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Death by Robots? Automation and Working-Age Mortality in the United States

Author

Listed:
  • O'Brien, Rourke
  • Bair, Elizabeth F.
  • Venkataramani, Atheendar S.

Abstract

The decline of manufacturing employment is frequently invoked as a key cause of worsening U.S. population health trends, including rising mortality due to “deaths of despair.” Increasing automation—the use of industrial robots to perform tasks previously done by human workers—is one structural force driving the decline of manufacturing jobs and wages. In this study, we examine the impact of automation on age- and sex-specific mortality. Using exogenous variation in automation to support causal inference, we find that increases in automation over the period 1993–2007 led to substantive increases in all-cause mortality for both men and women aged 45–54. Disaggregating by cause, we find evidence that automation is associated with increases in drug overdose deaths, suicide, homicide, and cardiovascular mortality, although patterns differ by age and sex. We further examine heterogeneity in effects by safety net program generosity, labor market policies, and the supply of prescription opioids.

Suggested Citation

  • O'Brien, Rourke & Bair, Elizabeth F. & Venkataramani, Atheendar S., 2022. "Death by Robots? Automation and Working-Age Mortality in the United States," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 59(2), pages 607-628.
  • Handle: RePEc:zbw:espost:270859
    DOI: 10.1215/00703370-9774819
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    References listed on IDEAS

    as
    1. Leo Feler & Mine Z. Senses, 2017. "Trade Shocks and the Provision of Local Public Goods," American Economic Journal: Economic Policy, American Economic Association, vol. 9(4), pages 101-143, November.
    2. Atheendar S Venkataramani & Rourke O’Brien & Gregory L Whitehorn & Alexander C Tsai, 2020. "Economic influences on population health in the United States: Toward policymaking driven by data and evidence," PLOS Medicine, Public Library of Science, vol. 17(9), pages 1-17, September.
    3. Browning, Martin & Heinesen, Eskil, 2012. "Effect of job loss due to plant closure on mortality and hospitalization," Journal of Health Economics, Elsevier, vol. 31(4), pages 599-616.
    4. David Autor & Anna Salomons, 2018. "Is Automation Labor Share–Displacing? Productivity Growth, Employment, and the Labor Share," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 49(1 (Spring), pages 1-87.
    5. Anne Case & Angus Deaton, 2017. "Mortality and Morbidity in the 21st Century," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 48(1 (Spring), pages 397-476.
    6. Alex Chernoff & Casey Warman, 2023. "COVID-19 and implications for automation," Applied Economics, Taylor & Francis Journals, vol. 55(17), pages 1939-1957, April.
    7. Ganong, Peter & Shoag, Daniel, 2017. "Why has regional income convergence in the U.S. declined?," Journal of Urban Economics, Elsevier, vol. 102(C), pages 76-90.
    8. repec:aph:ajpbhl:10.2105/ajph.2017.304080_0 is not listed on IDEAS
    9. Devin Caughey & Christopher Warshaw, 2016. "The Dynamics of State Policy Liberalism, 1936–2014," American Journal of Political Science, John Wiley & Sons, vol. 60(4), pages 899-913, October.
    10. David H. Autor, 2015. "Why Are There Still So Many Jobs? The History and Future of Workplace Automation," Journal of Economic Perspectives, American Economic Association, vol. 29(3), pages 3-30, Summer.
    11. Ellwood, David T & Fine, Glenn, 1987. "The Impact of Right-to-Work Laws on Union Organizing," Journal of Political Economy, University of Chicago Press, vol. 95(2), pages 250-273, April.
    12. Daniel Sullivan & Till von Wachter, 2009. "Job Displacement and Mortality: An Analysis Using Administrative Data," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(3), pages 1265-1306.
    13. Jérôme Adda & Yarine Fawaz, 2020. "The Health Toll of Import Competition," The Economic Journal, Royal Economic Society, vol. 130(630), pages 1501-1540.
    14. Daron Acemoglu & Pascual Restrepo, 2020. "Robots and Jobs: Evidence from US Labor Markets," Journal of Political Economy, University of Chicago Press, vol. 128(6), pages 2188-2244.
    15. Dow, William H. & Godøy, Anna & Lowenstein, Christopher & Reich, Michael, 2020. "Can Labor Market Policies Reduce Deaths of Despair?," Journal of Health Economics, Elsevier, vol. 74(C).
    16. McCarrier, K.P. & Zimmerman, F.J. & Ralston, J.D. & Martin, D.P., 2011. "Associations between minimum wage policy and access to health care: Evidence from the behavioral risk factor surveillance system, 1996-2007," American Journal of Public Health, American Public Health Association, vol. 101(2), pages 359-367.
    17. repec:bin:bpeajo:v:49:y:2019:i:2018-01:p:1-87 is not listed on IDEAS
    18. Ruhm, Christopher J., 2019. "Drivers of the fatal drug epidemic," Journal of Health Economics, Elsevier, vol. 64(C), pages 25-42.
    19. Christian Gunadi & Hanbyul Ryu, 2021. "Does the rise of robotic technology make people healthier?," Health Economics, John Wiley & Sons, Ltd., vol. 30(9), pages 2047-2062, September.
    20. Courtney C. Coile & Mark G. Duggan, 2019. "When Labor's Lost: Health, Family Life, Incarceration, and Education in a Time of Declining Economic Opportunity for Low-Skilled Men," Journal of Economic Perspectives, American Economic Association, vol. 33(2), pages 191-210, Spring.
    21. Elira Kuka, 2020. "Quantifying the Benefits of Social Insurance: Unemployment Insurance and Health," The Review of Economics and Statistics, MIT Press, vol. 102(3), pages 490-505, July.
    22. Alan B. Krueger, 2017. "Where Have All the Workers Gone? An Inquiry into the Decline of the U.S. Labor Force Participation Rate," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 48(2 (Fall)), pages 1-87.
    23. Montez, J.K., 2017. "Deregulation, devolution, and state preemption laws' impact on us mortality trends," American Journal of Public Health, American Public Health Association, vol. 107(11), pages 1749-1750.
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    Cited by:

    1. Mariia Vasiakina & Christian Dudel, 2024. "From efficiency to illness: do highly automatable jobs take a toll on health in Germany?," MPIDR Working Papers WP-2024-041, Max Planck Institute for Demographic Research, Rostock, Germany.
    2. Giuntella, Osea & König, Johannes & Stella, Luca, 2023. "Artificial Intelligence and Workers' Well-Being," IZA Discussion Papers 16485, Institute of Labor Economics (IZA).
    3. Yue Sun, 2025. "How do States’ Environmental Policy Contexts Predict Geographic Disparities in Cardiovascular Disease Mortality?," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 44(5), pages 1-24, October.
    4. Shannon M. Monnat, 2022. "Demographic and Geographic Variation in Fatal Drug Overdoses in the United States, 1999–2020," The ANNALS of the American Academy of Political and Social Science, , vol. 703(1), pages 50-78, September.
    5. Liu, Qiren & Luo, Sen & Seamans, Robert, 2024. "Pain or anxiety? The health consequences of rising robot adoption in China," Economics Letters, Elsevier, vol. 236(C).
    6. Nie, Aiyun & Guo, Xiaobin & Feng, Dawei, 2025. "Can robot applications safeguard workers’ health? Evidence from China," Journal of Asian Economics, Elsevier, vol. 100(C).
    7. repec:osf:socarx:nkydt_v1 is not listed on IDEAS
    8. Mariia Vasiakina & Christian Dudel, 2025. "The hidden costs of technological change: investigating pathways through which highly automatable jobs undermine workers’ health in Germany," MPIDR Working Papers WP-2025-032, Max Planck Institute for Demographic Research, Rostock, Germany.
    9. Janis Umblijs & Kjersti Misje Østbakken, 2025. "Sick of Robots—Heterogeneous Effects of Industrial Robots on Sickness Absence," Health Economics, John Wiley & Sons, Ltd., vol. 34(10), pages 1882-1906, October.
    10. Camacho, Christine & Webb, Roger T. & Bower, Peter & Munford, Luke, 2024. "Risk factors for deaths of despair in England: An ecological study of local authority mortality data," Social Science & Medicine, Elsevier, vol. 342(C).
    11. Dylan S Connor & Aleksander K BergArizona & Tom Kemeny & Peter J Kedron, 2024. "Who gets left behind by left behind places?," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 17(1), pages 37-58.
    12. Michael Cauvel & Miguel Alejandro Sanchez, 2023. "Life Expectancy and the Labor Share in the U.S," Working Papers PKWP2308, Post Keynesian Economics Society (PKES).
    13. Anna Matysiak & Daniela Bellani & Honorata Bogusz, 2023. "Industrial Robots and Regional Fertility in European Countries," European Journal of Population, Springer;European Association for Population Studies, vol. 39(1), pages 1-36, December.
    14. Ilaria Natali & Mathias Dewatripont & Victor Ginsburgh & Michel Goldman & Patrick Legros, 2023. "Prescription opioids and economic hardship in France," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 24(9), pages 1473-1504, December.
    15. Nikolova, Milena & Cnossen, Femke & Nikolaev, Boris, 2024. "Robots, meaning, and self-determination," Research Policy, Elsevier, vol. 53(5).
    16. Abdullah Baz & Riaz Ahmed & Suhel Ahmad Khan & Sudesh Kumar, 2023. "Security Risk Assessment Framework for the Healthcare Industry 5.0," Sustainability, MDPI, vol. 15(23), pages 1-27, December.
    17. Mariia Vasiakina & Christian Dudel, 2025. "The glass is half empty: the role of highly automatable jobs in shaping drinking behaviors in Russia," MPIDR Working Papers WP-2025-027, Max Planck Institute for Demographic Research, Rostock, Germany.
    18. Lowenstein, Christopher, 2024. "“Deaths of despair” over the business cycle: New estimates from a shift-share instrumental variables approach," Economics & Human Biology, Elsevier, vol. 53(C).

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