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
Buy the Books
  • Macro Roundup
  • About Roundup
  • About Ed Conard
  • Highlights
  • Topics
  • Subscribe
Edward Conard
  • twitter
  • facebook
  • linkedin
  • youtube
  • Email
  • Text Message (SMS)
  • Twitter/X
  • LinkedIn
  • Facebook
  • WhatsApp Message
Subscribe to Macro Roundup Emails
  • Mentions 442
  • Primary focus 219
Showing 219 database articles primarily about Business Cycle
Currently filtering by:
  • Remove Business Cycle
  • Remove "primary topics only" restriction
  • Remove 'Database'
Show all 7,201 articles
For whatever topics you select (currently: Business Cycle):
Choose search scope

Your importance filter 'Database' shows fewer articles.

Remove filters to see full article counts

Germanys Economy, Once Europes Engine, Is Holding It Back

Tom Fairless Wall Street Journal
Date Posted:
November 12, 2021
Is Database:
Database

German industrial output in August 2021 was 9% under 2015 level, eurozone as whole increased 2%. @TomFairless @WSJ

German industrial output in August 2021 was 9% below its 2015 level, contrasting with a 2% increase for the eurozone. This decline is part of a broader stagnation since 2017, affecting an economy where 30% of jobs rely on exports. The IMF lowered Germany's 2021 growth forecast to 3.1%, expecting it to lag behind France and the U.K. by 2023. German auto production, a key sector, has fallen over 50% since 2017, reducing its global market share from 7% to 5%. The automotive industry supports 800,000 jobs and accounts for 5% of GDP. Challenges include supply chain issues, energy costs, and a shift to electric vehicles. Proposed economic reforms aim to boost domestic growth and reduce foreign dependency, but risks remain.

Germany once again sick man of Europe?"... German industrial output in August was about 9% below its 2015 level, compared with a 2% increase for the eurozone as a whole, according to the European Union’s statistics agency. In Italy, whose manufacturers are closely tied with Germany’s, industrial output rose about 5% over the six-year period. The International Monetary Fund recently lowered its forecast for German economic growth in 2021 to 3.1%, from 3.6%. It expects Germany’s economy to recover roughly in line with France and the U.K. through 2022, then fall behind starting in 2023. The malaise is fueling a debate among business and political leaders over whether the German economy needs a reboot and what it should look like. The three parties negotiating a new coalition government following September’s election want to increase public investments, raise wages and streamline planning procedures, which could boost domestic sources of growth and make companies less dependent on foreign demand....The weakness in Germany’s economy predates the Covid-19 pandemic. German industrial output and exports began stagnating in 2017, posing a problem for an economy where some 30% of jobs and output are tied to overseas demand, roughly four times the share in the U.S. The last time growth in Germany lagged markedly behind that of European neighbors was in the late 1990s and early 2000s, before a series of unpopular economic overhauls revived the country’s competitiveness. For a few years, Germany was the world’s biggest exporter of goods....German auto production has fallen by more than 50% since 2017, to around 200,000 a month. In the nine months through September, it declined slightly from the year-earlier period, compared with a roughly 10% year-over-year increase in global light-vehicle production over the same period. Germany’s share of global motor-vehicle production fell from about 7% to 5% in the five years through 2020, the data show. Germany’s automotive industry, by far the biggest in Europe, supports about 800,000 German jobs and accounts for 5% of the nation’s overall economic output. Three-quarters of cars made in Germany are exported...."

Tom Fairless, "Germany’s Economy, Once Europe’s Engine, Is Holding It Back,"Wall Street Journal, November 8, 2021, https://www.wsj.com/articles/germany-economy-lagging-behind-europe-supply-chain-11636383954

Germany’s Economy, Once Europe’s Engine, Is Holding It Back

BAD MARIENBERG, Germany—Germany’s export-oriented economy used to be a reliable engine for pulling Europe out of slumps. Now, as the continent emerges from a pandemic torpor, Germany is lagging behind.

German manufacturers are struggling to produce cars and factory equipment because of parts and labor shortages. They face surging energy prices that are making sky-high electricity bills even higher. And they must invest hundreds of billions of dollars over coming years to meet new clean-energy standards.

The era of easy foreign trade and rapid globalization has given way to geopolitical tensions, transport bottlenecks and pressure to manufacture locally. Chinese businesses, Germany’s biggest customers, are turning into competitors. Demand for German luxury cars hangs in the balance as the world shifts toward electric vehicles.

German industrial output in August was about 9% below its 2015 level, compared with a 2% increase for the eurozone as a whole, according to the European Union’s statistics agency. In Italy, whose manufacturers are closely tied with Germany’s, industrial output rose about 5% over the six-year period.

The International Monetary Fund recently lowered its forecast for German economic growth in 2021 to 3.1%, from 3.6%. It expects Germany’s economy to recover roughly in line with France and the U.K. through 2022, then fall behind starting in 2023.

The malaise is fueling a debate among business and political leaders over whether the German economy needs a reboot and what it should look like. The three parties negotiating a new coalition government following September’s election want to increase public investments, raise wages and streamline planning procedures, which could boost domestic sources of growth and make companies less dependent on foreign demand.

If implemented, the plans would represent the most comprehensive economic overhaul in years. Some economists think they also carry significant risks.

The weakness in Germany’s economy predates the Covid-19 pandemic. German industrial output and exports began stagnating in 2017, posing a problem for an economy where some 30% of jobs and output are tied to overseas demand, roughly four times the share in the U.S.

Germanys Economy, Once Europes Engine, Is Holding It Back: Extended Excerpt Image 1


The last time growth in Germany lagged markedly behind that of European neighbors was in the late 1990s and early 2000s, before a series of unpopular economic overhauls revived the country’s competitiveness. For a few years, Germany was the world’s biggest exporter of goods.

Hans Eichel, a former German finance minister who presided over some of those reforms in 2003, said that today “the external environment is more difficult than 20 years ago. Even China is looking more and more toward internal demand.”

At Wilo SE, a pump manufacturer in northwest Germany, sales rose by more than 50% in the eight years through 2017, to €1.4 billion, or about $1.6 billion, driven mainly by new markets such as China. Since then, its sales, most of which come from outside Germany, have been roughly flat.

To guard against trade disruptions and protectionism, Chief Executive Oliver Hermes said, the company is shifting production and executives closer to its customers. It is establishing a second headquarters in Beijing and plans a third in the U.S., and will add production sites in China and India.

The shift toward more localized production could mean “less export from Germany,” Mr. Hermes said, meaning fewer jobs in its home country. The company recently said it would close a factory in Eastern Germany, cutting or shifting 120 jobs.

Like other German auto suppliers, Mann+Hummel, a manufacturer of air-filtration systems based in southern Germany, faces a tricky transition as gas and diesel engines are phased out. Its sales declined about 9% last year as global car sales slowed during the pandemic.

“Supply-chain challenges and trade disputes have put stress on our model,” said Chief Executive Kurk Wilks. Raw material prices are rising, China’s economy isn’t growing as fast, and there are labor shortages, especially in the U.S., he said. “Beyond price increases, it’s the shortages of materials, certain commodities or shipping or transport,” he said.

The company has warned it could lose sales and market share if cleaner technologies such as electric motors displace gas and diesel engines, where its expertise lies. The company has announced plans to close several production facilities.

A decline in German car production this summer, mainly due to a persistent chip shortage, was the single biggest contributor to the overall drop in industrial output over that period.

Germanys Economy, Once Europes Engine, Is Holding It Back: Extended Excerpt Image 2


German auto production has fallen by more than 50% since 2017, to around 200,000 a month. In the nine months through September, it declined slightly from the year-earlier period, compared with a roughly 10% year-over-year increase in global light-vehicle production over the same period. Germany’s share of global motor-vehicle production fell from about 7% to 5% in the five years through 2020, the data show.

Germany’s automotive industry, by far the biggest in Europe, supports about 800,000 German jobs and accounts for 5% of the nation’s overall economic output. Three-quarters of cars made in Germany are exported.

German manufacturers have invested in electric vehicles, but such vehicles require far fewer parts than traditional ones. By 2030, 30% to 50% of all new car registrations in the European Union will need to be for electric cars if the continent is to meet its carbon-dioxide emissions targets, according to Deutsche Bank analysts.

The economy is one of the topics in the negotiations between the center-left Social Democrats, the environmentalist Greens and the pro-market FDP to form a coalition government. On Oct. 15, the three parties disclosed preliminary plans to increase public investments, especially in climate protection, high-speed internet, education, research and infrastructure.

“It will be the biggest industrial modernization project that Germany has carried out probably for over 100 years, and it will really help our economy,” said Olaf Scholz, the Social Democrats’ leader and likely future German chancellor.

After years of belt-tightening aimed at honing competitiveness, German businesses and the country’s public infrastructure are suffering from underinvestment, economists say. Germany’s net investment rate has been around 0.5% of economic output since the turn of the century, compared with about 1% for Italy and 1.5% for the U.S., according to the World Bank. German net public investment has fallen below zero as existing assets depreciate.

Some economists contend that Germany’s small national market means domestic demand alone, even the kind driven by investment rather than just consumption, will never support engineering businesses that often export 80% of their products.

“Germany will always be…an export country,” said Gordon Riske, CEO of Kion Group AG, a Frankfurt-based manufacturer of forklift trucks. “For us in particular, the revenue is outside of Germany, and we have to invest where customers are.”

Although the winners of September’s election have presented the green transition as an economic opportunity, business groups and analysts say it will add costs and endanger jobs. Higher carbon and electricity prices and investments in cleaner production processes and research will eat into already dwindling profits, they warn, especially in a manufacturing-focused, energy-hungry economy.

The country’s green-energy transition will require investments of €5 trillion through 2045, or 5.2% of Germany’s annual economic output, on average, every year, according to a study published in October by KfW, the state-owned development bank. That is considerably more than the roughly €2 trillion spent reunifying West Germany with the formerly communist East Germany in the two decades after 1990.

“Germany’s entire business model is at stake,” said Oliver Bäte, CEO of German financial-services group Allianz SE. “If we get energy transition wrong, our economic core gets into trouble and an economic crisis becomes inevitable.”

Germany’s labor force grew by almost four million during Chancellor Angela Merkel’s 16-year tenure, as strong growth sucked in older workers and immigrants. The workforce is now projected to shrink by the same amount over the next decade. Experts say reserves of fresh workers in Germany and Eastern Europe may largely be depleted.

Markus Mann, an entrepreneur in rural western Germany whose business manufactures wood pellets for use as fuel, said he recently sent a “Wanted” poster to his 80 employees, promising a €500 reward for new staff referrals. He has raised wages for his staff by 3.5%, around double the usual annual increase. Unemployment in the region is 2.8%. “I need to offer a bounty,” he said.

The three coalition parties want to cut in half the time it takes for authorities to approve new investment projects, currently a serious hurdle for businessmen like Mr. Mann. Government bureaucracy costs German firms about €55 billion a year, roughly half the total amount invested in research and development, according to Germany’s federal statistics agency.

Tesla Inc. hasn’t yet received approval for a roughly $6 billion factory outside Berlin that is expected to create 12,000 jobs. The auto maker has been building the plant for almost two years and has delayed its opening from July. The company recently built a factory in Shanghai in less than a year.

Thirty years ago, Mr. Mann said, he borrowed money from his father to build a wind turbine near his home, about 30 miles from the nearest large town. Government approval took three months, and the official assessment covered four sheets of paper and cost about €5,000 in today’s money.

More recently, he sought permission to replace his old turbines with new ones that produced 40 times as much energy. This time, the approval process lasted seven years and cost almost €300,000, for an investment worth about €5.5 million, he said.

A spokesman for local authorities said that because the new turbines are much larger than the old ones, they could have a larger environmental effect, and hence require more testing.

ElringKlinger AG, a car-parts manufacturer in southern Germany, has started producing batteries and fuel cells, part of the industry’s shift toward cleaner technologies. The new production processes are highly automated, said Chief Executive Stefan Wolf, “which means we need far fewer employees than for building internal-combustion engines.” Total employment shrank by about 7% between 2018 and 2020, to about 9,700.

“We have very high labor costs, very high energy costs, and in the last five years, we have seen an enormous increase in bureaucracy,” said Mr. Wolf. “Germany might soon be the sick man of Europe again.”

  • Business Cycle
  • GDP
    • Growth
    • Trade (not deficits)
Previous articleNovember 12, 2021Women's Labor Force Exits during COVID-19: Differences by Motherhood, Race, and EthnicityDuring the COVID-19 pandemic, labor force exits were disproportionately high among Black and Hispanic women, driven by caregiving demands. Latinas exited at rates 6pp above White women, while Black women saw a 4-point increase.Next articleNovember 12, 2021New York Democrats Keep Losing Ground with Hispanic and Asian Voters@MatthewThomas, New York Democrats are losing ground with Hispanic and Asian voters, with 75% Asian districts seeing a 14pp swing to GOP and 75% Hispanic districts a 30pp swing since 2017.
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.

Related Articles:

  • JPMorgan Marking Down Loan Portfolios Of Private Credit Groups — JPMorgan has marked down the value of loans made to software companies by private credit groups. These loans are collateral for JPM’s lending to private…
  • Data Update 7 for 2026: Debt and Taxes — Damodaran argues that the private credit industry’s increasing financing of the AI buildout is another sign that “a shakeout is overdue, which will…
  • Business Cycle
  • GDP
    • Financial Markets

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.

Related Articles:

  • The U.S. Economy Depends More Than Ever on Rich People — The top 10% of US earners now account for nearly half of all personal spending, according to Moody’s @Markzandi, up from 36% three decades ago. “The finances…
  • To Understand America Today, Study the Zero-Sum Mindset — Zero-sum thinking, in terms of political and policy views is strongly associated with lower levels of intergenerational upward mobility. @S_Stantcheva notes…
  • Zero-Sum Thinking and the Roots of U.S. Political Divides — Zero-sum thinking in terms of political and policy views is strongly associated with lower levels of intergenerational upward mobility. @S_Stantcheva…
  • 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.

Related Articles:

  • Industrial Colossus: China vs 1950s America — Jonathan Sine argues China’s global manufacturing share is likely near its peak as growth has slowed from 1.5% to 0.5% btw 2010 and today due to…
  • The Real China Model — Electricity supplies nearly 30% of China’s energy use today and is growing at an annual rate of 6%. In the US, electricity accounts for 22% of energy use and…
  • America’s Housing Affordability Crisis and the Decline of Housing Supply — Why are constant-quality house prices 15% above their pre-2007 peak? Ed Glaeser notes that US housing grew just 0.6% annually in the 2010s, down from 4% in the…
  • 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.

Related Articles:

  • Honey, AI Capex is Eating the Economy — Kedrosky estimates capex related to the datacenter buildout is ~20% of the railroad buildout in the 1880s and rising, though he cautions AI datacenter…
  • Back to Our Regularly Scheduled Programming — The four major “hyperscalers” continue to have a large gap btw AI spending ($440B in 2024 and $596B in 2025) and AI revenues. The four firms now account for…
  • The AI Boom’s Hidden Risk to the Economy — Btw 2016 and 2023, Alphabet, Amazon, Meta and Microsoft’s free cash flow and net earnings ~ tracked each other; since 2023, net earnings have risen 73%…
  • 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.

Related Articles:

  • Honey, AI Capex is Eating the Economy — Kedrosky estimates capex related to the datacenter buildout is ~20% of the railroad buildout in the 1880s and rising, though he cautions AI datacenter…
  • Back to Our Regularly Scheduled Programming — The four major “hyperscalers” continue to have a large gap btw AI spending ($440B in 2024 and $596B in 2025) and AI revenues. The four firms now account for…
  • AI’s $600B Question — .@DavidCahn6 at @sequoia argues that because of lack of pricing power and rapidly improving chip technologies, multi-$B investments in current-generation GPUs…
  • 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.

Related Articles:

  • Global Debt Report 2025 — Over the next two years, the US must refinance debt exceeding 25% of GDP at sharply higher rates. Treasuries issued in 2024 carried an average yield…
  • The Long-Term Budget Outlook: 2025 to 2055 — Debt as a % of GDP will hit an all-time high of 107% in 2029 up from 98% of GDP in 2024, @USCBO forecasts. The forecast assumes 10-year Treasuries will yield…
  • Our Thoughts on Large US Deficits and Their Impact on Bond Yields — Bridgewater believes an increase in the deficit to 7-8% of GDP will not put undue pressure on bond yields. They argue rates reflect total credit creation…
  • Business Cycle
  • Fiscal Policy
    • Fiscal Deficits
    • Government Spending
  • GDP
© Copyright 2026 Coherent Research Institute · All Rights Reserved · Privacy · Terms