IDEAS home Printed from https://ideas.repec.org/a/eee/labeco/v98y2026ics0927537125001563.html

Replacing labour with capital: Evidence from aggregate mobility shocks

Author

Listed:
  • Kannan, Bharadwaj
  • Pinheiro, Roberto
  • Turtle, Harry J.

Abstract

Do firms respond to labour mobility shocks? We construct an overlapping generations model where policies restricting labour mobility present firms with an important trade-off. Firms leverage their monopsony power to reduce late-career wages while early-career workers demand a wage premium to join the restricted sector. In response to higher labour turnover costs, firms alter their optimal capital–labour ratio. We confirm these predictions in the data by exploiting the statewide adoption by state supreme courts of the inevitable disclosure doctrine (IDD) as a valid legal doctrine intended to protect trade secrets by restricting labour mobility. Post-IDD, early-career workers receive higher starting wages, late-career workers experience slower wage growth, firms raise investment by 3.5%, and their capital–labour ratio by 5.5%. Our results suggest that firms respond meaningfully to labour mobility shocks by replacing labour with capital.

Suggested Citation

  • Kannan, Bharadwaj & Pinheiro, Roberto & Turtle, Harry J., 2026. "Replacing labour with capital: Evidence from aggregate mobility shocks," Labour Economics, Elsevier, vol. 98(C).
  • Handle: RePEc:eee:labeco:v:98:y:2026:i:c:s0927537125001563
    DOI: 10.1016/j.labeco.2025.102832
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0927537125001563
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.labeco.2025.102832?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. David Autor & David Dorn & Lawrence F. Katz & Christina Patterson & John Van Reenen, 2017. "Concentrating on the Fall of the Labor Share," American Economic Review, American Economic Association, vol. 107(5), pages 180-185, May.
    2. Callen, Jeffrey L. & Fang, Xiaohua & Zhang, Wenjun, 2020. "Protection of proprietary information and financial reporting opacity: Evidence from a natural experiment," Journal of Corporate Finance, Elsevier, vol. 64(C).
    3. Bruce C. Greenwald & Joseph E. Stiglitz, 1993. "Financial Market Imperfections and Business Cycles," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(1), pages 77-114.
    4. Clément de Chaisemartin & Xavier d'Haultfoeuille & Yannick Guyonvarch, 2019. "DID_MULTIPLEGT: Stata module to estimate sharp Difference-in-Difference designs with multiple groups and periods," Sciences Po Economics Publications (main) hal-03946768, HAL.
    5. Clément de Chaisemartin & Xavier D’Haultfœuille, 2023. "Two-way fixed effects and differences-in-differences with heterogeneous treatment effects: a survey," The Econometrics Journal, Royal Economic Society, vol. 26(3), pages 1-30.
    6. David Lagakos & Benjamin Moll & Tommaso Porzio & Nancy Qian & Todd Schoellman, 2018. "Life Cycle Wage Growth across Countries," Journal of Political Economy, University of Chicago Press, vol. 126(2), pages 797-849.
    7. Marianne Bertrand & Sendhil Mullainathan, 2003. "Enjoying the Quiet Life? Corporate Governance and Managerial Preferences," Journal of Political Economy, University of Chicago Press, vol. 111(5), pages 1043-1075, October.
    8. Mark J. Garmaise, 2011. "Ties that Truly Bind: Noncompetition Agreements, Executive Compensation, and Firm Investment," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 27(2), pages 376-425.
    9. Philippe Weil, 2008. "Overlapping Generations: The First Jubilee," Journal of Economic Perspectives, American Economic Association, vol. 22(4), pages 115-134, Fall.
    10. Mo Shen & David Denis, 2021. "Skilled Labor Mobility and Firm Value: Evidence from Green Card Allocations," The Review of Financial Studies, Society for Financial Studies, vol. 34(10), pages 4663-4700.
    11. Daniel Monte & Roberto Pinheiro, 2021. "Labor market competition over the business cycle," Economic Inquiry, Western Economic Association International, vol. 59(4), pages 1593-1615, October.
    12. David H. Autor & David Dorn, 2013. "The Growth of Low-Skill Service Jobs and the Polarization of the US Labor Market," American Economic Review, American Economic Association, vol. 103(5), pages 1553-1597, August.
    13. Joan Farre-Mensa & Alexander Ljungqvist, 2016. "Do Measures of Financial Constraints Measure Financial Constraints?," The Review of Financial Studies, Society for Financial Studies, vol. 29(2), pages 271-308.
    14. Paulo Guimarães & Pedro Portugal, 2010. "A simple feasible procedure to fit models with high-dimensional fixed effects," Stata Journal, StataCorp LLC, vol. 10(4), pages 628-649, December.
    15. Qiu, Buhui & Wang, Teng, 2018. "Does Knowledge Protection Benefit Shareholders? Evidence from Stock Market Reaction and Firm Investment in Knowledge Assets," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 53(3), pages 1341-1370, June.
    16. Jessica S Jeffers, 2024. "The Impact of Restricting Labor Mobility on Corporate Investment and Entrepreneurship," The Review of Financial Studies, Society for Financial Studies, vol. 37(1), pages 1-44.
    17. Cl'ement de Chaisemartin & Xavier D'Haultf{oe}uille, 2020. "Difference-in-Differences Estimators of Intertemporal Treatment Effects," Papers 2007.04267, arXiv.org, revised May 2026.
    18. Deqiu Chen & Huasheng Gao & Yujing Ma, 2021. "Human Capital-Driven Acquisition: Evidence from the Inevitable Disclosure Doctrine," Management Science, INFORMS, vol. 67(8), pages 4643-4664, August.
    19. repec:spo:wpecon:info:hdl:2441/8712 is not listed on IDEAS
    20. Jan De Loecker & Jan Eeckhout & Gabriel Unger, 2020. "The Rise of Market Power and the Macroeconomic Implications [“Econometric Tools for Analyzing Market Outcomes”]," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(2), pages 561-644.
    21. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth through Creative Destruction," Econometrica, Econometric Society, vol. 60(2), pages 323-351, March.
    22. Castellaneta, Francesco & Conti, Raffaele & Veloso, Francisco M. & Kemeny, Carlos A., 2016. "The effect of trade secret legal protection on venture capital investments: Evidence from the inevitable disclosure doctrine," Journal of Business Venturing, Elsevier, vol. 31(5), pages 524-541.
    23. Raghuram G. Rajan & Julie Wulf, 2006. "The Flattening Firm: Evidence from Panel Data on the Changing Nature of Corporate Hierarchies," The Review of Economics and Statistics, MIT Press, vol. 88(4), pages 759-773, November.
    24. Francesco Castellaneta & Raffaele Conti & Francisco Veloso & Carlos Kemeny, 2016. "The effect of trade secret legal protection on venture capital investments: Evidence from the inevitable disclosure doctrine," Post-Print halshs-03902430, HAL.
    25. Wildasin, David E. & Wilson, John Douglas, 1996. "Imperfect mobility and local government behaviour in an overlapping-generations model," Journal of Public Economics, Elsevier, vol. 60(2), pages 177-198, May.
    26. Goodman-Bacon, Andrew, 2021. "Difference-in-differences with variation in treatment timing," Journal of Econometrics, Elsevier, vol. 225(2), pages 254-277.
    27. Gu, Lifeng & Huang, Ruidi & Mao, Yifei & Tian, Xuan, 2022. "How Does Human Capital Matter? Evidence from Venture Capital," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 57(6), pages 2063-2094, September.
    28. Laurens Cherchye & Bram De Rock & Annalisa Ferrando & Klaas Mulier & Marijn Verschelde, 2020. "Identifying Financial Constraints," Working Papers ECARES 2020-04, ULB -- Universite Libre de Bruxelles.
    29. Robert Shimer, 2005. "The Cyclical Behavior of Equilibrium Unemployment and Vacancies," American Economic Review, American Economic Association, vol. 95(1), pages 25-49, March.
    30. Evan P. Starr & J.J. Prescott & Norman D. Bishara, 2021. "Noncompete Agreements in the US Labor Force," Journal of Law and Economics, University of Chicago Press, vol. 64(1), pages 53-84.
    31. Matt Marx & Deborah Strumsky & Lee Fleming, 2009. "Mobility, Skills, and the Michigan Non-Compete Experiment," Management Science, INFORMS, vol. 55(6), pages 875-889, June.
    32. Yonca Ertimur & Caleb Rawson & Jonathan L. Rogers & Sarah L. C. Zechman, 2018. "Bridging the Gap: Evidence from Externally Hired CEOs," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 56(2), pages 521-579, May.
    33. Charles J. Hadlock & Joshua R. Pierce, 2010. "New Evidence on Measuring Financial Constraints: Moving Beyond the KZ Index," The Review of Financial Studies, Society for Financial Studies, vol. 23(5), pages 1909-1940.
    34. Novak, Jiri & Bilinski, Pawel, 2018. "Social stigma and executive compensation," Journal of Banking & Finance, Elsevier, vol. 96(C), pages 169-184.
    35. Bernanke, Ben & Gertler, Mark, 1989. "Agency Costs, Net Worth, and Business Fluctuations," American Economic Review, American Economic Association, vol. 79(1), pages 14-31, March.
    36. repec:spo:wpmain:info:hdl:2441/8712 is not listed on IDEAS
    37. Qin Li & Ben Lourie & Alexander Nekrasov & Terry Shevlin, 2022. "Employee Turnover and Firm Performance: Large-Sample Archival Evidence," Management Science, INFORMS, vol. 68(8), pages 5667-5683, August.
    38. Klasa, Sandy & Ortiz-Molina, Hernán & Serfling, Matthew & Srinivasan, Shweta, 2018. "Protection of trade secrets and capital structure decisions," Journal of Financial Economics, Elsevier, vol. 128(2), pages 266-286.
    39. Francesco Castellaneta, 2016. "The effect of trade secret legal protection on venture capital investments: Evidence from the inevitable disclosure doctrine," Post-Print halshs-03902431, HAL.
    40. Jaeger, David A, 1997. "Reconciling the Old and New Census Bureau Education Questions: Recommendations for Researchers," Journal of Business & Economic Statistics, American Statistical Association, vol. 15(3), pages 300-309, July.
    41. Jan Eeckhout & Boyan Jovanovic, 2002. "Knowledge Spillovers and Inequality," American Economic Review, American Economic Association, vol. 92(5), pages 1290-1307, December.
    42. Alan Manning & Ted To, 2002. "Oligopsony and Monopsonistic Competition in Labor Markets," Journal of Economic Perspectives, American Economic Association, vol. 16(2), pages 155-174, Spring.
    43. Per Krusell & Lee E. Ohanian & JosÈ-Victor RÌos-Rull & Giovanni L. Violante, 2000. "Capital-Skill Complementarity and Inequality: A Macroeconomic Analysis," Econometrica, Econometric Society, vol. 68(5), pages 1029-1054, September.
    44. Nicholas Bloom & Luis Garicano & Raffaella Sadun & John Van Reenen, 2014. "The Distinct Effects of Information Technology and Communication Technology on Firm Organization," Management Science, INFORMS, vol. 60(12), pages 2859-2885, December.
    45. Acemoglu, Daron & Autor, David, 2011. "Skills, Tasks and Technologies: Implications for Employment and Earnings," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 12, pages 1043-1171, Elsevier.
    46. Bhaskar, V & To, Ted, 1999. "Minimum Wages for Ronald McDonald Monopsonies: A Theory of Monopsonistic Competition," Economic Journal, Royal Economic Society, vol. 109(455), pages 190-203, April.
    47. Russell W. Cooper & John C. Haltiwanger, 2006. "On the Nature of Capital Adjustment Costs," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 73(3), pages 611-633.
    48. Steven N. Kaplan & Luigi Zingales, 1997. "Do Investment-Cash Flow Sensitivities Provide Useful Measures of Financing Constraints?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(1), pages 169-215.
    49. Yue Qiu & Tracy Yue Wang, 2021. "Skilled Labor Risk and Corporate Policies [The growth of low skill service jobs and the polarization of the U.S. labor market]," The Review of Corporate Finance Studies, Society for Financial Studies, vol. 10(3), pages 437-472.
    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. Fung, Hung-Gay & Li, Tongxia & Lu, Chun & Wen, Min-Ming, 2025. "The inevitable disclosure doctrine: A facade or a curse in the CEO labor market," Journal of Banking & Finance, Elsevier, vol. 179(C).
    2. Bai, John (Jianqiu) & Eldemire, Ashleigh & Serfling, Matthew, 2024. "The effect of labor mobility on corporate investment and performance over the business cycle," Journal of Banking & Finance, Elsevier, vol. 166(C).
    3. Li, Tongxia & Lu, Chun & Xu, Lei, 2025. "Access to finance and cost stickiness: Evidence from anti-recharacterization laws," Advances in accounting, Elsevier, vol. 68(C).
    4. Huang, Yuyun Claudie & Tong, Jamie Yixing & Yang, Joey W., 2025. "Does external labour market activeness affect agency problem?," International Review of Financial Analysis, Elsevier, vol. 103(C).
    5. Contigiani, Andrea & Testoni, Marco, 2023. "Geographic isolation, trade secrecy, and innovation," Research Policy, Elsevier, vol. 52(8).
    6. Sarkodie, Helena & Boasiako, Kwabena & Keefe, Michael O’Connor & Nguyen, Justin & Tawiah, Bernard, 2025. "Right-to-work laws and venture capital investment," Journal of Banking & Finance, Elsevier, vol. 172(C).
    7. Heo, Yuna & Rhee, S. Ghon, 2025. "Natural disasters and the real effect of skilled labor mobility," Pacific-Basin Finance Journal, Elsevier, vol. 94(C).
    8. Chen, Steven Xianglong & Cao, Zhangfan & Zheng, Xiaolan, 2025. "Does trade secret protection spur human capital investment? Evidence from the Inevitable Disclosure Doctrine," Journal of Banking & Finance, Elsevier, vol. 181(C).
    9. Ee, Mong Shan & Huang, He & Cheng, Mingying, 2023. "Do labor mobility restrictions affect debt maturity?," Journal of Financial Stability, Elsevier, vol. 66(C).
    10. Joye Khoo & Adrian (Wai Kong) Cheung, 2023. "Does skilled labor risk matter to suppliers? Evidence from trade credit," The Financial Review, Eastern Finance Association, vol. 58(2), pages 423-447, May.
    11. Nguyen, Justin Hung & Qiu, Buhui, 2022. "Right-to-Work laws and corporate innovation," Journal of Corporate Finance, Elsevier, vol. 76(C).
    12. Bennett, Daniel L. & Wagner, Gary & Araki, Michael, 2024. "Labor market reform as an external enabler of high-growth entrepreneurship: A multi-level institutional contingency perspective," Journal of Business Venturing, Elsevier, vol. 39(6).
    13. Bradley, Daniel & Hu, Dan & Yuan, Xiaojing & Zhang, Chi, 2023. "Trade secret protection and product market dynamics," Journal of Corporate Finance, Elsevier, vol. 83(C).
    14. Oz Shy & Rune Stenbacka, 2023. "Noncompete agreements, training, and wage competition," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 32(2), pages 328-347, April.
    15. Etro, Federico, 2017. "Research in economics and macroeconomics," Research in Economics, Elsevier, vol. 71(3), pages 373-383.
    16. Vahagn Jerbashian, 2026. "On the elasticity of substitution between labor and ICT and IP capital and traditional capital," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 60, April.
    17. Cao, Zhangfan & Chen, Steven Xianglong & Lee, Edward, 2022. "Does business strategy influence interfirm financing? Evidence from trade credit," Journal of Business Research, Elsevier, vol. 141(C), pages 495-511.
    18. Marta Arroyabe & Christoph Grimpe & Katrin Hussinger, 2025. "Safeguarding Secrets, Shaping Acquisitions: Trade Secret Protection and the Role of Distance Between Acquirer and Target," Strategy Science, INFORMS, vol. 10(2), pages 148-165, June.
    19. Si, Yi & Yu, Minfeng & Zhang, Lei & Zhou, Qing (Clara), 2025. "Board reforms and firm employment: Worldwide evidence," Journal of Banking & Finance, Elsevier, vol. 171(C).
    20. He Li & Clas Wihlborg, 2026. "A renewed examination of how trade secret protection affects innovation: evidence from the inevitable disclosure doctrine," Journal of Regulatory Economics, Springer, vol. 69(1), pages 1-37, December.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    JEL classification:

    • G31 - Financial Economics - - Corporate Finance and Governance - - - Capital Budgeting; Fixed Investment and Inventory Studies
    • J42 - Labor and Demographic Economics - - Particular Labor Markets - - - Monopsony; Segmented Labor Markets

    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:eee:labeco:v:98:y:2026:i:c:s0927537125001563. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/labeco .

    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.