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Labor-saving innovations and capital structure

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  • Qiu, Jiaping
  • Wan, Chi
  • Wang, Yan

Abstract

This paper presents evidence that labor-saving technologies positively impact a firm's financial leverage. The results are robust with two different measures of labor-saving innovations: automation and process innovations. The effects are more pronounced in firms facing greater labor input rigidity, such as firms with higher labor intensity, share of minimum wage workers, and union coverage. Our analysis suggests that labor-saving innovations reduce wage rigidity, allowing firms to increase financial leverage.

Suggested Citation

  • Qiu, Jiaping & Wan, Chi & Wang, Yan, 2024. "Labor-saving innovations and capital structure," Journal of Corporate Finance, Elsevier, vol. 84(C).
    • Handle: RePEc:eee:corfin:v:84:y:2024:i:c:s0929119923001591
    DOI: 10.1016/j.jcorpfin.2023.102510
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    as
    1. Jack Favilukis & Xiaoji Lin & Xiaofei Zhao, 2020. "The Elephant in the Room: The Impact of Labor Obligations on Credit Markets," American Economic Review, American Economic Association, vol. 110(6), pages 1673-1712, June.
    2. Olga Kuzmina, 2013. "Operating Flexibility and Capital Structure: Evidence from a Natural Experiment," Working Papers w0197, Center for Economic and Financial Research (CEFIR).
    3. Huafeng (JASON) Chen & Marcin Kacperczyk & Hernán Ortiz-Molina, 2011. "Do Nonfinancial Stakeholders Affect the Pricing of Risky Debt? Evidence from Unionized Workers," Review of Finance, European Finance Association, vol. 16(2), pages 347-383.
    4. Ivo Welch, 2004. "Capital Structure and Stock Returns," Journal of Political Economy, University of Chicago Press, vol. 112(1), pages 106-131, February.
    5. Antonio Falato & Nellie Liang, 2016. "Do Creditor Rights Increase Employment Risk? Evidence from Loan Covenants," Journal of Finance, American Finance Association, vol. 71(6), pages 2545-2590, December.
    6. Wei Jiang, 2017. "Have Instrumental Variables Brought Us Closer to the Truth," The Review of Corporate Finance Studies, Society for Financial Studies, vol. 6(2), pages 127-140.
    7. Matthew Serfling, 2016. "Firing Costs and Capital Structure Decisions," Journal of Finance, American Finance Association, vol. 71(5), pages 2239-2286, October.
    8. Efraim Benmelech & Nittai K. Bergman & Ricardo J. Enriquez, 2012. "Negotiating with Labor under Financial Distress," The Review of Corporate Finance Studies, Society for Financial Studies, vol. 1(1), pages 28-67.
    9. Daron Acemoglu & Pascual Restrepo, 2018. "Artificial Intelligence, Automation, and Work," NBER Chapters, in: The Economics of Artificial Intelligence: An Agenda, pages 197-236, National Bureau of Economic Research, Inc.
    10. Nicholas Bloom & Mark Schankerman & John Van Reenen, 2013. "Identifying Technology Spillovers and Product Market Rivalry," Econometrica, Econometric Society, vol. 81(4), pages 1347-1393, July.
    11. Katja Mann & Lukas Püttmann, 2023. "Benign Effects of Automation: New Evidence from Patent Texts," The Review of Economics and Statistics, MIT Press, vol. 105(3), pages 562-579, May.
    12. Yapo Genevier N’guessan & Allen Featherstone & Oluwarotimi Odeh & Sreedhar Upendram, 2017. "Choice of the empirical definition of zero in the translog multiproduct cost functional form," Applied Economics Letters, Taylor & Francis Journals, vol. 24(15), pages 1112-1120, September.
    13. Xu, Jin, 2012. "Profitability and capital structure: Evidence from import penetration," Journal of Financial Economics, Elsevier, vol. 106(2), pages 427-446.
    14. Daron Acemoglu & Pascual Restrepo, 2018. "Low-Skill and High-Skill Automation," Journal of Human Capital, University of Chicago Press, vol. 12(2), pages 204-232.
    15. Georg Graetz & Guy Michaels, 2017. "Is Modern Technology Responsible for Jobless Recoveries?," American Economic Review, American Economic Association, vol. 107(5), pages 168-173, May.
    16. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    17. Agrawal, Ashwini K. & Matsa, David A., 2013. "Labor unemployment risk and corporate financing decisions," Journal of Financial Economics, Elsevier, vol. 108(2), pages 449-470.
    18. William T. Dickens & Lorenz Goette & Erica L. Groshen & Steinar Holden & Julian Messina & Mark E. Schweitzer & Jarkko Turunen & Melanie E. Ward, 2007. "How Wages Change: Micro Evidence from the International Wage Flexibility Project," Journal of Economic Perspectives, American Economic Association, vol. 21(2), pages 195-214, Spring.
    19. Jonathan B. Berk & Richard Stanton & Josef Zechner, 2010. "Human Capital, Bankruptcy, and Capital Structure," Journal of Finance, American Finance Association, vol. 65(3), pages 891-926, June.
    20. Donangelo, Andres & Gourio, François & Kehrig, Matthias & Palacios, Miguel, 2019. "The cross-section of labor leverage and equity returns," Journal of Financial Economics, Elsevier, vol. 132(2), pages 497-518.
    21. 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.
    22. Daron Acemoglu & Pascual Restrepo, 2018. "Artificial Intelligence, Automation and Work," Boston University - Department of Economics - Working Papers Series dp-298, Boston University - Department of Economics.
    23. 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.
    24. Carl M. Campbell III & Kunal S. Kamlani, 1997. "The Reasons for Wage Rigidity: Evidence from a Survey of Firms," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(3), pages 759-789.
    25. Cohen, Wesley M & Klepper, Steven, 1996. "Firm Size and the Nature of Innovation within Industries: The Case of Process and Product R&D," The Review of Economics and Statistics, MIT Press, vol. 78(2), pages 232-243, May.
    26. Pence Karen M., 2006. "The Role of Wealth Transformations: An Application to Estimating the Effect of Tax Incentives on Saving," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 5(1), pages 1-26.
    27. Daron Acemoglu & Pascual Restrepo, 2020. "Robots and Jobs: Evidence from US Labor Markets," Journal of Political Economy, University of Chicago Press, vol. 128(6), pages 2188-2244.
    28. Scherer, F. M., 1982. "Inter-industry technology flows in the United States," Research Policy, Elsevier, vol. 11(4), pages 227-245, August.
    29. Gary Gorton & Frank A. Schmid, 2004. "Capital, Labor, and The Firm: A Study of German Codetermination," Journal of the European Economic Association, MIT Press, vol. 2(5), pages 863-905, September.
    30. Julian Atanassov & E. Han Kim, 2009. "Labor and Corporate Governance: International Evidence from Restructuring Decisions," Journal of Finance, American Finance Association, vol. 64(1), pages 341-374, February.
    31. Duan, Naihua, et al, 1983. "A Comparison of Alternative Models for the Demand for Medical Care," Journal of Business & Economic Statistics, American Statistical Association, vol. 1(2), pages 115-126, April.
    32. 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.
    33. Daron Acemoglu & Pascual Restrepo, 2022. "Demographics and Automation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 89(1), pages 1-44.
    34. Peter MacKay & Gordon M. Phillips, 2005. "How Does Industry Affect Firm Financial Structure?," The Review of Financial Studies, Society for Financial Studies, vol. 18(4), pages 1433-1466.
    35. Barry T. Hirsch & David A. MacPherson, 2003. "Union Membership and Coverage Database from the Current Population Survey: Note," ILR Review, Cornell University, ILR School, vol. 56(2), pages 349-354, January.
    36. Maarten Goos & Alan Manning, 2007. "Lousy and Lovely Jobs: The Rising Polarization of Work in Britain," The Review of Economics and Statistics, MIT Press, vol. 89(1), pages 118-133, February.
    37. Justin R. Pierce & Peter K. Schott, 2009. "A Concordance Between Ten-Digit U.S. Harmonized System Codes and SIC/NAICS Product Classes and Industries," NBER Working Papers 15548, National Bureau of Economic Research, Inc.
    38. Alan S. Blinder & Don H. Choi, 1990. "A Shred of Evidence on Theories of Wage Stickiness," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 105(4), pages 1003-1015.
    39. Daron Acemoglu & Pascual Restrepo, 2018. "Demographics and Automation," Boston University - Department of Economics - Working Papers Series dp-299, Boston University - Department of Economics.
    40. Bena, Jan & Ortiz-Molina, Hernán & Simintzi, Elena, 2022. "Shielding firm value: Employment protection and process innovation," Journal of Financial Economics, Elsevier, vol. 146(2), pages 637-664.
    41. Rajan, Raghuram G & Zingales, Luigi, 1995. "What Do We Know about Capital Structure? Some Evidence from International Data," Journal of Finance, American Finance Association, vol. 50(5), pages 1421-1460, December.
    42. Elena Simintzi & Vikrant Vig & Paolo Volpin, 2015. "Labor Protection and Leverage," The Review of Financial Studies, Society for Financial Studies, vol. 28(2), pages 561-591.
    43. Myers, Stewart C., 1977. "Determinants of corporate borrowing," Journal of Financial Economics, Elsevier, vol. 5(2), pages 147-175, November.
    44. Frederic Scherer, 1984. "Using Linked Patent and R&D Data to Measure Interindustry Technology Flows," NBER Chapters, in: R&D, Patents, and Productivity, pages 417-464, National Bureau of Economic Research, Inc.
    45. John R. Graham, 2000. "How Big Are the Tax Benefits of Debt?," Journal of Finance, American Finance Association, vol. 55(5), pages 1901-1941, October.
    46. Peter K. Schott, 2008. "The relative sophistication of Chinese exports [‘Manufacturing Earnings and Compensation in China’]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 23(53), pages 6-49.
    47. John Shea, 1997. "Instrument Relevance in Multivariate Linear Models: A Simple Measure," The Review of Economics and Statistics, MIT Press, vol. 79(2), pages 348-352, May.
    48. Qiu, Jiaping & Wan, Chi, 2015. "Technology spillovers and corporate cash holdings," Journal of Financial Economics, Elsevier, vol. 115(3), pages 558-573.
    49. Lin, Chen & Schmid, Thomas & Xuan, Yuhai, 2018. "Employee representation and financial leverage," Journal of Financial Economics, Elsevier, vol. 127(2), pages 303-324.
    50. Efraim Benmelech & Michal Zator, 2022. "Robots and Firm Investment," NBER Working Papers 29676, National Bureau of Economic Research, Inc.
    51. Mukesh Eswaran & Nancy Gallini, 1996. "Patent Policy and the Direction of Technological Change," RAND Journal of Economics, The RAND Corporation, vol. 27(4), pages 722-746, Winter.
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    More about this item

    Keywords

    Automation; Capital structure; Labor economics; Financial leverage; Wage rigidity;
    All these keywords.

    JEL classification:

    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • G33 - Financial Economics - - Corporate Finance and Governance - - - Bankruptcy; Liquidation
    • J30 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - General
    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes

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