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Report to the Congress on Credit Scoring and Its Effects on the Availability and Affordability of Credit


Submitted to the Congress pursuant to section 215 of the Fair and Accurate Credit Transactions Act of 2003
August 2007

printable Print (1.84 MB PDF)

Tables for Figures 4.A.-5.

Figure 4.A. TransRisk Score: Percent of Score
decile, by Demographic Group

Note. For definition of characteristics, refer to notes to table 9.



Figure 4.A. TransRisk Score: Percent of Score
decile, by Demographic Group

Race or ethnicity (SSA data)
[Figure 4.A. corrected as of Jan. 25 2008]
Percent
Score
decile
Non-
Hispanic
white
Black Hispanic Asian
1st 55.18 30.41 12.04 2.37
2nd 61.54 23.29 12.35 2.82
3rd 66.66 16.87 13.12 3.35
4th 73.49 10.68 11.12 4.71
5th 77.29 7.86 9.47 5.38
6th 79.56 5.26 8.55 6.62
7th 83.07 3.86 6.70 6.37
8th 86.27 3.17 5.23 5.33
9th 89.18 2.42 3.98 4.42
10th 90.35 1.84 3.41 4.41

Figure 4.A. TransRisk Score: Percent of Score
decile, by Demographic Group

Race or ethnicity (location-based distribution)
[Figure 4.A. corrected as of Jan. 25 2008]
Percent
Score
decile
Non-
Hispanic
white
Black Hispanic Asian
1st 63.48 19.81 13.51 3.21
2nd 66.99 16.72 12.91 3.38
3rd 69.40 13.87 13.17 3.55
4th 73.29 10.73 11.95 4.04
5th 75.92 9.29 10.67 4.12
6th 77.64 8.00 9.91 4.45
7th 79.54 7.20 8.96 4.30
8th 81.30 6.75 7.89 4.06
9th 83.67 5.61 6.82 3.90
10th 83.83 5.49 6.56 4.12

Figure 4.A. TransRisk Score: Percent of Score
decile, by Demographic Group

Sex
[Figure 4.A. corrected as of Jan. 25 2008]
Percent
Score
decile
Male Female
1st 48.79 51.21
2nd 50.45 49.55
3rd 51.35 48.65
4th 51.38 48.62
5th 50.34 49.66
6th 50.59 49.41
7th 49.05 50.95
8th 48.41 51.59
9th 47.53 52.47
10th 44.27 55.73

Figure 4.A. TransRisk Score: Percent of Score
decile, by Demographic Group

Age (years)
[Figure 4.A. corrected as of Jan. 25 2008]
Percent
Score
decile
Younger
than 30
30-39 40-49 50-61 62 or
older
1st 25.05 30.64 24.34 14.20 5.77
2nd 22.69 25.86 25.17 17.52 8.75
3rd 23.19 23.94 24.04 18.20 10.64
4th 21.50 21.52 23.43 20.22 13.32
5th 19.91 18.55 22.80 22.38 16.35
6th 22.44 19.90 22.14 20.18 15.34
7th 15.50 20.04 22.45 21.53 20.48
8th 6.68 16.11 21.34 23.28 32.58
9th 1.55 12.49 21.90 27.73 36.33
10th 0.30 5.34 15.77 24.69 53.91

Figure 4.A. TransRisk Score: Percent of Score
decile, by Demographic Group

Marital status
[Figure 4.A. corrected as of Jan. 25 2008]
Percent
Score
decile
Married
male
Single
male
Married
female
Single
female
1st 22.20 25.56 22.30 29.94
2nd 26.55 23.00 25.21 25.25
3rd 28.40 22.02 26.55 23.03
4th 30.95 19.73 29.02 20.31
5th 32.56 17.51 31.18 18.75
6th 34.29 16.49 32.22 17.00
7th 34.72 14.22 35.03 16.03
8th 35.57 12.96 36.18 15.29
9th 36.73 10.67 38.76 13.83
10th 33.88 10.36 41.37 14.39

Figure 4.A. TransRisk Score: Percent of Score
decile, by Demographic Group

Income ratio of tract
[Figure 4.A. corrected as of Jan. 25 2008]
Percent
Score
decile
Low Moderate Middle High
1st 7.40 28.68 49.59 14.33
2nd 6.03 25.60 51.02 17.35
3rd 4.89 23.63 52.54 18.95
4th 3.44 19.87 51.94 24.76
5th 2.73 17.25 52.01 28.01
6th 2.54 15.55 51.91 30.00
7th 2.06 14.48 51.78 31.68
8th 1.77 12.99 52.31 32.92
9th 0.94 11.05 52.40 35.62
10th 0.94 11.14 51.88 36.04

Return to figure


Figure 4.B. VantageScore: Percent of Score
decile, by Demographic Group

Note. For definition of characteristics, refer to notes to table 9.

 

Figure 4.B. VantageScore: Percent of Score
decile, by Demographic Group

Race or ethnicity (SSA data)
Percent
[Figure 4.B. corrected as of Jan. 25 2008]
Score
decile
Non-
Hispanic
white
Black Hispanic Asian
1st 54.24 31.24 12.42 2.10
2nd 61.82 22.80 12.42 2.96
3rd 67.40 16.05 12.79 3.76
4th 73.31 11.13 10.81 4.75
5th 76.22 7.99 10.09 5.70
6th 79.19 6.05 8.75 6.01
7th 83.36 4.37 6.76 5.52
8th 86.41 3.10 5.30 5.19
9th 89.60 2.12 3.86 4.42
10th 89.17 2.12 3.49 5.22

Figure 4.B. VantageScore: Percent of Score
decile, by Demographic Group

Race or ethnicity (location-based distribution)
Percent
[Figure 4.B. corrected as of Jan. 25 2008]
Score
decile
Non-
Hispanic
white
Black Hispanic Asian
1st 62.69 20.37 13.73 3.21
2nd 67.25 16.26 13.12 3.37
3rd 69.98 13.40 12.96 3.65
4th 73.57 10.82 11.67 3.94
5th 75.24 9.46 11.09 4.21
6th 76.87 8.71 10.14 4.28
7th 80.03 7.29 8.59 4.09
8th 81.99 6.37 7.79 3.86
9th 84.00 5.56 6.73 3.72
10th 83.63 5.08 6.46 4.83

Figure 4.B. VantageScore: Percent of Score
decile, by Demographic Group

Sex
Percent
[Figure 4.B. corrected as of Jan. 25 2008]
Score
decile
Male Female
1st 49.78 50.22
2nd 49.94 50.06
3rd 50.04 49.96
4th 49.83 50.17
5th 49.90 50.10
6th 49.97 50.03
7th 48.87 51.13
8th 47.68 52.32
9th 46.42 53.58
10th 49.94 50.06

Figure 4.B. VantageScore: Percent of Score
decile, by Demographic Group

Age (years)
Percent
[Figure 4.B. corrected as of Jan. 25 2008]
Score
decile
Younger
than 30
30-39 40-49 50-61 62 or
older
1st 30.04 29.41 22.93 12.70 4.92
2nd 25.78 26.56 23.94 16.14 7.58
3rd 24.44 24.14 23.89 17.57 9.97
4th 24.64 21.65 22.54 19.52 11.66
5th 20.20 21.06 22.93 20.61 15.20
6th 16.57 19.97 22.57 21.12 19.77
7th 11.37 18.28 22.23 22.04 26.07
8th 4.74 15.31 20.92 23.36 35.67
9th 1.53 10.54 19.21 24.11 44.61
10th 0.33 8.41 22.83 32.74 35.70

Figure 4.B. VantageScore: Percent of Score
decile, by Demographic Group

Marital status
Percent
[Figure 4.B. corrected as of Jan. 25 2008]
Score
decile
Married
male
Single
male
Married
female
Single
female
1st 21.48 27.14 20.84 30.54
2nd 25.54 23.22 24.67 26.57
3rd 27.41 21.65 27.53 23.41
4th 29.40 19.97 29.49 21.15
5th 32.50 17.16 31.65 18.68
6th 33.74 16.27 33.11 16.89
7th 33.82 14.78 34.67 16.73
8th 33.93 13.73 36.77 15.57
9th 35.57 10.74 38.84 14.85
10th 40.38 9.53 38.78 11.30

Figure 4.B. VantageScore: Percent of Score
decile, by Demographic Group

Income ratio of tract
Percent
[Figure 4.B. corrected as of Jan. 25 2008]
Score
decile
Low Moderate Middle High
1st 8.36 29.60 48.29 13.75
2nd 5.91 25.49 52.00 16.61
3rd 4.31 23.38 52.51 19.80
4th 3.42 19.81 53.65 23.12
5th 3.24 18.10 52.63 26.04
6th 2.45 16.82 51.89 28.84
7th 1.89 13.95 53.25 30.91
8th 1.46 12.91 53.43 32.19
9th 0.88 11.18 53.87 34.08
10th 0.70 8.69 45.58 45.03

Return to figure

 

Figure 4.C. FRB Base Score: Percent of Score
decile, by Demographic Group

Note. For definition of characteristics, refer to notes to table 9.



Figure 4.C. FRB Base Score: Percent of Score
decile, by Demographic Group

Race or ethnicity (SSA data)
Percent
Score
decile
Non-
Hispanic
white
Black Hispanic Asian
1st 54.35 30.89 12.62 2.15
2nd 61.32 23.68 12.30 2.70
3rd 67.66 16.26 12.48 3.59
4th 72.80 10.89 11.51 4.80
5th 76.44 7.84 9.83 5.89
6th 79.04 5.46 8.40 7.10
7th 83.51 3.93 6.35 6.21
8th 88.68 2.73 4.38 4.21
9th 90.00 2.37 3.96 3.68
10th 88.14 2.24 4.27 5.35

Figure 4.C. FRB Base Score: Percent of Score
decile, by Demographic Group

Race or ethnicity (location-based distribution)
Percent
Score
decile
Non-
Hispanic
white
Black Hispanic Asian
1st 62.97 19.91 13.92 3.21
2nd 66.84 16.99 12.93 3.24
3rd 70.26 13.60 12.52 3.62
4th 72.91 10.84 12.16 4.09
5th 75.12 9.46 11.20 4.22
6th 77.49 8.14 9.91 4.46
7th 80.50 6.94 8.49 4.07
8th 83.46 6.08 6.93 3.53
9th 83.28 6.05 7.01 3.66
10th 82.30 5.44 7.23 5.04

Figure 4.C. FRB Base Score: Percent of Score
decile, by Demographic Group

Sex
Percent
Score
decile
Male Female
1st 48.92 51.08
2nd 51.43 48.57
3rd 50.38 49.62
4th 50.46 49.54
5th 50.27 49.73
6th 49.95 50.05
7th 49.21 50.79
8th 45.50 54.50
9th 47.24 52.76
10th 49.02 50.98

Figure 4.C. FRB Base Score: Percent of Score
decile, by Demographic Group

Age (years)
Percent
Score
decile
Younger
than 30
30-39 40-49 50-61 62 or
older
1st 27.89 29.66 23.68 13.58 5.19
2nd 22.35 27.04 25.36 17.01 8.24
3rd 19.18 24.05 24.89 19.78 12.09
4th 23.03 20.40 22.81 20.43 13.34
5th 25.98 19.02 21.41 19.33 14.26
6th 24.23 19.02 20.36 19.24 17.15
7th 11.38 20.29 21.61 22.33 24.39
8th 2.61 12.64 18.96 23.14 42.66
9th 0.89 9.12 17.92 24.20 47.86
10th 1.05 12.96 26.76 31.60 27.63

Figure 4.C. FRB Base Score: Percent of Score
decile, by Demographic Group

Marital status
Percent
Score
decile
Married
male
Single
male
Married
female
Single
female
1st 22.24 25.82 21.69 30.25
2nd 26.37 23.73 24.57 25.33
3rd 28.90 20.80 27.94 22.35
4th 30.12 19.74 29.66 20.48
5th 31.78 18.25 30.04 19.93
6th 32.70 17.00 31.85 18.45
7th 34.21 15.25 33.52 17.02
8th 33.48 11.85 38.39 16.28
9th 36.59 10.67 38.86 13.88
10th 38.80 10.02 40.61 10.58

Figure 4.C. FRB Base Score: Percent of Score
decile, by Demographic Group

Income ratio of tract
Percent
Score
decile
Low Moderate Middle High
1st 7.98 28.96 48.87 14.19
2nd 5.98 25.76 51.97 16.29
3rd 4.48 22.92 51.85 20.76
4th 3.51 19.88 52.11 24.50
5th 3.09 18.45 51.86 26.61
6th 2.67 16.03 52.07 29.22
7th 1.75 13.83 53.49 30.93
8th 1.37 12.60 55.24 30.79
9th 1.02 12.51 53.96 32.51
10th 0.82 9.15 45.78 44.26

Return to figure


 

Figure 5. Performance, All Individuals

Figure 5. Performance, All Individuals
Panel A: TransRisk Score
Percent bad
Score Any-
account
New-
account
Existing-
account
Random-
account
Modified
New-
account
0 0.88 28.69 2.66 19.46 56.28
0.5 1.40 30.66 3.33 21.02 57.46
1 1.92 32.64 4.00 22.59 58.64
1.5 2.44 34.62 4.66 24.15 59.82
2 2.96 36.60 5.33 25.72 61.00
2.5 3.48 38.58 5.99 27.28 62.18
3 4.01 40.56 6.66 28.85 63.36
3.5 4.53 42.53 7.33 30.41 64.54
4 5.05 44.51 7.99 31.98 65.72
4.5 5.57 46.49 8.66 33.54 66.90
5 6.09 48.47 9.32 35.10 68.08
5.5 6.61 50.45 9.99 36.67 69.26
6 7.14 52.43 10.66 38.23 70.44
6.5 7.66 54.40 11.32 39.80 71.62
7 8.18 56.38 11.99 41.36 72.80
7.5 8.70 58.36 12.65 42.93 73.98
8 9.22 60.34 13.32 44.49 75.16
8.5 9.74 62.32 13.99 46.06 76.34
9 10.27 64.29 14.65 47.62 77.53
9.5 10.79 66.27 15.32 49.18 78.71
10 11.31 68.25 15.98 50.75 79.89
10.5 12.03 68.97 17.02 51.65 79.95
11 12.76 69.68 18.05 52.56 80.02
11.5 13.48 70.40 19.08 53.46 80.08
12 14.20 71.11 20.11 54.37 80.15
12.5 14.93 71.82 21.15 55.27 80.21
13 15.65 72.54 22.18 56.17 80.28
13.5 16.37 73.25 23.21 57.08 80.34
14 17.09 73.97 24.24 57.98 80.40
14.5 17.82 74.68 25.27 58.89 80.47
15 18.54 75.40 26.31 59.79 80.53
15.5 19.26 76.11 27.34 60.69 80.60
16 19.99 76.83 28.37 61.60 80.66
16.5 20.71 77.54 29.40 62.50 80.73
17 21.43 78.26 30.43 63.41 80.79
17.5 22.16 78.97 31.47 64.31 80.86
18 22.88 79.69 32.50 65.21 80.92
18.5 23.60 80.40 33.53 66.12 80.99
19 24.33 81.12 34.56 67.02 81.05
19.5 25.05 81.83 35.60 67.93 81.12
20 25.77 82.54 36.63 68.83 81.18
20.5 27.54 82.98 38.38 69.86 81.79
21 29.32 83.42 40.13 70.88 82.39
21.5 31.09 83.86 41.89 71.91 83.00
22 32.86 84.31 43.64 72.93 83.60
22.5 34.63 84.75 45.39 73.96 84.20
23 36.41 85.19 47.14 74.99 84.81
23.5 38.18 85.63 48.90 76.01 85.41
24 39.95 86.07 50.65 77.04 86.02
24.5 41.72 86.51 52.40 78.06 86.62
25 43.49 86.95 54.15 79.09 87.22
25.5 45.27 87.39 55.91 80.11 87.83
26 47.04 87.83 57.66 81.14 88.43
26.5 48.81 88.27 59.41 82.17 89.04
27 50.58 88.71 61.17 83.19 89.64
27.5 52.35 89.15 62.92 84.22 90.24
28 54.13 89.59 64.67 85.24 90.85
28.5 55.90 90.03 66.42 86.27 91.45
29 57.67 90.47 68.18 87.29 92.06
29.5 59.44 90.91 69.93 88.32 92.66
30 61.22 91.35 71.68 89.35 93.27
30.5 62.19 91.58 72.48 89.62 93.39
31 63.16 91.81 73.27 89.90 93.52
31.5 64.13 92.04 74.07 90.17 93.64
32 65.10 92.27 74.86 90.45 93.77
32.5 66.07 92.50 75.66 90.73 93.90
33 67.04 92.73 76.45 91.00 94.02
33.5 68.01 92.95 77.25 91.28 94.15
34 68.98 93.18 78.04 91.55 94.28
34.5 69.95 93.41 78.84 91.83 94.40
35 70.92 93.64 79.63 92.11 94.53
35.5 71.89 93.87 80.43 92.38 94.66
36 72.86 94.10 81.22 92.66 94.78
36.5 73.83 94.33 82.02 92.93 94.91
37 74.80 94.56 82.82 93.21 95.04
37.5 75.77 94.79 83.61 93.49 95.16
38 76.74 95.02 84.41 93.76 95.29
38.5 77.71 95.25 85.20 94.04 95.42
39 78.68 95.48 86.00 94.31 95.54
39.5 79.65 95.71 86.79 94.59 95.67
40 80.62 95.94 87.59 94.87 95.79
40.5 81.13 96.05 87.95 95.03 95.82
41 81.65 96.16 88.31 95.18 95.84
41.5 82.16 96.27 88.68 95.34 95.87
42 82.67 96.38 89.04 95.50 95.89
42.5 83.18 96.48 89.40 95.66 95.91
43 83.69 96.59 89.77 95.82 95.94
43.5 84.21 96.70 90.13 95.98 95.96
44 84.72 96.81 90.49 96.14 95.99
44.5 85.23 96.92 90.86 96.30 96.01
45 85.74 97.03 91.22 96.46 96.03
45.5 86.26 97.14 91.58 96.62 96.06
46 86.77 97.25 91.94 96.77 96.08
46.5 87.28 97.36 92.31 96.93 96.11
47 87.79 97.47 92.67 97.09 96.13
47.5 88.30 97.58 93.03 97.25 96.15
48 88.82 97.69 93.40 97.41 96.18
48.5 89.33 97.79 93.76 97.57 96.20
49 89.84 97.90 94.12 97.73 96.23
49.5 90.35 98.01 94.49 97.89 96.25
50 90.86 98.12 94.85 98.05 96.27
50.5 91.04 98.16 94.95 98.08 96.35
51 91.23 98.20 95.05 98.11 96.42
51.5 91.41 98.23 95.15 98.13 96.50
52 91.59 98.27 95.26 98.16 96.57
52.5 91.77 98.31 95.36 98.19 96.65
53 91.95 98.34 95.46 98.22 96.72
53.5 92.13 98.38 95.56 98.25 96.80
54 92.32 98.42 95.66 98.28 96.87
54.5 92.50 98.45 95.76 98.31 96.95
55 92.68 98.49 95.86 98.34 97.02
55.5 92.86 98.53 95.97 98.37 97.10
56 93.04 98.56 96.07 98.40 97.17
56.5 93.22 98.60 96.17 98.43 97.25
57 93.40 98.64 96.27 98.46 97.32
57.5 93.59 98.67 96.37 98.49 97.40
58 93.77 98.71 96.47 98.52 97.47
58.5 93.95 98.75 96.57 98.55 97.55
59 94.13 98.78 96.67 98.58 97.62
59.5 94.31 98.82 96.78 98.61 97.70
60 94.49 98.86 96.88 98.64 97.77
60.5 94.61 98.89 96.95 98.68 97.81
61 94.73 98.91 97.03 98.72 97.85
61.5 94.86 98.94 97.11 98.76 97.89
62 94.98 98.97 97.18 98.80 97.93
62.5 95.10 99.00 97.26 98.84 97.97
63 95.22 99.03 97.34 98.88 98.01
63.5 95.34 99.06 97.42 98.91 98.05
64 95.46 99.08 97.49 98.95 98.09
64.5 95.58 99.11 97.57 98.99 98.13
65 95.70 99.14 97.65 99.03 98.17
65.5 95.82 99.17 97.72 99.07 98.21
66 95.94 99.20 97.80 99.11 98.25
66.5 96.07 99.23 97.88 99.15 98.29
67 96.19 99.25 97.95 99.19 98.33
67.5 96.31 99.28 98.03 99.23 98.37
68 96.43 99.31 98.11 99.26 98.40
68.5 96.55 99.34 98.18 99.30 98.44
69 96.67 99.37 98.26 99.34 98.48
69.5 96.79 99.39 98.34 99.38 98.52
70 96.91 99.42 98.41 99.42 98.56
70.5 96.97 99.43 98.44 99.43 98.66
71 97.03 99.44 98.47 99.44 98.76
71.5 97.09 99.45 98.50 99.46 98.86
72 97.15 99.47 98.53 99.47 98.96
73 97.27 99.49 98.58 99.49 99.16
73.5 97.33 99.50 98.61 99.50 99.26
74 97.39 99.51 98.64 99.51 99.36
74.5 97.45 99.52 98.67 99.53 99.46
75 97.51 99.53 98.70 99.54 99.56
75.5 97.57 99.54 98.73 99.55 99.66
76 97.63 99.55 98.75 99.56 99.76
76.5 97.69 99.56 98.78 99.57 99.86
77 97.75 99.57 98.81 99.58 99.96
78 97.87 99.60 98.87 99.61 100.16
78.5 97.93 99.61 98.90 99.62 100.26
79 97.99 99.62 98.92 99.63 100.36
79.5 98.05 99.63 98.95 99.64 100.46
80 98.11 99.64 98.98 99.65 100.56
80.5 98.12 99.64 98.98 99.66 100.52
81 98.13 99.65 98.98 99.66 100.48
81.5 98.14 99.65 98.99 99.66 100.45
82 98.15 99.66 98.99 99.67 100.41
82.5 98.16 99.66 98.99 99.67 100.37
83 98.17 99.67 98.99 99.67 100.34
83.5 98.17 99.67 98.99 99.68 100.30
84 98.18 99.68 98.99 99.68 100.26
84.5 98.19 99.68 99.00 99.68 100.22
85 98.20 99.69 99.00 99.69 100.19
85.5 98.21 99.69 99.00 99.69 100.15
86 98.22 99.70 99.00 99.69 100.11
86.5 98.23 99.70 99.00 99.70 100.08
87 98.23 99.70 99.00 99.70 100.04
87.5 98.24 99.71 99.00 99.70 100.00
88 98.25 99.71 99.01 99.70 99.96
88.5 98.26 99.72 99.01 99.71 99.93
89 98.27 99.72 99.01 99.71 99.89
89.5 98.28 99.73 99.01 99.71 99.85
90 98.29 99.73 99.01 99.72 99.82
90.5 98.34 99.74 99.05 99.72 99.83
91 98.40 99.74 99.09 99.73 99.85
91.5 98.45 99.75 99.12 99.73 99.87
92 98.51 99.75 99.16 99.73 99.88
93 98.62 99.76 99.23 99.74 99.92
93.5 98.67 99.77 99.27 99.75 99.94
94 98.73 99.77 99.31 99.75 99.95
94.5 98.78 99.78 99.34 99.76 99.97
95 98.84 99.78 99.38 99.76 99.99
95.5 98.89 99.79 99.42 99.77 100.01
96 98.95 99.79 99.45 99.77 100.02
96.5 99.00 99.80 99.49 99.77 100.04
97 99.06 99.80 99.53 99.78 100.06
97.5 99.11 99.81 99.56 99.78 100.07
98 99.17 99.81 99.60 99.79 100.09
98.5 99.22 99.82 99.64 99.79 100.11
99 99.28 99.82 99.67 99.80 100.13
99.5 99.33 99.83 99.71 99.80 100.14
100 99.39 99.84 99.75 99.81 100.16

Figure 5. Performance, All Individuals
Panel B: VantageScore
Percent bad
Score Any-
account
New-
account
Existing-
account
Random-
account
Modified
New-
account
0 0.94 31.17 1.58 12.91 54.03
0.5 1.25 32.57 2.02 14.37 54.88
1 1.56 33.97 2.45 15.83 55.72
1.5 1.87 35.37 2.89 17.30 56.57
2 2.19 36.77 3.32 18.76 57.42
2.5 2.50 38.17 3.76 20.22 58.27
3 2.81 39.57 4.19 21.69 59.12
3.5 3.12 40.97 4.63 23.15 59.96
4 3.43 42.36 5.06 24.61 60.81
4.5 3.75 43.76 5.50 26.08 61.66
5 4.06 45.16 5.93 27.54 62.51
5.5 4.37 46.56 6.36 29.01 63.36
6 4.68 47.96 6.80 30.47 64.21
6.5 5.00 49.36 7.23 31.93 65.05
7 5.31 50.76 7.67 33.40 65.90
7.5 5.62 52.16 8.10 34.86 66.75
8 5.93 53.56 8.54 36.32 67.60
8.5 6.25 54.96 8.97 37.79 68.45
9 6.56 56.35 9.41 39.25 69.29
9.5 6.87 57.75 9.84 40.71 70.14
10 7.18 59.15 10.28 42.18 70.99
10.5 8.20 60.22 11.64 43.68 71.74
11 9.22 61.29 13.00 45.18 72.49
11.5 10.25 62.35 14.37 46.68 73.24
12 11.27 63.42 15.73 48.19 73.99
12.5 12.29 64.48 17.09 49.69 74.74
13 13.31 65.55 18.45 51.19 75.49
13.5 14.33 66.62 19.82 52.69 76.24
14 15.35 67.68 21.18 54.19 76.99
14.5 16.37 68.75 22.54 55.70 77.74
15 17.39 69.81 23.91 57.20 78.49
15.5 18.41 70.88 25.27 58.70 79.24
16 19.44 71.95 26.63 60.20 79.99
16.5 20.46 73.01 28.00 61.70 80.74
17 21.48 74.08 29.36 63.21 81.49
17.5 22.50 75.14 30.72 64.71 82.24
18 23.52 76.21 32.09 66.21 82.99
18.5 24.54 77.28 33.45 67.71 83.74
19 25.56 78.34 34.81 69.21 84.49
19.5 26.58 79.41 36.17 70.72 85.24
20 27.61 80.48 37.54 72.22 85.99
20.5 29.33 81.08 39.32 73.08 86.31
21 31.05 81.69 41.09 73.94 86.63
21.5 32.77 82.30 42.87 74.81 86.95
22 34.49 82.90 44.65 75.67 87.27
22.5 36.21 83.51 46.43 76.53 87.58
23 37.94 84.12 48.21 77.40 87.90
23.5 39.66 84.72 49.99 78.26 88.22
24 41.38 85.33 51.76 79.12 88.54
24.5 43.10 85.94 53.54 79.99 88.86
25 44.82 86.54 55.32 80.85 89.17
25.5 46.54 87.15 57.10 81.71 89.49
26 48.27 87.75 58.88 82.58 89.81
26.5 49.99 88.36 60.66 83.44 90.13
27 51.71 88.97 62.43 84.30 90.44
27.5 53.43 89.57 64.21 85.16 90.76
28 55.15 90.18 65.99 86.03 91.08
28.5 56.87 90.79 67.77 86.89 91.40
29 58.60 91.39 69.55 87.75 91.72
29.5 60.32 92.00 71.33 88.62 92.03
30 62.04 92.61 73.10 89.48 92.35
30.5 63.00 92.76 73.85 89.77 92.54
31 63.97 92.92 74.59 90.06 92.74
31.5 64.93 93.07 75.33 90.35 92.93
32 65.89 93.23 76.07 90.63 93.12
32.5 66.85 93.39 76.81 90.92 93.31
33 67.82 93.54 77.55 91.21 93.50
33.5 68.78 93.70 78.29 91.50 93.70
34 69.74 93.85 79.03 91.79 93.89
34.5 70.71 94.01 79.77 92.07 94.08
35 71.67 94.16 80.51 92.36 94.27
35.5 72.63 94.32 81.25 92.65 94.46
36 73.60 94.47 81.99 92.94 94.66
36.5 74.56 94.63 82.74 93.23 94.85
37 75.52 94.78 83.48 93.52 95.04
37.5 76.48 94.94 84.22 93.80 95.23
38 77.45 95.10 84.96 94.09 95.42
38.5 78.41 95.25 85.70 94.38 95.62
39 79.37 95.41 86.44 94.67 95.81
39.5 80.34 95.56 87.18 94.96 96.00
40 81.30 95.72 87.92 95.25 96.19
40.5 81.74 95.85 88.23 95.39 96.23
41 82.19 95.98 88.54 95.53 96.27
41.5 82.64 96.12 88.85 95.68 96.30
42 83.08 96.25 89.16 95.82 96.34
42.5 83.53 96.39 89.47 95.97 96.38
43 83.98 96.52 89.78 96.11 96.41
43.5 84.42 96.65 90.08 96.25 96.45
44 84.87 96.79 90.39 96.40 96.49
44.5 85.32 96.92 90.70 96.54 96.52
45 85.76 97.05 91.01 96.68 96.56
45.5 86.21 97.19 91.32 96.83 96.60
46 86.65 97.32 91.63 96.97 96.64
46.5 87.10 97.45 91.94 97.12 96.67
47 87.55 97.59 92.25 97.26 96.71
47.5 87.99 97.72 92.56 97.40 96.75
48 88.44 97.85 92.87 97.55 96.78
48.5 88.89 97.99 93.18 97.69 96.82
49 89.33 98.12 93.49 97.84 96.86
49.5 89.78 98.25 93.79 97.98 96.90
50 90.23 98.39 94.10 98.12 96.93
50.5 90.43 98.42 94.24 98.17 96.99
51 90.63 98.46 94.39 98.21 97.06
51.5 90.84 98.49 94.53 98.25 97.12
52 91.04 98.53 94.67 98.30 97.18
52.5 91.24 98.56 94.81 98.34 97.25
53 91.44 98.60 94.95 98.39 97.31
53.5 91.65 98.63 95.09 98.43 97.37
54 91.85 98.67 95.23 98.48 97.43
54.5 92.05 98.70 95.37 98.52 97.50
55 92.26 98.73 95.52 98.56 97.56
55.5 92.46 98.77 95.66 98.61 97.62
56 92.66 98.80 95.80 98.65 97.68
56.5 92.87 98.84 95.94 98.70 97.75
57 93.07 98.87 96.08 98.74 97.81
57.5 93.27 98.91 96.22 98.78 97.87
58 93.48 98.94 96.36 98.83 97.93
58.5 93.68 98.98 96.50 98.87 98.00
59 93.88 99.01 96.64 98.92 98.06
59.5 94.08 99.05 96.79 98.96 98.12
60 94.29 99.08 96.93 99.00 98.18
60.5 94.38 99.09 96.98 99.02 98.27
61 94.48 99.09 97.03 99.04 98.35
61.5 94.57 99.10 97.09 99.05 98.44
62 94.67 99.11 97.14 99.07 98.52
62.5 94.77 99.11 97.20 99.09 98.60
63 94.86 99.12 97.25 99.10 98.69
63.5 94.96 99.12 97.30 99.12 98.77
64 95.05 99.13 97.36 99.14 98.86
64.5 95.15 99.13 97.41 99.15 98.94
65 95.24 99.14 97.46 99.17 99.03
65.5 95.34 99.15 97.52 99.19 99.11
66 95.44 99.15 97.57 99.20 99.19
66.5 95.53 99.16 97.62 99.22 99.28
67 95.63 99.16 97.68 99.24 99.36
67.5 95.72 99.17 97.73 99.25 99.45
68 95.82 99.17 97.79 99.27 99.53
68.5 95.91 99.18 97.84 99.29 99.62
69 96.01 99.19 97.89 99.30 99.70
69.5 96.11 99.19 97.95 99.32 99.78
70 96.20 99.20 98.00 99.34 99.87
70.5 96.28 99.22 98.05 99.35 99.88
71 96.37 99.24 98.11 99.37 99.89
71.5 96.45 99.27 98.16 99.39 99.89
72 96.53 99.29 98.21 99.41 99.90
72.5 96.62 99.31 98.27 99.43 99.91
73 96.70 99.34 98.32 99.45 99.92
73.5 96.78 99.36 98.37 99.47 99.93
74 96.87 99.38 98.43 99.49 99.94
74.5 96.95 99.41 98.48 99.50 99.95
75 97.03 99.43 98.53 99.52 99.96
75.5 97.12 99.45 98.58 99.54 99.97
76 97.20 99.47 98.64 99.56 99.97
76.5 97.28 99.50 98.69 99.58 99.98
77 97.37 99.52 98.74 99.60 99.99
77.5 97.45 99.54 98.80 99.62 100.00
78 97.53 99.57 98.85 99.64 100.01
78.5 97.62 99.59 98.90 99.66 100.02
79 97.70 99.61 98.96 99.67 100.03
79.5 97.78 99.64 99.01 99.69 100.04
80 97.87 99.66 99.06 99.71 100.04
80.5 97.89 99.66 99.06 99.71 100.04
81 97.91 99.66 99.05 99.71 100.04
81.5 97.93 99.67 99.05 99.71 100.04
82 97.96 99.67 99.05 99.72 100.03
82.5 97.98 99.67 99.04 99.72 100.03
83 98.00 99.67 99.04 99.72 100.03
83.5 98.02 99.68 99.03 99.72 100.03
84 98.05 99.68 99.03 99.72 100.02
84.5 98.07 99.68 99.03 99.72 100.02
85 98.09 99.69 99.02 99.72 100.02
85.5 98.12 99.69 99.02 99.72 100.01
86 98.14 99.69 99.01 99.72 100.01
86.5 98.16 99.69 99.01 99.72 100.01
87 98.18 99.70 99.01 99.72 100.01
87.5 98.21 99.70 99.00 99.72 100.00
88 98.23 99.70 99.00 99.73 100.00
88.5 98.25 99.70 98.99 99.73 100.00
89 98.28 99.71 98.99 99.73 100.00
89.5 98.30 99.71 98.99 99.73 99.99
90 98.32 99.71 98.98 99.73 99.99
90.5 98.34 99.71 99.01 99.74 99.99
91 98.35 99.72 99.03 99.75 99.99
91.5 98.37 99.72 99.06 99.76 99.99
92 98.38 99.72 99.09 99.77 99.99
92.5 98.40 99.73 99.11 99.79 99.99
93 98.41 99.73 99.14 99.80 99.99
93.5 98.43 99.73 99.17 99.81 100.00
94 98.44 99.74 99.19 99.82 100.00
94.5 98.46 99.74 99.22 99.83 100.00
95 98.47 99.75 99.25 99.84 100.00
95.5 98.49 99.75 99.27 99.85 100.00
96 98.50 99.75 99.30 99.86 100.00
96.5 98.52 99.76 99.33 99.88 100.00
97 98.53 99.76 99.35 99.89 100.00
97.5 98.55 99.76 99.38 99.90 100.00
98 98.56 99.77 99.41 99.91 100.00
98.5 98.58 99.77 99.43 99.92 100.00
99 98.59 99.77 99.46 99.93 100.00
99.5 98.61 99.78 99.49 99.94 100.01
100 98.63 99.78 99.51 99.96 100.01

Figure 5. Performance, All Individuals
Panel C: FRB Base Score
Percent bad
Score Any-
account
New-
account
Existing-
account
Random-
account
Modified
New-
account
0 0.56 32.11 0.74 15.84 54.84
0.5 0.81 33.51 1.14 17.18 55.49
1 1.06 34.91 1.53 18.52 56.14
1.5 1.31 36.32 1.92 19.86 56.79
2 1.55 37.72 2.32 21.21 57.44
2.5 1.80 39.12 2.71 22.55 58.09
3 2.05 40.52 3.10 23.89 58.74
3.5 2.30 41.92 3.50 25.23 59.39
4 2.55 43.32 3.89 26.58 60.04
4.5 2.79 44.73 4.28 27.92 60.69
5 3.04 46.13 4.68 29.26 61.34
5.5 3.29 47.53 5.07 30.60 61.99
6 3.54 48.93 5.46 31.94 62.64
6.5 3.79 50.33 5.86 33.29 63.29
7 4.03 51.73 6.25 34.63 63.94
7.5 4.28 53.14 6.64 35.97 64.59
8 4.53 54.54 7.04 37.31 65.24
8.5 4.78 55.94 7.43 38.66 65.89
9 5.03 57.34 7.82 40.00 66.54
9.5 5.27 58.74 8.22 41.34 67.19
10 5.52 60.14 8.61 42.68 67.84
10.5 6.46 61.21 9.93 44.12 68.64
11 7.41 62.27 11.24 45.55 69.44
11.5 8.35 63.33 12.56 46.99 70.24
12 9.29 64.40 13.87 48.43 71.05
12.5 10.24 65.46 15.18 49.86 71.85
13 11.18 66.53 16.50 51.30 72.65
13.5 12.12 67.59 17.81 52.73 73.45
14 13.06 68.65 19.13 54.17 74.25
14.5 14.01 69.72 20.44 55.60 75.05
15 14.95 70.78 21.76 57.04 75.85
15.5 15.89 71.84 23.07 58.48 76.65
16 16.84 72.91 24.39 59.91 77.45
16.5 17.78 73.97 25.70 61.35 78.25
17 18.72 75.04 27.02 62.78 79.05
17.5 19.66 76.10 28.33 64.22 79.85
18 20.61 77.16 29.65 65.65 80.65
18.5 21.55 78.23 30.96 67.09 81.45
19 22.49 79.29 32.28 68.53 82.25
19.5 23.44 80.36 33.59 69.96 83.05
20 24.38 81.42 34.91 71.40 83.85
20.5 26.28 81.96 36.82 72.35 84.43
21 28.19 82.51 38.74 73.30 85.01
21.5 30.09 83.05 40.66 74.25 85.60
22 32.00 83.59 42.58 75.20 86.18
22.5 33.90 84.14 44.50 76.15 86.76
23 35.81 84.68 46.41 77.10 87.34
23.5 37.71 85.23 48.33 78.06 87.92
24 39.62 85.77 50.25 79.01 88.50
24.5 41.52 86.31 52.17 79.96 89.08
25 43.42 86.86 54.09 80.91 89.66
25.5 45.33 87.40 56.00 81.86 90.24
26 47.23 87.94 57.92 82.81 90.82
26.5 49.14 88.49 59.84 83.76 91.40
27 51.04 89.03 61.76 84.71 91.99
27.5 52.95 89.58 63.68 85.66 92.57
28 54.85 90.12 65.59 86.61 93.15
28.5 56.76 90.66 67.51 87.57 93.73
29 58.66 91.21 69.43 88.52 94.31
29.5 60.57 91.75 71.35 89.47 94.89
30 62.47 92.29 73.27 90.42 95.47
30.5 63.37 92.42 73.95 90.60 95.34
31 64.28 92.55 74.63 90.78 95.21
31.5 65.18 92.68 75.32 90.95 95.08
32 66.09 92.81 76.00 91.13 94.95
32.5 66.99 92.94 76.68 91.31 94.82
33 67.90 93.06 77.37 91.49 94.68
33.5 68.80 93.19 78.05 91.67 94.55
34 69.71 93.32 78.73 91.84 94.42
34.5 70.61 93.45 79.42 92.02 94.29
35 71.51 93.58 80.10 92.20 94.16
35.5 72.42 93.71 80.78 92.38 94.03
36 73.32 93.83 81.47 92.56 93.90
36.5 74.23 93.96 82.15 92.73 93.77
37 75.13 94.09 82.83 92.91 93.63
37.5 76.04 94.22 83.52 93.09 93.50
38 76.94 94.35 84.20 93.27 93.37
38.5 77.84 94.47 84.88 93.45 93.24
39 78.75 94.60 85.56 93.63 93.11
39.5 79.65 94.73 86.25 93.80 92.98
40 80.56 94.86 86.93 93.98 92.85
40.5 81.08 95.01 87.33 94.19 93.06
41 81.61 95.17 87.73 94.39 93.28
41.5 82.14 95.32 88.12 94.59 93.50
42 82.67 95.47 88.52 94.80 93.71
42.5 83.19 95.63 88.92 95.00 93.93
43 83.72 95.78 89.32 95.21 94.14
43.5 84.25 95.93 89.71 95.41 94.36
44 84.78 96.09 90.11 95.61 94.58
44.5 85.30 96.24 90.51 95.82 94.79
45 85.83 96.39 90.91 96.02 95.01
45.5 86.36 96.55 91.30 96.23 95.22
46 86.89 96.70 91.70 96.43 95.44
46.5 87.41 96.85 92.10 96.63 95.66
47 87.94 97.01 92.50 96.84 95.87
47.5 88.47 97.16 92.89 97.04 96.09
48 89.00 97.31 93.29 97.25 96.31
48.5 89.52 97.47 93.69 97.45 96.52
49 90.05 97.62 94.09 97.65 96.74
49.5 90.58 97.77 94.48 97.86 96.95
50 91.11 97.93 94.88 98.06 97.17
50.5 91.31 97.98 95.00 98.11 97.26
51 91.52 98.04 95.12 98.16 97.36
51.5 91.72 98.10 95.23 98.21 97.45
52 91.93 98.15 95.35 98.26 97.54
52.5 92.13 98.21 95.47 98.31 97.64
53 92.33 98.27 95.59 98.36 97.73
53.5 92.54 98.32 95.70 98.41 97.83
54 92.74 98.38 95.82 98.45 97.92
54.5 92.95 98.44 95.94 98.50 98.01
55 93.15 98.49 96.06 98.55 98.11
55.5 93.36 98.55 96.17 98.60 98.20
56 93.56 98.61 96.29 98.65 98.29
56.5 93.77 98.66 96.41 98.70 98.39
57 93.97 98.72 96.53 98.75 98.48
57.5 94.18 98.78 96.64 98.80 98.57
58 94.38 98.83 96.76 98.85 98.67
58.5 94.59 98.89 96.88 98.90 98.76
59 94.79 98.95 97.00 98.95 98.86
59.5 95.00 99.01 97.11 98.99 98.95
60 95.20 99.06 97.23 99.04 99.04
60.5 95.30 99.09 97.30 99.07 99.06
61 95.41 99.11 97.37 99.09 99.08
61.5 95.51 99.14 97.43 99.11 99.10
62 95.61 99.17 97.50 99.14 99.11
62.5 95.72 99.19 97.57 99.16 99.13
63 95.82 99.22 97.64 99.18 99.15
63.5 95.93 99.24 97.70 99.21 99.17
64 96.03 99.27 97.77 99.23 99.18
64.5 96.13 99.30 97.84 99.25 99.20
65 96.24 99.32 97.91 99.28 99.22
65.5 96.34 99.35 97.97 99.30 99.24
66 96.44 99.37 98.04 99.33 99.25
66.5 96.55 99.40 98.11 99.35 99.27
67 96.65 99.42 98.18 99.37 99.29
67.5 96.75 99.45 98.25 99.40 99.31
68 96.86 99.48 98.31 99.42 99.32
68.5 96.96 99.50 98.38 99.44 99.34
69 97.06 99.53 98.45 99.47 99.36
69.5 97.17 99.55 98.52 99.49 99.38
70 97.27 99.58 98.58 99.51 99.39
70.5 97.32 99.58 98.60 99.52 99.43
71 97.37 99.58 98.61 99.52 99.47
71.5 97.42 99.59 98.63 99.53 99.51
72 97.46 99.59 98.64 99.53 99.55
72.5 97.51 99.59 98.66 99.54 99.59
73 97.56 99.59 98.67 99.54 99.63
73.5 97.61 99.60 98.69 99.55 99.67
74 97.66 99.60 98.70 99.55 99.71
74.5 97.71 99.60 98.72 99.55 99.76
75 97.75 99.60 98.73 99.56 99.80
75.5 97.80 99.61 98.74 99.56 99.84
76 97.85 99.61 98.76 99.57 99.88
76.5 97.90 99.61 98.77 99.57 99.92
77 97.95 99.61 98.79 99.58 99.96
77.5 97.99 99.62 98.80 99.58 100.00
78 98.04 99.62 98.82 99.59 100.04
78.5 98.09 99.62 98.83 99.59 100.08
79 98.14 99.62 98.85 99.60 100.12
79.5 98.19 99.63 98.86 99.60 100.16
80 98.24 99.63 98.88 99.61 100.20
80.5 98.23 99.64 98.89 99.61 100.19
81 98.23 99.65 98.90 99.62 100.18
81.5 98.22 99.66 98.92 99.62 100.17
82 98.22 99.67 98.93 99.63 100.16
82.5 98.21 99.68 98.94 99.64 100.15
83 98.21 99.69 98.96 99.64 100.14
83.5 98.20 99.70 98.97 99.65 100.13
84 98.20 99.71 98.98 99.66 100.12
84.5 98.20 99.72 99.00 99.66 100.12
85 98.19 99.73 99.01 99.67 100.11
85.5 98.19 99.73 99.02 99.68 100.10
86 98.18 99.74 99.04 99.68 100.09
86.5 98.18 99.75 99.05 99.69 100.08
87 98.17 99.76 99.06 99.70 100.07
87.5 98.17 99.77 99.08 99.70 100.06
88 98.16 99.78 99.09 99.71 100.05
88.5 98.16 99.79 99.10 99.72 100.04
89 98.16 99.80 99.12 99.72 100.03
89.5 98.15 99.81 99.13 99.73 100.02
90 98.15 99.82 99.14 99.74 100.01
90.5 98.15 99.81 99.13 99.73 99.79
91 98.16 99.79 99.12 99.73 99.56
91.5 98.16 99.77 99.11 99.73 99.34
92 98.17 99.76 99.10 99.73 99.11
92.5 98.18 99.74 99.09 99.72 98.89
93 98.18 99.73 99.08 99.72 98.66
93.5 98.19 99.71 99.07 99.72 98.44
94 98.19 99.70 99.05 99.72 98.21
94.5 98.20 99.68 99.04 99.72 97.99
95 98.20 99.66 99.03 99.71 97.76
95.5 98.21 99.65 99.02 99.71 97.54
96 98.21 99.63 99.01 99.71 97.31
96.5 98.22 99.62 99.00 99.71 97.09
97 98.23 99.60 98.99 99.70 96.86
97.5 98.23 99.59 98.97 99.70 96.64
98 98.24 99.57 98.96 99.70 96.41
98.5 98.24 99.55 98.95 99.70 96.19
99 98.25 99.54 98.94 99.70 95.97
99.5 98.25 99.52 98.93 99.69 95.74
100 98.26 99.51 98.92 99.69 95.52

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