Baby Busts and Growth Booms: Demographic Change and the Macroeconomy

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Baby Busts and Growth Booms: Demographic Change and the Macroeconomy

Daron Acemoglu,

David Autor,

Keelan Beirne

& Andrew Scott

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Working Paper 35401

DOI 10.3386/w35401

Issue Date July 2026

The secular decline in birth rates across the globe over the past seven decades has slowed population growth, raised average ages, and reshaped labor markets and the macroeconomy. Contrary to the widespread expectation that these trends hamper economic growth, we find lower birth rates are associated with higher growth in GDP per working-age adult across countries and higher wage growth across US commuting zones, with no negative impact on aggregate GDP or earnings. These patterns are not explained by educational upgrading, rising female labor force participation, the declining importance of agriculture, or neoclassical-Solow mechanisms. We argue that they reflect the endogenous, labor-saving response of technology to the scarcity of younger workers. Consistent with this interpretation, countries and regions with lower birth rates exhibit more labor-saving patents and growing high-tech activity. There is also higher TFP growth across countries and industries. Exploiting cross-country variation in WWII military and civilian deaths, we find that declines in younger population, rather than population size per se, drive our results.

Acknowledgements and Disclosures

We thank Lauren Qu and Joanne Yongyin Liang for excellent research assistance. Acemoglu and Autor gratefully acknowledge financial support from the Hewlett Foundation, the Smith Richardson Foundation, and the James and Cathleen D. Stone Foundation. Autor also thanks the Google Technology and Society Visiting Fellows Program, the NOMIS Foundation, and the Schmidt Sciences AI2050 Fellowship for research support. Scott acknowledges ESRC grant T002204. We are also grateful to Iris Kesternich for generously sharing with us data on World War II deaths. The views expressed herein are those of the authors and do not necessarily reflect the views of the National Bureau of Economic Research.

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Daron Acemoglu, David Autor, Keelan Beirne, and Andrew Scott, "Baby Busts and Growth Booms: Demographic Change and the Macroeconomy," NBER Working Paper 35401 (2026), https://doi.org/10.3386/w35401.

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Macroeconomics

Consumption and Investment

Labor Economics

Demography and Aging

Labor Compensation

Development and Growth

Innovation and R&D

Growth and Productivity

Programs

Economics of Aging

Children and Families

Economic Fluctuations and Growth

International Finance and Macroeconomics

Labor Studies

Public Economics

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