Accessible Version
How Much Does Home Equity Extraction Matter for Spending, Accessible Data
Figure 1: Equity Extractions and Available Home Equity
Billions of Dollars
Quarter | Available Home Equity | Qtrly Equity Extraction |
---|---|---|
1994:Q1 | 4955 | 11 |
1994:Q2 | 4996 | 8 |
1994:Q3 | 5027 | 5 |
1994:Q4 | 5040 | 5 |
1995:Q1 | 5060 | 5 |
1995:Q2 | 5087 | 4 |
1995:Q3 | 5123 | 6 |
1995:Q4 | 5170 | 7 |
1996:Q1 | 5214 | 8 |
1996:Q2 | 5261 | 10 |
1996:Q3 | 5305 | 8 |
1996:Q4 | 5346 | 8 |
1997:Q1 | 5386 | 9 |
1997:Q2 | 5454 | 9 |
1997:Q3 | 5485 | 9 |
1997:Q4 | 5578 | 12 |
1998:Q1 | 5702 | 16 |
1998:Q2 | 5853 | 19 |
1998:Q3 | 6004 | 16 |
1998:Q4 | 6157 | 21 |
1999:Q1 | 6289 | 23 |
1999:Q2 | 6444 | 18 |
1999:Q3 | 6604 | 15 |
1999:Q4 | 6783 | 15 |
2000:Q1 | 7135 | 15 |
2000:Q2 | 7451 | 15 |
2000:Q3 | 7728 | 15 |
2000:Q4 | 8043 | 16 |
2001:Q1 | 8681 | 23 |
2001:Q2 | 8879 | 39 |
2001:Q3 | 9093 | 33 |
2001:Q4 | 9329 | 41 |
2002:Q1 | 9572 | 47 |
2002:Q2 | 9745 | 36 |
2002:Q3 | 9914 | 38 |
2002:Q4 | 10087 | 49 |
2003:Q1 | 10292 | 58 |
2003:Q2 | 10431 | 60 |
2003:Q3 | 10600 | 66 |
2003:Q4 | 10831 | 42 |
2004:Q1 | 11353 | 36 |
2004:Q2 | 11688 | 48 |
2004:Q3 | 12166 | 47 |
2004:Q4 | 12630 | 55 |
2005:Q1 | 13091 | 57 |
2005:Q2 | 13496 | 71 |
2005:Q3 | 13974 | 85 |
2005:Q4 | 14416 | 88 |
2006:Q1 | 14213 | 81 |
2006:Q2 | 14247 | 90 |
2006:Q3 | 14259 | 88 |
2006:Q4 | 14201 | 90 |
2007:Q1 | 13754 | 83 |
2007:Q2 | 13405 | 80 |
2007:Q3 | 13012 | 58 |
2007:Q4 | 12575 | 47 |
2008:Q1 | 11812 | 42 |
2008:Q2 | 11229 | 38 |
2008:Q3 | 10679 | 22 |
2008:Q4 | 10208 | 16 |
2009:Q1 | 9688 | 32 |
2009:Q2 | 9298 | 35 |
2009:Q3 | 9060 | 22 |
2009:Q4 | 8908 | 19 |
2010:Q1 | 8946 | 12 |
2010:Q2 | 8917 | 12 |
2010:Q3 | 8846 | 17 |
2010:Q4 | 8770 | 22 |
2011:Q1 | 8509 | 13 |
2011:Q2 | 8455 | 10 |
2011:Q3 | 8426 | 13 |
2011:Q4 | 8327 | 19 |
2012:Q1 | 8211 | 15 |
2012:Q2 | 8451 | 13 |
2012:Q3 | 8736 | 17 |
2012:Q4 | 8982 | 20 |
2013:Q1 | 9449 | 20 |
2013:Q2 | 9967 | 18 |
2013:Q3 | 10471 | 13 |
2013:Q4 | 10841 | 9 |
2014:Q1 | 11179 | 7 |
2014:Q2 | 11592 | 9 |
2014:Q3 | 11971 | 12 |
2014:Q4 | 12230 | 14 |
2015:Q1 | 12595 | 15 |
2015:Q2 | 12979 | 17 |
2015:Q3 | 13365 | 16 |
2015:Q4 | 13637 | 17 |
2016:Q1 | 13932 | 17 |
2016:Q2 | 14390 | 20 |
2016:Q3 | 14821 | 24 |
2016:Q4 | 15188 | 28 |
2017:Q1 | 15563 | 22 |
2017:Q2 | 15996 | 21 |
2017:Q3 | 16422 | 24 |
2017:Q4 | 16767 | 27 |
2018:Q1 | 17005 | 29 |
2018:Q2 | 17429 | 25 |
2018:Q3 | 17775 | 24 |
2018:Q4 | 18073 | 23 |
2019:Q1 | 18648 | |
2019:Q2 | 18689 |
Source: Freddie Mac Quarterly Refinancing Statistics and Financial Accounts of the US
The shaded bars indicate periods of business recession as defined by the National Bureau of Economic Research: March 2001 to November 2001 and December 2007 to June 2009.
Figure 2: Homeownership, Extraction and Percent of Equity Extracted, by Age
Top-left panel: Percent Owning Homes
Age of Head | Pre−recession | Post−recession |
---|---|---|
23 | 18 | 1 |
28 | 41 | 1 |
32 | 57 | 1 |
36 | 63 | 1 |
40 | 67 | 1 |
44 | 70 | 1 |
47 | 72 | 1 |
50 | 78 | 1 |
55 | 81 | 1 |
64 | 84 | 1 |
23 | 12 | 1 |
28 | 27 | 1 |
31 | 42 | 1 |
35 | 52 | 1 |
39 | 60 | 1 |
44 | 66 | 1 |
49 | 67 | 1 |
54 | 71 | 1 |
59 | 77 | 1 |
66 | 83 | 1 |
Source: Panel Study of Income Dynamics
Top-right Panel: Percent of Owners Extracting
Age of Head | Pre−recession | Post−recession |
---|---|---|
27 | 12 | 1 |
33 | 14 | 1 |
37 | 16 | 1 |
41 | 18 | 1 |
44 | 17 | 1 |
47 | 17 | 1 |
50 | 15 | 1 |
53 | 16 | 1 |
58 | 12 | 1 |
65 | 9 | 1 |
28 | 5 | 0 |
34 | 6 | 1 |
38 | 8 | 1 |
42 | 9 | 1 |
47 | 9 | 1 |
51 | 7 | 1 |
55 | 6 | 1 |
59 | 6 | 0 |
63 | 5 | 0 |
67 | 5 | 1 |
Bottom-left Panel: Dollars Extracted
Age of Head | Pre−recession | Post−recession |
---|---|---|
28 | 30048 | 2952 |
34 | 41662 | 3529 |
38 | 42418 | 2989 |
41 | 43576 | 3672 |
44 | 42222 | 3528 |
47 | 41461 | 3607 |
49 | 44122 | 3485 |
52 | 34541 | 2318 |
56 | 43601 | 3560 |
63 | 46945 | 3880 |
29 | 47453 | 7109 |
35 | 34275 | 4812 |
39 | 48782 | 5542 |
42 | 34562 | 3792 |
45 | 60727 | 8062 |
48 | 65749 | 9755 |
52 | 51025 | 6372 |
57 | 54368 | 6588 |
61 | 53135 | 7266 |
66 | 37507 | 4778 |
Figure 3: Extraction by Available Equity and Distribution of Home Equity Gains
Left Panel: Percent of Owners Extracting
Available Equity (Before Extraction) | Pre−recession | Post−recession |
---|---|---|
8 | 2 | 0 |
15398 | 5 | 1 |
28309 | 8 | 1 |
42324 | 11 | 1 |
58605 | 11 | 1 |
77864 | 11 | 1 |
103871 | 12 | 1 |
140263 | 11 | 1 |
201411 | 12 | 1 |
456759 | 12 | 1 |
-19657 | 2 | 0 |
9502 | 1 | 0 |
21231 | 2 | 0 |
34876 | 5 | 0 |
50507 | 4 | 0 |
68624 | 3 | 0 |
93930 | 5 | 1 |
129432 | 5 | 1 |
189408 | 6 | 1 |
466288 | 6 | 1 |
Billions of 2012 Dollars
Right Panel: Distribution of Home Equity Gains
Quarter | Category | Home Equity |
---|---|---|
1990:Q1 | Top1 | 920.4636262 |
1990:Q1 | Next9 | 2733.751424 |
1990:Q1 | Next40 | 3650.380026 |
1990:Q1 | Bottom50 | 338.6775852 |
1990:Q2 | Top1 | 948.9793646 |
1990:Q2 | Next9 | 2746.65133 |
1990:Q2 | Next40 | 3503.404061 |
1990:Q2 | Bottom50 | 340.9441473 |
1990:Q3 | Top1 | 944.5505221 |
1990:Q3 | Next9 | 2654.403706 |
1990:Q3 | Next40 | 3502.785585 |
1990:Q3 | Bottom50 | 340.4286724 |
1990:Q4 | Top1 | 964.7384571 |
1990:Q4 | Next9 | 2562.879813 |
1990:Q4 | Next40 | 3399.881704 |
1990:Q4 | Bottom50 | 328.2190493 |
1991:Q1 | Top1 | 968.9552929 |
1991:Q1 | Next9 | 2614.816033 |
1991:Q1 | Next40 | 3195.306783 |
1991:Q1 | Bottom50 | 441.4439876 |
1991:Q2 | Top1 | 978.9320358 |
1991:Q2 | Next9 | 2581.749139 |
1991:Q2 | Next40 | 3118.463984 |
1991:Q2 | Bottom50 | 467.2476004 |
1991:Q3 | Top1 | 1009.724302 |
1991:Q3 | Next9 | 2449.851008 |
1991:Q3 | Next40 | 3234.356392 |
1991:Q3 | Bottom50 | 417.3693214 |
1991:Q4 | Top1 | 998.7128379 |
1991:Q4 | Next9 | 2441.357518 |
1991:Q4 | Next40 | 3141.367597 |
1991:Q4 | Bottom50 | 497.0189648 |
1992:Q1 | Top1 | 1060.191622 |
1992:Q1 | Next9 | 2409.760397 |
1992:Q1 | Next40 | 3180.633464 |
1992:Q1 | Bottom50 | 468.0332959 |
1992:Q2 | Top1 | 1129.534859 |
1992:Q2 | Next9 | 2325.945182 |
1992:Q2 | Next40 | 3198.296458 |
1992:Q2 | Bottom50 | 417.7846989 |
1992:Q3 | Top1 | 1141.392369 |
1992:Q3 | Next9 | 2242.358879 |
1992:Q3 | Next40 | 3221.507954 |
1992:Q3 | Bottom50 | 467.3156214 |
1992:Q4 | Top1 | 1125.673466 |
1992:Q4 | Next9 | 2212.707858 |
1992:Q4 | Next40 | 3318.465277 |
1992:Q4 | Bottom50 | 416.8686943 |
1993:Q1 | Top1 | 1133.564505 |
1993:Q1 | Next9 | 2305.280188 |
1993:Q1 | Next40 | 3157.818524 |
1993:Q1 | Bottom50 | 431.0686293 |
1993:Q2 | Top1 | 1103.089565 |
1993:Q2 | Next9 | 2281.921222 |
1993:Q2 | Next40 | 3224.096473 |
1993:Q2 | Bottom50 | 424.3151133 |
1993:Q3 | Top1 | 1079.400492 |
1993:Q3 | Next9 | 2255.055269 |
1993:Q3 | Next40 | 3291.606893 |
1993:Q3 | Bottom50 | 432.0669016 |
1993:Q4 | Top1 | 1068.854025 |
1993:Q4 | Next9 | 2266.979421 |
1993:Q4 | Next40 | 3308.823021 |
1993:Q4 | Bottom50 | 442.3950394 |
1994:Q1 | Top1 | 1069.052174 |
1994:Q1 | Next9 | 2362.36048 |
1994:Q1 | Next40 | 3171.172589 |
1994:Q1 | Bottom50 | 505.3789872 |
1994:Q2 | Top1 | 1073.822749 |
1994:Q2 | Next9 | 2352.266048 |
1994:Q2 | Next40 | 3223.541217 |
1994:Q2 | Bottom50 | 477.3637756 |
1994:Q3 | Top1 | 1072.113964 |
1994:Q3 | Next9 | 2277.311166 |
1994:Q3 | Next40 | 3350.327451 |
1994:Q3 | Bottom50 | 420.2113444 |
1994:Q4 | Top1 | 1100.305007 |
1994:Q4 | Next9 | 2208.426465 |
1994:Q4 | Next40 | 3473.2139 |
1994:Q4 | Bottom50 | 323.9738324 |
1995:Q1 | Top1 | 1082.550439 |
1995:Q1 | Next9 | 2217.784886 |
1995:Q1 | Next40 | 3462.902321 |
1995:Q1 | Bottom50 | 336.2011393 |
1995:Q2 | Top1 | 989.3097932 |
1995:Q2 | Next9 | 2210.523746 |
1995:Q2 | Next40 | 3478.251327 |
1995:Q2 | Bottom50 | 417.5067188 |
1995:Q3 | Top1 | 918.7992312 |
1995:Q3 | Next9 | 2224.637292 |
1995:Q3 | Next40 | 3517.690152 |
1995:Q3 | Bottom50 | 456.4703975 |
1995:Q4 | Top1 | 937.0093225 |
1995:Q4 | Next9 | 2258.96152 |
1995:Q4 | Next40 | 3403.027746 |
1995:Q4 | Bottom50 | 551.4149769 |
1996:Q1 | Top1 | 945.1856946 |
1996:Q1 | Next9 | 2326.061898 |
1996:Q1 | Next40 | 3254.136176 |
1996:Q1 | Bottom50 | 646.9518569 |
1996:Q2 | Top1 | 997.0395336 |
1996:Q2 | Next9 | 2262.268628 |
1996:Q2 | Next40 | 3331.360903 |
1996:Q2 | Bottom50 | 597.8110767 |
1996:Q3 | Top1 | 1036.51268 |
1996:Q3 | Next9 | 2238.037878 |
1996:Q3 | Next40 | 3374.983673 |
1996:Q3 | Bottom50 | 568.8198425 |
1996:Q4 | Top1 | 1054.863557 |
1996:Q4 | Next9 | 2311.673529 |
1996:Q4 | Next40 | 3242.87381 |
1996:Q4 | Bottom50 | 614.7352679 |
1997:Q1 | Top1 | 1061.266582 |
1997:Q1 | Next9 | 2355.399187 |
1997:Q1 | Next40 | 3181.024137 |
1997:Q1 | Bottom50 | 648.2132766 |
1997:Q2 | Top1 | 1077.934302 |
1997:Q2 | Next9 | 2355.363094 |
1997:Q2 | Next40 | 3246.815516 |
1997:Q2 | Bottom50 | 640.2282396 |
1997:Q3 | Top1 | 1058.979507 |
1997:Q3 | Next9 | 2373.688578 |
1997:Q3 | Next40 | 3256.836526 |
1997:Q3 | Bottom50 | 652.1275884 |
1997:Q4 | Top1 | 1070.602233 |
1997:Q4 | Next9 | 2483.608504 |
1997:Q4 | Next40 | 3201.687053 |
1997:Q4 | Bottom50 | 687.1658587 |
1998:Q1 | Top1 | 1081.148514 |
1998:Q1 | Next9 | 2532.472748 |
1998:Q1 | Next40 | 3312.77402 |
1998:Q1 | Bottom50 | 681.5447838 |
1998:Q2 | Top1 | 1144.640915 |
1998:Q2 | Next9 | 2579.873742 |
1998:Q2 | Next40 | 3450.342948 |
1998:Q2 | Bottom50 | 619.7764292 |
1998:Q3 | Top1 | 1156.649701 |
1998:Q3 | Next9 | 2538.144722 |
1998:Q3 | Next40 | 3722.696614 |
1998:Q3 | Bottom50 | 554.7391015 |
1998:Q4 | Top1 | 1218.767132 |
1998:Q4 | Next9 | 2685.4029 |
1998:Q4 | Next40 | 3625.122161 |
1998:Q4 | Bottom50 | 624.3951533 |
1999:Q1 | Top1 | 1248.534811 |
1999:Q1 | Next9 | 2729.226285 |
1999:Q1 | Next40 | 3650.575421 |
1999:Q1 | Bottom50 | 678.6275304 |
1999:Q2 | Top1 | 1285.155443 |
1999:Q2 | Next9 | 2837.252824 |
1999:Q2 | Next40 | 3599.496891 |
1999:Q2 | Bottom50 | 742.3075575 |
1999:Q3 | Top1 | 1316.741437 |
1999:Q3 | Next9 | 2859.790846 |
1999:Q3 | Next40 | 3710.651068 |
1999:Q3 | Bottom50 | 742.1652322 |
1999:Q4 | Top1 | 1381.174036 |
1999:Q4 | Next9 | 2910.669115 |
1999:Q4 | Next40 | 3817.973388 |
1999:Q4 | Bottom50 | 701.1998424 |
2000:Q1 | Top1 | 1450.288784 |
2000:Q1 | Next9 | 2973.977232 |
2000:Q1 | Next40 | 4089.85155 |
2000:Q1 | Bottom50 | 677.220631 |
2000:Q2 | Top1 | 1541.169555 |
2000:Q2 | Next9 | 3070.491369 |
2000:Q2 | Next40 | 4293.078771 |
2000:Q2 | Bottom50 | 651.8002035 |
2000:Q3 | Top1 | 1582.294309 |
2000:Q3 | Next9 | 3113.277675 |
2000:Q3 | Next40 | 4510.789625 |
2000:Q3 | Bottom50 | 643.5332356 |
2000:Q4 | Top1 | 1662.845952 |
2000:Q4 | Next9 | 3280.873045 |
2000:Q4 | Next40 | 4565.87765 |
2000:Q4 | Bottom50 | 686.1023552 |
2001:Q1 | Top1 | 1821.675172 |
2001:Q1 | Next9 | 3488.118841 |
2001:Q1 | Next40 | 4936.172713 |
2001:Q1 | Bottom50 | 684.7793241 |
2001:Q2 | Top1 | 1841.02638 |
2001:Q2 | Next9 | 3609.639702 |
2001:Q2 | Next40 | 4937.542453 |
2001:Q2 | Bottom50 | 738.7116987 |
2001:Q3 | Top1 | 1882.170695 |
2001:Q3 | Next9 | 3646.535464 |
2001:Q3 | Next40 | 5193.327684 |
2001:Q3 | Bottom50 | 666.4071274 |
2001:Q4 | Top1 | 1980.025785 |
2001:Q4 | Next9 | 3821.080301 |
2001:Q4 | Next40 | 5077.237832 |
2001:Q4 | Bottom50 | 798.8889075 |
2002:Q1 | Top1 | 2094.405367 |
2002:Q1 | Next9 | 3900.508489 |
2002:Q1 | Next40 | 5220.749366 |
2002:Q1 | Bottom50 | 743.4564786 |
2002:Q2 | Top1 | 2149.918992 |
2002:Q2 | Next9 | 3982.089836 |
2002:Q2 | Next40 | 5215.179457 |
2002:Q2 | Bottom50 | 736.3373727 |
2002:Q3 | Top1 | 2166.262915 |
2002:Q3 | Next9 | 4050.631745 |
2002:Q3 | Next40 | 5217.090024 |
2002:Q3 | Bottom50 | 798.9220025 |
2002:Q4 | Top1 | 2232.836456 |
2002:Q4 | Next9 | 4085.461334 |
2002:Q4 | Next40 | 5298.791037 |
2002:Q4 | Bottom50 | 772.4079767 |
2003:Q1 | Top1 | 2325.564066 |
2003:Q1 | Next9 | 4191.733541 |
2003:Q1 | Next40 | 5273.150474 |
2003:Q1 | Bottom50 | 762.0374662 |
2003:Q2 | Top1 | 2435.944498 |
2003:Q2 | Next9 | 4247.747169 |
2003:Q2 | Next40 | 5372.441739 |
2003:Q2 | Bottom50 | 662.4480788 |
2003:Q3 | Top1 | 2509.950518 |
2003:Q3 | Next9 | 4213.540686 |
2003:Q3 | Next40 | 5594.158706 |
2003:Q3 | Bottom50 | 527.2045725 |
2003:Q4 | Top1 | 2478.965907 |
2003:Q4 | Next9 | 4386.304438 |
2003:Q4 | Next40 | 5505.146743 |
2003:Q4 | Bottom50 | 694.1745309 |
2004:Q1 | Top1 | 2679.780752 |
2004:Q1 | Next9 | 4477.898918 |
2004:Q1 | Next40 | 5846.339216 |
2004:Q1 | Bottom50 | 577.7230565 |
2004:Q2 | Top1 | 2753.014634 |
2004:Q2 | Next9 | 4494.6781 |
2004:Q2 | Next40 | 6151.293344 |
2004:Q2 | Bottom50 | 488.7129928 |
2004:Q3 | Top1 | 2768.892926 |
2004:Q3 | Next9 | 4785.827498 |
2004:Q3 | Next40 | 6167.03644 |
2004:Q3 | Bottom50 | 661.7144614 |
2004:Q4 | Top1 | 2878.932582 |
2004:Q4 | Next9 | 4862.538781 |
2004:Q4 | Next40 | 6534.707689 |
2004:Q4 | Bottom50 | 528.6297601 |
2005:Q1 | Top1 | 2953.977505 |
2005:Q1 | Next9 | 5102.009441 |
2005:Q1 | Next40 | 6592.014686 |
2005:Q1 | Bottom50 | 610.2511801 |
2005:Q2 | Top1 | 2966.783815 |
2005:Q2 | Next9 | 5367.461602 |
2005:Q2 | Next40 | 6617.985101 |
2005:Q2 | Bottom50 | 683.9853089 |
2005:Q3 | Top1 | 2998.060345 |
2005:Q3 | Next9 | 5506.575569 |
2005:Q3 | Next40 | 6841.540948 |
2005:Q3 | Bottom50 | 672.824193 |
2005:Q4 | Top1 | 3073.77066 |
2005:Q4 | Next9 | 5585.855334 |
2005:Q4 | Next40 | 7163.447954 |
2005:Q4 | Bottom50 | 574.4622525 |
2006:Q1 | Top1 | 2969.00349 |
2006:Q1 | Next9 | 5640.723192 |
2006:Q1 | Next40 | 6894.501934 |
2006:Q1 | Bottom50 | 581.4663775 |
2006:Q2 | Top1 | 2991.023746 |
2006:Q2 | Next9 | 5605.983421 |
2006:Q2 | Next40 | 6949.017421 |
2006:Q2 | Bottom50 | 450.010666 |
2006:Q3 | Top1 | 2992.599542 |
2006:Q3 | Next9 | 5557.09949 |
2006:Q3 | Next40 | 6989.439754 |
2006:Q3 | Bottom50 | 355.9175423 |
2006:Q4 | Top1 | 2946.853111 |
2006:Q4 | Next9 | 5617.634492 |
2006:Q4 | Next40 | 6896.083044 |
2006:Q4 | Bottom50 | 396.075972 |
2007:Q1 | Top1 | 2804.663407 |
2007:Q1 | Next9 | 5527.603256 |
2007:Q1 | Next40 | 6509.074619 |
2007:Q1 | Bottom50 | 372.975245 |
2007:Q2 | Top1 | 2730.077025 |
2007:Q2 | Next9 | 5425.523558 |
2007:Q2 | Next40 | 6237.808411 |
2007:Q2 | Bottom50 | 314.2792355 |
2007:Q3 | Top1 | 2723.223547 |
2007:Q3 | Next9 | 5251.995577 |
2007:Q3 | Next40 | 6068.146408 |
2007:Q3 | Bottom50 | 154.1559074 |
2007:Q4 | Top1 | 2612.926647 |
2007:Q4 | Next9 | 5169.709248 |
2007:Q4 | Next40 | 5686.502869 |
2007:Q4 | Bottom50 | 118.0015775 |
2008:Q1 | Top1 | 2399.946426 |
2008:Q1 | Next9 | 4974.455957 |
2008:Q1 | Next40 | 5174.137728 |
2008:Q1 | Bottom50 | 107.3010533 |
2008:Q2 | Top1 | 2370.314671 |
2008:Q2 | Next9 | 4589.41446 |
2008:Q2 | Next40 | 5173.915303 |
2008:Q2 | Bottom50 | -224.364454 |
2008:Q3 | Top1 | 2373.63784 |
2008:Q3 | Next9 | 4379.915394 |
2008:Q3 | Next40 | 4819.926451 |
2008:Q3 | Bottom50 | -362.9116573 |
2008:Q4 | Top1 | 2281.391359 |
2008:Q4 | Next9 | 4426.290811 |
2008:Q4 | Next40 | 4427.2446 |
2008:Q4 | Bottom50 | -255.7719291 |
2009:Q1 | Top1 | 2051.389107 |
2009:Q1 | Next9 | 4497.988707 |
2009:Q1 | Next40 | 3832.219641 |
2009:Q1 | Bottom50 | 5.242655993 |
2009:Q2 | Top1 | 2093.246003 |
2009:Q2 | Next9 | 4229.139954 |
2009:Q2 | Next40 | 3882.134141 |
2009:Q2 | Bottom50 | -279.635546 |
2009:Q3 | Top1 | 2158.547806 |
2009:Q3 | Next9 | 4041.016536 |
2009:Q3 | Next40 | 3861.991732 |
2009:Q3 | Bottom50 | -457.8323087 |
2009:Q4 | Top1 | 2141.383336 |
2009:Q4 | Next9 | 3983.714399 |
2009:Q4 | Next40 | 3740.87669 |
2009:Q4 | Bottom50 | -495.9836471 |
2010:Q1 | Top1 | 2203.317784 |
2010:Q1 | Next9 | 3919.389905 |
2010:Q1 | Next40 | 3839.021961 |
2010:Q1 | Bottom50 | -583.3366529 |
2010:Q2 | Top1 | 2255.59042 |
2010:Q2 | Next9 | 3850.573108 |
2010:Q2 | Next40 | 3934.295377 |
2010:Q2 | Bottom50 | -703.6473676 |
2010:Q3 | Top1 | 2151.858975 |
2010:Q3 | Next9 | 3877.278381 |
2010:Q3 | Next40 | 3787.665019 |
2010:Q3 | Bottom50 | -570.2135443 |
2010:Q4 | Top1 | 2103.241547 |
2010:Q4 | Next9 | 3862.673376 |
2010:Q4 | Next40 | 3589.379777 |
2010:Q4 | Bottom50 | -443.151712 |
2011:Q1 | Top1 | 2167.449893 |
2011:Q1 | Next9 | 3630.745278 |
2011:Q1 | Next40 | 3610.30679 |
2011:Q1 | Bottom50 | -644.4066412 |
2011:Q2 | Top1 | 2237.522905 |
2011:Q2 | Next9 | 3551.27472 |
2011:Q2 | Next40 | 3547.312362 |
2011:Q2 | Bottom50 | -712.3759532 |
2011:Q3 | Top1 | 2148.756978 |
2011:Q3 | Next9 | 3510.153263 |
2011:Q3 | Next40 | 3487.349528 |
2011:Q3 | Bottom50 | -593.3761884 |
2011:Q4 | Top1 | 2072.24339 |
2011:Q4 | Next9 | 3533.642077 |
2011:Q4 | Next40 | 3260.725003 |
2011:Q4 | Bottom50 | -443.5403166 |
2012:Q1 | Top1 | 2093.011691 |
2012:Q1 | Next9 | 3452.331278 |
2012:Q1 | Next40 | 3199.631965 |
2012:Q1 | Bottom50 | -496.144843 |
2012:Q2 | Top1 | 2192.994999 |
2012:Q2 | Next9 | 3434.462748 |
2012:Q2 | Next40 | 3379.781445 |
2012:Q2 | Bottom50 | -537.0000902 |
2012:Q3 | Top1 | 2196.58012 |
2012:Q3 | Next9 | 3541.845056 |
2012:Q3 | Next40 | 3362.325358 |
2012:Q3 | Bottom50 | -369.8117167 |
2012:Q4 | Top1 | 2228.988114 |
2012:Q4 | Next9 | 3524.734656 |
2012:Q4 | Next40 | 3559.361584 |
2012:Q4 | Bottom50 | -386.7804897 |
2013:Q1 | Top1 | 2335.986611 |
2013:Q1 | Next9 | 3750.607039 |
2013:Q1 | Next40 | 3435.733101 |
2013:Q1 | Bottom50 | -164.8293755 |
2013:Q2 | Top1 | 2420.221195 |
2013:Q2 | Next9 | 3866.567494 |
2013:Q2 | Next40 | 3668.862891 |
2013:Q2 | Bottom50 | -92.29810144 |
2013:Q3 | Top1 | 2501.510518 |
2013:Q3 | Next9 | 3925.287207 |
2013:Q3 | Next40 | 3963.680237 |
2013:Q3 | Bottom50 | -70.16415956 |
2013:Q4 | Top1 | 2575.740494 |
2013:Q4 | Next9 | 4023.409492 |
2013:Q4 | Next40 | 4085.600101 |
2013:Q4 | Bottom50 | -42.97100194 |
2014:Q1 | Top1 | 2633.840382 |
2014:Q1 | Next9 | 4122.811337 |
2014:Q1 | Next40 | 4182.462362 |
2014:Q1 | Bottom50 | -16.96806276 |
2014:Q2 | Top1 | 2647.904971 |
2014:Q2 | Next9 | 4243.549295 |
2014:Q2 | Next40 | 4318.892525 |
2014:Q2 | Bottom50 | 62.12841121 |
2014:Q3 | Top1 | 2696.360669 |
2014:Q3 | Next9 | 4366.427903 |
2014:Q3 | Next40 | 4445.755246 |
2014:Q3 | Bottom50 | 100.8462359 |
2014:Q4 | Top1 | 2753.709997 |
2014:Q4 | Next9 | 4481.950054 |
2014:Q4 | Next40 | 4513.936034 |
2014:Q4 | Bottom50 | 126.127272 |
2015:Q1 | Top1 | 2825.421778 |
2015:Q1 | Next9 | 4645.05666 |
2015:Q1 | Next40 | 4615.876421 |
2015:Q1 | Bottom50 | 196.835443 |
2015:Q2 | Top1 | 2849.83988 |
2015:Q2 | Next9 | 4778.094674 |
2015:Q2 | Next40 | 4707.031675 |
2015:Q2 | Bottom50 | 260.7716792 |
2015:Q3 | Top1 | 2885.90234 |
2015:Q3 | Next9 | 4851.501534 |
2015:Q3 | Next40 | 4921.435666 |
2015:Q3 | Bottom50 | 274.4248683 |
2015:Q4 | Top1 | 2951.182207 |
2015:Q4 | Next9 | 4910.83129 |
2015:Q4 | Next40 | 5114.858602 |
2015:Q4 | Bottom50 | 231.1702609 |
2016:Q1 | Top1 | 2992.757752 |
2016:Q1 | Next9 | 5040.139403 |
2016:Q1 | Next40 | 5161.363063 |
2016:Q1 | Bottom50 | 292.8322952 |
2016:Q2 | Top1 | 3020.256953 |
2016:Q2 | Next9 | 5239.617939 |
2016:Q2 | Next40 | 5188.576653 |
2016:Q2 | Bottom50 | 400.3416418 |
2016:Q3 | Top1 | 3040.596489 |
2016:Q3 | Next9 | 5303.614966 |
2016:Q3 | Next40 | 5443.8559 |
2016:Q3 | Bottom50 | 413.0673541 |
2016:Q4 | Top1 | 3115.432393 |
2016:Q4 | Next9 | 5316.244323 |
2016:Q4 | Next40 | 5689.578483 |
2016:Q4 | Bottom50 | 364.6347746 |
2017:Q1 | Top1 | 3198.431968 |
2017:Q1 | Next9 | 5343.794789 |
2017:Q1 | Next40 | 5918.256371 |
2017:Q1 | Bottom50 | 303.0534858 |
2017:Q2 | Top1 | 3170.226274 |
2017:Q2 | Next9 | 5482.461032 |
2017:Q2 | Next40 | 6040.899537 |
2017:Q2 | Bottom50 | 443.7866574 |
2017:Q3 | Top1 | 3203.377889 |
2017:Q3 | Next9 | 5549.237026 |
2017:Q3 | Next40 | 6264.925901 |
2017:Q3 | Bottom50 | 460.0214398 |
2017:Q4 | Top1 | 3256.564511 |
2017:Q4 | Next9 | 5537.968576 |
2017:Q4 | Next40 | 6507.544995 |
2017:Q4 | Bottom50 | 396.1698819 |
2018:Q1 | Top1 | 3219.382002 |
2018:Q1 | Next9 | 5569.476198 |
2018:Q1 | Next40 | 6584.971185 |
2018:Q1 | Bottom50 | 448.8691843 |
2018:Q2 | Top1 | 3186.279957 |
2018:Q2 | Next9 | 5681.249768 |
2018:Q2 | Next40 | 6700.405601 |
2018:Q2 | Bottom50 | 561.0410416 |
2018:Q3 | Top1 | 3198.547222 |
2018:Q3 | Next9 | 5749.758793 |
2018:Q3 | Next40 | 6848.841006 |
2018:Q3 | Bottom50 | 589.9320192 |
2018:Q4 | Top1 | 3259.964881 |
2018:Q4 | Next9 | 5741.947376 |
2018:Q4 | Next40 | 7073.606259 |
2018:Q4 | Bottom50 | 530.0040452 |
2019:Q1 | Top1 | 3388.947092 |
2019:Q1 | Next9 | 5902.542572 |
2019:Q1 | Next40 | 7305.127391 |
2019:Q1 | Bottom50 | 521.0529701 |
2019:Q2 | Top1 | 3253.338285 |
2019:Q2 | Next9 | 5970.898175 |
2019:Q2 | Next40 | 7125.270951 |
2019:Q2 | Bottom50 | 696.3803427 |
2019:Q3 | Top1 | 3175.740642 |
2019:Q3 | Next9 | 5924.364582 |
2019:Q3 | Next40 | 7150.317181 |
2019:Q3 | Bottom50 | 735.762413 |
Source: Panel Study of Income Dynamics, Distributional Financial Accounts
The shaded bars indicate periods of business recession as defined by the National Bureau of Economic Research: July 1990 to March 1991, March 2001 to November 2001 and December 2007 to June 2009
Figure 4. Fraction Extracting by LTV and Credit Score
Figure shows blue dot and whiskers for pre-recession and red dot and whiskers for post-recession. The left panel shows the percent of owners extracting (y-axis) by LTV (x-axis). In the pre-recession period, percent of owners extracting exhibits a hump-shape, starting at 5 percent extractions for very low LTVs and peaking around 20 percent extractions for LTVs near 0.5 before falling to zero for LTVs approaching 1. In the post-recession dot and whiskers, a similar shape emerges, but the peak is lower, at extraction rates of only 7 percent. The right panel shows percent of owners extracting (y-axis) against credit risk scores (x-axis). Pre-recession, the percent of extractions rises from 5 percent at very low risk scores to just over 15 percent for risk scores near 700 before declining for higher risk scores. Post-recession, the figure is relatively flat for much of the range, with extractions near 5 percent, showing a peak at higher risk scores (just below 800).
Figure 5: Mortgage Refinancing by Credit Score
Percent of Households
Credit score | Accepted | Denied | Discouraged |
---|---|---|---|
< 620 | 4 | 6 | 22 |
620-679 | 8 | 5 | 10 |
680-719 | 9 | 2 | 6 |
720-760 | 10 | 1 | 3 |
> 760 | 9 | 1 | 1 |
Source: Survey of Consumer Expectations
Figure 6. Counterfactual Equity Extractions
The blue solid line shows actual extraction rates, which rise to a peak of 17 percent in 2001 before declining to 5 percent by 2010 and remaining relatively flat thereafter. The red dashed line denotes predicted extractions, which track actual extractions through 2010 (the estimation window, denoted by a red vertical bar). After this, predicted extractions rise to 10 percent before remaining near 7 percent during the recovery.
The shaded bars indicate periods of business recession as defined by the National Bureau of Economic Research: March 2001 to November 2001 and December 2007 to June 2009.
Figure 7: Spending Response Following Equity Extractions
Panel 1: Total Spending and Saving
Total Response | Standard Error | p-value | |
---|---|---|---|
Total Spending | 10697.66 | 1667.85 | 1.54E-10 |
Home improvements | 4388.77 | 808.70 | 5.94E-08 |
Housing costs | 2749.94 | 477.03 | 8.61E-09 |
Household repairs | 943.99 | 267.29 | 4.16E-04 |
Savings and Debts | |||
Savings | 5117.37 | 3180.89 | 1.08E-01 |
Cash/Liquid asset holdings | 1799.71 | 1127.07 | 1.10E-01 |
Value of vehicles owned | 846.29 | 413.07 | 4.05E-02 |
Non-mortgage debts | -1643.76 | 1129.65 | 1.46E-01 |
Panel 2: Components of Spending ex Housing
Total Response | Standard Error | p-value | |
---|---|---|---|
Total Spending ex Housing | 1896.22 | 552.05 | 0.000597 |
Furniture | 459.59 | 155.72 | 0.003175 |
Transportation | 335.05 | 293.64 | 0.253905 |
Education | 280.49 | 186.77 | 0.1332 |
Health | 221.95 | 103.25 | 0.031629 |
Clothing | 146.55 | 88.60 | 0.098166 |
Food | 127.23 | 79.48 | 0.10948 |
Recreation | 124.54 | 113.38 | 0.272034 |
Trips | 76.82 | 76.20 | 0.313428 |
Childcare | -63.10 | 45.42 | 0.164734 |
Source: Panel Study of Income Dynamics and authors' calculations