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Establishment size and the task content of jobs: evidence from 46 countries

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  • Micole De Vera
  • Javier Garcia‐Brazales

Abstract

Using a mix of household‐ and employer‐based survey data from 46 countries, we provide novel evidence that workers in larger establishments perform more non‐routine analytical tasks, even within narrowly defined occupations. Moreover, workers in larger establishments rely more on the use of information and communication technologies to perform these tasks. We also document a 15% raw wage premium that workers in larger establishments enjoy relative to their counterparts in smaller establishments. A mediation analysis shows that our novel empirical facts on the task content of jobs are able to explain 5–20% of the establishment size wage premium, a similar fraction to what can be explained by selection of workers on education, gender and age.

Suggested Citation

  • Micole De Vera & Javier Garcia‐Brazales, 2025. "Establishment size and the task content of jobs: evidence from 46 countries," Economica, London School of Economics and Political Science, vol. 92(366), pages 548-579, April.
  • Handle: RePEc:bla:econom:v:92:y:2025:i:366:p:548-579
    DOI: 10.1111/ecca.12563
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    1. Victor Chernozhukov & Iván Fernández‐Val & Blaise Melly, 2013. "Inference on Counterfactual Distributions," Econometrica, Econometric Society, vol. 81(6), pages 2205-2268, November.
    2. Lochner, Benjamin & Seth, Stefan & Wolter, Stefanie, 2020. "Decomposing the large firm wage premium in Germany," Economics Letters, Elsevier, vol. 194(C).
    3. Velenchik, Ann D., 1997. "Government intervention, efficiency wages, and the employer size wage effect in Zimbabwe," Journal of Development Economics, Elsevier, vol. 53(2), pages 305-338, August.
    4. Jonah B. Gelbach, 2016. "When Do Covariates Matter? And Which Ones, and How Much?," Journal of Labor Economics, University of Chicago Press, vol. 34(2), pages 509-543.
    5. Knut Gerlach & OLAF HÜBLER, 1998. "Firm Size and Wages in Germany – Trends and Impacts of Mobility," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 25(3), pages 245-261, January.
    6. Emily Oster, 2019. "Unobservable Selection and Coefficient Stability: Theory and Evidence," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 37(2), pages 187-204, April.
    7. Enghin Atalay & Sebastian Sotelo & Daniel Tannenbaum, 2024. "The Geography of Job Tasks," Journal of Labor Economics, University of Chicago Press, vol. 42(4), pages 979-1008.
    8. Fonseca, Tiago & Lima, Francisco & Pereira, Sonia C., 2018. "Job polarization, technological change and routinization: Evidence for Portugal," Labour Economics, Elsevier, vol. 51(C), pages 317-339.
    9. Julieta Caunedo & Elisa Keller & Yongseok Shin, 2023. "Technology and the Task Content of Jobs across the Development Spectrum," The World Bank Economic Review, World Bank, vol. 37(3), pages 479-493.
    10. Maarten Goos & Alan Manning & Anna Salomons, 2014. "Explaining Job Polarization: Routine-Biased Technological Change and Offshoring," American Economic Review, American Economic Association, vol. 104(8), pages 2509-2526, August.
    11. Alekseeva, Liudmila & Azar, José & Giné, Mireia & Samila, Sampsa & Taska, Bledi, 2021. "The demand for AI skills in the labor market," Labour Economics, Elsevier, vol. 71(C).
    12. Barro, Robert J. & Lee, Jong Wha, 2013. "A new data set of educational attainment in the world, 1950–2010," Journal of Development Economics, Elsevier, vol. 104(C), pages 184-198.
    13. Danial Lashkari & Arthur Bauer & Jocelyn Boussard, 2024. "Information Technology and Returns to Scale," American Economic Review, American Economic Association, vol. 114(6), pages 1769-1815, June.
    14. Robert E. Lucas Jr., 1978. "On the Size Distribution of Business Firms," Bell Journal of Economics, The RAND Corporation, vol. 9(2), pages 508-523, Autumn.
    15. Rica, Sara De La & Gortazar, Lucas & Lewandowski, Piotr, 2020. "Job Tasks and Wages in Developed Countries: Evidence from PIAAC," Labour Economics, Elsevier, vol. 65(C).
    16. Schaffner, Julie Anderson, 1998. "Premiums to employment in larger establishments: evidence from Peru," Journal of Development Economics, Elsevier, vol. 55(1), pages 81-113, February.
    17. Florian Lehmer & Joachim Möller, 2010. "Interrelations between the urban wage premium and firm-size wage differentials: a microdata cohort analysis for Germany," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 45(1), pages 31-53, August.
    18. David H. Autor & Frank Levy & Richard J. Murnane, 2003. "The skill content of recent technological change: an empirical exploration," Proceedings, Federal Reserve Bank of San Francisco, issue nov.
    19. repec:eee:labchp:v:3:y:1999:i:pb:p:2165-2214 is not listed on IDEAS
    20. Oi, Walter Y. & Idson, Todd L., 1999. "Firm size and wages," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 33, pages 2165-2214, Elsevier.
    21. Nicholas Bloom & John Van Reenen, 2007. "Measuring and Explaining Management Practices Across Firms and Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(4), pages 1351-1408.
    22. David H. Autor & Frank Levy & Richard J. Murnane, 2003. "The Skill Content of Recent Technological Change: An Empirical Exploration," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(4), pages 1279-1333.
    23. Piotr Lewandowski & Albert Park & Wojciech Hardy & Yang Du & Saier Wu, 2022. "Technology, Skills, and Globalization: Explaining International Differences in Routine and Nonroutine Work Using Survey Data," The World Bank Economic Review, World Bank, vol. 36(3), pages 687-708.
    24. David H. Autor & Michael J. Handel, 2013. "Putting Tasks to the Test: Human Capital, Job Tasks, and Wages," Journal of Labor Economics, University of Chicago Press, vol. 31(S1), pages 59-96.
    25. Porcher, Charly & Rubinton, Hannah & Santamaría, Clara, 2023. "JUE insight: The role of establishment size in the city-size earnings premium," Journal of Urban Economics, Elsevier, vol. 136(C).
    26. Soderbom, Mans & Teal, Francis & Wambugu, Anthony, 2005. "Unobserved heterogeneity and the relation between earnings and firm size: evidence from two developing countries," Economics Letters, Elsevier, vol. 87(2), pages 153-159, May.
    27. David Deming & Lisa B. Kahn, 2018. "Skill Requirements across Firms and Labor Markets: Evidence from Job Postings for Professionals," Journal of Labor Economics, University of Chicago Press, vol. 36(S1), pages 337-369.
    28. Dicarlo, Emanuele & Lo Bello, Salvatore & Monroy-Taborda, Sebastian & Oviedo, Ana Maria & Sanchez Puerta, Maria Laura & Santos, Indhira, 2016. "The Skill Content of Occupations across Low and Middle Income Countries: Evidence from Harmonized Data," IZA Discussion Papers 10224, IZA Network @ LISER.
    29. Daron Acemoglu & Pascual Restrepo, 2022. "Tasks, Automation, and the Rise in U.S. Wage Inequality," Econometrica, Econometric Society, vol. 90(5), pages 1973-2016, September.
    30. Ralph Stinebrickner & Todd Stinebrickner & Paul Sullivan, 2019. "Job Tasks, Time Allocation, and Wages," Journal of Labor Economics, University of Chicago Press, vol. 37(2), pages 399-433.
    31. Dobbelaere, Sabien, 2004. "Ownership, firm size and rent sharing in Bulgaria," Labour Economics, Elsevier, vol. 11(2), pages 165-189, April.
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    2. Artz, Benjamin & Heywood, John S., 2025. "Does Performance Pay Deter Job Quits?," IZA Discussion Papers 17791, IZA Network @ LISER.
    3. Artz, Benjamin & Heywood, John S., 2025. "Performance pay and job quits," Journal of Economic Behavior & Organization, Elsevier, vol. 239(C).

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    More about this item

    JEL classification:

    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • L25 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Performance

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