Counterfactual scenario lab
Test selected household obligations across generations
Compare matched households in 1989, 2007, and 2022 using selected education-debt and paid-care assumptions, plus each year's observed car-payment profiles.
Current comparison
Monthly breathing room for households around age 35
The original breathing-room model below separately counts mortgage, vehicle and education payments. The expanded cash-flow data also covers additional consumer-debt payments, income shares, shortfall rates, consumption accounting and debt-balance breakdowns.
Median household outcome
Median monthly breathing room
Who is represented in this result?
The headline median covers the selected survey population, including zeros. The conditional median below describes only the families named in the row. A zero overall median does not mean nobody holds the asset or debt or makes a payment.
Where the money goes
Average household cash-flow decomposition
This table uses weighted cohort means. The displayed average rows reconcile exactly to the displayed subtotals. The chart and percentile panel use separate household median and distribution estimates.
Transportation calculation details
Transportation detail
What the average transportation total contains
The component rows add to the average routine-transportation total in the main decomposition and are not subtracted a second time.
What transportation includes: Fuel and motor oil; insurance, maintenance and repairs, leasing, licensing, and local transportation; and the vehicle-payment treatment defined by this tool. Vehicle purchases and out-of-town travel are excluded.
Published-table cross-check for ages 35–44: Overall transportation averaged $15,111 in 1989 versus $15,220 in 2022 after inflation. Gasoline and motor oil rose from $2,766 to $3,818. The selected household medians above can differ from that broader age-group mean. See the component table.
Official total-expenditure and housing cross-checks
Budget reconciliation
What the source totals say
The official total-expenditure row is the CEX all-category aggregate. “Cash after official total expenditures” starts with before-tax income, subtracts net federal and state income taxes, then subtracts that aggregate; Social Security and retirement deductions are already inside the CEX total and are not subtracted again. A negative modeled remainder is not an observed saving rate: spending calibration and costs combined from separate surveys can change its sign.
The housing difference compares the CEX housing aggregate with the site’s separately sourced direct-housing estimate plus its listed utilities, internet, household-operations, childcare, and furnishings rows. It measures source substitution and category alignment; it is not an additional expense.
Sampling uncertainty and model sensitivity
The 95% normal confidence intervals include CEX sampling and income-imputation variance plus approximate donor-sampling uncertainty for housing, SCF debt components, paid childcare, and the 1989 paid-video bridge. This is not complete design-based uncertainty for the cross-survey remainder: zero-heavy payment distributions can have zero quartile-based donor error despite substantial payments among some families. Separate model ranges include declared specification variants and three alternate within-region imputations for suppressed public-use states; they do not guarantee that all uncertainty has been measured.
Definitions and source notes
How to read groceries: Equal inflation-adjusted spending means equal real outlay; it does not show whether households bought the same quantity, quality, nutrition, convenience, or product mix.
How health insurance is handled: Premiums paid by the household are shown above as a paycheck-like deduction. The medical-care line contains services, prescription drugs, and medical supplies. Employer-paid premiums remain outside the household cash-flow measure.
How to read internet and paid video: These rows measure household-paid expenditure captured by CEX, not access, service availability, or subscription ownership. Expand a row for its source and estimation method.
What personal care includes: Hair products, oral-hygiene products, shaving supplies, cosmetics and bath products, personal-care appliances, and services such as haircuts. Because these are frequently purchased items, the line uses the expected monthly cost from matched CEX Diary households rather than a zero-heavy quarterly median. The published age-35-to-44 population mean was $999 in 1989 after general inflation versus $986 in 2022; the narrower household slice above can differ.
How to read apparel: This is the BLS “apparel and services” category, not a clothing-price index. The published age-35-to-44 population mean fell from $4,920 in inflation-adjusted 1989 spending to $2,632 in 2022. That measures general-purchasing-power outlay, not clothing quantity, durability, quality, or retail prices. Historical apparel and personal-care cells show the source-period cash equivalent when expanded.
What “other entertainment” includes: Fees and admissions; audio and visual equipment and services other than the separately displayed paid-TV/video amount; pets, toys, hobbies, and sports equipment; cameras; and other entertainment supplies and services. CEX also includes boat and camper down payments in this broad aggregate.
How to read a zero or tiny value: A displayed zero is a rounded expenditure estimate, not a claim that households lacked, never used, or never purchased the underlying good or service. Expand the row for the estimator and source boundary.
What the median leaves out
2022 reference cohort · Millennial · Born 1985–1989
The 25th percentile, household median, and 75th percentile show how widely outcomes vary inside this cohort.
25th percentile$-70
Household median$1,960
75th percentile$4,760
Selected assumptions, not identical loans
The same selected profile labels apply across years, but car-payment amounts come from different families and loan terms in each year's survey. Education-debt profiles use the stated 2022-dollar payment model; paid care uses the matched CEX source. Use Historical Norms when the question is what households in each year typically faced.
Return to historical norms