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Firms' Risk Adjustments to Minimum Wage: Financial Leverage and Labor Share Trade-off

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  • Ying Liang

Abstract

This paper evaluates the impact of the German minimum wage policy on firms' financial leverage. By using a comprehensive firm-establishment-employee linked dataset and a difference-in-differences estimation with firm-level variation in treatment intensity, the analysis shows that the average minimum wage level reduces firms' financial leverage by about 0.5 to 0.9 percentage points, corresponding to 1 to 2 percent of the mean of financial leverage. Further investigation of the mechanism shows that the minimum wage does not lead to significant capital-labor substitution; therefore, the labor share increases. Firms react to the increased labor share by deleveraging. The results suggest that while the minimum wage benefits workers by allocating more earnings to the labor force, it also introduces greater operating risks and encourages conservative financial behavior among firms.

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  • Ying Liang, 2024. "Firms' Risk Adjustments to Minimum Wage: Financial Leverage and Labor Share Trade-off," Papers 2408.03659, arXiv.org.
    • Handle: RePEc:arx:papers:2408.03659
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    1. Simon Jäger & Benjamin Schoefer & Jörg Heining, 2021. "Labor in the Boardroom," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 136(2), pages 669-725.
    2. 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.
    3. Isil Erel & Yeejin Jang & Michael S. Weisbach, 2015. "Do Acquisitions Relieve Target Firms’ Financial Constraints?," Journal of Finance, American Finance Association, vol. 70(1), pages 289-328, February.
    4. David Card, 1992. "Using Regional Variation in Wages to Measure the Effects of the Federal Minimum Wage," Working Papers 680, Princeton University, Department of Economics, Industrial Relations Section..
    5. Jonathan Meer & Jeremy West, 2016. "Effects of the Minimum Wage on Employment Dynamics," Journal of Human Resources, University of Wisconsin Press, vol. 51(2), pages 500-522.
    6. Bentolila Samuel & Saint-Paul Gilles, 2003. "Explaining Movements in the Labor Share," The B.E. Journal of Macroeconomics, De Gruyter, vol. 3(1), pages 1-33, October.
    7. Bossler Mario & Gürtzgen Nicole & Lochner Benjamin & Betzl Ute & Feist Lisa, 2020. "The German Minimum Wage: Effects on Productivity, Profitability, and Investments," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 240(2-3), pages 321-350, April.
    8. Mario Bossler & Ying Liang & Thorsten Schank, 2024. "The Devil is in the Details: Heterogeneous Effects of the German Minimum Wage on Working Hours and Minijobs," Papers 2403.17206, arXiv.org, revised May 2024.
    9. Marjan Petreski, 2022. "Minimum wage and manufacturing labor share: Evidence from North Macedonia," Finance Think Policy Studies 2022-02/41, Finance Think - Economic Research and Policy Institute.
    10. Dauth, Wolfgang & Eppelsheimer, Johann, 2020. "Preparing the sample of integrated labour market biographies (SIAB) for scientific analysis," Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 54(1), pages 1-10.
    11. Caliendo, Marco & Fedorets, Alexandra & Preuss, Malte & Schröder, Carsten & Wittbrodt, Linda, 2018. "The short-run employment effects of the German minimum wage reform," Labour Economics, Elsevier, vol. 53(C), pages 46-62.
    12. Joan Monras, 2019. "Minimum Wages and Spatial Equilibrium: Theory and Evidence," Journal of Labor Economics, University of Chicago Press, vol. 37(3), pages 853-904.
    13. Bellocchi, Alessandro & Travaglini, Giuseppe, 2023. "Can variable elasticity of substitution explain changes in labor shares?," Journal of Macroeconomics, Elsevier, vol. 76(C).
    14. Deborah Goldschmidt & Johannes F. Schmieder, 2017. "The Rise of Domestic Outsourcing and the Evolution of the German Wage Structure," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(3), pages 1165-1217.
    15. Sebastian Link, 2019. "The Price and Employment Response of Firms to the Introduction of Minimum Wages," CESifo Working Paper Series 7575, CESifo.
    16. Matthew Serfling, 2016. "Firing Costs and Capital Structure Decisions," Journal of Finance, American Finance Association, vol. 71(5), pages 2239-2286, October.
    17. Vom Berge, Philipp & Umkehrer, Matthias & Wanger, Susanne, 2023. "A correction procedure for the working hours variable in the IAB employee history," Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 57, pages 1-10.
    18. 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.
    19. Matthew T. Gustafson & Jason D. Kotter, 2023. "Higher Minimum Wages Reduce Capital Expenditures," Management Science, INFORMS, vol. 69(5), pages 2933-2953, May.
    20. Mirko Draca & Stephen Machin & John Van Reenen, 2011. "Minimum Wages and Firm Profitability," American Economic Journal: Applied Economics, American Economic Association, vol. 3(1), pages 129-151, January.
    21. Tobias Renkin & Claire Montialoux & Michael Siegenthaler, 2022. "The Pass-Through of Minimum Wages into U.S. Retail Prices: Evidence from Supermarket Scanner Data," The Review of Economics and Statistics, MIT Press, vol. 104(5), pages 890-908, December.
    22. Sven Jung & Claus Schnabel, 2011. "Paying More than Necessary? The Wage Cushion in Germany," LABOUR, CEIS, vol. 25(2), pages 182-197, June.
    23. Myers, Stewart C., 1984. "Capital structure puzzle," Working papers 1548-84., Massachusetts Institute of Technology (MIT), Sloan School of Management.
    24. Wolfgang Franz & Friedhelm Pfeiffer, 2006. "Reasons for Wage Rigidity in Germany," LABOUR, CEIS, vol. 20(2), pages 255-284, June.
    25. Mandelker, Gershon N. & Rhee, S. Ghon, 1984. "The Impact of the Degrees of Operating and Financial Leverage on Systematic Risk of Common Stock," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 19(1), pages 45-57, March.
    26. David Card, 1992. "Using Regional Variation in Wages to Measure the Effects of the Federal Minimum Wage," ILR Review, Cornell University, ILR School, vol. 46(1), pages 22-37, October.
    27. 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.
    28. Harvey, Campbell R. & Lins, Karl V. & Roper, Andrew H., 2004. "The effect of capital structure when expected agency costs are extreme," Journal of Financial Economics, Elsevier, vol. 74(1), pages 3-30, October.
    29. Parsons, Christopher & Titman, Sheridan, 2009. "Empirical Capital Structure: A Review," Foundations and Trends(R) in Finance, now publishers, vol. 3(1), pages 1-93, March.
    30. 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.
    31. Sudipto Sarkar, 2020. "The relationship between operating leverage and financial leverage," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 60(S1), pages 805-826, April.
    32. Wolfgang Dauth & Johann Eppelsheimer, 2020. "Preparing the sample of integrated labour market biographies (SIAB) for scientific analysis: a guide," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 54(1), pages 1-14, December.
    33. Schmidt, Reinhard H., 2019. "On the change of the German financial system," SAFE White Paper Series 61, Leibniz Institute for Financial Research SAFE.
    34. Myers, Stewart C, 1984. "The Capital Structure Puzzle," Journal of Finance, American Finance Association, vol. 39(3), pages 575-592, July.
    35. Sergio Firpo & Nicole M. Fortin & Thomas Lemieux, 2009. "Unconditional Quantile Regressions," Econometrica, Econometric Society, vol. 77(3), pages 953-973, May.
    36. Justin H. Leung, 2021. "Minimum Wage and Real Wage Inequality: Evidence from Pass-Through to Retail Prices," The Review of Economics and Statistics, MIT Press, vol. 103(4), pages 754-769, October.
    37. Mauer, David C & Triantis, Alexander J, 1994. "Interactions of Corporate Financing and Investment Decisions: A Dynamic Framework," Journal of Finance, American Finance Association, vol. 49(4), pages 1253-1277, September.
    38. Viviana Celli, 2022. "Causal mediation analysis in economics: Objectives, assumptions, models," Journal of Economic Surveys, Wiley Blackwell, vol. 36(1), pages 214-234, February.
    39. Antoniou, Antonios & Guney, Yilmaz & Paudyal, Krishna, 2008. "The Determinants of Capital Structure: Capital Market-Oriented versus Bank-Oriented Institutions," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 43(1), pages 59-92, March.
    40. Mario Bossler & Thorsten Schank, 2023. "Wage Inequality in Germany after the Minimum Wage Introduction," Journal of Labor Economics, University of Chicago Press, vol. 41(3), pages 813-857.
    41. Bossler, Mario & Liang, Ying & Schank, Thorsten, 2024. "The Devil Is in the Details: Heterogeneous Effects of the German Minimum Wage on Working Hours and Minijobs," IZA Discussion Papers 16964, Institute of Labor Economics (IZA).
    42. Stewart C. Myers, 1984. "Capital Structure Puzzle," NBER Working Papers 1393, National Bureau of Economic Research, Inc.
    43. Darush Yazdanfar & Peter Öhman, 2015. "Debt financing and firm performance: an empirical study based on Swedish data," Journal of Risk Finance, Emerald Group Publishing Limited, vol. 16(1), pages 102-118, January.
    44. Philipp Berge & Matthias Umkehrer & Susanne Wanger, 2023. "A correction procedure for the working hours variable in the IAB employee history," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 57(1), pages 1-16, December.
    45. Peter Harasztosi & Attila Lindner, 2019. "Who Pays for the Minimum Wage?," American Economic Review, American Economic Association, vol. 109(8), pages 2693-2727, August.
    46. repec:iab:iabjlr:v:54:i:1:p:art.10 is not listed on IDEAS
    47. 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.
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