Data guide

The data behind the comparisons

Definitions, uncertainty, sources, and age-35 reference values for every available household-finance measure.

These reference tables compare all U.S. households around age 35 in 1989, 2007, and 2022. Use the Explorer to change age, household type, or tenure. SCF uses reference-person ages 33–37; pooled CEX interviews follow the matching birth cohorts, approximately ages 32–38 across each three-year window.

Dollar amounts are in 2022 dollars. Income and breathing room are monthly flows; asset and debt balances are stocks. A zero median can coexist with substantial borrowing or asset ownership among a minority of households. Adding category medians will not reproduce a median total, and some asset categories overlap.

Confidence intervals describe sampling and imputation uncertainty; they do not establish that a difference between years is statistically significant. Breathing Room also has separate model-sensitivity ranges in the Explorer. Check those ranges and the methodology before interpreting differences or drawing a generational ranking.

Cash-flow and debt comparisons add household-level income percentages, zero/negative breathing-room shares, broader debt payments, and a separate consumption-basis remainder. Homebuying scenarios compare entry costs rather than incumbent-owner spending.

Modeled estimate

Breathing room

Income after all personal taxes and paycheck-like deductions, minus ordinary household costs and each year's own childcare, vehicle-payment, and student-payment burdens. These reference figures use Historical Norms, not a reader-selected scenario. Mortgage, vehicle, and student-loan payments are represented; the separate cash-flow data page adds other consumer-debt payments and reports shortfall rates, income shares and consumption accounting. The “Recorded flexible spending and transfers” subtotal appears in a second cash-flow layer.

CEX income includes food-stamp benefits as resources, not unrestricted cash. The modeled remainder is not measured saving.

Breathing room · Age 35 reference comparison
Statistic198920072022
25th percentile−$480−$300−$460
Household median$1,020$1,440$1,520
75th percentile$2,740$3,890$4,290
Median 95% interval$880 to $1,170$1,300 to $1,570$1,320 to $1,720
Independent survey units2,6213,3162,421

2022 dollars per month. Metric v6.11.0 · Release bri-2026-10-03-r31.

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Sources: Consumer Expenditure Survey; TAXSIM 35; Survey of Consumer Finances; AHS and ACS housing microdata; Retroactive CPI-U-RS; Consumer Expenditure Survey LABSTAT age tables.

Modeled estimate

Income after all personal taxes

Annual consumer-unit before-tax income less net federal and state personal income taxes after refundable credits, modeled with the same NBER TAXSIM 35 input specification in every period, and less CEX household Social Security payroll taxes, divided by 12 and expressed in 2022 dollars.

CEX income includes food-stamp benefits as resources, not unrestricted cash. The modeled remainder is not measured saving.

Income after all personal taxes · Age 35 reference comparison
Statistic198920072022
25th percentile$2,780$3,540$3,820
Household median$4,680$5,560$6,210
75th percentile$6,810$8,660$9,490
Median 95% interval$4,480 to $4,880$5,380 to $5,740$5,920 to $6,490
Independent survey units2,6213,3162,421

2022 dollars per month. Metric v2.5.0 · Release cex-2026-10-03-r21.

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Sources: Consumer Expenditure Survey; TAXSIM 35; Retroactive CPI-U-RS.

Validated survey estimate

Real net worth

Total assets minus total liabilities.

Real net worth · Age 35 reference comparison
Statistic198920072022
25th percentile$10,610$11,410$12,750
Household median$65,870$71,380$109,930
75th percentile$234,710$334,140$306,300
Median 95% interval$47,020 to $84,720$34,070 to $108,690$79,410 to $140,450
Independent survey units313331305
Families with a negative balance11.8%11.2%11.5%
Median among negative-balance families−$8,280−$9,160−$24,500
Conditional median 95% interval−$13,610 to −$2,950−$13,630 to −$4,690−$53,710 to $4,710
Selected population: owners with / without a mortgage53.9% / 7%56.3% / 7.1%51.6% / 5.9%

2022 dollars. Metric v3.0.3 · Release scf-2026-10-03-r13.

SCF normal-approximation intervals can extend below zero even for nonnegative asset or debt balances. Such an endpoint reflects the approximation, not a possible negative balance. Negative net worth and home equity, by contrast, are possible.

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Sources: Survey of Consumer Finances.

Validated survey estimate

Liquid accounts

Checking, savings, money market, call, and prepaid account balances in the SCF summary extract.

Liquid accounts · Age 35 reference comparison
Statistic198920072022
25th percentile$710$600$1,600
Household median$3,460$3,150$6,000
75th percentile$11,530$11,450$27,400
Median 95% interval$2,170 to $4,750$2,270 to $4,030$4,710 to $7,290
Independent survey units313331305
Families with a positive balance87.4%90.5%98.2%
Median among positive-balance families$4,610$4,150$6,000
Conditional median 95% interval$3,860 to $5,360$3,030 to $5,270$4,670 to $7,330
Selected population: owners with / without a mortgage53.9% / 7%56.3% / 7.1%51.6% / 5.9%

2022 dollars. Metric v3.0.3 · Release scf-2026-10-03-r13.

SCF normal-approximation intervals can extend below zero even for nonnegative asset or debt balances. Such an endpoint reflects the approximation, not a possible negative balance. Negative net worth and home equity, by contrast, are possible.

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Sources: Survey of Consumer Finances.

Validated survey estimate

Housing spending share

Total observed CEX housing spending as a share of before-tax household income.

Housing spending share · Age 35 reference comparison
Statistic198920072022
25th percentile19%19%17%
Household median27%28%26%
75th percentile40%42%42%
Median 95% interval26% to 28%28% to 29%25% to 26%
Independent survey units2,6213,3162,421

Percent, using the denominator in the definition above. Metric v2.1.0 · Release cex-2026-10-03-r21.

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Sources: Consumer Expenditure Survey; Retroactive CPI-U-RS.

Validated survey estimate

Debt payment burden

SCF PIRTOTAL: reported and source-imputed monthly debt payments divided by one-twelfth of prior-calendar-year before-tax family income, using the Federal Reserve's positive income-denominator floor for very low or nonpositive income. Includes zero-payment families; it is not a literal total of every legally required bill or a share of after-tax income.

Debt payment burden · Age 35 reference comparison
Statistic198920072022
25th percentile3%4%3%
Household median14%18%13%
75th percentile24%32%22%
Median 95% interval12% to 16%16% to 20%11% to 15%
Independent survey units313331305
Families owing any debt87.8%88.2%88.5%
Median among families owing debt17.1%20.9%14.7%
Conditional median 95% interval14.9% to 19.3%19% to 22.8%12.4% to 17%
Selected population: owners with / without a mortgage53.9% / 7%56.3% / 7.1%51.6% / 5.9%

Percent, using the denominator in the definition above. Metric v3.0.3 · Release scf-2026-10-03-r13.

SCF normal-approximation intervals can extend below zero even for nonnegative asset or debt balances. Such an endpoint reflects the approximation, not a possible negative balance. Negative net worth and home equity, by contrast, are possible.

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Sources: Survey of Consumer Finances.

Validated survey estimate

Liquid net worth (selected assets)

Transaction accounts, CDs, savings bonds, directly held bonds, stocks, and non-money-market mutual funds, minus debt not secured by residential property. This is a defined liquidity proxy, not immediately spendable cash: sale taxes, early-withdrawal penalties, and redemption restrictions are not deducted. Retirement, home and business equity, insurance cash values, trusts, annuities, and miscellaneous financial assets are excluded.

Liquid net worth (selected assets) · Age 35 reference comparison
Statistic198920072022
25th percentile−$13,830−$24,830−$25,990
Household median−$460−$2,150−$1,800
75th percentile$13,140$5,010$24,750
Median 95% interval−$1,300 to $380−$4,160 to −$140−$5,670 to $2,070
Independent survey units313331305
Families with a negative balance51.6%56.2%53%
Median among negative-balance families−$13,140−$18,600−$21,500
Conditional median 95% interval−$17,230 to −$9,050−$25,380 to −$11,820−$30,240 to −$12,760
Selected population: owners with / without a mortgage53.9% / 7%56.3% / 7.1%51.6% / 5.9%

2022 dollars. Metric v2.0.3 · Release scf-2026-10-03-supplement-r7.

SCF normal-approximation intervals can extend below zero even for nonnegative asset or debt balances. Such an endpoint reflects the approximation, not a possible negative balance. Negative net worth and home equity, by contrast, are possible.

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Sources: Survey of Consumer Finances.

Validated survey estimate

Home equity

Primary-residence value minus all debt secured by that residence. Includes nonowners at zero and owners with negative equity; not a home-entry affordability measure.

Home equity · Age 35 reference comparison
Statistic198920072022
25th percentile$0$0$0
Household median$23,060$18,600$27,000
75th percentile$85,310$100,170$145,000
Median 95% interval$8,380 to $37,740$6,320 to $30,880$6,650 to $47,350
Independent survey units313331305
Families owning their primary home60.9%63.4%57.5%
Median among primary-home owners$69,170$64,400$112,000
Conditional median 95% interval$55,960 to $82,380$50,880 to $77,920$82,180 to $141,820
Selected population: owners with / without a mortgage53.9% / 7%56.3% / 7.1%51.6% / 5.9%

2022 dollars. Metric v2.0.3 · Release scf-2026-10-03-supplement-r7.

SCF normal-approximation intervals can extend below zero even for nonnegative asset or debt balances. Such an endpoint reflects the approximation, not a possible negative balance. Negative net worth and home equity, by contrast, are possible.

Explore this measure

Sources: Survey of Consumer Finances.

Validated survey estimate

Retirement accounts

SCF quasi-liquid retirement accounts (RETQLIQ), including IRAs and account-type pensions. Excludes the actuarial value of defined-benefit pensions and Social Security. Before 2001 the source assumes account-type pensions already paying benefits are negligible; later waves capture these accounts explicitly.

Retirement accounts · Age 35 reference comparison
Statistic198920072022
25th percentile$0$0$0
Household median$0$2,150$9,100
75th percentile$12,450$38,350$52,000
Median 95% interval−$120 to $120−$130 to $4,430$3,180 to $15,020
Independent survey units313331305
Families with a positive balance45%54.1%62.7%
Median among positive-balance families$16,140$28,620$39,000
Conditional median 95% interval$9,960 to $22,320$15,720 to $41,520$31,100 to $46,900
Selected population: owners with / without a mortgage53.9% / 7%56.3% / 7.1%51.6% / 5.9%

2022 dollars. Metric v2.0.3 · Release scf-2026-10-03-supplement-r7.

SCF normal-approximation intervals can extend below zero even for nonnegative asset or debt balances. Such an endpoint reflects the approximation, not a possible negative balance. Negative net worth and home equity, by contrast, are possible.

Explore this measure

Sources: Survey of Consumer Finances.

Validated survey estimate

Financial assets

The SCF total of transaction accounts, CDs, securities, retirement accounts, life-insurance cash values, managed assets, and other financial assets. This includes retirement assets and overlaps the liquid-asset measures; these medians must not be added together.

Financial assets · Age 35 reference comparison
Statistic198920072022
25th percentile$1,610$2,360$4,300
Household median$15,450$16,170$32,300
75th percentile$54,410$81,780$107,000
Median 95% interval$9,980 to $20,920$11,910 to $20,430$21,600 to $43,000
Independent survey units313331305
Families with a positive balance90.1%92.7%99.4%
Median among positive-balance families$20,750$20,750$32,900
Conditional median 95% interval$14,370 to $27,130$13,320 to $28,180$22,070 to $43,730
Selected population: owners with / without a mortgage53.9% / 7%56.3% / 7.1%51.6% / 5.9%

2022 dollars. Metric v2.0.3 · Release scf-2026-10-03-supplement-r7.

SCF normal-approximation intervals can extend below zero even for nonnegative asset or debt balances. Such an endpoint reflects the approximation, not a possible negative balance. Negative net worth and home equity, by contrast, are possible.

Explore this measure

Sources: Survey of Consumer Finances.

Validated survey estimate

Total debt

All SCF household debt, including residential mortgages and home-equity borrowing, credit cards, installment loans, other credit lines, and other debt. Business and nonresidential property debt already netted against those assets is not counted again. Includes debt-free households at zero.

Total debt · Age 35 reference comparison
Statistic198920072022
25th percentile$5,370$7,710$10,000
Household median$54,640$97,740$110,100
75th percentile$129,110$242,840$233,300
Median 95% interval$35,740 to $73,540$69,700 to $125,780$73,700 to $146,500
Independent survey units313331305
Families with a positive balance87.8%88.2%88.5%
Median among positive-balance families$71,700$144,530$145,000
Conditional median 95% interval$58,110 to $85,290$114,550 to $174,510$130,610 to $159,390
Selected population: owners with / without a mortgage53.9% / 7%56.3% / 7.1%51.6% / 5.9%

2022 dollars. Metric v2.0.3 · Release scf-2026-10-03-supplement-r7.

SCF normal-approximation intervals can extend below zero even for nonnegative asset or debt balances. Such an endpoint reflects the approximation, not a possible negative balance. Negative net worth and home equity, by contrast, are possible.

Explore this measure

Sources: Survey of Consumer Finances.

Validated survey estimate

Education debt

SCF education-purpose installment-loan balances owed by the household. Includes households without education debt at zero; a zero median does not mean nobody borrowed. This is a debt stock, not the monthly payment.

Education debt · Age 35 reference comparison
Statistic198920072022
25th percentile$0$0$0
Household median$0$0$0
75th percentile$0$0$13,000
Median 95% interval$0 to $0$0 to $0$0 to $0
Independent survey units313331305
Families with a positive balance14.1%23.4%35.6%
Median among positive-balance families$6,920$24,330$31,000
Conditional median 95% interval$3,900 to $9,940$18,340 to $30,320$20,630 to $41,370
Selected population: owners with / without a mortgage53.9% / 7%56.3% / 7.1%51.6% / 5.9%

2022 dollars. Metric v2.0.3 · Release scf-2026-10-03-supplement-r7.

SCF normal-approximation intervals can extend below zero even for nonnegative asset or debt balances. Such an endpoint reflects the approximation, not a possible negative balance. Negative net worth and home equity, by contrast, are possible.

Explore this measure

Sources: Survey of Consumer Finances.

Validated survey estimate

Vehicle debt

SCF vehicle installment-loan balances, including households without a vehicle loan at zero. This is the outstanding balance, not the vehicle price or monthly payment.

Vehicle debt · Age 35 reference comparison
Statistic198920072022
25th percentile$0$0$0
Household median$0$0$0
75th percentile$13,830$14,310$12,000
Median 95% interval−$410 to $410−$40 to $40−$310 to $310
Independent survey units313331305
Families with a positive balance45.5%43.2%45.1%
Median among positive-balance families$13,830$17,170$13,000
Conditional median 95% interval$11,530 to $16,130$14,670 to $19,670$10,540 to $15,460
Selected population: owners with / without a mortgage53.9% / 7%56.3% / 7.1%51.6% / 5.9%

2022 dollars. Metric v2.0.3 · Release scf-2026-10-03-supplement-r7.

SCF normal-approximation intervals can extend below zero even for nonnegative asset or debt balances. Such an endpoint reflects the approximation, not a possible negative balance. Negative net worth and home equity, by contrast, are possible.

Explore this measure

Sources: Survey of Consumer Finances.

Validated survey estimate

Credit-card debt

SCF credit-card balances remaining after the last payment, including zero-balance households. Store revolving accounts are asked separately from 1992 onward, a comparability limitation for 1989. This is not the full amount of monthly card purchases.

Credit-card debt · Age 35 reference comparison
Statistic198920072022
25th percentile$0$0$0
Household median$0$360$100
75th percentile$2,310$4,880$2,700
Median 95% interval−$200 to $200−$20 to $740−$90 to $290
Independent survey units313331305
Families with a positive balance49.4%53.5%51.9%
Median among positive-balance families$2,310$4,290$2,600
Conditional median 95% interval$2,000 to $2,620$3,600 to $4,980$1,800 to $3,400
Selected population: owners with / without a mortgage53.9% / 7%56.3% / 7.1%51.6% / 5.9%

2022 dollars. Metric v2.0.3 · Release scf-2026-10-03-supplement-r7.

SCF normal-approximation intervals can extend below zero even for nonnegative asset or debt balances. Such an endpoint reflects the approximation, not a possible negative balance. Negative net worth and home equity, by contrast, are possible.

Explore this measure

Sources: Survey of Consumer Finances.

Validated survey estimate

Debt to annual income

Total debt divided by annual before-tax SCF family income, among households with positive income. Zero or negative income is excluded rather than assigned an arbitrary ratio. This is a balance-to-annual-income ratio, not a monthly debt-payment share or a ratio to after-tax income.

Debt to annual income · Age 35 reference comparison
Statistic198920072022
25th percentile11.6%18.6%16.8%
Household median58%125%104.1%
75th percentile147%240.2%233.9%
Median 95% interval46.2% to 69.8%103.2% to 146.8%85.6% to 122.6%
Independent survey units313330304
Families owing any debt87.8%88.2%88.4%
Median among families owing debt70.4%156%129.4%
Conditional median 95% interval53.1% to 87.7%129.8% to 182.2%109.1% to 149.7%
Selected population: owners with / without a mortgage53.9% / 7%56.3% / 7.1%51.9% / 5.2%

Percent, using the denominator in the definition above. Metric v2.0.3 · Release scf-2026-10-03-supplement-r7.

SCF normal-approximation intervals can extend below zero even for nonnegative asset or debt balances. Such an endpoint reflects the approximation, not a possible negative balance. Negative net worth and home equity, by contrast, are possible.

Explore this measure

Sources: Survey of Consumer Finances.

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