IDEAS home Printed from https://ideas.repec.org/p/nbr/nberwo/25179.html
   My bibliography  Save this paper

Production and Learning in Teams

Author

Listed:
  • Kyle Herkenhoff
  • Jeremy Lise
  • Guido Menzio
  • Gordon M. Phillips

Abstract

The effect of coworkers on the learning and the productivity of an individual is measured combining theory and data. The theory is a frictional equilibrium model of the labor market in which production and the accumulation of human capital of an individual are allowed to depend on the human capital of coworkers. The data is a matched employer-employee dataset of US firms and workers. The measured production function is supermodular. The measured human capital function is non-linear: Workers catch-up to more knowledgeable coworkers, but are not dragged-down by less knowledgeable ones. The market equilibrium features a pattern of sorting of coworkers across teams that is inefficiently positive. This inefficiency results in low human capital individuals having too few chances to learn from more knowledgeable coworkers and, in turn, in a stock of human capital and a flow of output that are inefficiently low.

Suggested Citation

  • Kyle Herkenhoff & Jeremy Lise & Guido Menzio & Gordon M. Phillips, 2018. "Production and Learning in Teams," NBER Working Papers 25179, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:25179
    Note: EFG
    as

    Download full text from publisher

    File URL: http://www.nber.org/papers/w25179.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Jeremy Lise & Fabien Postel-Vinay, 2020. "Multidimensional Skills, Sorting, and Human Capital Accumulation," American Economic Review, American Economic Association, vol. 110(8), pages 2328-2376, August.
    2. Pierre Cahuc & Fabien Postel-Vinay & Jean-Marc Robin, 2006. "Wage Bargaining with On-the-Job Search: Theory and Evidence," Econometrica, Econometric Society, vol. 74(2), pages 323-364, March.
    3. Gregory, Victoria & Menzio, Guido & Wiczer, David, 2025. "The alpha beta gamma of the labor market," Journal of Monetary Economics, Elsevier, vol. 150(C).
    4. Robert E. Lucas Jr. & Benjamin Moll, 2014. "Knowledge Growth and the Allocation of Time," Journal of Political Economy, University of Chicago Press, vol. 122(1), pages 1-51.
    5. Erzo G. J. Luttmer, 2014. "An Assignment Model of Knowledge Diffusion and Income Inequality," Working Papers 715, Federal Reserve Bank of Minneapolis.
    6. Fatih Guvenen & Burhanettin Kuruscu, 2012. "Understanding The Evolution Of The Us Wage Distribution: A Theoretical Analysis," Journal of the European Economic Association, European Economic Association, vol. 10(3), pages 482-517, May.
    7. repec:spo:wpmain:info:hdl:2441/7rep5mp5ij95l94ec64n5tdclp is not listed on IDEAS
    8. Adrien Bilal & Niklas Engbom & Simon Mongey & Giovanni L. Violante, 2022. "Firm and Worker Dynamics in a Frictional Labor Market," Econometrica, Econometric Society, vol. 90(4), pages 1425-1462, July.
    9. Jess Benhabib & Jesse Perla & Christopher Tonetti, 2021. "Reconciling Models of Diffusion and Innovation: A Theory of the Productivity Distribution and Technology Frontier," Econometrica, Econometric Society, vol. 89(5), pages 2261-2301, September.
    10. Fatih Guvenen & Fatih Karahan & Serdar Ozkan & Jae Song, 2021. "What Do Data on Millions of U.S. Workers Reveal About Lifecycle Earnings Dynamics?," Econometrica, Econometric Society, vol. 89(5), pages 2303-2339, September.
    11. Jan Eeckhout & Philipp Kircher, 2011. "Identifying Sorting--In Theory," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 78(3), pages 872-906.
    12. Jesper Bagger & Francois Fontaine & Fabien Postel-Vinay & Jean-Marc Robin, 2014. "Tenure, Experience, Human Capital, and Wages," Post-Print hal-01301431, HAL.
    13. repec:spo:wpmain:info:hdl:2441/c8dmi8nm4pdjkuc9g8grh35j2 is not listed on IDEAS
    14. Adam S. Booij & Edwin Leuven & Hessel Oosterbeek, 2017. "Ability Peer Effects in University: Evidence from a Randomized Experiment," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 84(2), pages 547-578.
    15. Fabien Postel-Vinay & Jean-Marc Robin, 2002. "Equilibrium Wage Dispersion with Worker and Employer Heterogeneity," Econometrica, Econometric Society, vol. 70(6), pages 2295-2350, November.
    16. K. J. Arrow, 1971. "The Economic Implications of Learning by Doing," Palgrave Macmillan Books, in: F. H. Hahn (ed.), Readings in the Theory of Growth, chapter 11, pages 131-149, Palgrave Macmillan.
    17. Dale T. Mortensen & Christopher A. Pissarides, 1994. "Job Creation and Job Destruction in the Theory of Unemployment," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 61(3), pages 397-415.
    18. Gary S. Becker, 1962. "Investment in Human Capital: A Theoretical Analysis," NBER Chapters, in: Investment in Human Beings, pages 9-49, National Bureau of Economic Research, Inc.
    19. Jesper Bagger & Fran?ois Fontaine & Fabien Postel-Vinay & Jean-Marc Robin, 2014. "Tenure, Experience, Human Capital, and Wages: A Tractable Equilibrium Search Model of Wage Dynamics," American Economic Review, American Economic Association, vol. 104(6), pages 1551-1596, June.
    20. repec:hal:spmain:info:hdl:2441/c8dmi8nm4pdjkuc9g8grh35j2 is not listed on IDEAS
    21. Rafael Lopes de Melo, 2018. "Firm Wage Differentials and Labor Market Sorting: Reconciling Theory and Evidence," Journal of Political Economy, University of Chicago Press, vol. 126(1), pages 313-346.
    22. Fabien Postel-Vinay & Jean-Marc Robin, 2002. "Equilibrium Wage Dispersion with Worker and Employer Heterogeneity," Post-Print hal-03458567, HAL.
    23. Scott E. Carrell & Bruce I. Sacerdote & James E. West, 2013. "From Natural Variation to Optimal Policy? The Importance of Endogenous Peer Group Formation," Econometrica, Econometric Society, vol. 81(3), pages 855-882, May.
    24. Freund, L. B., 2022. "Superstar Teams: The Micro Origins and Macro Implications of Coworker Complementarities," Janeway Institute Working Papers 2235, Faculty of Economics, University of Cambridge.
    25. Jesse Perla & Christopher Tonetti, 2014. "Equilibrium Imitation and Growth," Journal of Political Economy, University of Chicago Press, vol. 122(1), pages 52-76.
    26. Burdett, Kenneth & Mortensen, Dale T, 1998. "Wage Differentials, Employer Size, and Unemployment," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 39(2), pages 257-273, May.
    27. Anderson, Axel, 2015. "A dynamic generalization of Becker's assortative matching result," Journal of Economic Theory, Elsevier, vol. 159(PA), pages 290-310.
    28. Jesper Bagger & Francois Fontaine & Fabien Postel-Vinay & Jean-Marc Robin, 2014. "Tenure, Experience, Human Capital, and Wages," Post-Print hal-01301431, HAL.
    29. Caroline Hoxby, 2000. "Peer Effects in the Classroom: Learning from Gender and Race Variation," NBER Working Papers 7867, National Bureau of Economic Research, Inc.
    30. Axel Anderson & Lones Smith, 2010. "Dynamic Matching and Evolving Reputations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 77(1), pages 3-29.
    31. repec:spo:wpmain:info:hdl:2441/dc0ckec3fcb29ms985085gkbp is not listed on IDEAS
    32. repec:hal:spmain:info:hdl:2441/7rep5mp5ij95l94ec64n5tdclp is not listed on IDEAS
    33. Sherwin Rosen, 1972. "Learning and Experience in the Labor Market," Journal of Human Resources, University of Wisconsin Press, vol. 7(3), pages 326-342.
    34. repec:hal:spmain:info:hdl:2441/dc0ckec3fcb29ms985085gkbp is not listed on IDEAS
    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. Schulz, Bastian, 2024. "Labor market dynamics with sorting," Journal of Economic Dynamics and Control, Elsevier, vol. 158(C).
    2. Axel Anderson & Lones Smith, 2024. "The Comparative Statics of Sorting," American Economic Review, American Economic Association, vol. 114(3), pages 709-751, March.
    3. Paolo Martellini & Guido Menzio & Ludo Visschers, 2021. "Revisiting the Hypothesis of High Discounts and High Unemployment," The Economic Journal, Royal Economic Society, vol. 131(637), pages 2203-2232.
    4. Moscelli, G.; & Sayli, M.; & Mello, M.;, 2022. "Staff engagement, coworkers’ complementarity and employee retention: Evidence from English NHS hospitals," Health, Econometrics and Data Group (HEDG) Working Papers 22/25, HEDG, c/o Department of Economics, University of York.
    5. Enzo Brox & Michael Lechner, 2024. "Teamwork and Spillover Effects in Performance Evaluations," Papers 2403.15200, arXiv.org.
    6. Benjamin S. Griffy, 2021. "Search And The Sources Of Life‐Cycle Inequality," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 62(4), pages 1321-1362, November.
    7. Benjamin Lochner & Bastian Schulz, 2024. "Firm Productivity, Wages, and Sorting," Journal of Labor Economics, University of Chicago Press, vol. 42(1), pages 85-119.
    8. Bobba, Matteo & Flabbi, Luca & Levy, Santiago & Tejada, Mauricio, 2021. "Labor market search, informality, and on-the-job human capital accumulation," Journal of Econometrics, Elsevier, vol. 223(2), pages 433-453.
    9. Giuseppe Moscelli & Melisa Sayli & Marco Mello & Alberto Vesperoni, 2025. "Staff engagement, co‐workers' complementarity and employee retention: evidence from English NHS hospitals," Economica, London School of Economics and Political Science, vol. 92(365), pages 42-83, January.
    10. Job Boerma & Aleh Tsyvinski & Alexander P. Zimin, 2021. "Sorting with Teams," Papers 2109.02730, arXiv.org, revised Nov 2023.
    11. Nix, Emily, 2020. "A researcher’s guide to the Swedish compulsory school reform," Working Paper Series 2020:14, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    12. Sohail, Faisal, 2021. "From employee to entrepreneur: Learning, employer size, and spinout dynamics," Journal of Economic Dynamics and Control, Elsevier, vol. 133(C).
    13. Stephane Bonhomme, 2021. "Teams: Heterogeneity, Sorting, and Complementarity," Papers 2102.01802, arXiv.org.
    14. Fatih Karahan & Serdar Ozkan & Jae Song, 2019. "Anatomy of Lifetime Earnings Inequality: Heterogeneity in Job Ladder Risk vs. Human Capital," Staff Reports 908, Federal Reserve Bank of New York.
    15. Braun, Martin & Verdier, Valentin, 2023. "Estimation of spillover effects with matched data or longitudinal network data," Journal of Econometrics, Elsevier, vol. 233(2), pages 689-714.
    16. Julien Sauvagnat & Fabiano Schivardi, 2024. "Are Executives in Short Supply? Evidence from Death Events," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 91(1), pages 519-559.
    17. Koike Yasutaka-Mori & Toshitaka Maruyama & Koki Okumura, 2024. "Inventor Mobility, Knowledge Diffusion, and Growth," ISER Discussion Paper 1244, Institute of Social and Economic Research, The University of Osaka.
    18. Ji, Yan, 2021. "Job Search under Debt: Aggregate Implications of Student Loans," Journal of Monetary Economics, Elsevier, vol. 117(C), pages 741-759.
    19. Stéphane Bonhomme, 2021. "Selection on Welfare Gains: Experimental Evidence from Electricity Plan Choice," Working Papers 2021-15, Becker Friedman Institute for Research In Economics.
    20. Xiao, Pengpeng, 2021. "Wage and Employment Discrimination by Gender in Labor Market Equilibrium," Working Papers 144, VATT Institute for Economic Research.
    21. Victoria Gregory, 2020. "Firms as Learning Environments: Implications for Earnings Dynamics and Job Search," Working Papers 2020-036, Federal Reserve Bank of St. Louis, revised Sep 2023.

    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. Paolo Martellini & Guido Menzio, 2020. "Declining Search Frictions, Unemployment, and Growth," Journal of Political Economy, University of Chicago Press, vol. 128(12), pages 4387-4437.
    2. Philip Jung & Moritz Kuhn, 2019. "Earnings Losses and Labor Mobility Over the Life Cycle," Journal of the European Economic Association, European Economic Association, vol. 17(3), pages 678-724.
    3. Jeremy Lise & Costas Meghir & Jean-Marc Robin, 2016. "Matching, Sorting and Wages," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 19, pages 63-87, January.
    4. Niklas Engbom & Christian Moser, 2022. "Earnings Inequality and the Minimum Wage: Evidence from Brazil," American Economic Review, American Economic Association, vol. 112(12), pages 3803-3847, December.
    5. repec:hal:spmain:info:hdl:2441/78hlmdbud88hhp5vbdddivv2hu is not listed on IDEAS
    6. Jeremy Lise & Costas Meghir & Jean-Marc Robin, 2016. "Matching, Sorting, and Wages," SciencePo Working papers hal-03392023, HAL.
    7. repec:spo:wpmain:info:hdl:2441/78hlmdbud88hhp5vbdddivv2hu is not listed on IDEAS
    8. Rasmus Lentz & Jesper Bagger, 2009. "An Empirical Model of Wage Dispersion with Sorting," 2009 Meeting Papers 964, Society for Economic Dynamics.
    9. Jesper Bagger & Rasmus Lentz, 2014. "An Empirical Model of Wage Dispersion with Sorting," Economics Working Papers 2014-11, Department of Economics and Business Economics, Aarhus University.
    10. Fatih Karahan & Serdar Ozkan & Jae Song, 2019. "Anatomy of Lifetime Earnings Inequality: Heterogeneity in Job Ladder Risk vs. Human Capital," Staff Reports 908, Federal Reserve Bank of New York.
    11. Gregory, Victoria & Menzio, Guido & Wiczer, David, 2025. "The alpha beta gamma of the labor market," Journal of Monetary Economics, Elsevier, vol. 150(C).
    12. Rune Vejlin & Gregory F. Veramendi, 2023. "Sufficient statistics for frictional wage dispersion and growth," Quantitative Economics, Econometric Society, vol. 14(3), pages 935-979, July.
    13. Christopher Taber & Rune Vejlin, 2020. "Estimation of a Roy/Search/Compensating Differential Model of the Labor Market," Econometrica, Econometric Society, vol. 88(3), pages 1031-1069, May.
    14. Paolo Martellini & Guido Menzio & Ludo Visschers, 2021. "Revisiting the Hypothesis of High Discounts and High Unemployment," The Economic Journal, Royal Economic Society, vol. 131(637), pages 2203-2232.
    15. Simon Jäger & Benjamin Schoefer & Samuel Young & Josef Zweimüller, 2020. "Wages and the Value of Nonemployment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(4), pages 1905-1963.
    16. Paolo Martellini & Guido Menzio, 2021. "Jacks of All Trades and Masters of One: Declining Search Frictions and Unequal Growth," American Economic Review: Insights, American Economic Association, vol. 3(3), pages 339-352, September.
    17. Katarína Borovičková & Robert Shimer, 2017. "High Wage Workers Work for High Wage Firms," NBER Working Papers 24074, National Bureau of Economic Research, Inc.
    18. Jesper Bagger & Francois Fontaine & Fabien Postel-Vinay & Jean-Marc Robin, 2014. "Tenure, Experience, Human Capital, and Wages," Post-Print hal-01301431, HAL.
    19. Pietro Garibaldi & Espen Moen & Dag-Einar Sommervoll, 2016. "Competitive On-the-job Search," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 19, pages 88-107, January.
    20. Gregor Jarosch & Ezra Oberfield & Esteban Rossi‐Hansberg, 2021. "Learning From Coworkers," Econometrica, Econometric Society, vol. 89(2), pages 647-676, March.
    21. Jesper Bagger & Fran?ois Fontaine & Fabien Postel-Vinay & Jean-Marc Robin, 2014. "Tenure, Experience, Human Capital, and Wages: A Tractable Equilibrium Search Model of Wage Dynamics," American Economic Review, American Economic Association, vol. 104(6), pages 1551-1596, June.
    22. Gottfries, Axel & Teulings, Coen, 2017. "Returns to On-the-Job Search and the Dispersion of Wages," IZA Discussion Papers 10668, Institute of Labor Economics (IZA).

    More about this item

    JEL classification:

    • E24 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity

    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:nbr:nberwo:25179. 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: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/nberrus.html .

    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.