Analyzing differential cost trends across housing, healthcare, education, and food from 1980 to 2024
Originally published October 2025 · Updated July 13, 2026 · Data through 2024
Standard economic indicators show unemployment is low, wages are rising, and inflation has moderated. Yet surveys consistently show Americans report significant financial stress around housing costs, healthcare expenses, and education debt.
This analysis examines spending patterns across four major categories from 1980-2024. The data reveals a bifurcation in the American economy: consumption goods have remained affordable relative to wages, while investment goods—those that enable wealth building and economic mobility—have become significantly less affordable.
The charts below trace these trends through 2024.
The median home price-to-income ratio has risen roughly 40% above its historical norm; adjusting for homes about 35% larger, the size-adjusted decline in affordability is modest
As of 2024, the median home price to median household income ratio stood at 4.91x. Its documented historical norm is roughly 3.5x—the level recorded in the mid-1980s and again after the 2008 crash.[2] That represents about a 40% increase in the ratio relative to the historical norm.
A quality adjustment is warranted: the median new single-family home is roughly 2,146 square feet, about 35% larger than the 1,595-square-foot median of 1980.[10] On a per-square-foot basis, the size-adjusted price-to-income ratio is approximately 3.64x—only modestly above the ~3.5x norm, implying a size-adjusted affordability decline of just roughly 4%.
However, buyers cannot readily substitute smaller homes at proportionally lower prices. Zoning regulations, building codes, and market conditions limit the availability of smaller new construction in most markets, so the unadjusted ratio better reflects the affordability most buyers actually face. Monthly costs, which also depend on mortgage rates, rose faster than the price-to-income ratio alone over 2022–2024.
The 2024 figures behind this ratio: a median existing-home price of $410,800[3] against median household income of $83,730,[1] which divide to the 4.91x ratio noted above.
Medical costs have increased substantially more than wages since 1980, indexed to 1980 = 100
The medical care component of the Consumer Price Index has risen 4,323% since 1947.[4] Focusing on the 1980-2024 period, medical costs have risen 73% relative to wages: the medical-care index reached 780 (1980 = 100) while average hourly earnings reached 451.[4][7]
Put another way, a given medical service consumes about 73% more of an hour's earnings today than it did in 1980.
Quality improvements must be considered in this analysis. Modern healthcare includes technologies unavailable in 1980: MRI and CT imaging, advanced cancer treatments, biologics, and minimally invasive surgical techniques that improve patient outcomes.
However, patients face current market prices regardless of which treatments they require. A 2018 JAMA study comparing the US to 10 high-income countries found the US spends about 8% of healthcare costs on administrative complexity—compared to 1-3% in other nations.[8] An earlier analysis in the New England Journal of Medicine estimated total health-administration costs at roughly $1,059 per capita in the US versus about $307 in Canada (1999 dollars).[9] Administrative overhead is one significant driver of why US healthcare spending is approximately twice that of comparable countries.
The quality improvement argument, while valid, does not fully explain cost differentials when compared to other developed nations with similar health outcomes and technology access.
Since 1993, tuition rose 287% versus 171% for wages—a gap of about 116 points on a 1993 = 100 index
Since 1993 (when this tuition series begins), the college tuition and fees index has risen 287% while average hourly earnings rose 171%—a gap of about 116 percentage points on a 1993 = 100 index.[5][7] Independent estimates put the increase in published tuition over this period near 291%, consistent with this figure.
In relative terms, tuition consumes about 43% more of an hour's earnings today than it did in 1993.
Quality adjustments in education are more difficult to quantify than in housing or healthcare. Modern campuses include upgraded facilities, technology infrastructure, and expanded student services unavailable in 1993. However, measuring educational quality improvements through learning outcomes or labor market preparation remains an active area of research without clear consensus.
Labor market returns to a college degree have increased over this period, though economists debate whether this reflects improved educational quality or increased credentialing requirements for positions that previously did not require degrees. The practical effect is that higher education has become increasingly necessary for access to middle-class occupations, making the cost trends economically significant regardless of their underlying causes.
Food has become about 13% more affordable relative to wages since 1980
Since 1980, food prices have increased 293% while average hourly earnings increased 351% over the same period.[6][7] Food has become about 12.7% more affordable relative to wages.
This represents the only major spending category examined in this analysis where relative affordability has improved compared to the 1980 baseline.
However, food represents a smaller share of household budgets compared to housing, healthcare, and education costs. The Bureau of Labor Statistics Consumer Expenditure Survey reports that food accounts for about 12.9% of household spending, while housing accounts for 32.9%, and healthcare for 8.0%.[11] The differential affordability trends across these categories therefore have asymmetric impacts on overall household financial well-being.
Investment goods (housing, healthcare, education) have diverged sharply from consumption goods (food)
The data reveals distinct patterns across spending categories:
Consumption Goods (Food, commodities, basic necessities)
Investment Goods (Housing, healthcare, education)
This bifurcation helps explain divergent economic perceptions. Aggregate measures like the Consumer Price Index weight all goods and services proportionally. When wage growth matches or exceeds CPI, economists typically conclude real wages are stable or improving.
However, this aggregate measure does not distinguish between the affordability of different spending categories. The data show that households can more easily afford consumption goods like food, while simultaneously facing reduced affordability for investment goods like housing, healthcare, and education.
Since investment goods typically require larger budget allocations and have longer-term financial consequences (mortgages, medical debt, student loans), the differential affordability trends may contribute to financial stress despite positive aggregate indicators.
The differential affordability trends across spending categories suggest that aggregate inflation measures may not fully capture the policy-relevant economic pressures facing households. Investment goods—housing, healthcare, and education—represent larger budget shares and have long-term financial implications through debt accumulation.
Policy interventions targeting specific categories have been proposed by various economists and policymakers:
These policy options remain subject to debate regarding their effectiveness, implementation costs, and trade-offs. The data presented here document the cost trends but do not prescribe specific policy solutions.
This analysis examined affordability trends across four major spending categories from 1980 to 2024, comparing cost increases to wage growth.
Key findings: Food costs have become about 12.7% more affordable relative to wages. Housing, healthcare, and education costs have all outpaced wages: the cost-to-wage ratio rose roughly 40% for housing, 73% for healthcare, and 43% for education. (On the raw tuition index, education opened a gap of about 116 points versus wages on a 1993 = 100 basis.)
These differential trends across spending categories may help explain why households report financial stress despite positive aggregate economic indicators like low unemployment and stable CPI-adjusted wages.
[1] U.S. Census Bureau. "Income in the United States: 2024" (Report P60-286, September 2025) — median household income of $83,730. census.gov
[2] Visual Capitalist. "Why U.S. Homes Feel Pricier: House Prices vs. Income (1985–2025)" — U.S. median home price-to-median-household-income ratio, roughly 3.5x in the mid-1980s and again after the 2008 crash, about 4.0x in 2000, a 5.8x record in 2022, and about 5.0x in 2024, based on U.S. Census Bureau data. visualcapitalist.com
[3] National Association of Realtors. Existing-Home Sales — 2024 median existing-home price (approximately $410,800). nar.realtor
[4] U.S. Bureau of Labor Statistics. Consumer Price Index, Medical care component (index base 1947 = 100). bls.gov/cpi
[5] U.S. Bureau of Labor Statistics. Consumer Price Index, College tuition and fees (series begins 1993). bls.gov/cpi
[6] U.S. Bureau of Labor Statistics. Consumer Price Index, Food. bls.gov/cpi
[7] U.S. Bureau of Labor Statistics. Current Employment Statistics — average hourly earnings. bls.gov/ces
[8] Papanicolas, I., Woskie, L. R., & Jha, A. K. (2018). "Health Care Spending in the United States and Other High-Income Countries." JAMA, 319(10), 1024–1039 — U.S. administrative costs about 8% of health spending versus 1–3% in comparison countries. jamanetwork.com
[9] Woolhandler, S., Campbell, T., & Himmelstein, D. U. (2003). "Costs of Health Care Administration in the United States and Canada." New England Journal of Medicine, 349, 768–775 — health-administration costs of roughly $1,059 per capita in the U.S. versus about $307 in Canada (1999 dollars). nejm.org
[10] U.S. Census Bureau. Survey of Construction — median size of new single-family homes (1,595 sq ft in 1980; about 2,146 sq ft in recent years). census.gov/construction
[11] U.S. Bureau of Labor Statistics. Consumer Expenditure Survey — shares of household spending (housing 32.9%, food 12.9%, healthcare 8.0%). bls.gov/cex
Methodology: Analysis period 1980–2024 (the education series begins 1993). Wage comparisons use average hourly earnings. Cost trends use BLS Consumer Price Index components (medical care, food) and BLS college tuition and fees, each rebased to its start year. The housing price-to-income figures use documented median home price and median household income for selected years; a separate size adjustment reflects the median new home being about 35% larger than in 1980.
Originally published October 2025 · Updated July 13, 2026 · Part of the Horse Energy analysis series.