IDEAS home Printed from https://ideas.repec.org/a/eee/corfin/v59y2019icp142-161.html
   My bibliography  Save this article

Outside employment opportunities, employee productivity, and debt discipline

Author

Listed:
  • Kale, Jayant R.
  • Ryan, Harley E.
  • Wang, Lingling

Abstract

Using a sample of over 99,000 firm year observations encompassing >13,800 firms from 1978 to 2007, we analyze how changes in labor market conditions influence the disciplining effect of debt on employee productivity. We document that better (worse) outside employment opportunities weaken (strengthen) the disciplinary effect of debt on employee output. The influence of outside employment options on leverage-output relation is robust to various controls for endogeneity, including using instrumental variables, a quasi-natural experiment, both firm and industry-level analysis, alternative model specifications, and controls for employees' work conditions and changes in work efficiencies. Altogether, our findings highlight the importance of labor market conditions on the efficacy of corporate financial policies and our understanding of how these policies influence economic outcomes.

Suggested Citation

  • Kale, Jayant R. & Ryan, Harley E. & Wang, Lingling, 2019. "Outside employment opportunities, employee productivity, and debt discipline," Journal of Corporate Finance, Elsevier, vol. 59(C), pages 142-161.
  • Handle: RePEc:eee:corfin:v:59:y:2019:i:c:p:142-161
    DOI: 10.1016/j.jcorpfin.2016.08.005
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0929119916301018
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jcorpfin.2016.08.005?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 search for a different version of it.

    References listed on IDEAS

    as
    1. Galai, Dan & Masulis, Ronald W., 1976. "The option pricing model and the risk factor of stock," Journal of Financial Economics, Elsevier, vol. 3(1-2), pages 53-81.
    2. Edward P. Lazear & Kathryn L. Shaw & Christopher Stanton, 2016. "Making Do with Less: Working Harder during Recessions," Journal of Labor Economics, University of Chicago Press, vol. 34(S1), pages 333-360.
    3. Kovenock, Dan & Phillips, Gordon M, 1997. "Capital Structure and Product Market Behavior: An Examination of Plant Exit and Investment Decisions," The Review of Financial Studies, Society for Financial Studies, vol. 10(3), pages 767-803.
    4. Vojislav Maksimovic, 1988. "Capital Structure in Repeated Oligopolies," RAND Journal of Economics, The RAND Corporation, vol. 19(3), pages 389-407, Autumn.
    5. Stulz, ReneM., 1990. "Managerial discretion and optimal financing policies," Journal of Financial Economics, Elsevier, vol. 26(1), pages 3-27, July.
    6. Gilson, Stuart C., 1990. "Bankruptcy, boards, banks, and blockholders : Evidence on changes in corporate ownership and control when firms default," Journal of Financial Economics, Elsevier, vol. 27(2), pages 355-387, October.
    7. Perotti, Enrico C & Spier, Kathryn E, 1993. "Capital Structure as a Bargaining Tool: The Role of Leverage in Contract Renegotiation," American Economic Review, American Economic Association, vol. 83(5), pages 1131-1141, December.
    8. Sanford J. Grossman & Oliver D. Hart, 1982. "Corporate Financial Structure and Managerial Incentives," NBER Chapters, in: The Economics of Information and Uncertainty, pages 107-140, National Bureau of Economic Research, Inc.
    9. Jensen, Michael C, 1986. "Agency Costs of Free Cash Flow, Corporate Finance, and Takeovers," American Economic Review, American Economic Association, vol. 76(2), pages 323-329, May.
    10. Gerard Hoberg & Gordon Phillips, 2010. "Real and Financial Industry Booms and Busts," Journal of Finance, American Finance Association, vol. 65(1), pages 45-86, February.
    11. Laroche, P., 2000. "What do Unions do to Productivity? A Meta-Analysis," Papers 2000-5, Groupe de recherche en économie financière et en gestion des entreprises, Universite Nancy 2.
    12. 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.
    13. Peter Cappelli & Keith Chauvin, 1991. "An Interplant Test of the Efficiency Wage Hypothesis," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(3), pages 769-787.
    14. 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.
    15. Raven Molloy & Christopher L. Smith & Abigail Wozniak, 2013. "Declining Migration wihin the US: The Role of the Labor Market," Working Papers 13-53, Center for Economic Studies, U.S. Census Bureau.
    16. Gilson, Stuart C., 1989. "Management turnover and financial distress," Journal of Financial Economics, Elsevier, vol. 25(2), pages 241-262, December.
    17. Baldwin, Carliss Y, 1983. "Productivity and Labor Unions: An Application of the Theory of Self-Enforcing Contracts," The Journal of Business, University of Chicago Press, vol. 56(2), pages 155-185, April.
    18. Mihir A Desai & Dhammika Dharmapala, 2009. "Corporate Tax Avoidance and Firm Value," The Review of Economics and Statistics, MIT Press, vol. 91(3), pages 537-546, August.
    19. Raghuram G. Rajan & Luigi Zingales, 1998. "Power in a Theory of the Firm," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(2), pages 387-432.
    20. Campello, Murillo, 2003. "Capital structure and product markets interactions: evidence from business cycles," Journal of Financial Economics, Elsevier, vol. 68(3), pages 353-378, June.
    21. Kale, Jayant R. & Shahrur, Husayn, 2007. "Corporate capital structure and the characteristics of suppliers and customers," Journal of Financial Economics, Elsevier, vol. 83(2), pages 321-365, February.
    22. Shushanik Hakobyan & John McLaren, 2016. "Looking for Local Labor Market Effects of NAFTA," The Review of Economics and Statistics, MIT Press, vol. 98(4), pages 728-741, October.
    23. Titman, Sheridan, 1984. "The effect of capital structure on a firm's liquidation decision," Journal of Financial Economics, Elsevier, vol. 13(1), pages 137-151, March.
    24. Shivaram Rajgopal & Terry Shevlin & Valentina Zamora, 2006. "CEOs' Outside Employment Opportunities and the Lack of Relative Performance Evaluation in Compensation Contracts," Journal of Finance, American Finance Association, vol. 61(4), pages 1813-1844, August.
    25. Opler, Tim & Titman, Sheridan, 1993. "The Determinants of Leveraged Buyout Activity: Free Cash Flow vs. Financial Distress Costs," Journal of Finance, American Finance Association, vol. 48(5), pages 1985-1999, December.
    26. Sharpe, Steven A, 1994. "Financial Market Imperfections, Firm Leverage, and the Cyclicality of Employment," American Economic Review, American Economic Association, vol. 84(4), pages 1060-1074, September.
    27. Erik Brynjolfsson & Lorin M. Hitt, 2003. "Computing Productivity: Firm-Level Evidence," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 793-808, November.
    28. Phillips, Gordon M., 1995. "Increased debt and industry product markets An empirical analysis," Journal of Financial Economics, Elsevier, vol. 37(2), pages 189-238, February.
    29. Kovenock, Dan & Phillips, Gordon, 1995. "Capital Structure and Product-Market Rivalry: How Do We Reconcile Theory and Evidence?," American Economic Review, American Economic Association, vol. 85(2), pages 403-408, May.
    30. Strebulaev, Ilya A. & Yang, Baozhong, 2013. "The mystery of zero-leverage firms," Journal of Financial Economics, Elsevier, vol. 109(1), pages 1-23.
    31. 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.
    32. Maksimovic, Vojislav, 1990. "Product Market Imperfections and Loan Commitments," Journal of Finance, American Finance Association, vol. 45(5), pages 1641-1653, December.
    33. Bolton, Patrick & Scharfstein, David S, 1990. "A Theory of Predation Based on Agency Problems in Financial Contracting," American Economic Review, American Economic Association, vol. 80(1), pages 93-106, March.
    34. Brander, James A. & Lewis, Tracy R., 1986. "Oligopoly and Financial Structure: The Limited Liability Effect," American Economic Review, American Economic Association, vol. 76(5), pages 956-970, December.
    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. Rosanne Altshuler & Harry Grubert, 2005. "The Three Parties in the Race to the Bottom: Host Governments, Home Governments and Multinational Companies," CESifo Working Paper Series 1613, CESifo.
    37. David A. Matsa, 2010. "Capital Structure as a Strategic Variable: Evidence from Collective Bargaining," Journal of Finance, American Finance Association, vol. 65(3), pages 1197-1232, June.
    38. Chen, Huafeng Jason & Kacperczyk, Marcin & Ortiz-Molina, Hernán, 2011. "Labor Unions, Operating Flexibility, and the Cost of Equity," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 46(1), pages 25-58, February.
    39. Gilson, Stuart C & Vetsuypens, Michael R, 1993. "CEO Compensation in Financially Distressed Firms: An Empirical Analysis," Journal of Finance, American Finance Association, vol. 48(2), pages 425-458, June.
    40. Campello, Murillo, 2006. "Debt financing: Does it boost or hurt firm performance in product markets?," Journal of Financial Economics, Elsevier, vol. 82(1), pages 135-172, October.
    41. Myers, Stewart C., 1977. "Determinants of corporate borrowing," Journal of Financial Economics, Elsevier, vol. 5(2), pages 147-175, November.
    42. Chevalier, Judith A, 1995. "Capital Structure and Product-Market Competition: Empirical Evidence from the Supermarket Industry," American Economic Review, American Economic Association, vol. 85(3), pages 415-435, June.
    43. Stephen G. Bronars & Donald R. Deere, 1991. "The Threat of Unionization, the Use of Debt, and the Preservation of Shareholder Wealth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(1), pages 231-254.
    44. John C. Gardner & Charles A. Trzcinka, 1992. "All‐Equity Firms And The Balancing Theory Of Capital Structure," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 15(1), pages 77-90, March.
    45. Wruck, Karen Hopper, 1994. "Financial policy, internal control, and performance Sealed Air Corporation's leveraged special dividend," Journal of Financial Economics, Elsevier, vol. 36(2), pages 157-192, October.
    46. Ravenscraft, David J, 1983. "Structure-Profit Relationships at the Line of Business and Industry Level," The Review of Economics and Statistics, MIT Press, vol. 65(1), pages 22-31, February.
    47. Agrawal, Anup & Nagarajan, Nandu J, 1990. "Corporate Capital Structure, Agency Costs, and Ownership Control: The Case of All-Equity Firms," Journal of Finance, American Finance Association, vol. 45(4), pages 1325-1331, September.
    48. Dasgupta, Sudipto & Sengupta, Kunal, 1993. "Sunk Investment, Bargaining and Choice of Capital Structure," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 34(1), pages 203-220, February.
    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. Xuan Zhang, 2023. "The impact of digital finance on corporate labor productivity: evidence from Chinese-listed companies," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 50(3), pages 527-550, September.
    2. Çolak, Gönül & Korkeamäki, Timo, 2021. "CEO mobility and corporate policy risk," Journal of Corporate Finance, Elsevier, vol. 69(C).
    3. Gill, Balbinder Singh & Choi, Jongmoo Jay & John, Kose, 2024. "Firm leverage and employee pay: The moderating role of CEO leadership style," International Review of Financial Analysis, Elsevier, vol. 95(PA).
    4. Ma, Guangyuan & Kong, Dongmin & Liu, Shasha, 2023. "Credit stimulus and corporate excess employees," International Review of Financial Analysis, Elsevier, vol. 89(C).
    5. Meng Chao & Chen Chen & Xu Heng & Li Ting, 2024. "Asset Pricing and Portfolio Investment Management Using Machine Learning: Research Trend Analysis Using Scientometrics," Economics - The Open-Access, Open-Assessment Journal, De Gruyter, vol. 18(1), pages 1-20.
    6. Raz, Arisyi F., 2023. "Bank liquidity creation and religious observance: Evidence from Ramadan fasting," Journal of Corporate Finance, Elsevier, vol. 83(C).
    7. Xia, Yanchun & Liu, Yu & Guo, Shijun & Xia, Yufeng, 2024. "IPO suspensions and labor employment decisions: Evidence from China," Research in International Business and Finance, Elsevier, vol. 70(PB).
    8. Hennig, Jan C. & Ahrens, Carolin & Oehmichen, Jana & Wolff, Michael, 2023. "Employee stock ownership and firm exit decisions: A cross-country analysis of rank-and-file employees," Accounting, Organizations and Society, Elsevier, vol. 104(C).
    9. Alona Bilokha & Sudip Gupta, 2024. "Shareholder litigation rights and firm productivity," Financial Markets, Institutions & Instruments, John Wiley & Sons, vol. 33(2), pages 65-90, May.

    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. Abdulaziz Istaitieh & José M. Rodríguez‐Fernández, 2006. "Factor‐product markets and firm's capital structure: A literature review," Review of Financial Economics, John Wiley & Sons, vol. 15(1), pages 49-75.
    2. Istaitieh, Abdulaziz & Rodriguez-Fernandez, Jose M., 2006. "Factor-product markets and firm's capital structure: A literature review," Review of Financial Economics, Elsevier, vol. 15(1), pages 49-75.
    3. T. Franck & N. Huyghebaert, 2004. "On the Interactions between Capital Structure and Product Markets.A Survey of the Literature," Review of Business and Economic Literature, KU Leuven, Faculty of Economics and Business (FEB), Review of Business and Economic Literature, vol. 0(4), pages 727-787.
    4. David A. Matsa, 2018. "Capital Structure and a Firm’s Workforce," NBER Working Papers 25125, National Bureau of Economic Research, Inc.
    5. Ferrés, Daniel & Ormazabal, Gaizka & Povel, Paul & Sertsios, Giorgo, 2021. "Capital structure under collusion," Journal of Financial Intermediation, Elsevier, vol. 45(C).
    6. Kale, Jayant R. & Shahrur, Husayn, 2007. "Corporate capital structure and the characteristics of suppliers and customers," Journal of Financial Economics, Elsevier, vol. 83(2), pages 321-365, February.
    7. Sertsios, Giorgo, 2020. "Corporate finance, industrial organization, and organizational economics," Journal of Corporate Finance, Elsevier, vol. 64(C).
    8. Rosellon Cifuentes, M.A., 1999. "Essays on financial policy, liquidation values and product markets," Other publications TiSEM 802f644e-3e93-4815-bf33-8, Tilburg University, School of Economics and Management.
    9. Ulrich Hege, 2010. "Acquisition Values and Optimal Financial (In)Flexibility," The Review of Financial Studies, Society for Financial Studies, vol. 23(7), pages 2865-2899, July.
    10. Aney, Madhav S. & Appelbaum, Elie & Banerji, Sanjay, 2019. "Firm boundaries and financing with opportunistic stakeholder behaviour," Journal of Corporate Finance, Elsevier, vol. 56(C), pages 437-457.
    11. Akyol, Ali C. & Verwijmeren, Patrick, 2013. "Human capital costs, firm leverage, and unemployment rates," Journal of Financial Intermediation, Elsevier, vol. 22(3), pages 464-481.
    12. Bernini, Michele & Guillou, Sarah & Bellone, Flora, 2015. "Financial leverage and export quality: Evidence from France," Journal of Banking & Finance, Elsevier, vol. 59(C), pages 280-296.
    13. Rizov, Marian, 2008. "Corporate capital structure and how soft budget constraints may affect it," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 22(4), pages 648-684.
    14. Xu, Jin, 2012. "Profitability and capital structure: Evidence from import penetration," Journal of Financial Economics, Elsevier, vol. 106(2), pages 427-446.
    15. Guney, Yilmaz & Li, Ling & Fairchild, Richard, 2011. "The relationship between product market competition and capital structure in Chinese listed firms," International Review of Financial Analysis, Elsevier, vol. 20(1), pages 41-51, January.
    16. Jianjun Miao, 2005. "Optimal Capital Structure and Industry Dynamics," Journal of Finance, American Finance Association, vol. 60(6), pages 2621-2659, December.
    17. Bandyopadhyay, Arindam & Barua, Nandita Malini, 2016. "Factors determining capital structure and corporate performance in India: Studying the business cycle effects," The Quarterly Review of Economics and Finance, Elsevier, vol. 61(C), pages 160-172.
    18. Le Pape, Nicolas, 2001. "Endettement des firmes et comportements de rivalité : l’apport des principaux modèles en économie industrielle," L'Actualité Economique, Société Canadienne de Science Economique, vol. 77(2), pages 281-302, juin.
    19. Campello, Murillo, 2006. "Debt financing: Does it boost or hurt firm performance in product markets?," Journal of Financial Economics, Elsevier, vol. 82(1), pages 135-172, October.
    20. Spagnolo, Giancarlo, 1998. "Debt as a (Credible) Collusive Device, or: "Everybody Happy but the Consumer"," SSE/EFI Working Paper Series in Economics and Finance 243, Stockholm School of Economics, revised 01 Aug 2004.

    More about this item

    Keywords

    Debt discipline; Agency theory; Outside employment opportunities; Employee productivity;
    All these keywords.

    JEL classification:

    • G30 - Financial Economics - - Corporate Finance and Governance - - - General
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • G38 - Financial Economics - - Corporate Finance and Governance - - - Government Policy and Regulation

    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:corfin:v:59:y:2019:i:c:p:142-161. 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/jcorpfin .

    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.