IDEAS home Printed from https://ideas.repec.org/a/eee/deveco/v172y2025ics0304387824001305.html
   My bibliography  Save this article

Robots as guardians: Industrial automation and workplace safety in China

Author

Listed:
  • Luo, Wei
  • Tang, Lixin
  • Yang, Yaxin
  • Zou, Xianqiang

Abstract

Industrial robots can improve workplace safety by performing hazardous tasks on behalf of workers. This paper examines the impact of industrial robots on workplace safety in China. We find that a one-standard-deviation increase in robot exposure reduces annual workplace accidents and fatalities by 0.100 and 0.0133 cases per thousand population, compared to sample averages of 0.122 accidents and 0.0351 fatalities. These findings are robust to an instrumental variable strategy and various robustness checks. Our analysis of injuries in household surveys and Baidu search activities reinforces these results. Using an accounting framework, we show that the safety improvement is not driven by the mechanical effects of robot-induced employment reduction. Instead, within-occupation improvement in workplace safety plays a more crucial role.

Suggested Citation

  • Luo, Wei & Tang, Lixin & Yang, Yaxin & Zou, Xianqiang, 2025. "Robots as guardians: Industrial automation and workplace safety in China," Journal of Development Economics, Elsevier, vol. 172(C).
    • Handle: RePEc:eee:deveco:v:172:y:2025:i:c:s0304387824001305
    DOI: 10.1016/j.jdeveco.2024.103381
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0304387824001305
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.jdeveco.2024.103381?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Kirill Borusyak & Peter Hull & Xavier Jaravel, 2022. "Quasi-Experimental Shift-Share Research Designs," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 89(1), pages 181-213.
    2. Raymond Fisman & Yongxiang Wang, 2015. "The Mortality Cost of Political Connections," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 82(4), pages 1346-1382.
    3. Cai, Hongbin & Wang, Zhi & Zhang, Qinghua, 2017. "To build above the limit? Implementation of land use regulations in urban China," Journal of Urban Economics, Elsevier, vol. 98(C), pages 223-233.
    4. Daron Acemoglu & Pascual Restrepo, 2018. "Artificial Intelligence, Automation, and Work," NBER Chapters, in: The Economics of Artificial Intelligence: An Agenda, pages 197-236, National Bureau of Economic Research, Inc.
    5. Acemoglu, Daron & Koster, Hans R.A. & Ozgen, Ceren, 2023. "Robots and Workers: Evidence from the Netherlands," IZA Discussion Papers 15997, Institute of Labor Economics (IZA).
    6. Haichao Fan & Yichuan Hu & Lixin Tang & Shang-Jin Wei, 2022. "Is the American Soft Power a Casualty of the Trade War?," NBER Working Papers 29999, National Bureau of Economic Research, Inc.
    7. Wolfgang Dauth & Sebastian Findeisen & Jens Suedekum & Nicole Woessner, 2021. "The Adjustment of Labor Markets to Robots [“Skills, Tasks and Technologies: Implications for Employment and Earnings]," Journal of the European Economic Association, European Economic Association, vol. 19(6), pages 3104-3153.
    8. Chen, Shuai & Ge, Erqi, 2022. "The Anti-Corruption Campaign and the Inter-Generational Transmission of Working in Bureaucracy: Evidence from China," GLO Discussion Paper Series 1159, Global Labor Organization (GLO).
    9. Rodrigo Ad~ao & Michal Koles'ar & Eduardo Morales, 2018. "Shift-Share Designs: Theory and Inference," Papers 1806.07928, arXiv.org, revised Aug 2019.
    10. Daron Acemoglu & Pascual Restrepo, 2018. "Artificial Intelligence, Automation and Work," Boston University - Department of Economics - Working Papers Series dp-298, Boston University - Department of Economics.
    11. Alessandra Bonfiglioli & Rosario Crinò & Harald Fadinger & Gino Gancia, 2024. "Robot Imports and Firm-Level Outcomes," The Economic Journal, Royal Economic Society, vol. 134(664), pages 3428-3444.
    12. Gihleb, Rania & Giuntella, Osea & Stella, Luca & Wang, Tianyi, 2022. "Industrial robots, Workers’ safety, and health," Labour Economics, Elsevier, vol. 78(C).
    13. 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.
    14. David H. Autor & David Dorn & Gordon H. Hanson, 2013. "The China Syndrome: Local Labor Market Effects of Import Competition in the United States," American Economic Review, American Economic Association, vol. 103(6), pages 2121-2168, October.
    15. Xuezheng Qin & Lixing Li & Yangyang Liu, 2013. "The value of life and its regional difference in China," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 5(3), pages 373-390, August.
    16. Yu Qin & Hongjia Zhu, 2018. "Run away? Air pollution and emigration interests in China," Journal of Population Economics, Springer;European Society for Population Economics, vol. 31(1), pages 235-266, January.
    17. Junyan Jiang, 2018. "Making Bureaucracy Work: Patronage Networks, Performance Incentives, and Economic Development in China," American Journal of Political Science, John Wiley & Sons, vol. 62(4), pages 982-999, October.
    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. Fan, Haichao & Lin, Faqin & Lin, Shu, 2020. "The hidden cost of trade liberalization: Input tariff shocks and worker health in China," Journal of International Economics, Elsevier, vol. 126(C).
    20. Shi, Xiangyu & Xi, Tianyang, 2018. "Race to safety: Political competition, neighborhood effects, and coal mine deaths in China," Journal of Development Economics, Elsevier, vol. 131(C), pages 79-95.
    21. repec:eee:labchp:v:1:y:1986:i:c:p:641-692 is not listed on IDEAS
    22. Rodrigo Adão & Michal Kolesár & Eduardo Morales, 2019. "Shift-Share Designs: Theory and Inference," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(4), pages 1949-2010.
    23. 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.
    24. Xu, Gang & Wang, Xue & Wang, Ruiting & Yano, Go & Zou, Rong, 2021. "Anti-corruption, safety compliance and coal mine deaths: Evidence from China," Journal of Economic Behavior & Organization, Elsevier, vol. 188(C), pages 458-488.
    25. Fan, Maoyong & He, Guojun & Zhou, Maigeng, 2020. "The winter choke: Coal-Fired heating, air pollution, and mortality in China," Journal of Health Economics, Elsevier, vol. 71(C).
    26. Chen, Shuai & Ge, Erqi, 2022. "The Anti-Corruption Campaign and the Inter-Generational Transmission of Working in Bureaucracy: Evidence from China," IZA Discussion Papers 15569, Institute of Labor Economics (IZA).
    27. Faber, Marius, 2020. "Robots and reshoring: Evidence from Mexican labor markets," Journal of International Economics, Elsevier, vol. 127(C).
    28. 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.
    29. Xuezheng Qin & Lixing Li & Yangyang Liu, 2013. "The value of life and its regional difference in China," China Agricultural Economic Review, Emerald Group Publishing, vol. 5(3), pages 373-390, August.
    30. 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.
    31. Xuezheng Qin & Lixing Li & Yangyang Liu, 2013. "The value of life and its regional difference in China," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 5(3), pages 373-390, August.
    32. Ruixue Jia & Huihua Nie, 2017. "Decentralization, Collusion, and Coal Mine Deaths," The Review of Economics and Statistics, MIT Press, vol. 99(1), pages 105-118, March.
    33. 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.
    34. Hou, Bo & Wang, Gewei & Wang, Yafeng & Zhao, Yaohui, 2021. "The health capacity to work at older ages in urban China," China Economic Review, Elsevier, vol. 66(C).
    35. Osea Giuntella & Yi Lu & Tianyi Wang, 2022. "How do Workers and Households Adjust to Robots? Evidence from China," NBER Working Papers 30707, National Bureau of Economic Research, Inc.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Yuefeng Xie & Luman Zhao & Yabin Zhang & Zhenguo Wang, 2025. "How Do Robot Applications Affect Corporate Sustainability?—An Analysis Based on Environmental, Social, and Governance Performance," Sustainability, MDPI, vol. 17(5), pages 1-29, February.
    2. Marco De Simone & Dario Guarascio & Jelena Reljic, 2025. "The impact of robots on workplace injuries and deaths: Empirical evidence from Europe," LEM Papers Series 2025/03, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Fang, Guanfu & Miao, Liya, 2025. "Robot and crime: Evidence from China," World Development, Elsevier, vol. 188(C).
    2. Hyejin Kim, 2024. "The impact of robots on labor demand: evidence from job vacancy data in South Korea," Empirical Economics, Springer, vol. 67(3), pages 1185-1209, September.
    3. Zhu, Ruini & Yuan, Ye & Wang, Yaojing, 2024. "Love, health, and robots: Automation, migration, and family responses in rural China," China Economic Review, Elsevier, vol. 85(C).
    4. Caselli, Mauro & Fracasso, Andrea & Scicchitano, Sergio & Traverso, Silvio & Tundis, Enrico, 2025. "What workers and robots do: An activity-based analysis of the impact of robotization on changes in local employment," Research Policy, Elsevier, vol. 54(1).
    5. Wang, Ting & Zhang, Yi & Liu, Chun, 2024. "Robot adoption and employment adjustment: Firm-level evidence from China," China Economic Review, Elsevier, vol. 84(C).
    6. Mattia Filomena & Matteo Picchio & Alessia Lo Turco, 2024. "Trade exposure, immigrants and workplace injuries," Working Papers 488, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
    7. Zhang, Yi & Wang, Ting & Liu, Chun, 2024. "Beyond the modern productivity paradox: The effect of robotics technology on firm-level total factor productivity in China," Journal of Asian Economics, Elsevier, vol. 90(C).
    8. 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).
    9. Mann, Katja & Pozzoli, Dario, 2024. "Robots and immigration," Journal of Economic Behavior & Organization, Elsevier, vol. 227(C).
    10. Klump, Rainer & Jurkat, Anne & Schneider, Florian, 2021. "Tracking the rise of robots: A survey of the IFR database and its applications," MPRA Paper 107909, University Library of Munich, Germany.
    11. Stemmler, Henry, 2023. "Automated Deindustrialization: How Global Robotization Affects Emerging Economies—Evidence from Brazil," World Development, Elsevier, vol. 171(C).
    12. Galle, Simon & Lorentzen, Linnea, 2024. "The unequal effects of trade and automation across local labor markets," Journal of International Economics, Elsevier, vol. 150(C).
    13. Xin, Baogui & Ye, Xiaopu, 2024. "Robotics applications, inclusive employment and income disparity," Technology in Society, Elsevier, vol. 78(C).
    14. Sheida Teimouri & Joachim Zietz, 2025. "Housing prices and import competition," Empirical Economics, Springer, vol. 68(1), pages 253-280, January.
    15. David Autor & Caroline Chin & Anna Salomons & Bryan Seegmiller, 2024. "New Frontiers: The Origins and Content of New Work, 1940–2018," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 139(3), pages 1399-1465.
    16. Wang, Weilong & Wang, Jianlong & Ye, Huiying & Wu, Haitao, 2024. "Polluted air, smarter factories? China's robot imports shed light on a potential link," Energy Economics, Elsevier, vol. 134(C).
    17. Endoh, Masahiro, 2023. "The China shock and job reallocation in Japan," Journal of the Japanese and International Economies, Elsevier, vol. 68(C).
    18. Chen, Xiaowei & Hu, Zhilin & Lin, Liguo, 2025. "Safety regulations and firm productivity," China Economic Review, Elsevier, vol. 89(C).
    19. 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.
    20. Faber, Marius, 2020. "Robots and reshoring: Evidence from Mexican labor markets," Journal of International Economics, Elsevier, vol. 127(C).

    More about this item

    Keywords

    Industrial robots; Workplace safety; Labor market adjustment;
    All these keywords.

    JEL classification:

    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • J28 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Safety; Job Satisfaction; Related Public Policy
    • J23 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Demand

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:deveco:v:172:y:2025:i:c:s0304387824001305. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/devec .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.