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The causal effect of working from home on mental health of 50+ Europeans

Author

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  • Bertoni, Marco
  • Cavapozzi, Danilo
  • Pasini, Giacomo
  • Pavese, Caterina

Abstract

We develop an identification strategy for the causal effect of working from home on mental health leveraging policy-induced variation during the Covid-19 pandemic. We overcome endogeneity by combining longitudinal microdata with the cross-sectional variation in the feasibility of remote working across occupations and in the legal restrictions to in-presence work across sectors. In our sample of 50+ Europeans, remote working increases feelings of sadness and depression, especially for women, parents with adult children at home, and in regions with strict containment measures and low excess mortality.

Suggested Citation

  • Bertoni, Marco & Cavapozzi, Danilo & Pasini, Giacomo & Pavese, Caterina, 2025. "The causal effect of working from home on mental health of 50+ Europeans," The Journal of the Economics of Ageing, Elsevier, vol. 31(C).
  • Handle: RePEc:eee:joecag:v:31:y:2025:i:c:s2212828x25000155
    DOI: 10.1016/j.jeoa.2025.100560
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    1. Anderson, Michael L., 2008. "Multiple Inference and Gender Differences in the Effects of Early Intervention: A Reevaluation of the Abecedarian, Perry Preschool, and Early Training Projects," Journal of the American Statistical Association, American Statistical Association, vol. 103(484), pages 1481-1495.
    2. Claudia Senik & Andrew E. Clark & Conchita D’Ambrosio & Anthony Lepinteur & Carsten Schröder, 2024. "Teleworking and life satisfaction during COVID-19: the importance of family structure," Journal of Population Economics, Springer;European Society for Population Economics, vol. 37(1), pages 1-24, March.
    3. Abi Adams-Prassl & Teodora Boneva & Marta Golin & Christopher Rauh, 2022. "The impact of the coronavirus lockdown on mental health: evidence from the United States," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 37(109), pages 139-155.
    4. Thomas Hale & Noam Angrist & Rafael Goldszmidt & Beatriz Kira & Anna Petherick & Toby Phillips & Samuel Webster & Emily Cameron-Blake & Laura Hallas & Saptarshi Majumdar & Helen Tatlow, 2021. "A global panel database of pandemic policies (Oxford COVID-19 Government Response Tracker)," Nature Human Behaviour, Nature, vol. 5(4), pages 529-538, April.
    5. 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.
    6. Guillaume Gueguen & Claudia Senik, 2023. "Adopting telework: The causal impact of working from home on subjective well‐being," British Journal of Industrial Relations, London School of Economics, vol. 61(4), pages 832-868, December.
    7. A. Colin Cameron & Jonah B. Gelbach & Douglas L. Miller, 2011. "Robust Inference With Multiway Clustering," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 29(2), pages 238-249, April.
    8. Marta Fana & Songul Tolan & Sergio Torrejon Perez & Maria Cesira Urzi Brancati & Enrique Fernandez Macias, 2020. "The COVID confinement measures and EU labour markets," JRC Research Reports JRC120578, Joint Research Centre.
    9. David Roodman, 2011. "Fitting fully observed recursive mixed-process models with cmp," Stata Journal, StataCorp LLC, vol. 11(2), pages 159-206, June.
    10. Nicholas Bloom & James Liang & John Roberts & Zhichun Jenny Ying, 2015. "Does Working from Home Work? Evidence from a Chinese Experiment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 130(1), pages 165-218.
    11. Ritsu KITAGAWA & Sachiko KURODA & Hiroko OKUDAIRA & Hideo OWAN, 2021. "Working from Home: Its Effects on Productivity and Mental Health," Discussion papers 21024, Research Institute of Economy, Trade and Industry (RIETI).
    12. Barrero, Jose Maria & Bloom, Nick & Davis, Steven J., 2020. "Why Working From Home Will Stick," SocArXiv wfdbe, Center for Open Science.
    13. Alexandre Mas & Amanda Pallais, 2017. "Valuing Alternative Work Arrangements," American Economic Review, American Economic Association, vol. 107(12), pages 3722-3759, December.
    14. Domenico Depalo & Santiago Pereda-Fernández, 2023. "The differential impact by gender of the Covid-19 pandemic on the labor outcomes of older adults," SERIEs: Journal of the Spanish Economic Association, Springer;Spanish Economic Association, vol. 14(3), pages 503-553, December.
    15. Nicole Maestas & Kathleen J. Mullen & David Powell & Till von Wachter & Jeffrey B. Wenger, 2023. "The Value of Working Conditions in the United States and the Implications for the Structure of Wages," American Economic Review, American Economic Association, vol. 113(7), pages 2007-2047, July.
    16. Rudy Arthur, 2021. "Studying the UK job market during the COVID-19 crisis with online job ads," PLOS ONE, Public Library of Science, vol. 16(5), pages 1-24, May.
    17. Etheridge, Ben & Wang, Yikai & Tang, Li, 2020. "Worker productivity during lockdown and working from home: evidence from self-reports," ISER Working Paper Series 2020-12, Institute for Social and Economic Research.
    18. Gaetano Basso & Tito Boeri & Alessandro Caiumi & Marco Paccagnella, 2022. "Unsafe jobs, labour market risk and social protection," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 37(110), pages 229-267.
    19. Alexandre Belloni & Victor Chernozhukov & Christian Hansen, 2014. "High-Dimensional Methods and Inference on Structural and Treatment Effects," Journal of Economic Perspectives, American Economic Association, vol. 28(2), pages 29-50, Spring.
    20. Palomino, Juan C. & Rodríguez, Juan G. & Sebastian, Raquel, 2020. "Wage inequality and poverty effects of lockdown and social distancing in Europe," European Economic Review, Elsevier, vol. 129(C).
    21. Alexandre Mas & Amanda Pallais, 2020. "Alternative Work Arrangements," Annual Review of Economics, Annual Reviews, vol. 12(1), pages 631-658, August.
    22. Guillaume Gueguen & Claudia Senik, 2023. "Adopting telework: The causal impact of working from home on subjective well‐being," Post-Print halshs-04192717, HAL.
    23. Bello, Piera & Rocco, Lorenzo, 2022. "Education and COVID-19 excess mortality," Economics & Human Biology, Elsevier, vol. 47(C).
    24. Porto, Edoardo Di & Naticchioni, Paolo & Scrutinio, Vincenzo, 2022. "Lockdown, essential sectors, and Covid-19: Lessons from Italy," Journal of Health Economics, Elsevier, vol. 81(C).
    25. Guillaume Gueguen & Claudia Senik, 2023. "Adopting telework: The causal impact of working from home on subjective well‐being," PSE-Ecole d'économie de Paris (Postprint) halshs-04192717, HAL.
    26. José María Barrero & Nicholas Bloom & Steven J. Davis, 2023. "The Evolution of Work from Home," Journal of Economic Perspectives, American Economic Association, vol. 37(4), pages 23-50, Fall.
    27. Michael Gibbs & Friederike Mengel & Christoph Siemroth, 2023. "Work from Home and Productivity: Evidence from Personnel and Analytics Data on Information Technology Professionals," Journal of Political Economy Microeconomics, University of Chicago Press, vol. 1(1), pages 7-41.
    28. Stefanie Stantcheva, 2022. "Inequalities in the times of a pandemic," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 37(109), pages 5-41.
    29. Danilo Cavapozzi & Chiara Dal Bianco, 2022. "Does retirement reduce familiarity with Information and Communication Technology?," Review of Economics of the Household, Springer, vol. 20(2), pages 553-577, June.
    30. Alipour, Jean-Victor & Falck, Oliver & Schüller, Simone, 2023. "Germany’s capacity to work from home," European Economic Review, Elsevier, vol. 151(C).
    31. A. Colin Cameron & Douglas L. Miller, 2015. "A Practitioner’s Guide to Cluster-Robust Inference," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 317-372.
    32. Deole, Sumit S. & Deter, Max & Huang, Yue, 2023. "Home sweet home: Working from home and employee performance during the COVID-19 pandemic in the UK," Labour Economics, Elsevier, vol. 80(C).
    33. Alipour, Jean-Victor & Fadinger, Harald & Schymik, Jan, 2021. "My home is my castle – The benefits of working from home during a pandemic crisis," Journal of Public Economics, Elsevier, vol. 196(C).
    34. Matteo Sostero & Santo Milasi & John Hurley & Enrique Fernandez-Macias & Martina Bisello, 2020. "Teleworkability and the COVID-19 crisis: a new digital divide?," JRC Working Papers on Labour, Education and Technology 2020-05, Joint Research Centre.
    35. Ljubica Nedelkoska & Glenda Quintini, 2018. "Automation, skills use and training," OECD Social, Employment and Migration Working Papers 202, OECD Publishing.
    36. Pouliakas, Konstantinos, 2018. "Determinants of Automation Risk in the EU Labour Market: A Skills-Needs Approach," IZA Discussion Papers 11829, IZA Network @ LISER.
    37. Marta Angelici & Paola Profeta, 2024. "Smart Working: Work Flexibility Without Constraints," Management Science, INFORMS, vol. 70(3), pages 1680-1705, March.
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    Cited by:

    1. Bilgrami, Anam, 2026. "Beyond lockdowns: work-from-home, mental health, and the moderating roles of intensity, job control and social support," GLO Discussion Paper Series 1702, Global Labor Organization (GLO).
    2. Matalone, Silvia & Belloni, Michele & Carrino, Ludovico & Meschi, Elena, 2026. "The effect of job quality on health of older workers in Europe," Department of Economics and Statistics Cognetti de Martiis. Working Papers 202601, University of Turin.

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    Keywords

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    JEL classification:

    • I10 - Health, Education, and Welfare - - Health - - - General
    • J22 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Time Allocation and Labor Supply
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • J81 - Labor and Demographic Economics - - Labor Standards - - - Working Conditions

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