Edward Conard

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How to Improve German Fiscal Policy Without Removing the Schuldenbremse

AI Summary. Nearly all net new German jobs since 1995 have been part-time, and the country's large trade surpluses indicate consumer spending and business investment are insufficient relative to domestic production. The authors argue that treating part-time workers as available for extra hours and closing the roughly 9-point gender employment gap would create fiscal space under Germany's debt brake.

Matthew Klein The Overshoot
Date Posted:
July 26, 2021
Is Database:
Database

Germany’s job market has seen a significant shift since 1995, with nearly all new jobs being part-time, highlighting a structural issue in its labor market. @M_C_Klein suggests addressing this issue could provide Germany with additional fiscal space under the Schuldenbremse.

Can employing underused workers create fiscal space under Germany's debt brake?

Core argument: Nearly all net new German jobs created since 1995 have been part-time, which the author identifies as a structural issue in Germany's labor market.

Since 1995, Germany's job market has seen a significant shift, with nearly all new jobs being part-time, highlighting a structural issue in its labor market. This trend reflects broader economic challenges, such as Germany's massive trade surpluses, which indicate insufficient consumer spending and business investment relative to domestic production. The employment gap between German women and men, about 9 percentage points in 2019, further underscores the underutilization of the workforce. Addressing these issues could involve modest policy adjustments, such as assuming part-time workers are willing to work extra hours and aligning gender employment gaps with Scandinavian levels. These changes could provide Germany with additional fiscal space under the Schuldenbremse [debt brake], allowing for more expansive fiscal policies without constitutional amendments. Such measures could help Germany operate closer to its economic potential, fostering growth and reducing reliance on part-time employment.

Takeaways by Macro Roundup® AI

  1. Nearly all net new German jobs created since 1995 have been part-time, which the author identifies as a structural issue in Germany's labor market.
  2. The employment gap between German women and men stood at about 9 percentage points in 2019, which the author reads as underutilization of the workforce, alongside trade surpluses indicating consumer spending and business investment are insufficient relative to domestic production.
  3. Assuming part-time workers are willing to work extra hours and aligning Germany's gender employment gap with Scandinavian levels could create additional fiscal space under the Schuldenbremse without constitutional amendments.

Matt Klein offers up evidence that German fiscal policy needs a sea change as the German economy is likely under its potential, "...Germany’s massive trade surpluses—which reflect insufficient consumer spending and business investment relative to domestic production—and its poor track record of creating full-time jobs since the end of reunification both suggest that the German economy is operating far below its potential....Replace the “non-accelerating wage rate of unemployment”, which was 3.4% in Germany in 2019, with the actual 2019 unemployment rate after subtracting the number of long-term jobless (1.2%)...Assume that the employment gap between German women and German men (about 9 percentage points in 2019) should be comparable to the gaps in Scandinavian countries (about 3 percentage points)...Assume that many part-time workers would be willing and able to work an extra 1-2 hours each day…”

How to Improve German Fiscal Policy Without Removing the Schuldenbremse: Extended Excerpt Image 1


Matthew Klein, "How to Improve German Fiscal Policy Without Removing the Schuldenbremse," The Overshoot, July 22, 2021, https://theovershoot.co/p/how-to-improve-german-fiscal-policy

How to Improve German Fiscal Policy Without Removing the Schuldenbremse

Much of Europe has been locked into decades of stagnation thanks to misguided ideas about how much governments should be allowed to spend and borrow. Instead of investing in growth and supporting household consumption, the public sector has systematically taxed too much and spent too little.1

Those harmful ideas have supporters everywhere, but the most influential proponents of needless austerity have been Germany’s business, academic, and policy elites. They were the ones who:

Led the push for public borrowing limits and prohibitions on “excessive deficits” in the Maastricht Treaty that created the European Union in 1992

Demanded that those limits be permanently enforced through regular monitoring and a system of penalties with the 1997 Stability and Growth Pact (SGP)

Inserted the Schuldenbremse, or “debt brake,” into Germany’s Basic Law in 2009

Exported that law to Germany’s neighbors by convincing them to agree to the Treaty on Stability, Coordination and Governance in the Economic and Monetary Union (the Fiscal Compact)

Kept German fiscal policy even tighter than required since 20142

While there were always Germans who opposed this consensus, they have long been in the minority. Ironically, German leaders were among the first to realize that the macroeconomic stance imposed by the European Central Bank and the SGP in the early 2000s would mire the country in stagnation, with Chancellor Gerhard Schröder calling for lower interest rates and exemptions to the strict limits on budget deficits.

But Schröder failed, and his successors—some of whom had helped designed those institutions in the first place—convinced themselves and the general public that “fiscal discipline” was helpful rather than harmful. Thus it was the center-left Social Democrat Peer Steinbrück who developed the Schuldenbremse when he was finance minister in 2005-2009.

Ahead of September’s federal elections, only the Greens have committed explicitly in their platform to altering the debt brake. They want to carve out an exemption for investments “in modern infrastructure and mobility, in energy conservation and energy-efficient construction, in education, research and innovation.”

So it’s worth paying attention to an intriguing new paper from Philippa Sigl-Glöckner, Max Krahé, Pola Schneemelcher, Florian Schuster, Viola Hilbert, and Henrika Meyer published by the Dezernat Zukunft’s Institute for Macrofinance. The whole thing is worth reading in full for its treatment of everything that’s wrong with the establishment consensus, as well as where Germany ought to end up.

Unsurprisingly, their preferred solution involves rewriting Germany’s constitution and the European treaties. That’s not an impossible hurdle—and is clearly the optimal solution—but it’s a big challenge. Fortunately, the authors show that it’s possible to shift to a less austere fiscal posture without altering Germany’s federal constitution or the treaties. A lot can be accomplished with a few technical tweaks to “the inputs to the calculation of potential output.”

The Potential of “Potential”

Article 109 of Germany’s Basic Law states that “the Federation and Länder may introduce rules intended to take into account, symmetrically in times of upswing and downswing, the effects of market developments that deviate from normal conditions,” while Article 115 gives the government discretion over “the procedure for the calculation of the yearly limit on net borrowing, taking into account the economic cycle.”

The big question is how to determine what’s “normal.” It’s more art (or pseudoscience) than science. But the ambiguity also provides an opportunity to reshape German—and perhaps even European—fiscal policy.

German law gives the task of estimating the Konjunkturkomponente (the cyclical component) to the finance ministry, which in turn uses a methodology developed in consultation with the European Commission. If the German economy is running below the official estimate of “potential,” Germany’s federal deficit can be bigger than the constitutional maximum of 0.35% of national income, while the states can also borrow more than their target deficit of zero.

The self-imposed budget limits across the rest of Europe are similarly based on estimates of each country’s “output gap,” with governments in economies with large output gaps having more flexibility than those that are ostensibly close to potential.

This flowchart from the paper explains how Germany’s borrowing rule is applied in practice:

How to Improve German Fiscal Policy Without Removing the Schuldenbremse: Extended Excerpt Image 2


As Sigl-Glöckner and her co-authors note, different methods for estimating potential could give governments in Germany and the rest of Europe substantially more fiscal space. Germany’s massive trade surpluses—which reflect insufficient consumer spending and business investment relative to domestic production—and its poor track record of creating full-time jobs since the end of reunification both suggest that the German economy is operating far below its potential.

How to Improve German Fiscal Policy Without Removing the Schuldenbremse: Extended Excerpt Image 3


Moreover, properly counting public and private investment in physical and human capital as measures that increase potential output could even transform infrastructure, R&D, and education spending from burdens on the budget into line items that would largely pay for themselves under a different interpretation of the existing treaties. That could help reverse Europe’s long-running public investment shortage—and even save lives. Germany’s recent floods were so deadly in part because of years of cuts to the number of municipal warning sirens that could have alerted people to evacuate.

How to Improve German Fiscal Policy Without Removing the Schuldenbremse: Extended Excerpt Image 4


Unfortunately, that’s not how “potential” works today

When I started The Overshoot, I pointed out the massive gap between what forecasters had reasonably expected on the eve of the financial crisis and what ended up happening. Rather than treating this as an ongoing catastrophe, most official forecasters have responded by progressively lowering their expectations of the global economy’s “potential.” See, for example, the Congressional Budget Office’s continual downgrades of what the U.S. economy can do.3

How to Improve German Fiscal Policy Without Removing the Schuldenbremse: Extended Excerpt Image 5


European technocrats have been even worse than their American counterparts, treating the ongoing depressions in Greece, Italy, and Spain as essentially inevitable and unfixable. That’s why those governments have been under relentless pressure from the European Commission to tighten their budgets and pay down their debts despite persistent sky-high joblessness. Robin Brooks, the chief economist of the Institute for International Finance, has been engaged for years in what he calls a “Campaign Against Nonsense Output Gaps”, to little avail.

Perhaps the most egregious model—which thankfully isn’t used anywhere to calibrate monetary or fiscal policy—is the one developed by Federal Reserve economists Kathryn Holston, Thomas Laubach, and John Williams (currently the President of the New York Fed) to estimate what they call R*, or the “natural rate of interest.”4 The HLW model implies that many rich countries were running “above potential” for years after the financial crisis.

How to Improve German Fiscal Policy Without Removing the Schuldenbremse: Extended Excerpt Image 6


The root problem is that estimates of “potential” are often reverse-engineered to explain past changes in the rate of inflation. If the inflation rate is steady, the economy is assumed to be around its potential. Accelerating inflation—even if it’s simply returning to the central bank’s target rate—is interpreted as a signal that an economy is operating “above potential.” But inflation tends to be both mean-reverting and stable regardless of economic conditions, which is why most models show economies returning to something close to their “potential” no matter what actually happens to production, employment, or living standards.

As Sigl-Glöckner and her co-authors put it, “ does not provide a well-founded direction for fiscal policy.” Estimates and models are repeatedly modified to generate “a minimum level of economic and political plausibility,” with the European Commission essentially turning off the computer during the pandemic to “to avoid implausibly large reductions in potential output.”

But it doesn’t have to be that way. Sigl-Glöckner and her co-authors suggest three small tweaks that would immediately help:

Replace the “non-accelerating wage rate of unemployment”, which was 3.4% in Germany in 2019, with the actual 2019 unemployment rate after subtracting the number of long-term jobless (1.2%)

Assume that the employment gap between German women and German men (about 9 percentage points in 2019) should be comparable to the gaps in Scandinavian countries (about 3 percentage points)

Assume that many part-time workers would be willing and able to work an extra 1-2 hours each day

Those modest changes would give the German government a bit of extra fiscal space once the debt brake turns back on in 2023, although not very much. Sigl-Glöckner and her co-authors think that “a full capacity utilisation fiscal policy requires, in the medium term, that the very architecture of rules built around output gaps, however calculated, should be abandoned.”

I’m not as pessimistic as they are about what could be accomplished solely by adopting a more expansive view of economic potential, although getting through my preferred changes might be more contentious than their proposed tweaks. But even their approach could have a substantial effect if adopted more widely across Europe.

More than half of all the unemployed in Italy are long-term unemployed, as are more than 70% of the unemployed in Greece. More than 20% of the “extended labor force” in Greece, Italy, and Spain were counted as unemployed or underemployed at the end of 2019. In France, the number was 17%. Even in Austria, the Netherlands, and Scandinavia, the “slack” in the job market represented more than 10% of the potential workforce. Those numbers are all far higher than in Germany.

There’s no substitute for changing minds

Europe’s harmful fiscal rules were the product of a misguided elite consensus. So while creatively reinterpreting those rules could accomplish a lot, replacing the underlying consensus that drove the continent into years of needless austerity is probably a necessary prerequisite.

There are hints that this could already be happening. Klaas Knot, the head of the Dutch central bank—normally a bastion of European conservatism—recently argued that “the SGP should be sufficiently flexible to allow for sizable and sustained expansionary fiscal policy, beyond normal automatic stabilization, if economic circumstances so dictate” and that governments “should also increase potential economic growth that ultimately generates the debt repayment capacity…by maintaining a sufficient level of public investment.”

Other officials at the European Central Bank have been calling for more expansive fiscal policy, and the ECB as a whole just pledged to underwrite a looser approach by committing to keep interest rates “at their present or lower levels” for years.

The laggards are the political leaders in the major economies, most notably in Germany. Hopefully the new paper from Sigl-Glöckner and her co-authors will help move the needle there.

1 The problem afflicts much of the rich world, not just Europe, but this piece is primarily about Europe and the problem is worst in Europe.

2 If you want to learn a lot more about those policy choices and their impact on Germany and the world, I recommend reading Trade Wars Are Class Wars.

3 In my previous piece, I looked at how some simple assumptions could lift the size of America’s latent labor force by more than 16% from what’s currently assumed by the Congressional Budget Office. That would go a long way to closing the gap between their forecasts of potential GDP from 2007 and more recently.

4 Whether such a thing exists is a topic for another time.

Ed Comment:That’s what happens if you make hiring more costly. Companies hire less/differently. Hard to see why min wage would be different.

  • Growth
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Higher Utilisation Explains The Recent Surge In Productivity Growth

AI Summary. Measured total factor productivity growth is estimated to come almost entirely from higher input utilisation rather than underlying efficiency gains, based on a method that infers unobserved capital and labour utilisation from movements in hours per worker. On this evidence, recent productivity gains reflect "working harder" rather than "working smarter.

Shane Boyle, John Fernald and Huiyu Li Center For Economic and Policy Research
Date Posted:
August 5, 2026
Is Database:
Database

US labor productivity has accelerated, with output per hour growing at a mean annual rate of 2.5% btw 2023–2026Q1, ~1pp above its 2005–2019 pace. The gains have largely been driven by higher input utilisation, which is ‘inherently temporary.”

Does higher input utilisation explain recent measured productivity growth?

Core argument: Since the beginning of 2024, utilisation growth accounts for essentially all measured total factor productivity growth, suggesting the measured productivity gains derive from "working harder" rather than "smarter".

Input utilisation is not observed directly for the entire economy;  it must be inferred. Consider a firm that wants to meet strong demand but has a given capital stock, workforce, and technology. It can ask its existing workers to work longer (which we observe). It can also run its capital longer. Each margin is costly, for example, overtime pay, so firms typically use all of them at once. The observed margin serves as a proxy for the unobserved ones. The method infers changes in industry utilisation from observed movements in hours per worker, scaled by an estimated pass-through of those movements into labour productivity. Industry estimates are aggregated using Domar weights, which reflect each industry’s importance. The stacked bars in Figure 2 show measured TFP growth split into [Fernald's] measure of utilisation growth in light grey and utilisation-adjusted TFP growth in dark grey. In 2023, utilisation growth was a drag on measured TFP growth, and utilisation-adjusted TFP growth soared. Since the beginning of 2024, however, utilisation accounts for essentially all TFP growth. For now, the measured productivity gains appear to derive from “working harder” rather than “smarter.”

Takeaways by Macro Roundup® AI

  1. Since the beginning of 2024, utilisation growth accounts for essentially all measured total factor productivity growth, suggesting the measured productivity gains derive from "working harder" rather than "smarter".
  2. In 2023, utilisation growth was a drag on measured TFP growth while utilisation-adjusted TFP growth soared, according to Fernald's decomposition of measured TFP.
  3. Economy-wide input utilisation is not observed directly and is inferred from movements in hours per worker, scaled by an estimated pass-through into labour productivity, with industry estimates aggregated using Domar weights.

Related Articles:

  • Productivity During and Since the Pandemic — Total factor productivity growth since early 2021 has run only slightly above its 2010–19 average, suggesting the 2020 productivity surge reflected cyclical dynamics layered on a continuation of the slow pre-pandemic trend. Productivity has since grown somewhat faster than the authors' analysis predicted, but remains well below the 1995–2004 pace.
  • The Impact of AI on the U.S. Labor Market — Using observed AI usage data across 321 U.S. occupations, the authors estimate that highly exposed occupations saw a 6.7% decline in real wage growth with no detectable employment effects. The estimated declines are concentrated among the lowest earners, with service workers down 24.3% and the bottom wage quartile down 10.7%, while top earners show no significant effect.
  • Why Wages And Productivity Look Set To Diverge Further — In the US, Europe and Japan, pay growth has decoupled from productivity growth, with productivity pulling ahead. US labor productivity, measured as real GDP per hour worked, is more than 5x its 1947 level while real hourly compensation is only about 3x, and median wage growth lags even further behind.
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Why Wages And Productivity Look Set To Diverge Further

AI Summary. In the US, Europe and Japan, pay growth has decoupled from productivity growth, with productivity pulling ahead. US labor productivity, measured as real GDP per hour worked, is more than 5x its 1947 level while real hourly compensation is only about 3x, and median wage growth lags even further behind.

Joel Suss Financial Times
Date Posted:
July 27, 2026
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In advanced economies, increases in labor productivity growth have decoupled from real wage growth, especially post-1980.

Are wages falling further behind productivity growth in advanced economies?

Core argument: US labour productivity, measured as real GDP per hour worked, is more than five times its 1947 level, while real hourly compensation is only about three times greater.

In the US, Europe and Japan, pay growth has decoupled from productivity growth, with the latter having pulled ahead. US Labour productivity — measured as real GDP per hour worked — is now more than five times greater than in 1947, whereas real hourly compensation is only about three times greater. Median wage growth has lagged even further behind productivity growth, with inequality pushing the average wage higher than the median. (The figures above show average rather than median wages; plotting median wages would show an even greater divergence.)

Takeaways by Macro Roundup® AI

  1. US labour productivity, measured as real GDP per hour worked, is more than five times its 1947 level, while real hourly compensation is only about three times greater.
  2. Pay growth has decoupled from productivity growth in the US, Europe and Japan, with productivity pulling ahead in all three.
  3. Median wage growth has lagged productivity growth by even more than average wage growth, as inequality pushes the average wage above the median.

Related Articles:

  • The Record Divide Between Corporate Profits and Worker Pay — Labor's share of gross domestic income fell to 51%, the lowest since records began in 1947, while profits' share rose to 12.1%, the highest since 1950. Inflation-adjusted hourly wages are up 3% since the end of 2019, compared with a 50% rise in profits.
  • AI and Productivity — The recent pickup in US labor productivity appears driven by higher utilization of existing capital—running factories, server racks, and hotel rooms harder—rather than by firm-level efficiency gains from AI. Adoption remains too thin and the cross-sectional evidence too weak to conclude that AI-driven productivity gains are already widespread.
  • Understanding Trends in Worker Pay over the Past 50 Years — Productivity growth has been unequal across industries, across firms within industries, and across workers within firms, slowing growth in both the productivity and the pay of the median worker. The authors argue that working- and middle-class men earlier received "breadwinner rents"—pay above their marginal value to employers—and then endured slow wage growth as women's workforce participation rose.
  • Growth
  • Productivity
  • Workforce
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What the World Cup Revealed About America

AI Summary. About 73m US households hold retirement accounts, mostly defined-contribution plans whose balances have risen $6.7tn, and 45m households account for nearly $15tn in annual outlays, close to 3x Germany's economy and 70% of China's GDP. This group's spending has sustained faster growth than comparably wealthy economies.

Jason Thomas Carlyle
Date Posted:
July 21, 2026
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Citing the spending of the top 45mm US households, Jason Thomas argues that US economic growth could be characterized less as ‘k-shaped’ than “travelling at two speeds, one roughly the same rate as Europe’s and another that’s racing far ahead.”

Does retirement wealth explain why US spending outpaces peer economies?

Core argument: Balances in US defined-contribution retirement plans have risen by $6.7tn since the start of 2019, a 12.7% annually compounded gain, with roughly 73 million US households holding retirement accounts.

Roughly 73 million US households have retirement accounts (primarily defined-contribution plans like 401ks) that consist primarily of claims on businesses whose revenue growth and market values provide another hedge against inflation. Balances in defined contribution plans have increased by $6.7 trillion (+12.7%, annually compounded) since the start of 2019. US personal savings rates have fallen sharply over the past year (from 5.5% in April 2025 to 3% in May 2026) but that seems entirely rational. If your retirement balance is far above where you expected it to be, why not spend a bit more of your current income than previously intended? If we net across these overlapping cohorts and exclude recent first-time home purchases, we’re left with 45 million households that combine to account for nearly $15 trillion in annual outlays. That’s an extraordinary sum, equal to nearly 3x the size of the entire German economy and 70% of the GDP of China. And this third of the population has not only been insulated from the inflation shock but also exhibits the propensity to spend out of wealth and income to an extent that’s sustained a far higher rate of GDP growth than observed in economies with comparable living standards.

Takeaways by Macro Roundup® AI

  1. Balances in US defined-contribution retirement plans have risen by $6.7tn since the start of 2019, a 12.7% annually compounded gain, with roughly 73 million US households holding retirement accounts.
  2. Netting overlapping cohorts and excluding recent first-time home purchases leaves 45 million US households accounting for nearly $15tn in annual outlays, equal to nearly 3x the German economy and 70% of China's GDP.
  3. The US personal savings rate fell from 5.5% in April 2025 to 3% in May 2026, a decline the article argues is rational when retirement balances sit far above expectations.

Related Articles:

  • K-Shaped Economy? — Available spending data does not support the narrative of a bifurcated "K-shaped" consumer economy: surveys show households earning under $50,000 reported spending growth of 5%, versus 4.6% for those earning over $100,000. Government data show the top income decile's share of aggregate spending at 22.8%, down from 23.4% a year earlier.
  • The K-Shaped Economy’s Defining Statistic Has Some Problems — The widely cited estimate that the top 10% of US earners account for 45% of consumer spending comes from a method combining Federal Reserve survey and financial-accounts data. Its author says he is more confident in the trajectory—a significant, consistent rise in the top 10% and 20% shares over 30–35 years—than the level.
  • The Two Europes — The International Monetary Fund projects Eastern European economies will close much of the gap with US per capita GDP — Poland from 34% to 67%, Romania 27% to 60%, Lithuania 29% to 69% — while Western Europe slips, with France falling from 86% to 71% and Italy from 93% to 68%.
  • Growth
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Cataloging Growth: A Re-Evaluation of 1900–1990

AI Summary. Using 5.1m product listings from Sears catalogs, the authors construct a quality-adjusted price index implying much lower goods inflation for 1900–1990 than standard deflators, with real goods consumption growing 39x rather than 10.3x. They estimate faster growth before World War II (5.4% a year, 1900–1939) than after (4.2%, 1946–1980).

Verónica Bäcker-Peral and Benjamin Wittenbrink Massachusetts Institute of Technology
Date Posted:
July 20, 2026
Is Database:
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Using 5.1mm Sears catalog listings and LLM-based hedonic estimation, this study finds real goods consumption grew 39-fold from 1900 to 1990, not 10.3-fold as official data imply, with the largest mismeasurement concentrated before WWII.

Does quality-adjusted pricing show faster goods consumption growth before the war?

Core argument: Using a quality-adjusted price index built from 5.1 million Sears catalog listings, the authors estimate real goods consumption grew by a factor of 39 between 1900 and 1990, compared with a factor of 10.3 using standard goods deflators.

Measuring real GDP growth requires distinguishing changes in prices from changes in product quality... systematic quality adjustment. price indexes are unavailable for much of the twentieth century. We construct a new quality-adjusted price index using 5.1 million product listings from Sears catalogs, 1900–1990. The resulting cost-of-living index implies substantially lower goods inflation than conventional deflators between 1900 and 1990, real goods consumption grew by a factor of 39 using our index,compared with a factor of 10.3 using standard goods deflators. Figure 5 shows our estimates of the cost-of-living index for consumer goods in the solid red line. The dashed black line shows average cumulated price changes for the same sample of consumer goods. The gap.is largest before World War II, reversing the conventional view that goods consumption growth was slower before 1945 than in the post-war decades.As Gordon puts it, 'the history of price changes from 1914 to 1947 [is] the black hole where little is known.' This paper sheds light on that black hole. We estimate average annual real goods consumption growth of 5.4% for 1900-1939 and 4.2% for 1946-1980... the era of fastest growth was in the prewar, not postwar, contrary to conventional estimates.

Takeaways by Macro Roundup® AI

  1. Using a quality-adjusted price index built from 5.1 million Sears catalog listings, the authors estimate real goods consumption grew by a factor of 39 between 1900 and 1990, compared with a factor of 10.3 using standard goods deflators.
  2. The authors estimate average annual real goods consumption growth of 5.4% for 1900–1939 and 4.2% for 1946–1980, implying the fastest growth came in the prewar rather than postwar era, contrary to conventional estimates.
  3. The new cost-of-living index implies substantially lower goods inflation than conventional deflators, with the gap largest before World War II, a period Gordon describes as "the black hole where little is known.".

Related Articles:

  • European vs. U.S. Economic Performance: An Update — Productivity growth from 2000-2019 was higher in the US than in western Europe, but almost half the gap disappears when information and communications technology is excluded, even though tech was 9.2% of US output versus 5.4% in the EU. The author estimates this difference in industrial mix accounts for roughly 40% of the overall productivity growth gap.
  • Is The Great Stagnation Actually Just a ‘So-So’ Stagnation? — Long-running U.S. tests show population average reading scores moved from 255 to 256 out of 500 and math from 266 to 271, despite educational attainment rising more than three years. The author argues that if added schooling has not raised productivity, measured total factor productivity growth has been understated, shrinking the apparent "Great Stagnation" by about a third.
  • Growth
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Can Africa Take The Asian Path To Growth?

AI Summary. Sub-Saharan Africa's cereal output is nearly 5x its 1960s level, but most gains came from cultivating more land rather than higher yields, and arable land per person has been falling for decades. Food and Agriculture Organisation data show cereal yields flat in recent years, with most African countries recording lower agricultural total factor productivity than a decade earlier.

Economist Staff The Economist
Date Posted:
July 15, 2026
Is Database:
Database

Most Sub-Saharan African countries had lower agricultural TFP in 2023 than they had a decade earlier. Btw 2008 and 2019, in the face of a rapidly rising population, small farms’ yields were falling by 3 to 4% per year.

Is Africa's crop growth coming from more land, not higher yields?

Core argument: Sub-Saharan Africa's farmers grow nearly five times as much cereal, such as maize and rice, as in the 1960s, but most of those gains came from cultivating more land rather than raising output per hectare.

In aggregate [sub-Saharan Africa's] farmers are growing more cereals, such as maize (corn) and rice, than ever: nearly five times as much as in the 1960s. But most of those gains came from cultivating more land, which cannot go on for ever. The amount of arable land per person has been falling for decades, and now sits at roughly the global average. That might not matter if farmers were also growing more crops per hectare. But recently gentle growth in agricultural productivity has given way to stagnation, perhaps even decline. Consider figures drawn from national statistics in Africa by the Food and Agriculture Organisation. Cereal yields did not grow between 2020 and 2024, the latest data point. Nor did total factor productivity (TFP), a measure of how efficiently inputs of all kinds (such as labour and machinery) are turned into produce. Most African countries had lower agricultural TFP in 2023 than a decade before.

Takeaways by Macro Roundup® AI

  1. Sub-Saharan Africa's farmers grow nearly five times as much cereal, such as maize and rice, as in the 1960s, but most of those gains came from cultivating more land rather than raising output per hectare.
  2. Cereal yields in Africa did not grow between 2020 and 2024, and neither did total factor productivity, a measure of how efficiently inputs such as labour and machinery are turned into produce, according to Food and Agriculture Organisation figures drawn from national statistics.
  3. Arable land per person in sub-Saharan Africa has been falling for decades and now sits at roughly the global average, while most African countries had lower agricultural total factor productivity in 2023 than a decade before.

Related Articles:

  • 21st-Century Africa Governance and Growth — Sub-Saharan Africa's GDP per capita has fallen relative to the world average over three decades, from 30% to 22%, reflecting the region's inability to sustain growth. Had it grown at the global pace since 1990, income per capita would be over 40% higher; at emerging East Asia's pace, nearly 3x higher.
  • Africa Needs 1 Billion Jobs by the End of the Century. Where Will It Find Them? — Africa's population, now about 1.5bn, is projected to reach 4bn by 2100, with sub-Saharan Africa approaching 3.5bn and Nigeria's working-age population forecast to exceed 320m. Between 2005 and 2020, Congo, Nigeria, Ethiopia and other large states averaged only one job created for every two entrants to the working-age population.
  • Changing Sub-Saharan Africa’s Growth Trajectory — Sub-Saharan Africa's working-age population is growing nearly 3% a year, versus close to zero in much of the world, and is projected to exceed China's within about a decade and reach a quarter of the global total. With modest productivity growth near 2%, the region is likely among the world's fastest-growing.
  • Growth
  • GDP
  • Productivity
  • Workforce
    • Demographics

AI, Immigration, and Collapsing Labor Force Participation

AI Summary. As labor force participation falls, a shrinking group of workers generates the income, taxes, and innovation supporting a growing number of non-workers, leaving the economy more fragile because labor shocks are concentrated among fewer participants. Labor scarcity raises the return on automation, robotics, and software, making growth depend on productivity rather than participation.

Paul Kedrosky Applied Complexity
Date Posted:
July 8, 2026
Is Database:
Database

Overall LFP is at a 50-year low. Kedrosky warns, “As fewer adults work or seek work, a larger fraction of voters experience the economy mostly as consumers, retirees, or rentiers, not as workers…[which] changes incentives around….taxation and redistribution.”

How does falling labor force participation reshape growth and fragility?

Core argument: Falling labor force participation leaves a shrinking core of workers generating the income, taxes, and innovation that support a growing number of non-workers, and makes the economy more fragile because labor shocks are concentrated among fewer participants.

As fewer adults work or seek work, a larger fraction of voters experience the economy mostly as consumers, retirees, or rentiers, not as workers. That changes political incentives around wages, immigration, AI, taxation, and redistribution. The economy becomes increasingly dependent on a shrinking core. A shrinking group of workers generates the income, taxes, and innovation that support a growing number of non-workers. The economy becomes more fragile because labor shocks are concentrated among fewer participants. Capital must increasingly substitute for labor. Labor scarcity raises the return on automation, AI, robotics, and software. The AI bet becomes as much about compensating for workers' absence as simple replacement. Growth increasingly depends on productivity, on not participation. Any [productivity] miss will be much more consequential than in the past, given that labor no longer picks up the slack.

Takeaways by Macro Roundup® AI

  1. Falling labor force participation leaves a shrinking core of workers generating the income, taxes, and innovation that support a growing number of non-workers, and makes the economy more fragile because labor shocks are concentrated among fewer participants.
  2. As more voters experience the economy as consumers, retirees, or rentiers rather than workers, political incentives shift around wages, immigration, AI, taxation, and redistribution.
  3. Labor scarcity raises the return on automation, AI, robotics, and software, making the AI bet as much about compensating for workers' absence as replacing them, with growth depending on productivity rather than participation and any productivity miss more consequential than in the past.

Related Articles:

  • Baby Busts and Growth Booms: Demographic Change and the Macroeconomy — A 1pp lower birth rate 20 years earlier is associated with 22 log points higher output per worker 20 years later and 29 log points higher after 40 years, about 0.73pp faster annual growth. The authors find lower birth rates are also associated with more labor-saving patents, larger high-tech shares, and higher productivity growth.
  • Have We Entered an Era of High Productivity Growth? — Labor productivity has grown solidly while the San Francisco Federal Reserve's total factor productivity index, which adjusts for the equipment and technology workers use, has grown modestly, suggesting gains so far reflect better tools rather than broader advances. A regime-switching model puts the probability of a high-productivity regime at 57% using labor productivity and 21% using total factor productivity.
  • The Budget and Economic Outlook: 2026 to 2036 — The Congressional Budget Office projects the federal deficit will grow from $1.9tn (5.8% of GDP) to $3.1tn (6.7%) over a decade, above the 3.8% averaged over the past 50 years, with rising net interest costs driving much of the increase. Federal debt held by the public is projected to rise from 101% to 120% of GDP.
  • Growth
  • Fiscal Policy
    • Fiscal Deficits
    • Government Spending
    • Taxation
  • GDP
  • Productivity
  • Workforce
    • Demographics
    • Unemployment/Participation
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