IDEAS home Printed from https://ideas.repec.org/p/sap/wpaper/wp255.html

The impact of robots on workplace injuries and deaths:Empirical evidence from Europe

Author

Listed:
  • Marco De Simone
  • Dario Guarascio
  • Jelena Reljic

Abstract

This paper examines the impact of robotisation on workplace safety in EU manufacturing sectors between 2011 and 2019. To address endogeneity concerns, we employ an instrumental variable approach and find that robot adoption reduces both injuries and fatalities. Specifically, a 10 per cent increase in robot adoption is associated with a 0.066 per cent reduction in fatalities and a 1.96 per cent decrease in injuries. Our findings highlight the context-dependent nature of these effects. The safety benefits of robotisation materialise only in high-tech sectors and in countries where industrial relations provide strong worker protections. In contrast, in traditional industries and countries with weaker institutional frameworks, these benefits remain largely unrealised. The results are robust to several sensitivity tests.

Suggested Citation

  • Marco De Simone & Dario Guarascio & Jelena Reljic, 2025. "The impact of robots on workplace injuries and deaths:Empirical evidence from Europe," Working Papers in Public Economics 255, Department of Economics and Law, Sapienza University of Rome.
  • Handle: RePEc:sap:wpaper:wp255
    as

    Download full text from publisher

    File URL: https://www.dipecodir.it/wpsap/data/wp255.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Gihleb, Rania & Giuntella, Osea & Stella, Luca & Wang, Tianyi, 2022. "Industrial robots, Workers’ safety, and health," Labour Economics, Elsevier, vol. 78(C).
    2. 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).
    3. Robert C. Feenstra & Gordon H. Hanson, 1999. "The Impact of Outsourcing and High-Technology Capital on Wages: Estimates For the United States, 1979–1990," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(3), pages 907-940.
    4. Nikolova, Milena & Cnossen, Femke & Nikolaev, Boris, 2024. "Robots, meaning, and self-determination," Research Policy, Elsevier, vol. 53(5).
    5. Daron Acemoglu & Pascual Restrepo, 2019. "Automation and New Tasks: How Technology Displaces and Reinstates Labor," Journal of Economic Perspectives, American Economic Association, vol. 33(2), pages 3-30, Spring.
    6. 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.
    7. Pavitt, Keith, 1984. "Sectoral patterns of technical change: Towards a taxonomy and a theory," Research Policy, Elsevier, vol. 13(6), pages 343-373, December.
    8. Armanda Cetrulo & Valeria Cirillo & Dario Guarascio, 2019. "Weaker jobs, weaker innovation. Exploring the effects of temporary employment on new products," Applied Economics, Taylor & Francis Journals, vol. 51(59), pages 6350-6375, December.
    9. Bisio, Laura & Cuzzola, Angelo & Grazzi, Marco & Moschella, Daniele, 2025. "The dynamics of automation adoption: Firm-level heterogeneity and aggregate employment effects," European Economic Review, Elsevier, vol. 173(C).
    10. Dario Guarascio & Alessandro Piccirillo & Jelena Reljic, 2024. "Will robot replace workers? Assessing the impact of robots on employment and wages with meta-analysis," Working Papers in Public Economics 245, Department of Economics and Law, Sapienza University of Rome.
    11. Albinowski, Maciej & Lewandowski, Piotr, 2024. "The impact of ICT and robots on labour market outcomes of demographic groups in Europe," Labour Economics, Elsevier, vol. 87(C).
    12. Ling Li & Perry Singleton, 2021. "The Effect of Industrial Robots on Workplace Safety," Center for Policy Research Working Papers 239, Center for Policy Research, Maxwell School, Syracuse University.
    13. Blasco, Sylvie & Rochut, Julie & Rouland, Benedicte, 2022. "Displaced or Depressed? The Effect of Working in Automatable Jobs on Mental Health," IZA Discussion Papers 15434, IZA Network @ LISER.
    14. Grigoli, Francesco & Koczan, Zsoka & Topalova, Petia, 2020. "Automation and labor force participation in advanced economies: Macro and micro evidence," European Economic Review, Elsevier, vol. 126(C).
    15. Abeliansky, Ana Lucia & Beulmann, Matthias & Prettner, Klaus, 2024. "Are they coming for us? Industrial robots and the mental health of workers," Research Policy, Elsevier, vol. 53(3).
    16. Osea Giuntella & Yi Lu & Tianyi Wang, 2025. "How do Workers Adjust to Robots? Evidence from China," The Economic Journal, Royal Economic Society, vol. 135(666), pages 637-652.
    17. Bogliacino, Francesco & Pianta, Mario, 2010. "Innovation and Employment: a Reinvestigation using Revised Pavitt classes," Research Policy, Elsevier, vol. 39(6), pages 799-809, July.
    18. Aksoy, Cevat Giray & Özcan, Berkay & Philipp, Julia, 2021. "Robots and the gender pay gap in Europe," European Economic Review, Elsevier, vol. 134(C).
    19. José‐Ignacio Antón & Enrique Fernández‐Macías & Rudolf Winter‐Ebmer, 2023. "Does robotization affect job quality? Evidence from European regional labor markets," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 62(3), pages 233-256, July.
    20. 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.
    21. Reljic, Jelena & Cirillo, Valeria & Guarascio, Dario, 2023. "Regimes of robotization in Europe," Economics Letters, Elsevier, vol. 232(C).
    Full references (including those not matched with items on IDEAS)

    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. Melanie Arntz & Sebastian Findeisen & Stephan Maurer & Oliver Schlenker, 2024. "Are we yet sick of new technologies? The unequal health effects of digitalization," CEP Discussion Papers dp1984, Centre for Economic Performance, LSE.
    3. Dario Guarascio & Alessandro Piccirillo & Jelena Reljic, 2024. "Will robot replace workers? Assessing the impact of robots on employment and wages with meta-analysis," LEM Papers Series 2024/03, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    4. Nie, Aiyun & Guo, Xiaobin & Feng, Dawei, 2025. "Can robot applications safeguard workers’ health? Evidence from China," Journal of Asian Economics, Elsevier, vol. 100(C).
    5. Nikolova, Milena & Cnossen, Femke & Nikolaev, Boris, 2024. "Robots, meaning, and self-determination," Research Policy, Elsevier, vol. 53(5).
    6. 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.
    7. Piotr Lewandowski & Wojciech Szymczak, 2024. "Automation, Trade Unions and Involuntary Atypical Employment," IBS Working Papers 02/2024, Instytut Badan Strukturalnych.
    8. Li, Weibing & Li, Mingyang & Chen, Siyuan, 2025. "Automation and household conflict: How industrial robots reduce domestic violence risk," China Economic Review, Elsevier, vol. 94(PB).
    9. Franco, Chiara & Suppressa, Francesco, 2025. "Robot, trade and employment: Unravelling the relationship within the European context," Structural Change and Economic Dynamics, Elsevier, vol. 73(C), pages 407-422.
    10. Bachmann, Ronald & Gonschor, Myrielle & Lewandowski, Piotr & Madoń, Karol, 2024. "The impact of Robots on Labour market transitions in Europe," Structural Change and Economic Dynamics, Elsevier, vol. 70(C), pages 422-441.
    11. Lewandowski, Piotr & Szymczak, Wojciech, 2024. "Automation, Trade Unions and Atypical Employment," IZA Discussion Papers 17544, IZA Network @ LISER.
    12. Schneider, Florian, 2024. "Do robots boost productivity? A quantitative meta-study," MPRA Paper 123392, University Library of Munich, Germany.
    13. Abeliansky, Ana Lucia & Beulmann, Matthias & Prettner, Klaus, 2024. "Are they coming for us? Industrial robots and the mental health of workers," Research Policy, Elsevier, vol. 53(3).
    14. 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).
    15. Janine Berg & Francis Green & Laura Nurski & David A Spencer, 2023. "Risks to job quality from digital technologies: Are industrial relations in Europe ready for the challenge?," European Journal of Industrial Relations, , vol. 29(4), pages 347-365, December.
    16. Li, Daiyue & Jin, Yanhong & Cheng, Mingwang, 2024. "Unleashing the power of industrial robotics on firm productivity: Evidence from China," Journal of Economic Behavior & Organization, Elsevier, vol. 224(C), pages 500-520.
    17. Eder, Andreas & Koller, Wolfgang & Mahlberg, Bernhard, 2025. "Industrial robots and employment change in manufacturing: A decomposition analysis," Structural Change and Economic Dynamics, Elsevier, vol. 74(C), pages 591-602.
    18. Tim Hinks, 2024. "Artificial Intelligence Perceptions and Life Satisfaction," Journal of Happiness Studies, Springer, vol. 25(1), pages 1-14, February.
    19. Andrea Coveri & Mario Pianta, 2019. "The Structural Dynamics of Income Distribution:Technology, Wages and Profits," Working Papers 1901, University of Urbino Carlo Bo, Department of Economics, Society & Politics - Scientific Committee - L. Stefanini & G. Travaglini, revised 2019.
    20. Mauro Caselli & Edwin Fourrier-Nicolai & Andrea Fracasso & Sergio Scicchitano, 2024. "Digital Technologies and Firms’ Employment and Training," CESifo Working Paper Series 11056, CESifo.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;
    ;
    ;

    JEL classification:

    • J01 - Labor and Demographic Economics - - General - - - Labor Economics: General
    • J08 - Labor and Demographic Economics - - General - - - Labor Economics Policies
    • J28 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Safety; Job Satisfaction; Related Public Policy
    • J50 - Labor and Demographic Economics - - Labor-Management Relations, Trade Unions, and Collective Bargaining - - - General
    • J81 - Labor and Demographic Economics - - Labor Standards - - - Working Conditions
    • L60 - Industrial Organization - - Industry Studies: Manufacturing - - - General
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:sap:wpaper:wp255. 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: Luisa Giuriato (email available below). General contact details of provider: https://ecodir.web.uniroma1.it/ .

    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.