Edward Conard

Top Ten New York Times Bestselling Author

  • “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
  • “Unintended Consequences provides a provocative interpretation of the causes of the global financial crisis and the policies needed to return to rapid growth. Whether you agree or not, this analysis is well worth reading.” - Nouriel Roubini, New York University; Chairman, Roubini Global Economics
  • “…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
  • “Unintended Consequences represents the most cogent and persuasive analysis of the Financial Crisis to date.” - Andrei Shleifer, 1999 John Bates Clark Medal Winner
  • “A full-throated defense of economic dynamism.” - The Wall Street Journal
  • “…a comprehensive explanation of the modern economy.” - Julian Robertson, Founder, Tiger Management
  • “…a must-read for serious students of economic policy.” - Glenn Hubbard, Dean, Columbia Business School, and former Chairman of the Council of Economic Advisers
  • “…challenges misconceptions that distort our economic debates.” - Arthur Brooks, President of the American Enterprise Institute
  • “Unintended Consequences should be read by anyone who takes for granted the superiority of progressive taxation and has not thought carefully about the trade-offs involved.” - The New Republic
  • “…challenges misconceptions that distort our economic debates.” - Arthur Brooks, President of the American Enterprise Institute
  • “Unintended Consequences offers deep and well-argued analyses on almost every issue.” - The New York Times
  • “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
Upside of Inequality Oxford Unintended Consequences
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Fully Grown Review: Pumping the Brakes

Edward Glaeser Wall Street Journal
Date Posted:
January 13, 2020
Is Database:
Database

Demographic changes explain 2/3 of America’s growth rate decline since 2000, with real GDP growth dropping from 4.2% to 2% @EdwardGlaeser @WSJ.

Demographic changes explain 2/3 of America’s growth rate decline since 2000, with real GDP growth dropping from 4.2%...
The decline in America's growth rate from the late 20th to the early 21st century is largely attributed to demographic changes, with two-thirds explained by shifts in human capital within the labor force. The surge of women entering the workforce was a significant one-time boost, but as this effect waned, growth appeared to slow. Real GDP growth dropped from 4.2% annually (1950-1970) to 2% since 2000, yet real GDP per worker only slightly declined from 1.38% (1970-2000) to 1.29% (2000-2019). The shift towards service industries, which have lower productivity growth, further contributed by reducing productivity growth by 0.2 percentage points. While some sectors like health care have seen declining productivity, this shift reflects a successful economy prioritizing services over goods. Vollrath dismisses inequality, market concentration, and trade with China as major factors, suggesting instead that overregulation and reduced entrepreneurship are more impactful.

Suggusting this for upgrade as we likely will want tocite Fully Grownat some point.

"...Two-thirds of the decline in growth rates between the second half of the 20th century and the first two decades of the 21st century can be explained by changes in the human capital embodied in our labor force. The great movement of women into the labor force created wealth that bought cars and built houses and paid for education. But that gender revolution was a one-time shock to growth. Our current apparent slowdown is better seen as the aftermath of that shock, not a massive decline in productivity growth...."

Edward Glaeser, "‘Fully Grown’ Review: Pumping the Brakes,"Wall Street Journal, January 12, 2020, https://www.wsj.com/articles/fully-grown-review-pumping-the-brakes-11578863484

America’s economic growth appears to have sputtered in the 21st century. While America’s real gross domestic product grew at a blistering rate of 4.2% a year between 1950 and 1970, real GDP growth has increased by only 2% annually since 2000. A sense of decline infects our national mood.

But what if our apparent stagnation is illusory and reflects success more than failure? Dietrich Vollrath’s “Fully Grown: Why a Stagnant Economy Is a Sign of Success” makes a coherent and compelling argument that American productivity growth has only mildly faltered. If Mr. Vollrath is right, perhaps we should worry less about the overall level of American dynamism and more about why the median worker’s real weekly earnings rose by only 6% from 1979 to 2019.

Mr. Vollrath argues that most of our apparent slowdown reflects demographic and industrial shifts. Mid-20th-century progress led to “more education for both women and men, later marriage, and delayed childbearing.” Since “baby boomers, on average, did not have large families of their own, when they began to exit the labor force in the twenty-first century there was no way to keep up the momentum.” As “we took advantage of our success in providing goods to buy more and more services,” we moved into service industries that “have relatively low productivity growth.”

Mr. Vollrath’s most important point is that changing employment patterns explain most of America’s declining growth. This can be seen by looking at real GDP per worker. The author reminds us that in the seven decades following the 1940s, “the number of men working just about doubled, to 80 million, which roughly tracked the doubling of the US population.” But “for women, the number working was close to 70 million in 2015, four times more than in the 1940s.” Between 1970 and 2000, the share of the population that was employed increased to 49% from 39%.

Including this shift reduces the earlier growth rate substantially: When we correct for the growth in the labor force by looking at real GDP per worker instead of real GDP, we find an annual growth rate of 1.38% over the 1970 to 2000 period. Since 2000, the worker-to-population ratio has declined slightly as the population has aged and started to leave the labor force. Real GDP per worker grew by 1.29% from 2000 to 2019, which is only a modest decline from the 1.38% growth per worker experienced from 1970 to 2000.

Mr. Vollrath’s growth accounting is more complex and compelling than my simple calculations, but the end result is much the same. Two-thirds of the decline in growth rates between the second half of the 20th century and the first two decades of the 21st century can be explained by changes in the human capital embodied in our labor force. The great movement of women into the labor force created wealth that bought cars and built houses and paid for education. But that gender revolution was a one-time shock to growth. Our current apparent slowdown is better seen as the aftermath of that shock, not a massive decline in productivity growth.

Mr. Vollrath’s second explanation for declining growth is the increasing specialization in low-growth industries, some of which are services. More than one-third of American output now occurs in sectors, such as health care, that have experienced declining productivity since 2000. The author is right that spending a greater share of our national income on health care may be a sign of success, since a longer life is the ultimate luxury good, but he is less convincing in explaining why productivity growth in many industries is so slow.

He estimates that “the shift into services during the twenty-first century shaved about 0.2 percentage points off of productivity growth.” He argues that as the labor needs of the service industry are more fixed, the potential for growth is more limited. But while productivity growth in some services, like barbershops and string quartets, may be inherently limited, the number of services that require a fixed amount of labor is small too. Productivity could grow robustly in health care, hospitality and construction.

A plausible view is that America’s growth has exhausted the best opportunities in our less-regulated, more-dynamic industries, and that the open spaces for innovation remain primarily in more heavily regulated sectors. Thus land-use restrictions limit innovative builders from unleashing economies of scale. The ride-sharing industry has been a constant battle against regulatory attempts to protect insiders. Medicaid’s management of health care creates stronger incentives to provide new treatments than to cut costs. The author also notes that slowing rates of new-business formation and reduced geographic mobility have probably reduced growth. To me, these shifts seem like symptoms of a political system that overregulates new entrepreneurship and new construction, as in highly productive places like San Francisco.

Mr. Vollrath convincingly dismisses three common explanations for lower growth: inequality, increased market concentration and trade with China. As he reminds us, inequality may be good for growth, as “the very rich tend to save a greater fraction of their income than the very poor.” Moreover, some “market power is required for innovation,” because markups compensate firms for “the time and effort put into innovating in the first place.” Trade with China could have reduced American growth by moving our economy out of manufacturing into services, but Mr. Vollrath’s quantification suggests that this effect is trivial.

Yet just because the China-trade shock has a small impact on growth doesn’t mean that the shock is unimportant. Compelling research shows that exposure to the China shock lowered wages and raised joblessness. Mr. Vollrath’s important book corrects the mistaken view that American productivity growth drastically slowed after 2000, but that doesn’t mean that all is well. Median earnings have stagnated for 40 years. Prime-aged men have increasingly left the labor force. Higher growth rates may not be possible, but perhaps better education and regulation might ensure that growth flows to a larger number of Americans.

  • Business Cycle
  • GDP
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  • Productivity
    • Workforce Reorganization
      • Manufacturing vs Services
  • Workforce
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Previous articleJanuary 10, 2020Americas mobile broadband consumers are getting a bargainUS mobile broadband consumers enjoy greater 4G access than expected relative to price paid, surpassing the expected 4G availability line. @ScottGanzNext articleJanuary 14, 2020A battle over gifted education is brewing in AmericaNew York City Public School Ethnicity and School Admission % highlights significant ethnic imbalances, with only 0.8% of Stuyvesant High School places offered to black pupils, despite them making up 25% of the district’s student population.
Showing 218 database articles primarily about Business Cycle

3% vs. 60%

AI Summary. Direct lending represents roughly 3% of total U.S. household and business debt, a fraction of the 60% share mortgages held at the peak of the housing bubble.

Torsten Sløk Apollo
Date Posted:
April 8, 2026
Is Database:
Database

Torsten Sløk notes the direct lending market is ~$2T or 3% of household and non-financial debt outstanding. To provide context, he shows that in 2006, on the eve of the crisis, mortgages accounted for ~60% of such debt.

Core argument: Direct lending represents a small but growing alternative to traditional bank financing for businesses and households.

The direct lending market is roughly $2 trillion, or about 3% of total debt outstanding for US households and businesses. By comparison, mortgages accounted for about 60% of total household and corporate debt at the peak of the housing bubble in 2006.

Takeaways by Macro Roundup® AI

  1. Direct lending represents a small but growing alternative to traditional bank financing for businesses and households.
  2. The mortgage market’s dominance has shifted dramatically since the 2006 housing peak, reducing systemic risk concentration.
  3. Non-bank lenders now capture meaningful market share in credit provision across the economy.

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Top 10% of Earners Drive a Growing Share of US Consumer Spending

Jonnelle Marte Bloomberg
Date Posted:
September 17, 2025
Is Database:
Database

Mark Zandi finds Americans in the top 10% of the income distribution accounted for 49.2% of consumer spending in Q2, the highest level since 1989.

Consumers in the top 10% of the income distribution accounted for 49.2% of total spending in the second quarter, up from 48.5% in the first quarter, reaching the highest level in data going back to 1989, according to an analysis of Federal Reserve data by Mark Zandi, chief economist for Moody’s Analytics. In contrast, the bottom 80% of the income distribution, or consumers making less than roughly $175,000 a year, have seen their spending merely keep pace with inflation since the pandemic.

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  • Business Cycle
  • GDP
  • Workforce
    • Inequality

Litigation Nation, Engineering Empire

Jonathon Sine Cogitations
Date Posted:
September 2, 2025
Is Database:
Database
Is Important:
Important

Jonathon Sine argues China “is moving beyond its breakneck industrial prime, facing similar dilemmas to those America confronted in the 1960s and 70s.” The ratio of science/engineering to humanities undergraduate majors is 2:1 in both the PRC and US.

Dan Wang’s “big idea” [is] “China is an engineering state, building big at breakneck speed, in contrast to the United States’ lawyerly society, blocking everything it can, good and bad.” I re-group US college majors according to Chinese disciplines to allow for rough comparison. Surprisingly, the ratio of science/engineering to humanities/social sciences is 2:1, the same as in China (if one groups management with science/engineering, as I also do for China). As with China today, America’s breakneck building phase was decidedly winding down by the 1960s. Urbanization went from 40% in 1900 to 70% by 1960, and grew much more incrementally over the next 60 years to 85% by 2020. The country simply did not need to continue building dams, expressways, and energy production facilities at breakneck pace. It became much more a matter of maintaining and upgrading (which has not gone well, at least according to the American Society of Civil Engineers’ report card). The American [building/investment slowdown that started after the 1970s] may be more about structural economic shifts than lawyers.

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  • Business Cycle
  • GDP
    • Growth

How America’s AI Boom Is Squeezing The Rest Of The Economy

Economist Staff The Economist
Date Posted:
August 19, 2025
Is Database:
Database
Is Important:
Important

As AI-related investment has risen since 2023, residential and nonresidential investment have declined or flatlined. This may suggest that a relatively rate-insensitive AI buildout is crowding out more interest-sensitive forms of investment.

Something like a sixth of the 2% rise in American real GDP over the past year has come from investments in computer and communications equipment, including chips, and data centres. Add in the grid upgrades to power AI models, plus the intellectual-property value of the software itself, and one estimate puts the boom’s contribution to real GDP growth at 40%. The trouble is that the very sector powering so much of America’s economic growth is squeezing the rest of its output. Housebuilders, for instance, cannot afford to be blithe about higher borrowing costs. Data centres have also constrained the rest of the economy by keeping energy prices high. Average American electricity bills have risen by 7% so far in 2025, at least in part due to the extra strain data centres have put on the grid. Real consumption has flatlined since December. Housebuilding has slumped, as has non-AI business investment.

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  • Business Cycle
  • GDP
  • Productivity
    • Innovation/Research
    • Investment

Is it Over?

Joseph Wang Fed Guy Blog
Date Posted:
August 18, 2025
Is Database:
Database

Following tepid reactions to the release of GTP-5, Joe Wang observes, “It is looking more like companies are spending hundreds of billions on rapidly depreciating GPUs that produce a commoditized product that most clients only modestly benefit from.”

GPT-5 users widely expressed disappointment in the capabilities of the new release, which seemed in some ways a step back. This sentiment is reflected in benchmarks that show a modest improvement in capabilities since the significant improvement in version 4 released two years ago. In addition, the benchmarks suggest a broader convergence in the capabilities of AI models. Commentary suggests this could be due to inherent limitations in the LLM technology and exhaustion of new training data. AI is fascinating technology, but it may not justify the enormous sums spent in its pursuit. It is looking more like companies are spending hundreds of billions on rapidly depreciating GPUs that produce a commoditized product that most clients only modestly benefit from. The entire macro landscape would look very different without the support of the AI boom.

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  • Business Cycle
  • GDP
    • Financial Markets
  • Productivity
    • Innovation/Research
    • Investment

US Households and Firms Are in Great Shape

Torsten Sløk Apollo
Date Posted:
March 31, 2025
Is Database:
Database

​​Torsten Sløk notes that US household and banking sector debt has fallen to its lowest level in decades as a % of GDP, while corporate leverage has moved sideways. “The bottom line is that the private sector in the US is in incredibly good shape.”

Household sector leverage and banking sector leverage have declined significantly since 2008. Over the same period, federal government leverage has increased significantly, and corporate leverage has moved sideways. The bottom line is that the private sector in the US is in incredibly good shape.

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    • Fiscal Deficits
    • Government Spending
  • GDP
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