Edward Conard

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The Growing Gap between Real Wages and Labor Productivity

Robert Lawrence PIIE
Date Posted:
July 23, 2015
Is Database:
Database

US real wages for production workers have stagnated since 1970 despite 2% annual growth in output per worker. Rising relative prices of consumer goods & slower productivity growth in services have contributed to the gap

US real wages for production workers have stagnated since 1970 despite 2% annual growth in output per worker. Rising...
Since 1970, US real wages for production workers have stagnated despite a 2% annual growth in output per worker. From 1970 to 2000, overall worker compensation grew in line with labor productivity, but the decline in labor's share of income began around 2000. This gap is partly due to rising relative prices of consumer goods like housing and education, and slower productivity growth in services compared to investment goods. Additionally, benefits such as healthcare have increased faster than wages, affecting real earnings. The disparity between the business sector price deflator and the consumer price index further complicates the relationship between real wages and productivity.

"...When appropriately measured, from 1970 to 2000, and perhaps to as late as 2008, the growth in overall worker compensation was precisely as rapid as the growth in average labor productivity would imply....the key to explaining sluggish long-run wage growth is understanding productivity growth rather than what drives the distribution of income between capital and labor....Broader measures that include the wages of all workers show considerably more real wage growth—a reflection of the fact that the wages of more skilled and educated workers grew much more rapidly than blue-collar workers with less education...Measuring real product compensation shows that between 1970 and 2000 workers could have increased their purchases of the goods and services they produced at the same rate as the rise in output per worker. This suggests that the decline in labor’s share in income only began in 2000.....The explanation for the sluggish rise in real wages over the long run—1970 through 2000—may lie not with something that weakened labor’s bargaining power but instead in changes in the relative prices of the goods and services that workers consume and those that they produce...."Lawrence, Robert, "The Growing Gap between Real Wages and Labor Productivity,"IIE, July 21, 2015. Available at:http://www.capx.co/external/why-are-wages-lagging-productivity-in-the-us/The Growing Gap between Real Wages and Labor Productivity byRobert Z. Lawrence| July 21st, 2015 | 02:33 pm

The explanation for the sluggish rise in real wages over the long run—1970 through 2000—may lie not with something that weakened labor’s bargaining power but instead in changes in the relative prices of the goods and services that workers consume and those that they produce. In particular, in thinking about policies to raise middle-class incomes, we should be concerned about (a) the rising relative prices of goods and services that workers consume such as housing and education; (b) the rising costs of benefits, especially health care, and (c) the slow productivity growth in services as compared with the rapid productivity growth in investment goods. In the period after 2000, the declining share of labor (and rising share of profits) does warrant further explanation (in arecent working paper, I argue this growing gap reflects a particular type of technical change), but prior to that, simplistic comparisons of “real” output per worker and “real” wages are likely to lead analysts to draw the wrong conclusions.

Figure 5 shows net output per hour and hourly real product compensation, with the difference between them driving labor’s share in net income (blue line). Between 1970 and 2003 the growth in hourly real product compensation matched the growth in hourly real net output per worker. In 2003, therefore, the share of net compensation paid to labor was the same as in 1970. If the rise in average net output per hour is a good measure of the marginal product of labor, for this 33-year period, the data are compatible with the assumption that workers have actually seen their wages rise as rapidly as their marginal product. Since labor’s share in income fluctuates over the business cycle, and was therefore unusually high in 2000 for cyclical reasons, we cannot be confident about dating when the decline in labor’s share in income began. But it is clear that labor’s share has been unusually low since 2008, and real wages and compensation for workers of all skill levels has been slow.

Fourth, the measure of output that is generally used to depict productivity is gross output and thus includes the consumption of capital. Especially in recent years, the use of shorter-lived capital has increased the share of depreciation in gross output; a better productivity measure is net output per hour that takes this depreciation into account. Net output per hour has been growing at 1.8 percent per year since 1970, somewhat slower than the pace of gross output per hour (2.0 percent). Comparing real product compensation with net output per hour gives us the relationship between productivity and labor compensation that is relevant for measuring income shares.

Measuring real product compensation shows that between 1970 and 2000 workers could have increased their purchases of the goods and services they produced at the same rate as the rise in output per worker. This suggests that the decline in labor’s share in income only began in 2000.

A third issue is that different price measures are used to estimate real output and real hourly compensation. The expectation that “real” wages will rise with “real” output per worker reflects the assumption that workers buy the goods and services they produce or that the price of their output and their consumption will rise at the same rate. But these expectations are flawed. The mix of goods and services that workers produce—which is reflected in the business sector price deflator used to measure real output per worker—differs from the mix of goods and services that is reflected in the consumer price index. In particular, the prices of investment goods such as machinery that have risen slowly feature prominently in the business sector price deflator, while items such as the price of shelter that have risen rapidly feature prominently in the consumer price index. In fact, since the business sector deflator has risen more slowly than the consumer price index, if we deflate the rise in nominal hourly compensation by the business sector price deflator to estimate what would happen if workers actually bought the goods and services they produce—a measure sometimes called real product compensation—we find hourly compensation has actually increased at an annual rate of 1.7 percent per year (see figure 4).

Second, workers are paid more than their take-home hourly wages. Their compensation also includes benefits such as health care and social security, which have increased faster than wages. A more complete measure of real earnings is real hourly compensation that takes all benefits into account. Especially prior to the mid 1990s, real average compensation per worker increased more rapidly than real wages.

First, production and nonsupervisory workers do not constitute the full US labor force. Broader measures that include the wages of all workers show considerably more real wage growth—a reflection of the fact that the wages of more skilled and educated workers grew much more rapidly than blue-collar workers with less education (figure 2).

In a recentNew York Timesarticle, Eduardo Portersuggests that this gap has been growing for decades, claims it can be found in many other countries, and conjectures that automation that displaces middle-skilled jobs and “a harsh new global economy” may be responsible. But when the numbers are measured more comprehensively—when wages are broadly defined as compensation to include benefits, comparable price indexes are used to calculate differences in wage and output growth in constant dollars, and the output is measured net of depreciation—the puzzle of lagging wages disappears, at least for 1970-2000. While prior to 2000 blue-collar workers fared especially poorly, constant dollar labor compensation for all workers actually kept pace with output. When appropriately measured, from 1970 to 2000, and perhaps to as late as 2008, the growth in overall worker compensation was precisely as rapid as the growth in average labor productivity would imply. This suggests that the key to explaining sluggish long-run wage growth is understanding productivity growth rather than what drives the distribution of income between capital and labor. If there is something about the American economy that has kept workers from maintaining their share in output as the economy expands, this phenomenon has materialized only relatively recently.

Since 1970, the real wages of US production workers have stagnated, despite the rapid growth in output per worker. This apparent disconnect between labor productivity and real wages is most dramatic when real output per hour is contrasted with real average hourly wages since 1970. While real average hourly wages have stagnated, business sector output per hour has grown at 2 percent per year (figure 1).

  • Wages/Income
  • Productivity
    • Institutional Capabilities
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      • High vs Low Skill
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Previous articleJuly 9, 2015Recent Declines in Labor's Share in US Income: A Preliminary Neoclassical AccountRapid labor-augmenting technical change has led to a decline in effective capital-labor ratios in key sectors, contributing to the fall in labor’s share of US income since 1980 @SteveLawrence Labor #Labor #USIncomeNext articleJuly 24, 2015PISD data on hours worked by quintile@ShayleeWheeler The data on household total hours worked by income quintile reveals significant disparities in labor distribution across economic strata, with the top quintile consistently working more hours compared to lower quintiles.
Showing 128 database articles primarily about Wages/Income

Sticky Wage Norms and the Real Wage Cost of Unexpected Inflation

AI Summary. Firms' wage-setting norms are sticky, rising only from 2.7% to 3.5% even as inflation peaked near 7%, causing real wages for workers who stayed in their jobs to fall systematically. By the time inflation subsided, the median firm's wage rule had converged to ~3%, roughly matching inflation.

Erik Hurst, Christina Patterson, Nela Richardson, and Ye Liv Wang University of Chicago
Date Posted:
September 10, 2026
Is Database:
Database

ADP microdata from 2016–25 suggest firms set wages according to “wage norms” ~ invariant to inflation. The 2020–21 inflation surge mechanically reduced real wages. By the end of 2025, 34% of incumbent workers’ real wages were lower than in 2020.

Do sticky wage norms systematically reduce real wages during inflation spikes?

Core argument: Firm-level modal wage rules peaked at 3.5% in 2022–2023 against roughly 7% inflation, meaning nominal rigidity systematically eroded real wages for job stayers throughout the inflationary episode.

Roughly 42% of all nominal wage increases below 6% were within 0.01 percentage points of a whole or half number [Figure 6]. Figure 9 plots the employment-weighted average modal wage change across firms (solid line) alongside inflation rate (dashed line) from 2016 through 2025. In the pre-pandemic period, firm-level wage rules were relatively stable at a median of 2.7%, modestly above the rate of inflation. Beginning in 2021, inflation rose sharply, peaking at approximately seven percent in 2022. The average modal wage change also rose, reaching a peak of 3.5% in 2022 and 2023. By 2025, the median firm had a wage rule granting increases of three percent, roughly in line with inflation. The stickiness of firms’ wage rules in the face of inflationary pressure contributed to the systematic fall in real wages for job stayers. Evidence from Belgium [which has strong wage indexation], suggests that declining real wages, rather than inflation itself, helps explain the persistence of depressed consumer sentiment during the 2021–2024 period.

Takeaways by Macro Roundup® AI

  1. Firm-level modal wage rules peaked at 3.5% in 2022–2023 against roughly 7% inflation, meaning nominal rigidity systematically eroded real wages for job stayers throughout the inflationary episode.
  2. The median firm’s modal wage increase converged to 3% by 2025—matching inflation rather than exceeding it—marking a reversal from the pre-pandemic norm of 2.7% modestly above price growth.

Related Articles:

  • Do Voters Punish Inflation or Pay Cuts? Inflation and Real Wages in U.S. Elections — Given state fixed effects, demographics, and local inflation, a county whose real wage loss was 1SD > that of the mean county shifted its Presidential vote…
  • Real Wages Start To Shrink In Developed Countries — Real wages are shrinking across the US, UK, and Eurozone as energy-driven inflation outpaces earnings growth. Fiscal constraints limit government support in key economies, raising recession risk as household spending power falls.
  • The Post‑COVID Decline in the Labor Share — The labor share of income has fallen 1.6 percentage points below its pre-pandemic level, reaching an all-time post-war low, driven by within-industry dynamics rather than shifts in activity across sectors.
  • Wages/Income
  • GDP
    • Inflation
  • Politics
  • Workforce

How Many Big Macs Does Your Salary Buy?

AI Summary. U.S. workers earn the most Big Macs annually (10,215), but Swiss workers lead on an hourly basis at 7 Big Macs per hour versus the U.S. at 6, reflecting longer American working hours rather than higher hourly wages.

Economist Staff The Economist
Date Posted:
September 2, 2026
Is Database:
Database
Is Important:
Important

The Economist’s venerable Big Mac Index is indicative of significantly higher after-tax, PPP-adjusted wages for American workers than for their French and German counterparts.

Does working longer hours mask stagnant American wage growth?

Core argument: American workers earn the equivalent of 10,215 Big Macs annually, topping global McWage rankings, but longer working hours reduce U.S. hourly purchasing power to six Big Macs per hour, behind Switzerland’s seven.

On an annual basis, America continues to top our McWages rankings. The average American worker earns enough to buy 10,215 Big Macs a year; Switzerland and Australia are in second and third place, respectively. But American working hours are supersized, too. On an hourly basis, Switzerland comes out on top: the average worker there earns the equivalent of seven Big Macs an hour, compared with America’s six. Australia ranks third, at five burgers for every hour worked.

Takeaways by Macro Roundup® AI

  1. American workers earn the equivalent of 10,215 Big Macs annually, topping global McWage rankings, but longer working hours reduce U.S. hourly purchasing power to six Big Macs per hour, behind Switzerland’s seven.
  2. Switzerland leads all nations in hourly McWage purchasing power at seven Big Macs per hour, with Australia third at five, demonstrating that top annual earnings and top hourly compensation do not always coincide.

Related Articles:

  • The Big Mac Index At 40 — Global currency misalignments are at their widest since the mid-1990s, driven by post-2021 U.S. inflation, an undervalued Chinese currency, and a weakening Japanese yen that has made consumer goods cheaper in Japan than in China.
  • Why Do Americans No Longer Work So Much More Than Non-Americans? — The gap in hours worked between Americans and non-Americans has narrowed by half since the 1990s, driven by declining U.S. work hours as expanded government health benefits reduced the need to work, while rising wages and lower barriers to employment increased hours worked in other advanced economies.
  • Ed Conard Debates Furman On “The Expected Value of Risk Taking” — I debate @JasonFurman—Pres. Obama’s Chair of the Council of Economic Advisors—at Harvard over the effect of tax increases on the expected value of innovative…
  • Wages/Income
  • Workforce

US Focus: The Effect Of Soaring Profits

AI Summary. Corporate profit margins have expanded ~250 basis points over the past year, approaching all-time highs, as 23% profit growth far outpaced 8% growth in corporate value added. Labor's share of income is hitting new lows, confirming that margin expansion—not faster economic growth—is the primary driver of record profit levels.

Abiel Reinhart J.P. Morgan
Date Posted:
September 1, 2026
Is Database:
Database

US corporate profit margins rose ~250bp y/y in Q2 and are approaching an all-time high. Reinhart notes that tech and communications services drove ~58% of recent S&P 500 profit growth, even as the sectors have been “steadily losing employment since late 2022.”

Are record corporate profits driven by growth or margin expansion?

Core argument: Corporate profit margins expanded nearly 250 bps over the past year and are approaching all-time highs, as domestic profit growth of 23% dwarfed the 8% rise in corporate value added, compressing labor’s share of income to record lows.

Nominal pre-tax corporate profits in the national income and product accounts (NIPA) were very robust in both 2Q (41% [annual rate]) and over the last year (23%). Excluding post-recession spikes, we haven’t seen a year this strong since the mid-2000s. Higher margins [were] the key driver [of profit growth], as 23% y/y domestic profit growth was far in excess of the 8% increase in corporate value added. Profit margins (pre-tax profits divided by value added) increased close to 250bp over the last year, and are approaching all-time highs, whereas the labor share is hitting new lows.

Takeaways by Macro Roundup® AI

  1. Corporate profit margins expanded nearly 250 bps over the past year and are approaching all-time highs, as domestic profit growth of 23% dwarfed the 8% rise in corporate value added, compressing labor’s share of income to record lows.

Related Articles:

  • US Corporate Profits Surge To Record As Worker Payouts Wilt — U.S. corporate pre-tax profits reached an annualized $4.8tn, or 18% of national income—the highest share since the post-WWII era—while workers' wages and benefits fell to 60% of national income, the lowest since the 1950s.
  • Are US Corporate Profit Margins Too High? — In Q1 2026, US after-tax non-financial margins were estimated at 7.6%, just short of the post-1949 high of 8.2% in Q2 of 2021. Tan Kai Xian argues US corporate…
  • The Record Divide Between Corporate Profits and Worker Pay — Labor's share of national income has fallen to 51%—its lowest recorded level—while corporate profits have reached 12.1% of national income, their highest share since 1950. Inflation-adjusted hourly wages have risen 3% since 2019, while inflation-adjusted corporate profits have risen 50% over the same period.
  • Wages/Income
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    • Innovation/Research
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Consumer Checkpoint: The Great Convergence

AI Summary. Spending and wage growth have largely converged across income groups, with lower- and middle-income households posting after-tax wage growth of 5.2% and 4.2% year-over-year, narrowing a previously wide gap — though the top 5% of earners continue to outpace all others.

David Michael Tinsley, Joe Wadford, Liz Everett Krisberg, Vanessa Cook, et al. Bank of America
Date Posted:
August 11, 2026
Is Database:
Database

Over the last two years, after-tax wage growth for the top 5% has outpaced the rest of the distribution. BofA internal data show after-tax wage growth for the lowest income tercile has surpassed that of the top 5% for the first time since December 2024.

Are lower-income households finally catching up in wage growth?

Core argument: The K-shaped spending and wage growth divide has largely closed since May, with income cohorts converging by July—except the top 5% of earners, who continue to outpace all other groups.

We have discussed the “K-shaped” divide between higher- and lower-income households’ spending and wage growth. But since May, our data has shown a significant narrowing in this gap. As of July, spending and wage growth have largely converged across income cohorts, with the exception of the top 5% of earners, who continue to outpace the rest. A similar dynamic was evident in discretionary spending. In our view, one factor behind the narrowing spending growth gap is stronger after-tax wage growth. For lower- and middle-income households, after-tax wage growth rose to 5.2% YoY and 4.2% YoY, respectively, in July.

Takeaways by Macro Roundup® AI

  1. The K-shaped spending and wage growth divide has largely closed since May, with income cohorts converging by July—except the top 5% of earners, who continue to outpace all other groups.
  2. After-tax wage growth for lower-income households reached 5.2% YoY in July versus 4.2% for middle-income households, with stronger after-tax gains identified as a primary driver of narrowing discretionary spending gaps across cohorts.

Related Articles:

  • What the World Cup Revealed About America — U.S. households with retirement savings and home equity have been insulated from inflation, as $15tn in annual spending by 45 million such households—driven by wealth gains rather than income—has sustained GDP growth well above rates seen in comparable economies.
  • K-Shaped Economy? — Using internal Stripe payment data, Tedeschi finds that spending growth of households in low-income zip codes has outpaced that of households in high-income…
  • The Record Divide Between Corporate Profits and Worker Pay — Labor's share of national income has fallen to 51%—its lowest recorded level—while corporate profits have reached 12.1% of national income, their highest share since 1950. Inflation-adjusted hourly wages have risen 3% since 2019, while inflation-adjusted corporate profits have risen 50% over the same period.
  • Wages/Income
  • Politics
  • Workforce
    • Inequality

Income Shocks and Intrahousehold Dynamics: Evidence from a Guaranteed Income Experiment

AI Summary. Guaranteed income transfers reduce total household earnings by more than the transfer amount, as other household members—particularly partners—work fewer hours and are less likely to advance in their jobs.

Elizabeth Rhodes, David Broockman, Eva Vivalt, Patrick Krause, et al. National Bureau of Economic Research
Date Posted:
August 10, 2026
Is Database:
Database
Is Important:
Important

In a randomized guaranteed-income experiment, giving one adult a transfer of $1,000/month for two years cut the other household members’ income by ~$1,700/year. Partners worked less and advanced less at work, while schooling and training among others rose.

Does guaranteed income reduce household work effort beyond the transfer amount?

Core argument: Guaranteed income transfers narrowed the gap between participant earnings and total household income by roughly $1,700 per year, with the shortfall driven primarily by reduced earnings among other household members rather than the transfer recipient.

Figure 4 summarizes treatment effects on the standardized family-level indices. The transfers’ effects reshaped the income and employment of other household members. The gap between participant income and total household income fell by about $1,700 per year (s.e. $800). The decline appears to reflect lower earnings among other household members. Effects on employment outcomes are consistent with this interpretation. Partner promotions and transitions to better jobs decrease significantly, but these effects are very small in magnitude. Partner hours and employment show more meaningful declines but are not significant in the unconditional analysis. Several other measures provide supporting evidence of negative effects on labor supply. Net transfers—the value given [to extended family] minus the value received—increased by roughly $135 per year. Estimates for household stability, decision-making, and the division of labor cluster near zero.

Takeaways by Macro Roundup® AI

  1. Guaranteed income transfers narrowed the gap between participant earnings and total household income by roughly $1,700 per year, with the shortfall driven primarily by reduced earnings among other household members rather than the transfer recipient.
  2. Net transfers to extended family increased by approximately $135 per year, while household stability, decision-making, and division of labor showed no meaningful treatment effects.

Related Articles:

  • The Impact of Unconditional Cash Transfers on Parenting and Children — A randomized experiment giving 1,000 parents an unconditional $1K/month over 3 years found essentially no differences in family outcomes; treated children…
  • The Impact of Unconditional Cash Transfers on Consumption and Household Balance Sheets: Experimental Evidence from Two US States — An experiment giving 1,000 individuals $1k per month for 3 years raised spending on housing as well as consumption, but also increased indebtedness, suggesting…
  • The Employment Effects of a Guaranteed Income: Experimental Evidence from Two U.S. States — Giving low income individuals $12,000/year for 3 years resulted in reduced market income of $1,500/year, due to a 2ppt reduction in labor force participation…
  • Wages/Income
  • Workforce
    • Family/Marriage
    • Unemployment/Participation

The Impact of AI on the U.S. Labor Market

Sania Edlich and Torsten Sløk Apollo
Date Posted:
July 30, 2026
Is Database:
Database

A difference-in-differences design finds 6.7% slower real-wage growth in AI-exposed occupations since 2023 than in low-exposure ones, with no detectable job loss. The largest effects were for the lowest quartile (-10.7%) and service occupations (-24.3%).

We examine the wage and employment effects of AI adoption across U.S. occupations using observed usage data from the Anthropic Economic Index rather than the theoretical exposure measures that dominate prior work. Using a difference-in-differences design with occupation and year fixed effects across 321 matched occupations from 2015 to 2025, we find that high-exposure occupations experience a 6.7% decline in real wage growth post-2023 with no detectable employment effects. The effect is concentrated among the lowest earners: service workers face a 24.3% decline and the bottom wage quartile a 10.7% decline, while top earners show no significant effect.Today, 5.8 million workers are affected, but as AI adoption deepens across corporate America, this figure is likely to grow substantially, with significant implications for income inequality and labor market policy in the years ahead. Only 321 of roughly 800 BLS occupations were matched, and the post-2023 period may be partially confounded by post-pandemic labor market dynamics. [Editor’s note: Figure 3 shows both wage and employment growth and decline among high-exposure workers, but the exposure measure combines automated and augmentative use, and thus cannot distinguish substitution from complementarity.]

Related Articles:

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  • Technology and the Baby Bust Paradox — Aging societies face structural labor shortages that create permanent incentives to automate, making demographics a long-run driver of AI deployment. Technology-producing economies benefit twice: by offsetting domestic labor scarcity and by exporting automation solutions to every other aging society.
  • Wages/Income
  • Productivity
  • Workforce
    • Inequality
    • Unemployment/Participation
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