Edward Conard

Top Ten New York Times Bestselling Author

  • “…serious thinking for serious thinkers. …a thought-provoking blueprint for growing middle- and working-class incomes.” - Mitt Romney, former Governor of Massachusetts
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  • “…a fresh argument for the productive value of inequality.” - David Autor, Professor of Economics, Massachusetts Institute of Technology
  • “…reminds us that inequality sends a signal of what society lacks most, in America’s case, entrepreneurship and risk taking.” - Lawrence Lindsey, CEO, The Lindsey Group, former Director of the National Economic Council
  • “There are an amazing number of good ideas and interesting points made in Unintended Consequences. The thinking underlying it, and the obvious depth of understanding of the author, are very impressive.” - Steven Levitt, coauthor of Freakonomics; 2004 John Bates Clark Medal
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  • “…serious thinking for serious thinkers. …a thought-provoking blueprint for growing middle- and working-class incomes.” - Mitt Romney, former Governor of Massachusetts
  • “Unintended Consequences is full of substance, it is one of the must-read books of the year, and once I finish it I will be giving it a second read through right away.” - Tyler Cowen, Professor, George Mason University
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Transmission of Family Influence

AI Summary. The authors estimate substantially higher intergenerational persistence using expected lifetime resource measures than using traditional income measures. They estimate that, measured at ages 30–35, almost 80% of male children have higher disposable income than their fathers did, about 70% have higher consumption, and around 60% have greater expected lifetime resources.

Sadegh Eshaghnia, James Heckman, Rasmus Landersø, and Rafeh Qureshi National Bureau of Economic Research
Date Posted:
October 14, 2024

Estimating evolving expectations of lifetime resources over 40 years of Danish data, @r_landersoe finds that although 80% of male children have higher disposable income at ages 30-35 than their fathers, only 60% have higher lifetime income.

Do lifetime resource measures show stronger family influence than income measures?

Core argument: Nearly 80% of male children in the 1981–1982 birth cohort had higher disposable income at ages 30–35 than their fathers did at a similar age, versus about 70% for consumption and roughly 60% for expected lifetime resources.

Our expected lifetime measures quantify long-term family influence on children. We estimate significantly higher intergenerational persistence in expected lifetime measures compared to what is found using traditional measures of income and compared to realized lifetime measures. One measure of absolute mobility is the percentage of children who have better outcomes than their parents. For each measure of resources, we estimate the percentage of children (of the 1981—1982 birth cohort) whose resources are greater than those of their parents where we measure resources over ages 30–35. [In figure 9], the steep gradients for wage income, gross income excluding transfers, and gross income including transfers suggest substantial mean reversion across generations. However, once redistribution via taxes is factored in as done for disposable income and consumption, the gradient is much smaller. For disposable income, almost 80% of male children have higher income than their fathers had at a similar age. For consumption, this fraction is around 70%, while for expected PDV around 60% have higher expected lifetime resources than their father.

Takeaways by Macro Roundup® AI

  1. Nearly 80% of male children in the 1981–1982 birth cohort had higher disposable income at ages 30–35 than their fathers did at a similar age, versus about 70% for consumption and roughly 60% for expected lifetime resources.
  2. Expected lifetime measures of resources show significantly higher estimated intergenerational persistence than traditional income measures or realized lifetime measures.
  3. Steep intergenerational gradients for wage income and gross income with and without transfers suggest substantial mean reversion across generations, while the gradient is much smaller for disposable income and consumption, which factor in redistribution via taxes.

Related Articles:

  • Changing Opportunity: Sociological Mechanisms Underlying Growing Class Gaps and Shrinking Race Gaps in Economic Mobility* — The authors find that children's economic mobility improves across birth cohorts in communities where parental employment rates increase, with larger effects for children who move to such communities at younger ages. The relationship is strongest for the parental employment rates of peers in a child's own birth cohort, suggesting it is mediated by social interaction.
  • The Life-Cycle Dynamics of Wealth Mobility — The authors identify four wealth trajectory groups within a birth cohort: 21% who start and remain near the top, 42% who start and remain near the bottom, and 21% and 15% who stay in the middle while rising or falling in rank. They conclude that wealth mobility is concentrated in these middle groups rather than shared across the population.
  • Intergenerational Mobility in American History: Accounting for Race and Measurement Error — Accounting for Black families, who historical studies routinely drop, and for measurement error in fathers' economic status can double estimates of intergenerational persistence in linked United States census data from 1850 to 1940. The author argues historical mobility was lower than previously estimated, implying greater equality of opportunity today than in the past.
  • Wages/Income
  • Workforce
    • Inequality
Previous articleOctober 11, 2024U.S. Officials Race to Understand Severity of China’s Salt Typhoon HacksA major hack of American broadband providers may have allowed Chinese intelligence to observe ongoing American domestic surveillance efforts, including court-ordered wiretapping.Next articleOctober 14, 2024Worldwide Efforts to Reverse the Baby Shortage Are Falling FlatParental benefits have failed to raise birth rates in advanced economies. Both Hungary and Norway spend more than 3% of GDP on efforts to raise fertility. Yet their birth rates remain under the US rate of 1.6 and the replacement rate of 2.1.
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Changes in U.S. Family Finances from 2022 to 2025: Evidence from the Survey of Consumer Finances

Aditya Aladangady, Jesse Bricker, Andrew Chang, Sarena Goodman, et al. Federal Reserve Board
Date Posted:
October 15, 2026
Is Database:
Database

Real median pre-tax, post-transfer family income rose 7% to $82,000 btw 2021 and 2024 and real mean family income fell 6% to $145,200 over the period. Since 2018 median income has risen 11% and mean income has risen 8%.

Real median family income, which is measured for the year before the survey, rose 7% between the 2022 to 2025 surveys, while real mean family income fell 6%. Families in the lower ends of the income and net worth distributions saw modest increases in median and mean income, while families in the upper ends saw declines. These patterns indicate that income inequality decreased slightly between surveys. Median income generally exhibited broad-based gains across families with different characteristics, while changes in mean income showed less of a consistent pattern. For example, while all age groups saw growth in median income, with particularly strong growth among the oldest families, mean income remained about unchanged for some age groups while sharply declining for others.

Related Articles:

  • There’s Good News About Incomes. No One Seems to Believe It — Inflation-adjusted gross domestic product per person has grown at a 1.9% annual pace over the past 10 years, above the 1.7% of the 2010s and 0.8% of the 2000s and just below the 2.1% of the 1980s and 1990s. Avoiding prolonged recessions has supported household incomes and wages.
  • Income in the United States: 2025 — Median U.S. household income rose 2.6% to $87,460, the highest level on record in data going back to 1967. Median income increased 3% for White households, 2.9% for non-Hispanic White households, and 4.8% for Black households, while changes for Asian and Hispanic households were not statistically significant.
  • US Focus: The Effect Of Soaring Profits — US nominal pre-tax corporate profits in the national accounts grew 23% over the past year, a pace not seen outside post-recession spikes since the mid-2000s. Wider margins were the key driver, as domestic profit growth far exceeded the 8% rise in corporate value added, pushing margins near all-time highs while the labor share hit new lows.
  • Wages/Income
  • Workforce
    • Inequality

What Six Years of Inflation Mean for the Midterms

AI Summary. US consumer prices have risen almost 29% over the past six years, about 3x the pace of the prior six years, and on average prices have risen faster than wages over that period.

Owen Tucker-Smith Wall Street Journal
Date Posted:
October 8, 2026
Is Database:
Database

Inflation outpaced real year-over-year average hourly earnings growth in the 5 months through August.

Have prices risen faster than wages over the past six years?

Core argument: U.S. consumer prices, as measured by the consumer-price index, have risen almost 29% over the past six years, about three times the pace of the preceding six years.

Overall prices, as measured by the consumer-price index, have risen almost 29% in the past six years. During the six years before that, prices crept up at a third of that pace. Over the past six years, prices have, on average, risen faster than wages. The trend has been pronounced recently: In both July and August, inflation outpaced average hourly wage growth.

Takeaways by Macro Roundup® AI

  1. U.S. consumer prices, as measured by the consumer-price index, have risen almost 29% over the past six years, about three times the pace of the preceding six years.
  2. Prices have on average risen faster than wages over the past six years, with inflation outpacing average hourly wage growth in both July and August.

Related Articles:

  • Sticky Wage Norms and the Real Wage Cost of Unexpected Inflation — Firms set nominal wage increases by round-number rules—about 42% of increases below 6% fell within 0.01 percentage points of a whole or half number—and these rules rose only from about 2.7% to 3.5% as inflation peaked near 7%, contributing to falling real wages for job stayers.
  • Do Voters Punish Inflation or Pay Cuts? Inflation and Real Wages in U.S. Elections — An analysis of U.S. counties estimates that where wages grew faster than prices, voters supported the incumbent party more, while counties with larger real wage losses than average shifted more toward the opposition. A one-standard-deviation larger real wage loss is associated with shifts of roughly 0.10 and 0.19 percentage points in vote share and margin.
  • The Cost of Money is Part of the Cost of Living: New Evidence on the Consumer Sentiment Anomaly — Variation in the University of Michigan consumer sentiment index that inflation and unemployment cannot explain is strongly correlated with growth in consumer borrowing costs, such as mortgage and car loan rates. The authors estimate that including interest payments and homeownership costs in the consumer price index would raise measured inflation from 3% to 9%.
  • Wages/Income
  • GDP
    • Inflation
  • Politics
  • Workforce

Not Tech, Not Wall Street

AI Summary. The authors estimate that more than half of the rise in the top 1% income share since 1985 — 5.8 of 10.5 percentage points — flowed through pass-through businesses, counting roughly 3m wealthy private business owners with average net worth near $25m running law firms, dealerships, and medical practices.

Torsten Sløk Apollo
Date Posted:
September 21, 2026
Is Database:
Database
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More than half the increase in the top 1% income share since 1985 flowed through pass-through businesses to ~ 3mm private business owners with a mean net worth of ~$25mm.

Did most of the top 1% income gain come from private businesses?

Core argument: Owen Zidar and Eric Zwick find that 5.8 of the 10.5 percentage-point rise in the U.S. top 1% income share since 1985 flowed through pass-through businesses, more than half of the increase.

The income that lifted America's top 1% did not come mainly from tech or Wall Street, according to Owen Zidar and Eric Zwick. More than half of the rise in the top 1% income share since 1985, 5.8 of 10.5 percentage points, flowed through pass-through businesses. Zidar and Zwick, counted roughly 3 million wealthy private business owners, with average net worth near $25 million, running law firms, car dealerships, medical practices, commercial contractors and regional restaurant chains, the kind of businesses that make their owners wealthy and well known in their own communities without ever making them nationally famous.

Takeaways by Macro Roundup® AI

  1. Owen Zidar and Eric Zwick find that 5.8 of the 10.5 percentage-point rise in the U.S. top 1% income share since 1985 flowed through pass-through businesses, more than half of the increase.
  2. Zidar and Zwick count roughly 3 million wealthy private business owners with average net worth near $25 million, running law firms, car dealerships, medical practices, commercial contractors and regional restaurant chains.
  3. The income that lifted America’s top 1% did not come mainly from tech or Wall Street, according to Zidar and Zwick, but from businesses whose owners are well known locally without becoming nationally famous.

Related Articles:

  • What’s Missing in the Fed’s Data about Ultrarich Portfolios — The Federal Reserve's Distribution of Financial Accounts defines "private business" narrowly as proprietor's equity in noncorporate, nonfinancial businesses, excluding S-corporations, other private corporations, and private equity and hedge fund partnerships, which are lumped into "corporate equities." The Survey of Consumer Finances instead shows private business is roughly 45–50% of top 0.1% wealth.
  • They’re Rich but Not Famous—and They’re Suddenly Everywhere — An analysis of Federal Reserve data estimates about 430,000 U.S. households are worth $30m or more, including roughly 74,000 worth at least $100m, with growth in the number of very rich households outpacing overall population growth over recent decades. Nearly 72% of the top 0.1%'s wealth consists of corporate equities, mutual fund shares, and private businesses.
  • Capitalists in the Twenty-First Century — Most income at the top of the US distribution is non-wage income, primarily profits from closely-held, mid-market firms in skill-intensive industries owned by working-age individuals. The authors find private business profit falls by three-quarters after an owner retires or dies prematurely, indicating most top earners are "working rich" deriving income from human capital.
  • Wages/Income
  • Workforce
    • Inequality

Family Income Continues to Grow in 2025 Data

AI Summary. Census data show the number of U.S. families with inflation-adjusted incomes above $150,000 grew from under 3m in 1967 to over 31m in 2025, while families earning under $75,000 fell by almost 3m in absolute terms. The share of families with multiple earners has not increased much over that period.

Jeremy Horpedahl Economist Writing Every Day
Date Posted:
September 17, 2026
Is Database:
Database
Is Important:
Important

In 1967, just 5.5% of American families had an inflation adjusted income of $150,000 or more. In 2025, 35.7% did. During that timeframe, the share of families with a real income less than $75,000 declined from 63.4% to 32.8%.

Are more American families reaching higher inflation-adjusted income levels?

Core argument: The number of U.S. families with incomes above $150,000 in 2025 inflation-adjusted dollars rose from fewer than 3 million in 1967 to over 31 million in 2025, according to Census data.

In 1967 there were fewer than 3 million families with incomes over $150,000 (in 2025 inflation-adjusted dollars). By 2025, that had grown to over 31 million families. If we look at the highest income threshold in this Census data — over $200,000 — the number of families has grown from just 1 million in 1967 to over 20 million in 2025. And there are fewer lower-income families too: the number of families under $75,000 shrunk, not just as a proportion of the total but even in absolute terms by almost 3 million families from 1967 to 2025. Of course, some of these families do have more earners than in 1967, though we shouldn’t overstate that too much. Using other data from Census, we can see that the share of families with multiple earners hasn’t increased much since 1967, and especially hasn’t since the mid-1990s.

Takeaways by Macro Roundup® AI

  1. The number of U.S. families with incomes above $150,000 in 2025 inflation-adjusted dollars rose from fewer than 3 million in 1967 to over 31 million in 2025, according to Census data.
  2. Families earning over $200,000, the highest income threshold in the Census data, grew from about 1 million in 1967 to over 20 million in 2025.
  3. Families with incomes under $75,000 declined by almost 3 million in absolute terms from 1967 to 2025, while Census data show the share of families with multiple earners has not increased much since 1967, and especially not since the mid-1990s.

Related Articles:

  • Income in the United States: 2025 — Median U.S. household income rose 2.6% to $87,460, the highest level on record in data going back to 1967. Median income increased 3% for White households, 2.9% for non-Hispanic White households, and 4.8% for Black households, while changes for Asian and Hispanic households were not statistically significant.
  • The Middle Class Is Shrinking Because of a Booming Upper-Middle Class — Analyses showing a shrinking middle class typically use relative income thresholds that rise with median income, so they can register decline even when living standards rise across the distribution. Using an absolute definition, the authors find the core middle class shrank because the upper-middle class grew from 10% of families to 31%, doubling its income share.
  • Who Sees Themselves as Working Class? — Survey data indicate 60% of U.S. adults say the term "working class" describes them well, including half of those with a bachelor's degree and half of upper-income Americans. Identification is highest among blue-collar workers at 77%, versus 61% in other occupations, and ranges from 52% of Asian adults to 62% of White adults.
  • Wages/Income
  • Workforce
    • Inequality

Income in the United States: 2025

AI Summary. Median U.S. household income rose 2.6% to $87,460, the highest level on record in data going back to 1967. Median income increased 3% for White households, 2.9% for non-Hispanic White households, and 4.8% for Black households, while changes for Asian and Hispanic households were not statistically significant.

Melissa Kollar and Zach Scherer U.S. Census Bureau
Date Posted:
September 16, 2026
Is Database:
Database
Is Important:
Important

Real US median household income increased 2.6% year over year in 2025 to a record high of $87,460.

Has median U.S. household income reached its highest level on record?

Core argument: Median U.S. household income reached $87,460 in 2025, up 2.6% from $85,210 in 2024 and the highest on record in data dating back to 1967.

In 2025, median household income was $87,460, an increase of 2.6% from the 2024 estimate of $85,210. Household income in 2025 was the highest on record dating back to 1967. For all demographic characteristics of the householder the median household income estimates in 2025 were either higher than the 2024 estimates or were not statistically different from 2024. Median household income increased by 3% for White households, 2.9% for non-Hispanic White households, and 4.8% for Black households. Median income did not change significantly for Asian or Hispanic households.

Takeaways by Macro Roundup® AI

  1. Median U.S. household income reached $87,460 in 2025, up 2.6% from $85,210 in 2024 and the highest on record in data dating back to 1967.
  2. Median household income rose 4.8% for Black households, 3% for White households, and 2.9% for non-Hispanic White households in 2025, while Asian and Hispanic households saw no statistically significant change.
  3. Across all demographic characteristics of the householder, 2025 median household income estimates were either higher than or not statistically different from 2024 estimates.

Related Articles:

  • Income in the United States: 2024 — U.S. median household income was $83,730, not statistically different from the prior year's $82,690, according to Census Bureau estimates. Across most demographic subgroups, median household income was higher or not statistically different from the prior year, with the exception of Black households, which saw a decline.
  • US Focus: The Effect Of Soaring Profits — US nominal pre-tax corporate profits in the national accounts grew 23% over the past year, a pace not seen outside post-recession spikes since the mid-2000s. Wider margins were the key driver, as domestic profit growth far exceeded the 8% rise in corporate value added, pushing margins near all-time highs while the labor share hit new lows.
  • The College Wage Premium in the Generative AI Era — The U.S. college wage premium fell from 0.626 to 0.575 after four decades of expansion, implying the first sustained negative growth in relative demand for college-educated labor. The authors estimate that weaker wage growth in occupations highly exposed to artificial intelligence accounts for roughly 28% of that decline, though the patterns are not causal.
  • Wages/Income
  • Workforce
    • Inequality

Sticky Wage Norms and the Real Wage Cost of Unexpected Inflation

AI Summary. Firms set nominal wage increases by round-number rules—about 42% of increases below 6% fell within 0.01 percentage points of a whole or half number—and these rules rose only from about 2.7% to 3.5% as inflation peaked near 7%, contributing to falling real wages for job stayers.

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 round-number wage rules cause real wages to fall during inflation?

Core argument: Roughly 42% of all nominal wage increases below 6% fell within 0.01 percentage points of a whole or half number.

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. Roughly 42% of all nominal wage increases below 6% fell within 0.01 percentage points of a whole or half number.
  2. Firm-level wage rules held near a median of 2.7% before the pandemic, and the employment-weighted average modal wage change peaked at 3.5% in 2022 and 2023 while inflation peaked near 7% in 2022; by 2025 the median firm granted 3%.
  3. The stickiness of firms' wage rules amid inflationary pressure contributed to a systematic fall in real wages for job stayers, and evidence from Belgium, which has strong wage indexation, suggests falling real wages rather than inflation helps explain depressed consumer sentiment in 2021–2024.

Related Articles:

  • Do Voters Punish Inflation or Pay Cuts? Inflation and Real Wages in U.S. Elections — An analysis of U.S. counties estimates that where wages grew faster than prices, voters supported the incumbent party more, while counties with larger real wage losses than average shifted more toward the opposition. A one-standard-deviation larger real wage loss is associated with shifts of roughly 0.10 and 0.19 percentage points in vote share and margin.
  • Real Wages Start To Shrink In Developed Countries — US annual inflation of 3.8% outpaced average hourly earnings growth of 3.6%, leaving prices rising faster than pay for the first time in two years, while Eurozone workers face a fresh energy-driven setback. JPMorgan attributes the real wage decline to Middle East conflict and expects growth to resume if energy prices retreat.
  • The Post‑COVID Decline in the Labor Share — The share of US national income paid to workers fell 1.6 percentage points below its pre-pandemic level, reaching a post-war low. The authors find this decline stems mainly from changes within industries rather than shifts in activity across sectors, following cyclical patterns seen in earlier recessions.
  • Wages/Income
  • GDP
    • Inflation
  • Politics
  • Workforce
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