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Working from home is here to stay, but how does it affect workplace learning?

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  • Guillaume M. A. Morlet

    (ETH Zurich)

  • Thomas Bolli

    (ETH Zurich)

Abstract

This paper analyses how working from home affects workplace learning in terms of theoretical and practical knowledge during COVID19. We employ panel data gathered in monthly surveys of respondents in training companies between October 2020 and March 2022 to investigate this question. Apprentices in Switzerland are our case study. We address potential endogeneity concerns in two ways. First, we exploit variation across survey respondents and time in two-way fixed effects models. Second, we pursue an instrumental variable “shift-share”-type approach that leverages how occupations react to exogenous changes in working from home regulations. The results suggest that working from home has a significantly negative impact on practical knowledge but not theoretical knowledge, relative to frequenting the workplace. We do not find significant heterogeneity across company size. Similarly, our results do not vary significantly between occupations in which working from home is relatively more or less prevalent. Our findings remain robust to a wide range of robustness checks. Our evidence-based recommendations aim to preserve the acquisition of knowledge through workplace training.

Suggested Citation

  • Guillaume M. A. Morlet & Thomas Bolli, 2024. "Working from home is here to stay, but how does it affect workplace learning?," Swiss Journal of Economics and Statistics, Springer;Swiss Society of Economics and Statistics, vol. 160(1), pages 1-19, December.
    • Handle: RePEc:spr:sjecst:v:160:y:2024:i:1:d:10.1186_s41937-024-00123-4
    DOI: 10.1186/s41937-024-00123-4
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    1. 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.
    2. Masayuki Morikawa, 2022. "Work‐from‐home productivity during the COVID‐19 pandemic: Evidence from Japan," Economic Inquiry, Western Economic Association International, vol. 60(2), pages 508-527, April.
    3. 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.
    4. 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.
    5. Sanderson, Eleanor & Windmeijer, Frank, 2016. "A weak instrument F-test in linear IV models with multiple endogenous variables," Journal of Econometrics, Elsevier, vol. 190(2), pages 212-221.
    6. MacKinnon, James G. & Nielsen, Morten Ørregaard & Webb, Matthew D., 2023. "Cluster-robust inference: A guide to empirical practice," Journal of Econometrics, Elsevier, vol. 232(2), pages 272-299.
    7. Wooldridge, Jeffrey M., 1995. "Selection corrections for panel data models under conditional mean independence assumptions," Journal of Econometrics, Elsevier, vol. 68(1), pages 115-132, July.
    8. Christopher F Baum & Mark E. Schaffer & Steven Stillman, 2007. "Enhanced routines for instrumental variables/GMM estimation and testing," CERT Discussion Papers 0706, Centre for Economic Reform and Transformation, Heriot Watt University.
    9. Agostinelli, Francesco & Doepke, Matthias & Sorrenti, Giuseppe & Zilibotti, Fabrizio, 2022. "When the great equalizer shuts down: Schools, peers, and parents in pandemic times," Journal of Public Economics, Elsevier, vol. 206(C).
    10. Christopher F Baum & Mark E. Schaffer & Steven Stillman, 2007. "Enhanced routines for instrumental variables/generalized method of moments estimation and testing," Stata Journal, StataCorp LLC, vol. 7(4), pages 465-506, December.
    11. Longqi Yang & David Holtz & Sonia Jaffe & Siddharth Suri & Shilpi Sinha & Jeffrey Weston & Connor Joyce & Neha Shah & Kevin Sherman & Brent Hecht & Jaime Teevan, 2022. "The effects of remote work on collaboration among information workers," Nature Human Behaviour, Nature, vol. 6(1), pages 43-54, January.
    12. William T. Alpert & Kenneth A. Couch & Oskar R. Harmon, 2016. "A Randomized Assessment of Online Learning," American Economic Review, American Economic Association, vol. 106(5), pages 378-382, May.
    13. 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.
    14. Natalia Emanuel & Emma Harrington & Amanda Pallais, 2023. "The Power of Proximity to Coworkers: Training for Tomorrow or Productivity Today?," NBER Working Papers 31880, National Bureau of Economic Research, Inc.
    15. Gary Solon & Steven J. Haider & Jeffrey M. Wooldridge, 2015. "What Are We Weighting For?," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 301-316.
    16. 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.
    17. Becketti, Sean & Gould, William & Lillard, Lee & Welch, Finis, 1988. "The Panel Study of Income Dynamics after Fourteen Years: An Evaluatio n," Journal of Labor Economics, University of Chicago Press, vol. 6(4), pages 472-492, October.
    18. Xu, Di & Jaggars, Shanna Smith, 2013. "The impact of online learning on students’ course outcomes: Evidence from a large community and technical college system," Economics of Education Review, Elsevier, vol. 37(C), pages 46-57.
    19. Muehlemann, Samuel & Pfeifer, Harald & Walden, Günter & Wenzelmann, Felix & Wolter, Stefan C., 2010. "The financing of apprenticeship training in the light of labor market regulations," Labour Economics, Elsevier, vol. 17(5), pages 799-809, October.
    20. Eric P. Bettinger & Lindsay Fox & Susanna Loeb & Eric S. Taylor, 2017. "Virtual Classrooms: How Online College Courses Affect Student Success," American Economic Review, American Economic Association, vol. 107(9), pages 2855-2875, September.
    21. James H. Stock & Motohiro Yogo, 2002. "Testing for Weak Instruments in Linear IV Regression," NBER Technical Working Papers 0284, National Bureau of Economic Research, Inc.
    22. Steffen Künn & Christian Seel & Dainis Zegners, 2022. "Cognitive Performance in Remote Work: Evidence from Professional Chess," The Economic Journal, Royal Economic Society, vol. 132(643), pages 1218-1232.
    23. Matthew J. Notowidigdo, 2020. "The Incidence of Local Labor Demand Shocks," Journal of Labor Economics, University of Chicago Press, vol. 38(3), pages 687-725.
    24. Longqi Yang & David Holtz & Sonia Jaffe & Siddharth Suri & Shilpi Sinha & Jeffrey Weston & Connor Joyce & Neha Shah & Kevin Sherman & Brent Hecht & Jaime Teevan, 2022. "Author Correction: The effects of remote work on collaboration among information workers," Nature Human Behaviour, Nature, vol. 6(1), pages 164-164, January.
    25. Joyce, Ted & Crockett, Sean & Jaeger, David A. & Altindag, Onur & O'Connell, Stephen D., 2015. "Does classroom time matter?," Economics of Education Review, Elsevier, vol. 46(C), pages 64-77.
    26. Romano, Joseph P. & Wolf, Michael, 2016. "Efficient computation of adjusted p-values for resampling-based stepdown multiple testing," Statistics & Probability Letters, Elsevier, vol. 113(C), pages 38-40.
    27. Samuel Bazzi & Michael A. Clemens, 2013. "Blunt Instruments: Avoiding Common Pitfalls in Identifying the Causes of Economic Growth," American Economic Journal: Macroeconomics, American Economic Association, vol. 5(2), pages 152-186, April.
    28. David Atkin & Antoinette Schoar & Sumit Shinde, 2023. "Working from Home, Worker Sorting and Development," NBER Working Papers 31515, National Bureau of Economic Research, Inc.
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    More about this item

    Keywords

    Workplace learning; Working from home; Human capital; Shift-share instrumental variable estimation; Two-way fixed effects;
    All these keywords.

    JEL classification:

    • I20 - Health, Education, and Welfare - - Education - - - General
    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • I23 - Health, Education, and Welfare - - Education - - - Higher Education; Research Institutions

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