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Drinking in despair: Unintended consequences of automation in China

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  • Wenyi Lu
  • Siyuan Fan

Abstract

The side effects of technological progress on the economy have been discussed frequently, but little is known regarding its health consequences. By combining the national individual‐level panel data of alcohol drinking with the prefecture‐level robot exposure rate in China, we find that one more robot exposure rate could induce up to 2.2% points increase in the probability of problem drinking. Such a pattern of problem drinking is explained by negative emotions, which can be ascribed to job loss due to substitution, higher income vulnerability, and reduced organization participation. Further, we provide evidence that automation can incur health costs, particularly for easily substituted workers, which would exacerbate health inequality in China. This paper sheds light on the impact of automation and the social incentives of problem drinking, emphasizing the possibly heterogeneous health cost accompanied by the automation process.

Suggested Citation

  • Wenyi Lu & Siyuan Fan, 2024. "Drinking in despair: Unintended consequences of automation in China," Health Economics, John Wiley & Sons, Ltd., vol. 33(9), pages 2088-2104, September.
  • Handle: RePEc:wly:hlthec:v:33:y:2024:i:9:p:2088-2104
    DOI: 10.1002/hec.4865
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    as
    1. Christopher S. Carpenter, 2005. "Heavy Alcohol Use and the Commission of Nuisance Crime: Evidence from Underage Drunk Driving Laws," American Economic Review, American Economic Association, vol. 95(2), pages 267-272, May.
    2. Mullahy, John & Sindelar, Jody, 1996. "Employment, unemployment, and problem drinking," Journal of Health Economics, Elsevier, vol. 15(4), pages 409-434, August.
    3. Kleibergen, Frank & Paap, Richard, 2006. "Generalized reduced rank tests using the singular value decomposition," Journal of Econometrics, Elsevier, vol. 133(1), pages 97-126, July.
    4. David M. Cutler & Edward Glaeser, 2005. "What Explains Differences in Smoking, Drinking, and Other Health-Related Behaviors?," American Economic Review, American Economic Association, vol. 95(2), pages 238-242, May.
    5. repec:pri:cheawb:case_paxson_economic_status_paper is not listed on IDEAS
    6. Conover, Emily & Scrimgeour, Dean, 2013. "Health consequences of easier access to alcohol: New Zealand evidence," Journal of Health Economics, Elsevier, vol. 32(3), pages 570-585.
    7. Carrell, Scott E. & Hoekstra, Mark & West, James E., 2011. "Does drinking impair college performance? Evidence from a regression discontinuity approach," Journal of Public Economics, Elsevier, vol. 95(1-2), pages 54-62, February.
    8. A. Colin Cameron & Jonah B. Gelbach & Douglas L. Miller, 2008. "Bootstrap-Based Improvements for Inference with Clustered Errors," The Review of Economics and Statistics, MIT Press, vol. 90(3), pages 414-427, August.
    9. Daron Acemoglu & Pascual Restrepo, 2017. "Secular Stagnation? The Effect of Aging on Economic Growth in the Age of Automation," American Economic Review, American Economic Association, vol. 107(5), pages 174-179, May.
    10. Ruhm, Christopher J., 1995. "Economic conditions and alcohol problems," Journal of Health Economics, Elsevier, vol. 14(5), pages 583-603, December.
    11. David H. Autor & David Dorn & Gordon H. Hanson, 2015. "Untangling Trade and Technology: Evidence from Local Labour Markets," Economic Journal, Royal Economic Society, vol. 0(584), pages 621-646, May.
    12. Zhiwu Chen & Chicheng Ma & Andrew J Sinclair, 2022. "Banking on the Confucian Clan: Why China Developed Financial Markets so Late," The Economic Journal, Royal Economic Society, vol. 132(644), pages 1378-1413.
    13. Gihleb, Rania & Giuntella, Osea & Stella, Luca & Wang, Tianyi, 2022. "Industrial robots, Workers’ safety, and health," Labour Economics, Elsevier, vol. 78(C).
    14. Ruhm, Christopher J. & Black, William E., 2002. "Does drinking really decrease in bad times?," Journal of Health Economics, Elsevier, vol. 21(4), pages 659-678, July.
    15. 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.
    16. Daron Acemoglu & Pascual Restrepo, 2018. "The Race between Man and Machine: Implications of Technology for Growth, Factor Shares, and Employment," American Economic Review, American Economic Association, vol. 108(6), pages 1488-1542, June.
    17. H. Naci Mocan & Hope Corman, 2000. "A Time-Series Analysis of Crime, Deterrence, and Drug Abuse in New York City," American Economic Review, American Economic Association, vol. 90(3), pages 584-604, June.
    18. Paul Goldsmith-Pinkham & Isaac Sorkin & Henry Swift, 2020. "Bartik Instruments: What, When, Why, and How," American Economic Review, American Economic Association, vol. 110(8), pages 2586-2624, August.
    19. repec:aph:ajpbhl:10.2105/ajph.2017.303992_3 is not listed on IDEAS
    20. Janet Currie, 2009. "Healthy, Wealthy, and Wise: Socioeconomic Status, Poor Health in Childhood, and Human Capital Development," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 87-122, March.
    21. Deykin, E.Y. & Levy, J.C. & Wells, V., 1987. "Adolescent depression, alcohol and drug abuse," American Journal of Public Health, American Public Health Association, vol. 77(2), pages 178-182.
    22. 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.
    23. DeCanio, Stephen J., 2016. "Robots and humans – complements or substitutes?," Journal of Macroeconomics, Elsevier, vol. 49(C), pages 280-291.
    24. Glaeser, Edward & Cutler, David, 2005. "What Explains Differences in Smoking, Drinking, and Other Health Related Behaviors," Scholarly Articles 2664274, Harvard University Department of Economics.
    25. Samuel Norris & Matthew Pecenco & Jeffrey Weaver, 2021. "The Effects of Parental and Sibling Incarceration: Evidence from Ohio," American Economic Review, American Economic Association, vol. 111(9), pages 2926-2963, September.
    26. Kyle Emerick & Alain de Janvry & Elisabeth Sadoulet & Manzoor H. Dar, 2016. "Technological Innovations, Downside Risk, and the Modernization of Agriculture," American Economic Review, American Economic Association, vol. 106(6), pages 1537-1561, June.
    27. Abboud, Tatiana & Bellou, Andriana & Lewis, Joshua, 2024. "The long-run impacts of adolescent drinking: Evidence from Zero Tolerance Laws," Journal of Public Economics, Elsevier, vol. 231(C).
    28. Yiqun Chen & Petra Persson & Maria Polyakova, 2022. "The Roots of Health Inequality and the Value of Intrafamily Expertise," American Economic Journal: Applied Economics, American Economic Association, vol. 14(3), pages 185-223, July.
    29. repec:pri:cheawb:case_paxson_economic_status_paper.pdf is not listed on IDEAS
    30. Scutchfield, F.D. & Keck, C.W., 2017. "Deaths of despair: Why? what to do?," American Journal of Public Health, American Public Health Association, vol. 107(10), pages 1564-1565.
    31. Ziggy MacDonald & Michael A. Shields, 2004. "Does problem drinking affect employment? Evidence from England," Health Economics, John Wiley & Sons, Ltd., vol. 13(2), pages 139-155, February.
    32. Freeman, Donald G., 1999. "A note on 'Economic conditions and alcohol problems'," Journal of Health Economics, Elsevier, vol. 18(5), pages 659-668, October.
    33. Ivandić, Ria & Kirchmaier, Tom & Saeidi, Yasaman & Torres Blas, Neus, 2024. "Football, alcohol, and domestic abuse," Journal of Public Economics, Elsevier, vol. 230(C).
    34. Sara Markowitz & Robert Kaestner & Michael Grossman, 2005. "An Investigation of the Effects of Alcohol Consumption and Alcohol Policies on Youth Risky Sexual Behaviors," American Economic Review, American Economic Association, vol. 95(2), pages 263-266, May.
    35. Fan, Haichao & Hu, Yichuan & Tang, Lixin, 2021. "Labor costs and the adoption of robots in China," Journal of Economic Behavior & Organization, Elsevier, vol. 186(C), pages 608-631.
    36. Christian Dustmann & Rasmus Landersø, 2021. "Child’s Gender, Young Fathers’ Crime, and Spillover Effects in Criminal Behavior," Journal of Political Economy, University of Chicago Press, vol. 129(12), pages 3261-3301.
    37. Anne Case & Darren Lubotsky & Christina Paxson, 2002. "Economic Status and Health in Childhood: The Origins of the Gradient," American Economic Review, American Economic Association, vol. 92(5), pages 1308-1334, December.
    38. Hong Cheng & Ruixue Jia & Dandan Li & Hongbin Li, 2019. "The Rise of Robots in China," Journal of Economic Perspectives, American Economic Association, vol. 33(2), pages 71-88, Spring.
    39. Cao, Jiarui & Xu, Yiqing & Zhang, Chuanchuan, 2022. "Clans and calamity: How social capital saved lives during China's Great Famine," Journal of Development Economics, Elsevier, vol. 157(C).
    40. Carpenter, Christopher, 2005. "Youth alcohol use and risky sexual behavior: evidence from underage drunk driving laws," Journal of Health Economics, Elsevier, vol. 24(3), pages 613-628, May.
    41. Guy Michaels & Ashwini Natraj & John Van Reenen, 2014. "Has ICT Polarized Skill Demand? Evidence from Eleven Countries over Twenty-Five Years," The Review of Economics and Statistics, MIT Press, vol. 96(1), pages 60-77, March.
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