until reaching a peak at around 250 billion dollars in 2002. It decreases to around 200 billion in 2005 before beginning to increase with fluctuations to around 250 billion in 2008. It decreases to around 100 billion dollars in 2013 before slowly climbing again, reaching around 150 billion dollars in 2019 Q4. It then ends at around 125 after a decrease into 2020 Q3.

Note: Subprime are those with an Equifax Risk Score below 620; near prime are from 620 to 719; prime are greater than 719. Scores are measured contemporaneously. The data are converted to constant 2019 dollars using the consumer price index.

Source: Federal Reserve Board of New York Consumer Credit Panel/Equifax; Bureau of Labor Statistics, consumer price index via Haver Analytics.

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2-18. Credit Card Delinquency Rates

The x-axis ranges from the years 2000 to 2020. The y-axis ranges from 0 to 30 percent, measuring delinquency rates on credit cards. The data is quarterly, ending in Q3 of 2020. There are 3 variables charted on the plot. The first variable is labeled 'Prime' and is denoted by the black line. It ranges from around 1 to 3 percent. The variable is mostly flat at 1 percent except for a small two percentage point increase between 2009 and 2011. The second variable is labeled 'Near prime'; is represented by a blue line; and ranges from around 4 to 8 percent. The variable mostly hovers at 4 percent except for a small four percentage point increase between 2009 and 2011. It has been slowly increasing since Q4 of 2016 when it was closer to 3 percent to Q3 of 2020 when it again approached 5 percent. The third variable is labeled 'Subprime' and is designated by a red line. It ranges from around 10 to 23 percent. This line starts around 15 percent in 2001 and increases to 20 percent in 2003. It decreases to around 15 percent in 2005 before quickly increasing. The rates peak at around 25 percent in 2010. It falls to 10 percent by 2016 before increasing to reach almost 15 percent in 2017 and leveling off to end around 14 percent by the end of 2019. It then slightly decreases to end around 12 in 2020 Q3.

Note: Delinquency is at least 30 days past due, excluding severe derogatory loans. The data are four-quarter moving averages. Subprime are those with an Equifax Risk Score below 620; near prime are from 620 to 719; prime are greater than 719. Credit scores are lagged four quarters.

Source: Federal Reserve Board of New York Consumer Credit Panel/Equifax.

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A. Yields on Nominal Treasury Securities and Agency RMBS Spread

The x-axis measures from January 2020 to April 2020. The right side y-axis measures basis points ranging from 0 to 200. The left side y-axis measures percent of yields and ranges from 0 to 4. The data plotted is daily. The first variable is a solid black line labeled “10-year yield.” It uses the left y-axis. It begins at 2 percent and slowly decreases to about .5 percent by March. It then spikes to slightly above 1 before leveling off to end around 1 percent in April. The second variable is “30-year yield”, and is measured by the left y-axis. It is measured by a solid blue line. It begins around 2.5 percent and stays at that level until dropping right below 2 percent in March. It then has two increases in March before leveling out around 2 percent to end in April. The third variable is “Agency RMBS Spread” and is measured by a solid red line. It uses the right side y-axis. It starts around 100 basis points and stays there until March. It then spikes above 150 twice in March before decreasing to 50 in the same month. It then increases back to 100 in mid-April to end right above 50 at the end of the month.

Note: Smoothed yield curve estimated from off-the-run Treasury coupon securities. Agency residential mortgage-backed security (RMBS) spread is the difference between the yield on the 30-year 2.5 percent coupon uniform mortgage-backed security and the duration-matched Treasury yield

Source: Federal Reserve Bank of New York, staff calculations; JPMorgan Chase & Co.

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B. 10-Year Indicative Bid-Ask Spreads

The x-axis measures from January 2020 to April 2020. The y-axis measures cents per $100 and ranges from 0 to 50. The data are daily. There are two solid black, vertical lines on the chart. One is labeled “Asset Purchases Announced” and one is labeled “Asset Purchases Expanded.” There are three variables plotted. The first one is “on-the-run bid-ask-spread”, represented by a solid black line. The second one is “First off-the-run bid-ask spread”, represented by a solid blue line. The third one is “Second off-the-run bid-ask spread”, represented by a solid red line. All three lines stay right around 0 until March. The red line spikes in March to around 50 and then slowly decreases to end around 5. The blue line spikes in March to around 30 then slowly decreases to end around 5 in April. The black line has a small jump to around 10 in March and then levels off close to 0 to end.

Source: Federal Reserve Bank of New York, New Price Quote System.

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C. On-the-Run Market Depth

The x-axis measures data from January 2020 to April 2020. The data are daily. The left hand side y-axis represents millions of dollars and ranges from 0 to 250. The right hand side y-axis ranges from 0 to 25. There are three variables plotted. The first is “Five-year”, represented by a solid blue line. It begins staying between 125 and 175, with fluctuations throughout, until the end of February. It drops to around 25 throughout March, then slowly increases to end around 100 in April. The second variable is labeled “10-year”, which is represented by a solid red line. It begins around 115 and rises to 125. It stays at this level through the end of February. It drops to around 25 throughout March, then slowly increases to end around 60 in April. The third variable is a solid black line and is titled “30-year” and measured by the right hand side y-axis. It begins around 13 and fluctuates while increasing to 15 in February. It then decreases at the end of February and into mid-March to around 2. It then increases to end in April right under 10 million.

Note: Market depth is defined as the average top three bid and ask quote sizes.

Source: Repo interdealer broker community.

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D. Fed UST Purchases and Dealer UST Inventory

The x-axis measures data from March 1st, 2020 to April 30th, 2020. The data is daily and represented in billions of dollars. The first variable plotted is “Cumulative Fed UST Purchases since March 1”, represented a solid blue line. It is measured by the right side y-axis, which ranges from 0 to 1800. The line begins at 0 and then steadily increases to end at 1500 on April 30th. The second variable is “UST Inventory”, represented by a solid black line. It is measured by the left side y-axis, which ranges from 160 to 280. It begins at 220 and stays around 230 until mid-March. It then stays between 180 and 200, with fluctuations throughout, to end around 200 in April.

Note: UST stands for U.S. Treasury. The volume of dealers' non-rehypothecated Treasury repurchase agreements serves as a proxy for the total dealer securities inventory.

Source: Federal Reserve Board, Form FR 2052a, Complex Institution Liquidity Monitoring Report.

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3-1. Ratio of Tangible Bank Equity to Assets

The x-axis measures time and ranges from years 1985 to 2020. The y-axis ranges from 0 to 12 percent. The data are quarterly. There are three variables charted on the plot. The first line, labeled 'Other BHCs', is designated by a solid black line and ranges from 6 to 10 percent. This variable rises slowly over the time period from about 6.5 percent in 1985 to 10 percent in 2012:Q3. It remained near 10 percent through 2019:Q4 and then decreased to 7.6 percent in 2020:Q1 where it remained through the second quarter of 2020. The second line, labeled 'Large non-G-SIBs', is designated by a solid blue line and ranges from 4 to 9 percent. This variable started at about 5 percent in 1985, rose sharply to 6 percent in the beginning of 1987, decreased back to around 5 percent increased to 6 percent in 1993, remained near 6 percent through 1992. It increased again to around 6 percent where it remained until 2001 before increasing again through 2002:Q3 to about 7 percent. It decreased slowly until 2008 when it reached about 5 percent. It steadily increased after that until 2019:Q4 and then fell sharply in the first of half 2020 to about 8 percent. The third line, labeled ‘G-SIBs’, is designated by a solid red line and ranges from 4 to 9 percent. This variable starts at about 5 percent, increases until 1986:Q3, decreases until 1988, and then steadily increases until 1993 when it reaches about 5.5 percent. It remains near this level until 2001 then begins increasing to about 6.5 percent in 2002:Q4. It decreases to 4.5 percent in 2008:Q3. It then increases through 2017 to about 8.5 percent and remains near that level through 2019:Q4. Thereafter, it fell sharply in the first half of 2020 to about 7.5 percent.

Note: Bank equity is total equity capital net of preferred equity and intangible assets, and assets are total assets. The data are seasonally adjusted by Federal Reserve Board staff. G-SIBs are U.S. global systemically important banks. Large non–G-SIBs are bank holding companies (BHCs) and intermediate holding companies with greater than $100 billion in total assets that are not G-SIBs. The shaded bars with top caps indicate periods of business recession as defined by the National Bureau of Economic Research: July 1990–March 1991, March 2001–November 2001, December 2007–June 2009, and February 2020–June 2020.

Source: Federal Financial Institutions Examination Council, Consolidated Reports of Condition and Income (Call Report).

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3-2. Common Equity Tier 1 Ratio of Banks*

This is a line chart titled "Common Equity Tier 1 Ratio of Banks." The x-axis measures time and ranges from years 2001 to 2019. The y-axis ranges from 0 to 14 percent. The data are quarterly. There are three variables charted on the plot. The first line, labeled 'Other BHCs', is designated by a solid black line and ranges from 8 to just over 12 percent. This variable decreases slightly over 2001 to 2008 from 10 to 8 percent, increases from 8 percent in 2009 to 12 percent in 2014, and has remained near 12 percent through 2019. In 2020:Q1, there is a slight dip to just under 12, followed by a slight tick up back to 12 in 2020:Q2. The second line, labeled 'Large non-G-SIBs', is designated by a solid blue line and ranges from about 5 to 12 percent. This remains near 7 percent from 2001 to 2006, decreases to 6 percent in 2008, increases to just under 12 percent through the end of 2017 where it has remained through 2019. In 2020 there is a slight up-tick to end at 12 in 2020:Q2. The third line, labeled ‘G-SIBs’, is designated by a solid red line and ranges from 5 to 12 percent. It remains near 7 percent from 2001 to 2006, decreases to 5 percent in 2008:Q4, increases to around 12 percent in 2017, where it has remained through 2019:Q4. In 2020:Q1, there is a slight dip to just under 12, followed by a slight tick up back to 12 in 2020:Q2.There is a red dot representing the 2020:Q3 estimate at 12.5 percent..

Note: The data are seasonally adjusted by Federal Reserve Board staff. Sample consists of domes¬tic bank holding companies (BHCs) and intermediate holding companies (IHCs) with a substantial U.S. commercial banking presence. G-SIBs are global systemically important U.S. banks. Large non–G-SIBs are BHCs and IHCs with greater than $100 billion in total assets that are not G-SIBs. Before 2014:Q1 (advanced-approaches BHCs) or before 2015:Q1 (non-advanced-approaches BHCs) the numerator of the common equity Tier 1 ratio is Tier 1 common capital. Afterward, the numerator is common equity Tier 1 capital. The denom¬inator is risk-weighted assets. The shaded bars with top caps indicate periods of business recession as defined by the National Bureau of Economic Research (NBER): March 2001–November 2001, December 2007–June 2009, and February 2020–June 2020.

Source: Federal Reserve Board, Form FR Y-9C, Consolidated Financial Statements for Holding Companies.

Note*

  • On November 10, 2021, the data in figure 3-2 was corrected to fix a coding error.
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3-3. Borrower Leverage for Bank Commercial and Industrial Loans

The x-axis measures time and ranges from years 2013 to 2020. The y-axis ranges from 24 to 36 percent. The data are quarterly. There are two variables charted on the plot. The first line, labeled 'Non-publicly traded firms', is designated by a solid blue line and ranges from about 30 to 34 percent. This variable begins at 32 percent, quickly decreases to about 30 percent in 2013, rises slowly to 34 percent in 2018, and decreases to just above 33 percent in 2018:Q4. It then increases over the next two quarters to just above 34 percent and then slowly decreases to 33.5 percent in 2020:Q2. The second line, labeled 'Publicly-traded firms', is designated by a solid black line and ranges from about 25 to 31 percent. This variable begins at about 25.5, increases steadily to 31 percent in 2016:Q2, decreases to 30 percent in 2016:Q4, and rises slowly to about 31 percent in 2018 before dropping close to 30 percent in 2018:Q4. It then increases over the next two quarters to around 31 percent in 2019:Q2, and decreases over the next three quarters to end slightly below 31 percent in 2020:Q1 and then sharply increases to 31.5 percent in 2020:Q2.

Note: Weighted median leverage of nonfinancial firms that borrow using commercial and industrial loans from the 26 banks that have filed in every quarter since 2013:Q1. Leverage is measured as the ratio of the book value of total debt to the book value of total assets of the borrower, as reported by the lender, and the median is weighted by committed amounts.

Source: Federal Reserve Board, Form FR Y-14Q (Schedule H.1), Capital Assessments and Stress Testing.

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3-4. Change in Bank Lending Standards for Commercial and Industrial Loans

One variable plotted. The x-axis measures time and ranges from 1997 to 2020. The y-axis ranges from -100 to 100, and measures net percentage of banks reporting. Negative y-axis values are labeled 'Easing' and positive y-axis values are labeled 'Tightening.' The data are quarterly and end in Q2 of 2020. The variable begins around -15 percent in 1997, and increases to around 60 percent in 1998, before dropping to around 5 percent in 1999. It increases sharply to around 80 percent by the end of 2000, and gradually falls from 2001 to 2005, reaching around -55 percent. It gradually increases from 2005 to 2008, reaching its peak of around 80 percent near the end of 2008. It drops sharply in 2009, reaching around 0 percent by the end of the year. It gradually declines to around -20 percent in 2011 before increasing back to 0 percent in 2012. It decreases back to around -20 in 2013, slowly increases to around 10 percent from 2014 to 2016, then decreases back towards around -20 percent in the beginning of 2018. It then increases through 2018 to end at around -5 percent before dropping back to around -15 percent in Q2 of 2019. The line then increases sharply to around 40 percent in the Q1 of 2020 and continues to increase to about 70 percent in 2020:Q2.

Note: Banks’ responses are weighted by their commercial and industrial loan market shares. Survey respondents to the Senior Loan Officer Opinion Survey on Bank Lending Practices are asked about the changes over the quarter. Results are shown for loans to large and medium-sized firms. The shaded bars with top caps indicate periods of business recession as defined by the National Bureau of Economic Research: March 2001–November 2001, December 2007–June 2009, and February 2020–June 2020.

Source: Federal Reserve Board, Senior Loan Officer Opinion Survey on Bank Lending Practices; Federal Reserve Board staff calculations.

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3-5. Leverage at Broker-Dealers

Ratio of assets to equity
Leverage at Broker-Dealers

1995:Q1 30.60
1995:Q2 30.72
1995:Q3 31.31
1995:Q4 31.84
1996:Q1 33.12
1996:Q2 33.10
1996:Q3 33.34
1996:Q4 33.88
1997:Q1 35.28
1997:Q2 35.29
1997:Q3 35.50
1997:Q4 32.97
1998:Q1 35.51
1998:Q2 35.01
1998:Q3 35.07
1998:Q4 30.43
1999:Q1 30.91
1999:Q2 29.37
1999:Q3 28.43
1999:Q4 28.56
2000:Q1 29.86
2000:Q2 28.89
2000:Q3 28.51
2000:Q4 28.26
2001:Q1 28.56
2001:Q2 30.03
2001:Q3 31.47
2001:Q4 31.34
2002:Q1 31.66
2002:Q2 31.26
2002:Q3 31.79
2002:Q4 30.63
2003:Q1 32.03
2003:Q2 34.79
2003:Q3 32.97
2003:Q4 33.67
2004:Q1 35.58
2004:Q2 37.77
2004:Q3 38.59
2004:Q4 39.28
2005:Q1 41.07
2005:Q2 41.44
2005:Q3 41.97
2005:Q4 39.88
2006:Q1 40.50
2006:Q2 40.65
2006:Q3 42.29
2006:Q4 43.01
2007:Q1 45.28
2007:Q2 46.90
2007:Q3 46.02
2007:Q4 46.30
2008:Q1 47.89
2008:Q2 41.87
2008:Q3 43.21
2008:Q4 30.71
2009:Q1 28.32
2009:Q2 24.90
2009:Q3 24.96
2009:Q4 23.51
2010:Q1 24.51
2010:Q2 24.04
2010:Q3 24.31
2010:Q4 23.52
2011:Q1 24.29
2011:Q2 24.44
2011:Q3 24.57
2011:Q4 24.64
2012:Q1 24.53
2012:Q2 24.43
2012:Q3 23.85
2012:Q4 23.46
2013:Q1 22.84
2013:Q2 22.15
2013:Q3 21.84
2013:Q4 21.10
2014:Q1 21.13
2014:Q2 21.35
2014:Q3 20.72
2014:Q4 19.82
2015:Q1 19.73
2015:Q2 19.33
2015:Q3 18.83
2015:Q4 18.15
2016:Q1 18.12
2016:Q2 18.30
2016:Q3 18.04
2016:Q4 17.61
2017:Q1 17.77
2017:Q2 18.31
2017:Q3 17.41
2017:Q4 17.15
2018:Q1 17.21
2018:Q2 18.06
2018:Q3 17.90
2018:Q4 18.10
2019:Q1 17.92
2019:Q2 17.86
2019:Q3 17.77
2019:Q4 16.85
2020:Q1 17.26
2020:Q2 16.26

Note: Leverage is calculated by dividing financial assets by equity.

Source: Federal Reserve Board, Statistical Release Z.1, "Financial Accounts of the United States."

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3-6. Leverage at Insurance Companies

Ratio of assets to equity
Property and casualty

2000:Q1 8.63 5.49
2000:Q2 8.45 5.4
2000:Q3 8.39 5.33
2000:Q4 8.96 5.75
2001:Q1 8.36 5.4
2001:Q2 8.83 5.5
2001:Q3 9.45 6.22
2001:Q4 10.03 6.37
2002:Q1 9.63 6.24
2002:Q2 9.83 6.32
2002:Q3 10.14 6.41
2002:Q4 10.79 6.66
2003:Q1 11.04 6.79
2003:Q2 11.16 6.71
2003:Q3 11 6.72
2003:Q4 10.93 6.68
2004:Q1 11.29 7.05
2004:Q2 11.37 6.74
2004:Q3 11.48 6.79
2004:Q4 11.68 6.8
2005:Q1 11.3 6.79
2005:Q2 10.67 6.58
2005:Q3 10.78 6.63
2005:Q4 10.87 6.45
2006:Q1 10.11 6.47
2006:Q2 10 6.38
2006:Q3 9.94 6.35
2006:Q4 9.87 6.28
2007:Q1 9.97 6.33
2007:Q2 9.83 6.32
2007:Q3 9.96 6.32
2007:Q4 9.74 6.09
2008:Q1 10.84 6.54
2008:Q2 10.72 6.45
2008:Q3 10.64 6.47
2008:Q4 10.77 5.99
2009:Q1 10.79 5.96
2009:Q2 9.97 5.62
2009:Q3 9.97 5.61
2009:Q4 8.92 5.23
2010:Q1 9.24 5.21
2010:Q2 9.45 5.14
2010:Q3 9.73 5.22
2010:Q4 8.63 4.49
2011:Q1 9.74 4.63
2011:Q2 9.4 4.58
2011:Q3 9.48 4.42
2011:Q4 8.9 4.15
2012:Q1 8.85 4.14
2012:Q2 8.86 4.14
2012:Q3 9.2 4.18
2012:Q4 9.44 4.2
2013:Q1 9.28 4.12
2013:Q2 8.9 3.99
2013:Q3 8.67 3.93
2013:Q4 8.52 3.92
2014:Q1 8.56 3.89
2014:Q2 8.43 3.71
2014:Q3 8.38 3.66
2014:Q4 8.4 3.62
2015:Q1 8.5 3.58
2015:Q2 8.21 3.55
2015:Q3 8.46 3.49
2015:Q4 9.07 3.5
2016:Q1 9.28 3.59
2016:Q2 9.71 3.61
2016:Q3 9.82 3.59
2016:Q4 9.82 3.84
2017:Q1 9.35 3.62
2017:Q2 9.82 3.63
2017:Q3 9.5 3.68
2017:Q4 9.71 3.78
2018:Q1 9.65 3.32
2018:Q2 9.5 2.97
2018:Q3 9.51 2.94
2018:Q4 9.66 3.04
2019:Q1 9.88 3.01
2019:Q2 10 3.01
2019:Q3 10.22 2.98
2019:Q4 10.18 2.89
2020:Q1 10.14 3.03
2020:Q2 11.21 3.13

Note: Ratio is calculated as (total assets – separate account assets)/(total capital – accumulated other comprehensive income) using generally accepted accounting principles. The top 10 publicly traded life and property and casualty insurers are represented.

Source: S&P Global Market Intelligence, regulatory filing of large insurance groups.

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3-7. Gross Leverage at Hedge Funds

Ratio
Median

October 2013 5.40 2.30
November 2013 5.60 2.30
December 2013 5.30 2.30
January 2014 5.10 2.30
February 2014 5.20 2.30
March 2014 5.10 2.30
April 2014 5.10 2.20
May 2014 5.20 2.30
June 2014 5.10 2.30
July 2014 5.60 2.30
August 2014 5.80 2.30
September 2014 5.70 2.30
October 2014 5.20 2.20
November 2014 5.10 2.30
December 2014 4.80 2.30
January 2015 5.10 2.20
February 2015 5.30 2.30
March 2015 5.10 2.30
April 2015 5.40 2.40
May 2015 5.50 2.40
June 2015 4.90 2.30
July 2015 5.70 2.40
August 2015 5.80 2.40
September 2015 5.70 2.20
October 2015 5.70 2.50
November 2015 6.00 2.40
December 2015 4.90 2.30
January 2016 5.40 2.40
February 2016 5.80 2.30
March 2016 5.80 2.30
April 2016 5.80 2.30
May 2016 5.90 2.40
June 2016 5.60 2.30
July 2016 5.40 2.30
August 2016 5.70 2.30
September 2016 5.40 2.30
October 2016 6.00 2.40
November 2016 6.10 2.40
December 2016 5.50 2.30
January 2017 6.00 2.40
February 2017 6.20 2.40
March 2017 6.00 2.40
April 2017 5.90 2.40
May 2017 6.30 2.40
June 2017 5.70 2.30
July 2017 6.70 2.30
August 2017 7.10 2.40
September 2017 6.90 2.30
October 2017 6.70 2.30
November 2017 7.10 2.30
December 2017 6.50 2.30
January 2018 7.80 2.40
February 2018 7.70 2.40
March 2018 7.40 2.30
April 2018 8.20 2.30
May 2018 8.30 2.40
June 2018 8.00 2.30
July 2018 8.10 2.40
August 2018 8.40 2.40
September 2018 7.70 2.30
October 2018 8.30 2.40
November 2018 8.70 2.40
December 2018 7.70 2.20
January 2019 8.10 2.20
February 2019 8.60 2.20
March 2019 8.30 2.10
April 2019 8.40 2.20
May 2019 8.40 2.30
June 2019 7.90 2.30
July 2019 8.50 2.40
August 2019 8.30 2.30
September 2019 7.50 2.20
October 2019 8.10 2.20
November 2019 8.10 2.10
December 2019 7.50 2.10

Note: Leverage is computed as the ratio of hedge funds’ gross notional exposure to net asset value. Gross notional exposure includes the nominal value of all long and short positions and derivative notional exposures. Options are delta-adjusted, and interest rate derivatives are reported at 10-year bond equivalents. Data are reported on a three-quarter lag.

Source: Federal Reserve Board staff calculations based on Securities and Exchange Commission, Form PF, Reporting Form for Investment Advisers to Private Funds and Certain Commodity Pool Operators and Commodity Trading Advisors.

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3-8. Change in the Use of Financial Leverage

The x-axis measures time and ranges from years 2012 to 2020. The y-axis ranges from -80 to 60 percent. The data are quarterly. There are four variables charted on the plot. The first line, labeled ‘Hedge funds’ is designated by a solid black line and ranges from about -65 percent to about 30 percent. The line starts at -60 percent and increases steadily to 200 percent in 2013:Q1 before decreasing to -20 percent in 2013:Q3. It then increases to 20 percent by 2014:Q3, and oscillates around zero in the range of -10 to 10 through 2020:Q1. Thereafter, there is a substantial decline to about -65 percent in 2020:Q2 and then snap backs to -4 percent in 2020:Q3. The second line, labeled ‘Trading REITs', is designated by a solid blue line and ranges from about -75 to 20 percent. This variable begins at 0 and remains in the range of 0 to 20 percent through 2013:Q2. It then decreases sharply to -40 percent and remains there through 2014:Q1. The line then oscillates around zero in the range of -10 to 10, with one notable sharp decline to -20 percent in 2017:Q4. The line increases to about 15 percent in the first quarter of 2019 and decreases slightly to end at about 5 percent. In 2020:Q2, the line has a substantial decline to -75 percent and then snap backs to -42 percent in 2020:Q3. The third line labeled ‘Insurance companies’ is designated by a solid maroon line. It begins at zero and remains in a tight range of -5 to 5 percent for the duration of the chart. The series remains around zero in 2020:Q1, decreases to about -5 percent in 2020:Q2, and the increases to about 6 percent in 2020:Q3. The fourth line labeled ‘Mutual funds’ is designated by a dashed black line. The series begins at zero and remains flat in a range of 0 to 10 percent throughout the duration of the chart. The series remains at about zero percent through 2020:Q1, decreases to -15 percent in 2020:Q2 and then increases to -11 percent in 2020:Q3.

Note: Net percentage equals the percentage of institutions that reported increased use of financial leverage over the past three months minus the percentage of institutions that reported decreased use of financial leverage over the past three months. REIT is real estate investment trust.

Source: Federal Reserve Board, Senior Credit Officer Opinion Survey on Dealer Financing Terms.

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3-9. Issuance of Non-agency Securitized Products, by Asset Class

The x-axis is in years and spans from 2001 to 2020. The y-axis is in billions of dollars (real) and ranges from 0 to 2800. Data are annual. CDOs (including ABS, CDO, CLO), represented in tan, begin at about 100 in 2001, peak at about 500 in 2006, decrease to about 50 by 2008 and then five in 2010, and generally increase to about 143 in 2019 before ending around 90 in 2020. Auto loan/lease ABS, represented in dark blue, begins at about 120 in 2001 and remains at that level until 2008 where it decreases. The bar then increases to about 100 by 2012, and increases to around 115 by 2020. Non-agency CMBS, represented in orange, begins at about 100 in 2001, peaks at about 300 in 2007, drops to about zero in 2009 and stays near there through 2011, and increases to about 100 in 2019 before decreasing to about 57 in 2020. Private-label RMBS, represented in dark gray, begins at about 350 in 2001, peaks at about 1400 in 2005, decreases to about zero by 2008, and slowly increases to about 105 in 2019 before ending around 84 in 2020. Other, represented in light gray, begins at about 220 in 2001, peaks at about 280 in 2007, drops to about 150 in 2008, and decreases to about 124 in 2019 before decreasing to 112 in 2020. All five categories together begin at about 800 in 2001 and peak near 2400 in 2006. The total then drops to about 300 in 2008, and increases to about 600 in 2019 before dropping to end at about 460 in 2020.

Note: The data from the first, second, and third quarters of 2020 are annualized to create the 2020 bar. CMBS is commercial mortgage-backed securities; CDO is collateralized debt obligation; RMBS is residential mortgage-backed securities; CLO is collateralized loan obligation. The “Other” category consists of other asset-backed securities (ABS) backed by credit card debt, student loans, equipment, floor plans, and miscellaneous receivables; resecuritized real estate mortgage investment conduit (Re-REMIC) RMBS; and Re-REMIC CMBS. The data are converted to constant 2020 dollars using the consumer price index. Key identifies bars in order from top to bottom.

Source: Green Street Advisors, LLC, Commercial Mortgage Alert (cmalert.com) and Asset-Backed Alert (abalert.com); Bureau of Labor Statistics, consumer price index via Haver Analytics.

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3-10. Large Bank Lending to Nonbank Financial Firms: Committed Amounts

The x-axis measures time and ranges from years 2013 to 2020. The y-axis measures billions of dollars and ranges from 0 to 2500. The data are quarterly. There are 10 variables charted on the plot, which sum up to represent total committed amounts extended to nonbank financials by large banks. The overall trend has been steadily increasing from about 600 billion in 2013 to about 1.5 trillion in 2020:Q2. The first variable, 'financial transactions processing', is designated by green shading. This variable increases from 12 billion in 2013 to 36 billion in 2020. The second variable, 'Private equity, BDCs, and credit funds', is designated by red shading. This variable increases from 5 billion in 2013 to 60 billion in 2018. It then begins to decreases through 2020:Q2 to about 55 billion. The third variable, 'Broker-dealers', is designated by light blue shading. This variable increases steadily from 66 billion in 2013:Q1 to 106 billion in 2015:Q3, and remains near 100 billion through 2018:Q4. It then increases the next five quarters to 141 billion in 2020:Q1 and then decreases to 139 billion in 2020:Q2. The fourth variable, 'Insurance', is designated by purple shading. This variable remains constant through 2015:Q2 at about 90 billion, increases sharply in 2015:Q3 to 110 billion, decreases to 100 billion in 2016:Q2, increases to 119 billion in 2016:Q4, falls to 103 billion in 2017:Q2, and increases through 2018:Q1 to 143 billion before falling to 115 billion in 2020:Q2. The fifth variable, 'REITs', is designated by dark pink shading. Increases steadily from 60 billion in 2013:Q1 to 130 billion in 2018:Q3 before dropping to 84 billion in 2020:Q2. The sixth variable, 'Open-end investment funds', is designated by green shading. This variable increases steadily from 70 billion in 2013:Q1 to 151 billion in 2020:Q1 and then falls back to about 146 billion in 2020:Q2. The seventh variable, 'Special purpose entities, CLOs, and ABS', is designated by light gray shading. Increases steadily from 60 billion in 2013:Q1 to 173 billion in 2020:Q1 and then falls to 171 billion in 2020:Q2. The eighth variable, 'Other financial vehicles', is designated by dark gray shading. This variable increased from 130 billion in 2013:Q1 to 284 billion 2020:Q1 and then decreases to 275 billion in 2020:Q2. The ninth variable, 'Real estate lenders and lessors', is designated by beige shading. This variable has increased steadily from 95 billion in 2013:Q1 to nearly 252 billion in 2020:Q2. The tenth variable, 'Consumer lenders, other lenders, and lessors', is designated by dark blue shading. This variable increased slightly from near 130 billion in 2013:Q1 to 160 billion in 2015:Q4, before falling to 150 billion in 2016:Q2, and increases to 180 billion in 2017:Q4 where it remained through 2019:Q1 before dropping to about 170 billion in 2019:Q2. It then increased to 190 billion by 2019:Q4 and decreases to 183 billion in 2020:Q2.

Note: Committed amounts on credit lines and term loans extended to nonbank financial firms by a balanced panel of 26 bank holding companies that have filed Form FR Y-14Q in every quarter since 2013:Q1. Nonbank financial firms are identified based on reported North American Industry Classification System (NAICS) codes. In addition to NAICS codes, a name-matching algorithm is applied to identify specific entities such as real estate investment trusts (REITs), special purpose entities, collateralized loan obligations (CLOs), and asset-backed securities (ABS). REITs incorporate both mortgage (trading) REITs and equity REITs. Broker-dealers also include commodity contracts dealers and brokerages and other securities and commodity exchanges. Other financial vehicles include closed-end investment and mutual funds as well as financial planning and pension funds. BDC is business development company.

Source: Federal Reserve Board, Form FR Y-14Q (Schedule H.1), Capital Assessments and Stress Testing.

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4-1. Liquid Assets Held by Banks

The x-axis measures time and ranges from the years 2001 to 2020. The y-axis represents liquid assets as a percent of total assets, and ranges from 0 to 32 percent. The data are quarterly. There are three variables charted on the plot. The first line, labeled ‘Other BHCs’ is designated by a solid black line and ranges from about 7 percent to about 14 percent. The series falls from about 10 percent in 2001 to about 7 percent in 2008 Q3 and then rises steadily to about 12 percent in 2012Q4. The line then declines steadily to around 9 percent at the end of 2019 before sharply increasing to about 14 percent at the end of the first half of 2020. The second line, labeled 'Large non-G-SIBs', is designated by a solid blue line and ranges from 7 to about 23 percent. This variable falls from about 9 percent to about 8 percent in 2008 Q3 before jumping sharply to 13 percent and rising sharply to about 23 percent by 2020:Q2. The third line, labeled G-SIBs', is designated by a solid maroon line and ranges from about 8 to 26 percent. It begins around 8 in 2001 and steadily decreases through 2008 to close to 8. It then spikes to around 12 in 2009 and steadily increases to 22 through 2014. The series levels off and remains around 22 through 2018Q4. The series drops to around 20 in 2019 Q1 and rises to 26 over the following five quarters.

Note: Liquid assets are cash plus estimates of securities that qualify as high-quality liquid assets as defined by the Liquidity Coverage Ratio requirement. Accordingly, Level 1 assets and discounts and restrictions on Level 2 assets are incorporated into the estimate. G-SIBs are U.S. global systemically important banks. Large non–G-SIBs are bank holding companies (BHCs) and intermediate holding companies with greater than $100 billion in total assets.

Source: Federal Reserve Board, Form FR Y-9C, Consolidated Financial Statements for Holding Companies; Federal Financial Institutions Examination Council, Consolidated Reports of Condition and Income (Call Report).

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4-2. Short-Term Wholesale Funding of Banks

The x-axis measures time and ranges from the years 2000 to 2020. The y-axis represents short-term wholesale funding as a percent of assets, and ranges from 10 to 40 percent. The data are quarterly. There is one variable charted on the plot. The variable is designated by a solid black line and ranges from about 15 to 35 percent. The variable begins near 25 percent in 2000:Q1, declines steadily to about 23 percent in 2003:Q1, increases to about 33 percent in 2007:Q1 and remains there until 2008:Q1. It then steadily declines to about 16 percent in 2015:Q1 and remains near that level through 2019:Q3 before declining sliding to about 13 percent in 2020:Q2.

Note: Short-term wholesale funding is defined as the sum of large time deposits with maturity less than one year, federal funds purchased and securities sold under agreements to repurchase, deposits in foreign offices with maturity less than one year, trading liabilities (excluding revaluation losses on derivatives), and other borrowed money with maturity less than one year. The shaded bars with top caps indicate periods of business recession as defined by the National Bureau of Economic Research: March 2001–November 2001, December 2007–June 2009, and February 2020–June 2020.

Source: Federal Reserve Board, Form FR Y-9C, Consolidated Financial Statements for Holding Companies.

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4-3. Runnable Money-Like Liabilities as a Share of GDP, by Instrument and Institution *

Percent of GDP

Date Other Securities lending Commercial paper Domestic money market funds Repurchase agreements Uninsured deposits
2002 Q1 5.338454921 3.671869 13.04725785 21.52147324 19.02449887 11.2213538
2002 Q2 5.247557356 3.961098369 12.34103271 20.66229404 20.56732944 11.4801712
2002 Q3 5.455437546 2.751137147 12.16260089 20.22530788 20.95398631 12.38150759
2002 Q4 5.759543375 2.665088665 12.38802395 21.11222898 20.69224342 12.88164942
2003 Q1 5.931386586 3.243796482 12.11812545 20.33831903 21.00437455 13.19553592
2003 Q2 5.959235584 3.694074535 11.70071007 19.60676122 22.35262746 14.02211935
2003 Q3 5.652335567 4.512898263 11.16436349 18.71829312 21.63139606 13.50692573
2003 Q4 5.52646609 4.639374481 10.94584974 17.68713585 21.67938515 13.53385069
2004 Q1 5.625240267 4.502791856 11.1122481 16.96957291 23.19950894 14.03742657
2004 Q2 5.628632478 5.404714139 10.73235239 16.20367362 23.48794857 14.41923144
2004 Q3 5.84038459 4.790575279 10.61307083 15.61799345 25.32889938 14.66919895
2004 Q4 5.70725447 5.431470934 11.13602799 15.58378415 24.21782177 15.14410661
2005 Q1 5.735068367 6.015867337 11.24394034 14.8429203 25.3896776 15.04202804
2005 Q2 5.705392256 6.640554282 11.567792 14.67697483 26.75692271 15.15643072
2005 Q3 5.668798089 6.121539204 11.84608041 14.80197053 27.65551836 15.2811488
2005 Q4 5.720781677 5.605400518 12.30917058 15.43908371 26.57885895 15.77717409
2006 Q1 5.672952186 5.609383076 12.48319738 15.14636927 28.21433887 15.49262021
2006 Q2 5.792273148 6.256856347 12.82754789 15.44611058 28.48357291 15.76425978
2006 Q3 6.260066327 7.032810148 13.44353043 16.01712234 30.68660669 15.46617993
2006 Q4 6.591825614 7.598828176 13.94285159 17.01581804 29.68380481 16.26198807
2007 Q1 6.907947504 8.563617828 14.09271353 17.03020129 32.28164435 15.39487663
2007 Q2 7.144532861 8.724578822 14.64643855 17.58018033 32.42716243 15.24456781
2007 Q3 7.415937375 7.53329542 12.7525204 19.6019845 32.20021343 15.21393567
2007 Q4 7.881703123 7.738684775 12.15144406 21.37876026 30.48881809 16.05890309
2008 Q1 8.399677151 6.335236544 12.13195071 23.92063875 32.82501524 16.0681219
2008 Q2 8.879437846 12.04175264 11.75891432 23.3519432 29.87558959 15.50576409
2008 Q3 8.462601857 6.795510307 10.43579491 23.17297218 29.96246541 16.37606903
2008 Q4 8.374945971 6.528987028 10.94794755 26.28017747 21.75718917 12.19275287
2009 Q1 8.169126232 5.396391991 9.867138526 26.75176013 22.06374073 12.12707469
2009 Q2 8.04853469 6.13221963 8.892135211 25.83533877 21.92090492 12.12732653
2009 Q3 7.639384 5.986490983 8.092591111 23.78316107 22.45296651 8.176508483
2009 Q4 6.750977778 5.802754997 7.7629839 22.55087081 20.31820335 8.666236433
2010 Q1 6.577262923 5.667992165 7.321412175 20.24244996 22.61661267 12.21509811
2010 Q2 6.225724782 5.607811422 6.862702106 18.82050493 22.83174687 12.2369495
2010 Q3 6.352930454 5.223349749 6.938307035 18.56772756 22.71233602 13.66544192
2010 Q4 6.21294082 5.100097669 6.907175476 18.4015239 22.33364778 9.532294565
2011 Q1 5.888152461 5.049772599 7.368785411 17.84419746 23.16307479 9.612799234
2011 Q2 5.475576953 5.19918477 6.952245471 17.27356553 23.26761397 10.09778261
2011 Q3 5.191573337 4.597403436 6.419072412 16.83771567 23.89675404 10.37504756
2011 Q4 5.216754129 4.161588604 6.118013253 17.02980338 23.5874966 10.46071626
2012 Q1 5.216815416 4.170740969 6.188250169 16.22398769 23.62756829 10.53835685
2012 Q2 5.204015107 4.190970412 5.935807184 15.66507425 23.95031352 10.59932157
2012 Q3 5.138391106 4.042344433 5.865563436 15.7936318 23.97194308 10.4764862
2012 Q4 5.082099938 3.600305261 5.799784395 16.24939907 24.07631333 11.90151175
2013 Q1 5.023286937 3.711661155 6.020638508 15.81207004 22.88838124 20.08509916
2013 Q2 4.76890954 3.9098418 5.931608592 15.5539928 21.91025559 20.08931375
2013 Q3 4.552701196 4.096346978 5.776666477 15.93464739 21.07261353 20.85771117
2013 Q4 5.878079422 3.809867975 5.554349289 15.73153567 19.05673686 21.46555505
2014 Q1 6.003073542 4.285300859 5.787311776 15.41556628 19.27677659 21.52733632
2014 Q2 5.991144752 4.26423117 5.758094734 14.64193746 18.53158821 21.96372581
2014 Q3 5.88203039 4.21698928 5.613984366 14.60418068 17.99120565 22.16040629
2014 Q4 5.59312789 3.949130037 5.211510653 15.2715359 17.4460045 22.69963778
2015 Q1 5.516637899 3.945896566 5.295295313 14.90355273 17.66570431 22.79279439
2015 Q2 5.279300836 3.751297083 5.379739197 14.29930709 16.95069866 22.6033577
2015 Q3 5.233453202 3.623103067 5.414678355 14.57540719 17.24478077 22.54249588
2015 Q4 5.380996718 3.542315113 5.13576764 15.04747539 16.1981719 22.96688829
2016 Q1 5.174446199 3.593047677 5.542030001 15.00923809 16.42932454 23.09123317
2016 Q2 5.258470992 3.510065941 5.458402527 14.60424979 17.14291263 23.26322377
2016 Q3 5.248689818 3.331742717 4.853777315 14.27614073 17.07301335 23.83718043
2016 Q4 5.35105821 3.069267895 4.665057373 14.38861795 16.11990467 24.04019273
2017 Q1 5.321580191 3.19793695 4.892755024 13.85462159 16.29792104 23.82661315
2017 Q2 5.197281552 3.404557827 4.79043023 13.56923778 16.74116204 23.65147335
2017 Q3 5.284991718 3.423848276 5.022625926 14.01160599 16.20616527 23.70179954
2017 Q4 5.289248809 3.297999017 4.858093264 14.32107324 16.25151337 23.85306115
2018 Q1 5.147837299 3.309071709 5.204977831 14.04513435 15.78912066 23.44020837
2018 Q2 5.19031163 3.337173415 5.131259533 13.78576125 15.7469186 22.78330852
2018 Q3 5.222351924 3.177437203 5.060965616 13.95731554 15.67589918 22.9106723
2018 Q4 5.224631789 2.885459183 4.7852566 14.6008676 17.43371561 23.307637
2019 Q1 5.114648572 3.838185484 5.100713356 14.76777649 18.21181197 22.60644391
2019 Q2 5.059574881 3.047497819 5.121866844 14.99487418 18.54563406 22.67712743
2019 Q3 5.103953106 2.895836561 4.998402151 16.00876639 19.67942403 23.18875539
2019 Q4 5.178993901 2.666256943 4.818041764 16.61434496 18.68533489 23.73779127
2020 Q1 5.411326755 2.743214756 5.068415872 19.65263165 19.42989763 27.16044588
2020 Q2 6.409125939 3.332778236 5.168188297 24.043355 19.68137081 31.79241889

*On September 7, 2022, the data in Chart 4-3 were updated on the accessible version to fix a coding error.

Note: The black striped area denotes the period from 2008:Q4 to 2012:Q4 when insured deposits increased because of the Transaction Account Guarantee program. "Other" consists of variable-rate demand obligations (VRDOs), federal funds, funding-agreement-backed securities, private liquidity funds, offshore money market funds, and local government investment pools. Securities lending includes only lending collateralized by cash. GDP is gross domestic product. Values for VRDOs come from Bloomberg beginning in 2019:Q1. See Jack Bao, Josh David, and Song Han (2015), "The Runnables," FEDS Notes (Washington: Board of Governors of the Federal Reserve System, September 3), https://www.federalreserve.gov/econresdata/notes/feds-notes/2015/the-runnables-20150903.html.

Source: Securities and Exchange Commission, Private Funds Statistics; iMoneyNet, Inc., Offshore Money Fund Analyzer; Bloomberg Finance L.P.; Securities Industry and Financial Markets Association: U.S. Municipal Variable-Rate Demand Obligation Update; Risk Management Association, Securities Lending Report; DTCC Solutions LLC, an affiliate of the Depository Trust & Clearing Corporation: commercial paper data; Federal Reserve Board staff calculations based on Investment Company Institute data; Federal Reserve Board, Statistical Release H.6, "Money Stock and Debt Measures" (M3 monetary aggregate); Federal Reserve Board, Statistical Release Z.1, "Financial Accounts of the United States"; Federal Financial Institutions Examination Council, Consolidated Reports of Condition and Income (Call Report); Moody's Analytics, Inc., CreditView, ABCP Asset-Backed Commercial Paper Program Index; Bureau of Economic Analysis, gross domestic product via Haver Analytics.

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4-4. Domestic Money Market Fund Assets

The x axis ranges from 2000 to 2020.  The Y axis ranges from 0 to 6000 in billions of real dollars.  The data is monthly. There are four variables charted on the plot.  The first portion is labeled Government only; is designated by the tan filled portion of the chart; and ranges from about 321 to about 3900.  This variable begins increasing in late 2006 and hits a local peak in late 2009. The variable decreases fairly quickly after the peak and then moderates till 2015. In mid-2015 the variable begins to increase significantly where it peaks at 2220 in late 2016. The variable moderates for a couple years and then spikes to the maximum value in April 2020. The variable declines after and ends at 3654 in August 2020. The second portion is labeled Tax exempt; is designated by the orange filled portion of the chart; and ranges from about 120 to about 510.  This variable starts at 208 and increases continuously to the peak value of 509 in August 2020. Thereafter, the variable declines gradually through early 2015 and then drops sharply in August 2016 to about 130. The variable moderates around this level through the end of the chart. The last value for this line is the minimum value of 120. The third portion is labeled Retail prime; is designated by the light blue filled portion of the chart; and ranges from about 250 to about 825.  This variable starts at 700 and increases sharply to 800 in early 2001. The variable declines gradually from 2001 until 2005 when it begins to gradually increase to the peak value of 822 in March 2008. The variable begins to decline again in early 2010 and experiences a sharp decline in late 2016 where it hits the minimum value for the series in early 2017. The variable begins to raise again in mid-2018 and increases to about 500 in early 2020.  The variable ends at 437 August 2020. The fourth portion is labeled Institutional prime; is designated by the dark blue filled portion of the chart; and ranges from about 241 to about 1284.  This variable starts at 423 and generally increases from 2000 through August 2008 to the maximum value of 1284. The variable has a sharp decline in late 2009 and then another sharp increase shortly after. The variable ranges from 800 to 900 through late 2016 and experiences a sharp decline in September 2016 to the minimum value of 241.  The variable begins to increase through early 2020 and drops sharply in March 2020. The variable continues increasing after March 2020 through August 2020 and ends at 309.

Note: The data are converted to constant 2020 dollars using the consumer price index.

Source: Federal Reserve Board staff calculations based on Investment Company Institute data; Bureau of Labor Statistics, consumer price index via Haver Analytics.

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4-5. U.S. Corporate Bonds Held by Mutual Funds

Billions of dollars (real)

Date Corporate bond amount
2000 Q1 419.66
2000 Q2 409.09
2000 Q3 400.72
2000 Q4 374.83
2001 Q1 382.99
2001 Q2 388.33
2001 Q3 388.22
2001 Q4 385.23
2002 Q1 403.62
2002 Q2 407.82
2002 Q3 394.38
2002 Q4 403.14
2003 Q1 406.48
2003 Q2 448.12
2003 Q3 449.70
2003 Q4 457.13
2004 Q1 487.58
2004 Q2 427.66
2004 Q3 430.74
2004 Q4 440.88
2005 Q1 422.75
2005 Q2 426.46
2005 Q3 408.75
2005 Q4 400.31
2006 Q1 415.00
2006 Q2 405.85
2006 Q3 419.05
2006 Q4 444.06
2007 Q1 449.99
2007 Q2 442.79
2007 Q3 456.98
2007 Q4 453.61
2008 Q1 446.38
2008 Q2 477.81
2008 Q3 427.80
2008 Q4 398.90
2009 Q1 424.01
2009 Q2 504.28
2009 Q3 582.07
2009 Q4 673.55
2010 Q1 752.23
2010 Q2 759.47
2010 Q3 857.62
2010 Q4 893.76
2011 Q1 936.78
2011 Q2 942.39
2011 Q3 907.83
2011 Q4 915.58
2012 Q1 982.38
2012 Q2 995.63
2012 Q3 1075.58
2012 Q4 1111.94
2013 Q1 1162.64
2013 Q2 1136.39
2013 Q3 1181.38
2013 Q4 1231.60
2014 Q1 1267.56
2014 Q2 1310.42
2014 Q3 1297.05
2014 Q4 1301.59
2015 Q1 1349.10
2015 Q2 1360.86
2015 Q3 1338.41
2015 Q4 1303.69
2016 Q1 1336.10
2016 Q2 1377.45
2016 Q3 1423.59
2016 Q4 1393.80
2017 Q1 1436.58
2017 Q2 1452.48
2017 Q3 1469.23
2017 Q4 1462.77
2018 Q1 1478.73
2018 Q2 1474.62
2018 Q3 1489.41
2018 Q4 1423.60
2019 Q1 1500.73
2019 Q2 1539.13
2019 Q3 1561.48
2019 Q4 1557.30
2020 Q1 1473.86
2020 Q2 1703.24

Note: The data are converted to constant 2020 dollars using the consumer price index.

Source: Federal Reserve Board staff estimates based on Federal Reserve Board, Statistical Release Z.1, "Financial Accounts of the United States"; Bureau of Labor Statistics, consumer price index via Haver Analytics.

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4-6. Bank Loan and High-Yield Bond Mutual Fund Assets

The x-axis measures time and ranges from 2000 to 2020. The y-axis is in billions of dollars and ranges from 0 to 525. The data are monthly. Bank loan mutual funds are represented in maroon. The series begins around 30 and decreases to around 15 in June 2003. It then increases, reaching 48 in June 2007. It then decreases to 19 in December 2008 before increasing steadily to 160 in March of 2014. The series decreases to 96 in March of 2016 and rises to 142 in October 2018. It then decreases sharply to 85 in February 2020 and drops sharply to 64 by March of 2020 where it has remained near through August 2020. High-yield bond mutual funds are represented in tan. The series begins around 169 and remains at that level until 2008 when it rises steeply to 300 by January 2014. It then decreases slightly to 245 through February 2020 before dropping sharply to 205 by March 2020 and then steadily increases to 272 in August 2020.

Note: The data are converted to constant 2020 dollars using the consumer price index. Key identifies series in order from top to bottom.

Source: Investment Company Institute; Bureau of Labor Statistics, consumer price index via Haver Analytics.

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4-7. Mutual Fund Net Flows

The x-axis ranges from February 2017 to August 2020, with labels for March, June, September and December of each year. The y-axis is in billions of dollars and ranges from -140 billion to 100 billion. The data are monthly. Bank loan mutual funds are represented in maroon. It begins around 3 billion and decreases through December 2017 to about -1 billion. It then increases steadily through October 2018 to about 1 billion dollars. It then decreases to about -5 billion in November 2018. In December 2018, it decreases dramatically to about negative 13 billion. It recovers slowly through 2019 and ends at about -3 billion dollars in December 2019. In January 2020 it increased to about zero before declining slightly in February and sharply to -11 billion in March and then experience outflows in the range of 1 to 2 billion dollars ending at about negative 1 billion dollars in August 2020. High-yield bond mutual funds are represented in tan. The bar begins around 700 million and decreases to -7 billion in March 2017. The series stays negative and drops to about -5 billion in December of 2017. The series decreases significantly in February 2018 to -10 billion, and then increases one billion dollars in April 2020. The series then experiences four month of outflows that range from half a billion dollars to 3 billion dollars before experiencing a billion dollar inflow in September 2018. The flows in 2019 range from -3 billion dollar to 3 billion dollars and the December 2020 flow is roughly 700 million. In March of 2020, there is a significant outflow of 10 billion dollars and then a ten billion dollar inflow in April 2020 and another 12 billion flow in May 2020. The series experience inflows through August 2020 ranging from 2 to 5 billion dollars. Investment-grade bond mutual funds are shown in blue. The series is stable for the duration of the chart and the flows range from -21 billion to 27 billion through 2018 and 2019. In March of 2020, there is a large outflow of 88 billion and another small outflow of 7 billion in April 2020. Thereafter, the series only experiences inflows that range from 22 billion to 42 billion.

Note: Key identifies series from top to bottom. Mutual fund assets under management as of August 2020 included $2,393 billion in investment-grade bond funds, $268 billion in high-yield bond funds, and $63 billion in bank loan funds.

Source: Investment Company Institute.

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4-8. Less Liquid General Account Assets Held by U.S. Insurers

Percent Share (Left scale)
Billions of dollars (Right scale)

Date Illiquid corporate debt, securitized Illiquid corporate debt Alternative investment Commercial real estate, securitized Commercial real estate Other asset-backed securities Share of life insurer assets Share of P&C insurer assets
2006 8.66 315.63 137.23 187.40 273.65 249.07 32.95 10.06
2007 12.66 326.11 183.64 216.81 292.62 270.19 35.05 12.34
2008 13.86 344.14 167.91 221.53 304.07 265.04 34.98 11.92
2009 15.50 348.21 171.22 222.51 294.42 236.08 33.69 10.96
2010 19.87 365.17 224.58 189.52 286.60 209.82 31.50 12.88
2011 24.91 377.41 237.33 183.06 301.75 215.25 30.74 13.44
2012 31.82 392.09 254.11 168.48 314.09 200.96 30.60 13.43
2013 43.54 419.18 275.47 163.89 331.62 198.70 30.59 14.99
2014 64.51 424.23 300.22 165.71 349.12 202.29 31.07 14.90
2015 75.83 441.19 292.14 160.10 375.68 191.49 31.14 15.02
2016 81.63 467.56 306.37 154.31 407.46 198.96 31.19 15.12
2017 90.33 479.17 334.04 152.29 442.80 192.01 31.34 14.72
2018 116.86 480.83 342.81 164.39 483.61 191.07 32.69 14.95
2019 140.23 548.66 381.33 178.62 534.21 188.23 34.48 15.15
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4-9. Nontraditional Liabilities of U.S. Life Insurers, by Liability Type, Left Panel

Billions of dollars (real)

Date FHLB advances Funding-agreement backed securities
2006 Q1 10.52 191.46
2006 Q2 10.72 199.93
2006 Q3 11.43 199.71
2006 Q4 12.74 205.82
2007 Q1 13.86 205.69
2007 Q2 17.26 206.58
2007 Q3 23.93 209.22
2007 Q4 27.57 207.52
2008 Q1 31.19 202.74
2008 Q2 32.19 201.56
2008 Q3 40.85 185.81
2008 Q4 58.12 176.23
2009 Q1 58.60 159.97
2009 Q2 55.18 145.71
2009 Q3 51.65 131.78
2009 Q4 52.29 121.13
2010 Q1 51.52 117.98
2010 Q2 49.93 109.32
2010 Q3 49.85 106.48
2010 Q4 49.32 102.03
2011 Q1 50.00 97.28
2011 Q2 49.11 92.26
2011 Q3 49.11 86.15
2011 Q4 49.55 85.88
2012 Q1 50.48 82.95
2012 Q2 53.87 84.54
2012 Q3 53.49 85.59
2012 Q4 52.03 82.11
2013 Q1 52.72 81.85
2013 Q2 53.71 73.38
2013 Q3 52.58 69.74
2013 Q4 53.44 67.56
2014 Q1 52.49 63.29
2014 Q2 52.72 66.55
2014 Q3 53.20 69.56
2014 Q4 54.11 74.28
2015 Q1 56.71 76.78
2015 Q2 57.78 74.98
2015 Q3 59.07 70.53
2015 Q4 60.03 75.63
2016 Q1 63.10 74.16
2016 Q2 66.39 75.18
2016 Q3 69.04 75.40
2016 Q4 69.62 80.09
2017 Q1 71.57 81.48
2017 Q2 71.35 84.93
2017 Q3 71.26 91.23
2017 Q4 73.42 89.04
2018 Q1 78.17 91.02
2018 Q2 77.60 91.29
2018 Q3 76.10 91.82
2018 Q4 78.57 90.12
2019 Q1 80.43 93.13
2019 Q2 79.56 91.51
2019 Q3 81.90 92.76
2019 Q4 85.05 94.57
2020 Q1 100.25 100.14
2020 Q2 102.46 105.93
4-9. Nontraditional Liabilities of U.S. Life Insurers, by Liability Type, Right Panel

Billions of dollars (real)

Date Repurchase agreements Securities lending
2011 Q1 6.99 53.18
2011 Q2 7.69 52.40
2011 Q3 7.74 50.00
2011 Q4 8.04 47.72
2012 Q1 9.16 46.91
2012 Q2 11.80 53.93
2012 Q3 12.54 60.97
2012 Q4 12.49 59.29
2013 Q1 14.72 59.38
2013 Q2 14.67 60.27
2013 Q3 14.13 55.70
2013 Q4 12.62 61.14
2014 Q1 14.87 62.26
2014 Q2 14.91 64.29
2014 Q3 16.41 67.55
2014 Q4 12.55 58.51
2015 Q1 12.05 58.56
2015 Q2 11.66 52.97
2015 Q3 11.68 53.06
2015 Q4 9.28 52.95
2016 Q1 11.30 54.55
2016 Q2 12.74 56.41
2016 Q3 13.56 58.33
2016 Q4 10.28 50.21
2017 Q1 13.56 51.87
2017 Q2 13.75 52.70
2017 Q3 15.04 53.48
2017 Q4 13.03 50.85
2018 Q1 12.80 53.33
2018 Q2 14.83 46.66
2018 Q3 13.62 47.40
2018 Q4 13.42 42.35
2019 Q1 16.84 45.87
2019 Q2 16.07 45.37
2019 Q3 14.50 44.90
2019 Q4 16.17 44.77
2020 Q1 18.55 42.23
2020 Q2 20.31 47.71

 

Note: The data are converted to constant 2020 dollars using the consumer price index. FHLB is Federal Home Loan Bank. Key identifies series in order from top to bottom.

Source: Bureau of Labor Statistics, consumer price index via Haver Analytics; Moody's Analytics, Inc., CreditView, ABCP Program Index; Securities and Exchange Commission, Forms 10-Q and 10-K; National Association of Insurance Commissioners, quarterly and annual statutory filings accessed via the S&P Global Market Intelligence platform; Bloomberg Finance L.P.

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A. Floating-Rate Notes Issuance, by Reference Rate

It measures four variables. Those variables are SOFR, a dark blue; LIBOR, a light blue; Fed funds, a dark orange; and T-bill, a light grey. This is a bar chart with each variable stacked on each other in each bar. The x-axis measures from November 2019 to October 2020. The data is monthly and measured in billions of dollars. The y-axis ranges from 0 to 220. SOFR and LIBOR are consistently the largest two variables in each bar of the figure. The rest of the variables are shown at the top of each bar. The bars range from a stacked total of about 60 to 200 billions of dollars.
Note: The key identifies series in order from top to bottom. SOFR is the Secured Overnight Financing Rate. LIBOR is the London Inter-bank Offered Rate.

Source: Bloomberg.

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B. Monthly SOFR Swap Volumes

It measures five variables. Those variables are Outright, a dark blue; Fed funds basis, a light blue; Libor basis, a dark orange; Cross currency, a light grey; Swaptions, a purple; and Other, a tan. This is a bar chart with each variable stacked on each other in each bar. The x-axis measures from November 2019 to October 2020. The data is monthly and measured in billions of dollars. The y-axis ranges from 0 to 200. Outright and FF Basis are consistently the largest two variables in each bar of the figure. The rest of the variables are lightly shown at the top of each bar. The bars range from a stacked total of about 60 to 200 billions of dollars.

Note: Key identifies series in order from bottom to top. SOFR is the Secured Overnight Financing Rate. LIBOR is the London interbank offered rate.

Source: Bloomberg Finance L.P., Bloomberg Valuation Service (BVAL); Federal Reserve Bank of New York staff calculations.

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C. Average Daily Notional SOFR Futures

It measures four variables. Those variables are CME 1M, a dark blue; CME 3M, a light blue; ICE 1M, a dark orange; and ICE 3M, a light grey. This is a bar chart with each variable stacked on each other in each bar. The x-axis measures from November 2019 to October 2020. The data is monthly and measured in units. The y-axis ranges from 0 to 300. CME 1M and CME 3M are consistently the largest two variables in each bar of the figure. The rest of the variables are lightly shown at the top of each bar. The bars range from a stacked total of about 100 to 300 units.
Note: Key identifies series in order from bottom to top. SOFR is the Secured Overnight Financing Rate. CME is the formal name of what used to be the Chicago Mercantile Exchange. ICE is the Intercontinental Exchange. 1M and 3M are 1-month and 3-month securities.

Source: CME and ICE via Bloomberg.

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Possible Transmission from Climate-Related Risks to Financial System Vulnerabilities

This figure is a box diagram, represented as a flow chart. It shows the flow from Climate-Related Risks to Climate Change-Related Features and Vulnerabilities. The listed Climate-Related Risks are labeled as “Acute climate hazards”, “Chronic climate shifts”, “Climate policies”, “Technological Advances”, and “Investor/consumer preferences.” The listed Climate Change-Related Features are labeled as “Non-linear impact on financial risks and models”, “Timing uncertainty”, “Belief heterogeneity”, “Incomplete contracts”, and “Opacity of exposures.” The vulnerabilities are labeled as “Asset valuation”, “Non-financial leverage”, “Financial leverage”, “Funding risks”, and “Interconnectedness”.

Source: Federal Reserve Board staff.

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Most Cited Potential Shocks over Next 12–18 Months

Bar chart ranging from 0 to 80 percent on the x-axis with each category, represented by blue bars, along the y-axis. Categories listed in order from the top to the bottom and highest to lowest: U.S. political uncertainty at about 75%, Corporate & SME stress/defaults at about 65%, Insufficient fiscal stimulus at about 55%, COVID Resurgence at about 55%, Stretched asset valuations at about 30%,U.S.-China tensions at about 25%, Inflation surprises at about 22%, USD collapse/currency war at about 22%, Monetary policy space/efficacy at about 18%, Bank asset quality/bank profitability at about 18%, CRE defaults/CMBS stress a about 18%, Sharp rise in real interest rates at about 12%, Geopolitical risks at about 12%, Brexit at about 9%, Cyber attacks at about 9%, and LIBOR transition at about 9%.

Note: Responses are to the following question: "Over the next 12–18 months, which shocks, if realized, do you think would have the greatest negative effect on the functioning of the U.S. financial system?" SME is small and medium-sized enterprises. CRE is commercial real estate. CMBS is commercial mortgage-backed security. LIBOR is London interbank offered rate.

Source: Federal Reserve Bank of New York survey of 24 market contacts from early September to mid-October.

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Last Update: September 07, 2022