3. Leverage in the Financial Sector

Vulnerabilities associated with financial leverage remained notable, reflecting fair value losses on fixed-rate assets for some banks and elevated leverage at some nonbanks

The banking system, overall, remained sound and resilient. Measures of regulatory capital for banks increased over the second half of 2023 and point to the resilience of the banking sector as a whole. Nevertheless, fair value losses on fixed-rate assets remained sizable for some banks, and some banks have concentrated exposures to loans backed by CRE.

Outside the banking sector, leverage at broker-dealers stayed near historically low levels, but limited capacity or willingness of broker-dealers to intermediate in Treasury markets during market stress remained a structural vulnerability. Life insurers continued to take on liquidity and credit risk, while their leverage increased and stood around its median. Measures of hedge fund leverage increased in the third quarter of 2023 to the highest level observed since the beginning of data availability, with the increase driven primarily by the largest hedge funds.

Table 3.1 shows the sizes and growth rates of the assets of financial institutions discussed in this section.

Table 3.1. Size of selected sectors of the financial system, by types of institutions and vehicles
Item Total assets
(billions of dollars)
Growth,
2022:Q4–2023:Q4
(percent)
Average annual growth,
1997–2023:Q4
(percent)
Banks and credit unions 26,159 2.1 5.9
Mutual funds 19,600 13.1 9.0
Insurance companies 13,126 9.1 5.6
Life 9,820 8.5 5.7
Property and casualty 3,306 11.0 5.6
Hedge funds1 10,127 11.5 7.5
Broker-dealers2 5,569 13.0 5.1
  Outstanding
(billions of dollars)
   
Securitization 13,446 2.4 5.5
Agency 11,940 2.4 5.9
Non-agency3 1,506 2.5 3.6

Note: The data extend through 2023:Q4 unless otherwise noted. Outstanding amounts are in nominal terms. Growth rates are measured from Q4 of the year immediately preceding the period through Q4 of the final year of the period. Life insurance companies' assets include both general and separate account assets.

 1. Hedge fund data start in 2012:Q4 and are updated through 2023:Q3. Growth rates for the hedge fund data are measured from Q3 of the year immediately preceding the period through Q3 of the final year of the period. Return to table

 2. Broker-dealer assets are calculated as unnetted values. Return to table

 3. Non-agency securitization excludes securitized credit held on balance sheets of banks and finance companies. Return to table

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

Bank profitability remained robust

Amid the considerable increase in interest rates over the past two years, the profitability of the banking sector stayed solid. Banks' average rates on interest-earning assets remained well above the average interest expense rates on liabilities (figure 3.1). That said, interest expenses increased somewhat faster than interest income, reflecting a higher share of interest-bearing deposits on banks' balance sheets and somewhat higher deposit rates. As a result, net interest margins, which measure banks' yield on their interest-earning assets after netting out interest expenses, declined a notch in the aggregate in 2023.

Figure 3.1. Banks' average interest rate on interest-earning assets remained significantly above the average expense rate on liabilities
Figure 3.1. Banks' average interest rate on interest-earning assets remained significantly above the average expense rate on liabilities

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Note: Average interest rate on interest-earning assets is total interest income divided by total interest-earning assets. Average interest expense rate on liabilities is total interest expense divided by total liabilities. The shaded bar with a top cap indicates a period of business recession as defined by the National Bureau of Economic Research: February 2020–April 2020.

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

Measures of banks' capital increased, while fair value losses in fixed-rate assets remained sizable for some banks

The common equity Tier 1 (CET1) ratio—a regulatory risk-based measure of bank capital adequacy—increased during the fourth quarter of 2023 across all bank categories (figure 3.2). CET1 ratios for global systemically important banks (G-SIBs) reached the highest levels recorded in the past decade, while CET1 ratios for large non–G-SIBs and other bank holding companies were close to pre-pandemic levels.

Figure 3.2. Banks' risk-based capital ratio increased to or beyond pre-pandemic levels
Figure 3.2. Banks' risk-based capital ratio increased to or beyond pre-pandemic levels

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Note: The data are seasonally adjusted by Federal Reserve Board staff. The sample consists of domestic bank holding companies (BHCs) and intermediate holding companies (IHCs) with a substantial U.S. commercial banking presence. G-SIBs are global systemically important 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 denominator is risk-weighted assets. 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–April 2020.

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

Higher interest rates continued to affect the fair value of banks' holdings of fixed-rate assets. As interest rates rose from pandemic lows over the past two years, the fair value of these securities declined, but these declines started to moderate somewhat toward the end of 2023. At the end of the fourth quarter of 2023, banks had declines in fair value of $204 billion in available-for-sale (AFS) portfolios and $274 billion in held-to-maturity portfolios (figure 3.3).

Figure 3.3. The fair value losses of banks' securities portfolios declined through the end of 2023 but remained sizable
Figure 3.3. The fair value losses of banks' securities portfolios declined through the end of 2023 but remained sizable

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Note: The figure plots the difference between the fair and amortized cost values of the securities. The sample consists of all bank holding companies and commercial banks.

Source: Federal Financial Institutions Examination Council, Call Report Form FFIEC 031, Consolidated Reports of Condition and Income (Call Report); Federal Reserve Board, Form FR Y-9C, Consolidated Financial Statements for Holding Companies.

An alternative measure of bank capital is the ratio of tangible common equity to total tangible assets. The tangible common equity ratio has similarities to the CET1 ratio in that both exclude intangible items such as goodwill from the measurement of capital, but there are also important differences between the two. In contrast with CET1, the tangible common equity ratio does not account for the riskiness of assets but does include fair value declines on AFS securities for all banks. The tangible common equity ratio moved up across all bank categories in the second half of the year (figure 3.4). Nonetheless, this ratio remained at a level below its average over the past decade.

Figure 3.4. The ratio of tangible common equity to tangible assets increased for banks of all categories
Figure 3.4. The ratio of tangible common equity to tangible assets increased for banks of all categories

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Note: The data are seasonally adjusted by Federal Reserve Board staff. The sample consists of domestic bank holding companies (BHCs), intermediate holding companies (IHCs) with a substantial U.S. commercial banking presence, and commercial banks. G-SIBs are global systemically important banks. Large non–G-SIBs are BHCs and IHCs with greater than $100 billion in total assets that are not G-SIBs. Bank equity is total equity capital net of preferred equity and intangible assets. Bank assets are total assets net of intangible assets. 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–April 2020.

Source: For data through 1996, Federal Financial Institutions Examination Council, Call Report Form FFIEC 031, Consolidated Reports of Condition and Income (Call Report). For data from 1997 onward, Federal Reserve Board, Form FR Y-9C, Consolidated Financial Statements for Holding Companies; Federal Financial Institutions Examination Council, Call Report Form FFIEC 031, Consolidated Reports of Condition and Income (Call Report).

Credit quality at banks remained sound overall, despite rising delinquencies in some consumer and commercial real estate loan segments

As of the fourth quarter of 2023, aggregate credit quality in the nonfinancial sector remained sound overall. That said, the quality of outstanding loans worsened in some sectors, as the delinquency rates for credit card, auto, and CRE loans—especially those backed by office properties—increased in the second half of 2023. Exposures in auto and credit card loans remained concentrated in a few large banks. As interest rates increased over the past two years, banks continued to build their allowances for loan losses on credit card and CRE portfolios in anticipation of rising delinquencies. Nevertheless, risks on loans backed by CRE properties remained elevated, and banks with concentrated exposure to this sector are particularly vulnerable.

Borrower leverage for bank commercial and industrial (C&I) loans decreased somewhat since the October report (figure 3.5). Recent SLOOS survey responses indicated that lending standards continued to tighten across most loan categories during the second half of 2023, suggesting that banks were limiting their exposure to this risk. That said, the pace at which standards were tightened has reportedly slowed, especially for C&I loans, as the percentage of banks reporting tightening standards declined relative to the first half of 2023 (figure 3.6).

Figure 3.5. Borrower leverage for bank commercial and industrial loans inched down
Figure 3.5. Borrower leverage for bank commercial and industrial loans inched down

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Note: The figure shows the weighted median leverage of nonfinancial firms that borrow using commercial and industrial loans from the 24 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.

Figure 3.6. The percentage of banks reporting tightening standards for commercial and industrial loans declined in the second half of 2023
Figure 3.6. The percentage of banks reporting tightening standards for commercial and industrial loans declined in the second half of 2023

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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–April 2020.

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

Leverage at broker-dealers remained low

Risks posed to the financial system by broker-dealer leverage remained low. Despite a small uptick in the fourth quarter of 2023, the leverage ratio stood near historically low levels (figure 3.7), as dealer equity kept up with the continued expansion in assets. Reflecting seasonal trends, end-of-year profits declined, dropping below typical pre-pandemic levels (figure 3.8). The share of fixed income, rates, and credit in trading profits decreased in the most recent data, while the share of equity increased (figure 3.9). Since the October report, net secured borrowing of primary dealers declined somewhat but remained elevated overall and in line with net positions. Dealers' intermediation activity remained broadly stable at elevated levels. That said, insufficient intermediation capacity during periods of stress remained a structural vulnerability in the sector.

Figure 3.7. Leverage at broker-dealers remained near historical lows
Figure 3.7. Leverage at broker-dealers remained near historical lows

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

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

Figure 3.8. Trading profits in December declined below their average
Figure 3.8. Trading profits in December declined below their average

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Note: The sample includes all trading desks of bank holding companies subject to the Volcker rule reporting requirement.

Source: Federal Reserve Board, Reporting, Recordkeeping, and Disclosure Requirements Associated with Regulation VV (Proprietary Trading and Certain Interests in and Relationships with Covered Funds, 12 C.F.R. pt. 248).

Figure 3.9. Equities increased further as a share of trading profits in the most recent data
Figure 3.9. Equities increased further as a share of trading profits in the most recent data

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Note: The sample includes all trading desks of bank holding companies subject to the Volcker rule reporting requirement. The "other" category comprises desks trading in municipal securities, foreign exchange, and commodities, as well as any unclassified desks. The key identifies series in order from top to bottom.

Source: Federal Reserve Board, Reporting, Recordkeeping, and Disclosure Requirements Associated with Regulation VV (Proprietary Trading and Certain Interests in and Relationships with Covered Funds, 12 C.F.R. pt. 248).

In the March 2024 Senior Credit Officer Opinion Survey on Dealer Financing Terms (SCOOS), dealers reported that terms on securities financing transactions and over-the-counter derivatives remained about unchanged.6 Use of financial leverage was also reported to have changed little on net. Additionally, the special questions in the March SCOOS asked about changes in financing terms and market conditions for selected segments of the market for commercial mortgage-backed securities (CMBS) collateralized by office properties. Overall, answers to the special questions point to a tightening of financing terms and weakening of liquidity in the office CMBS market, as collateral quality has weakened and demand for funding has increased.

Life insurers continued to take on liquidity and credit risk, while their leverage remained in the middle of its historical range

In the fourth quarter of 2023, leverage at property and casualty insurers remained near the bottom of its historical distribution, while leverage at life insurers rose and stood around the median of its historical distribution (figure 3.10). Life insurers continued to take on liquidity and credit risk in their portfolios by allocating an increasing percentage of assets to risky and less liquid instruments, such as leveraged loans, high-yield corporate bonds, privately placed corporate bonds, and alternative investments. Further, because insurance companies are large holders of CMBS and have material direct exposures to commercial mortgages, a significant correction in commercial property values could put pressure on their capital positions.

Figure 3.10. Leverage at life insurance companies rose and remained around its median
Figure 3.10. Leverage at life insurance companies rose and remained around its median

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

Source: Generally accepted accounting principles data from 10-Q and 10-K filings accessed via S&P Global,Capital IQ Pro.

Leverage at hedge funds reached its highest level in available data

Comprehensive data collected through the U.S. Securities and Exchange Commission's (SEC) Form PF indicated that measures of leverage averaged across all hedge funds increased further in the third quarter of 2023, reaching the highest level observed since the beginning of data availability. Leverage increased when measured using either average on-balance-sheet leverage (blue line in figure 3.11)—which captures financial leverage from secured financing transactions, such as repurchase agreements and margin loans, but does not capture leverage embedded through derivatives—or average gross leverage of hedge funds (black line in figure 3.11), a broader measure that also incorporates off-balance-sheet derivatives exposures. Leverage at the largest funds was significantly higher, with the average on-balance-sheet leverage of the top 15 hedge funds by gross asset value rising in the third quarter of 2023 to about 18-to-1 (figure 3.12). These high levels of leverage were facilitated, in part, by low haircuts on Treasury collateral in some markets where many funds obtain short-term financing.7 More recent data from the March SCOOS suggested that hedge fund leverage flattened out as the use of financial leverage by hedge funds remained largely unchanged between mid-November 2023 and mid-February 2024 (figure 3.13).

Figure 3.11. Leverage at hedge funds reached its highest level since data became available
Figure 3.11. Leverage at hedge funds reached its highest level since data became available

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Note: Means are weighted by net asset value (NAV). On-balance-sheet leverage is the ratio of gross asset value to NAV. Gross leverage is the ratio of gross notional exposure to NAV. Gross notional exposure includes both on-balance-sheet exposures and off-balance-sheet derivative notional exposures. Options are delta adjusted, and interest rate derivatives are reported at 10-year bond equivalent values. The data are reported on a 2-quarter lag beginning in 2013:Q1.

Source: Securities and Exchange Commission, Form PF, Reporting Form for Investment Advisers to Private Funds and Certain Commodity Pool Operators and Commodity Trading Advisors.

Figure 3.12. Leverage at the largest hedge funds increased
Figure 3.12. Leverage at the largest hedge funds increased

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Note: Leverage is measured by gross asset value (GAV) divided by net asset value (NAV). Funds are sorted into cohorts based on GAV. Average leverage is computed as the NAV-weighted mean.

Source: Securities and Exchange Commission, Form PF, Reporting Form for Investment Advisers to Private Funds and Certain Commodity Pool Operators and Commodity Trading Advisors.

Figure 3.13. Dealers indicated that the use of leverage by hedge funds remained largely unchanged
Figure 3.13. Dealers indicated that the use of leverage by hedge funds remained largely unchanged

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Note: Net percentage equals the percentage of institutions that reported increased use of financial leverage over the past 3 months minus the percentage of institutions that reported decreased use of financial leverage over the past 3 months. REIT is real estate investment trust.

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

As of the third quarter of 2023, data from Form PF showed that net repurchase agreement borrowing, one measure of the Treasury cash-futures basis trade, grew to near historic highs, while data from the Commodity Futures Trading Commission (CFTC) Traders in Financial Futures report also showed leveraged funds' short Treasury futures positions were near historical highs.8 Meanwhile, indicators based on data from the first quarter of 2024, including leveraged funds' short Treasury futures positions and a basis trade proxy from Treasury TRACE, suggested the basis trade might have declined from its levels at the end of 2023 but remained elevated. This highly leveraged trade, which involves shorting a Treasury futures contract and purchasing a Treasury note deliverable into that contract, with the note typically financed in bilateral repurchase agreement markets, was popular among hedge funds between mid-2018 and February 2020, and its subsequent unwinding contributed to the Treasury market turmoil in March 2020.

Issuance of non-agency securities by securitization vehicles started recovering in 2024 despite ongoing concerns about commercial real estate

Non-agency securitization issuance—which increases the amount of leverage in the financial system—started to recover in the first three months of 2024 from subdued levels experienced throughout 2023 (figure 3.14).9 Credit spreads on most major securitized products generally narrowed since the October report. In the CMBS segment, lower-rated tranche spreads did not decline as much as senior-tranche spreads, likely reflecting ongoing investor concerns on credit risks in CRE loans underlying CMBS deals. Credit performance across securitized products backed by riskier loan collateral continued to show signs of deterioration, indicated by increasing loan delinquency rates or default rates compared with their respective historical averages. This deterioration in credit performance was especially pronounced in CRE-related securitization deals involving office loans as well as certain segments of multifamily loans. Delinquency rates in certain CRE collateralized loan obligations also increased notably.

Figure 3.14. Issuance of non-agency securitized products increased in early 2024 from the subdued levels of 2023
Figure 3.14. Issuance of non-agency securitized products increased in early 2024 from the subdued levels of 2023

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Note: The data from the first quarter of 2024 are annualized to create the 2024 bar. RMBS is residential mortgage-backed securities; CMBS is commercial mortgage-backed securities; CDO is collateralized debt obligation; 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 2024 dollars using the consumer price index. The key identifies bars in order from top to bottom.

Source: Green Street, Commercial Mortgage Alert's CMBS Database and Asset-Backed Alert's ABS Database; consumer price index, Bureau of Labor Statistics via Haver Analytics.

Bank lending to nonbank financial institutions increased

Bank lending to nonbank financial institutions (NBFIs) can be informative about the amount of leverage used by NBFIs and shed light on their interconnectedness with the rest of the financial system. After remaining flat in the third quarter of 2023, bank credit commitments to NBFIs resumed growing in the fourth quarter (figure 3.15). The year-over-year growth rate in committed amounts was largely due to loans to open-end investment funds and special purpose entities and securitization vehicles, both of which grew about 15 percent over the course of 2023 (figure 3.16). This growth was partially offset by declines in bank credit commitments to real estate investment trusts. Utilization rates on credit lines to NBFIs, which averaged close to 50 percent of total committed amounts, decreased. Delinquency rates on banks' lending to NBFIs continued to decline for nearly all counterparties in the fourth quarter of 2023.

Figure 3.15. Bank credit commitments to nonbank financial institutions grew
Figure 3.15. Bank credit commitments to nonbank financial institutions grew

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Note: Committed amounts on credit lines and term loans extended to nonbank financial institutions by a balanced panel of 24 bank holding companies that have filed Form FR Y-14Q in every quarter since 2018:Q1. Nonbank financial institutions 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). BDC is business development company. 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.

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

Figure 3.16. Aggregate credit commitments to nonbank financial institutions increased in 2023 for most sectors except real estate investment trusts, broker-dealers, and real estate lenders and lessors
Figure 3.16. Aggregate credit commitments to nonbank financial institutions increased in 2023 for most sectors except real estate investment trusts, broker-dealers, and real estate lenders and lessors

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Note: The figure shows 2023:Q4-over-2022:Q4 growth rates as of the end of the fourth quarter of 2023. REIT is real estate investment trust; PE is private equity; BDC is business development company; SPE is special purpose entity; CLO is collateralized loan obligation; ABS is asset-backed securities. The key identifies bars in order from left to right.

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

 

References

 6. The SCOOS is available on the Federal Reserve Board's website at https://www.federalreserve.gov/data/scoos.htmReturn to text

 7. See Ayelen Banegas and Phillip Monin (2023), "Hedge Fund Treasury Exposures, Repo, and Margining," FEDS Notes (Washington: Board of Governors of the Federal Reserve System, September8), https://doi.org/10.17016/2380-7172.3377Return to text

 8. CFTC data and reports are available on the CFTC's website at https://www.cftc.gov/MarketReports/CommitmentsofTraders/index.htmReturn to text

 9. Securitization allows financial institutions to bundle loans or other financial assets and sell claims on the cash flows generated by these assets as tradable securities, much like bonds. By funding assets with debt issued by investment funds known as special purpose entities (SPEs), securitization can add leverage to the financial system, in part because SPEs are generally subject to regulatory regimes, such as risk retention rules, that are less stringent than banks' regulatory capital requirements. Examples of the resulting securities include collateralized loan obligations (predominantly backed by leveraged loans), asset-backed securities (often backed by credit card and auto debt), CMBS, and residential mortgage-backed securities. Return to text

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Last Update: May 09, 2024