IDEAS home Printed from https://ideas.repec.org/p/fip/fedgfe/2023-23.html
   My bibliography  Save this paper

Workplace Automation and Corporate Liquidity Policy

Author

Abstract

Using an occupational probability of computerization, we measure a firm’s ability to replace labor with automated capital. Our evidence suggests that the potential to automate a workforce enhances operating flexibility, allowing firms to hold less precautionary cash. To provide evidence for this mechanism, we exploit the 2011–2012 Thailand hard drive crisis as an exogenous shock to the cost of automation. In addition, the negative relation between prospective automation and cash holdings is greater for firms with a lower expected cost of worker displacement and greater labor-induced operating leverage.

Suggested Citation

  • Jessie Jiaxu Wang, 2023. "Workplace Automation and Corporate Liquidity Policy," Finance and Economics Discussion Series 2023-023, Board of Governors of the Federal Reserve System (U.S.).
    • Handle: RePEc:fip:fedgfe:2023-23
    DOI: 10.17016/FEDS.2023.023
    as

    Download full text from publisher

    File URL: https://www.federalreserve.gov/econres/feds/files/2023023pap.pdf
    Download Restriction: no
    File URL: https://libkey.io/10.17016/FEDS.2023.023?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
    ---><---

    References listed on IDEAS

    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. David Autor & Anna Salomons, 2018. "Is Automation Labor-Displacing? Productivity Growth, Employment, and the Labor Share," NBER Working Papers 24871, National Bureau of Economic Research, Inc.
    3. Topel, Robert H, 1983. "On Layoffs and Unemployment Insurance," American Economic Review, American Economic Association, vol. 73(4), pages 541-559, September.
    4. Thomas W. Bates & Kathleen M. Kahle & René M. Stulz, 2009. "Why Do U.S. Firms Hold So Much More Cash than They Used To?," Journal of Finance, American Finance Association, vol. 64(5), pages 1985-2021, October.
    5. Matthew Serfling, 2016. "Firing Costs and Capital Structure Decisions," Journal of Finance, American Finance Association, vol. 71(5), pages 2239-2286, October.
    6. Andrés Donangelo, 2014. "Labor Mobility: Implications for Asset Pricing," Journal of Finance, American Finance Association, vol. 69(3), pages 1321-1346, June.
    7. 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.
    8. Alison L. Booth & Marco Francesconi & Jeff Frank, 2002. "Temporary Jobs: Stepping Stones Or Dead Ends?," Economic Journal, Royal Economic Society, vol. 112(480), pages 189-213, June.
    9. Kahn, Shulamit, 1997. "Evidence of Nominal Wage Stickiness from Microdata," American Economic Review, American Economic Association, vol. 87(5), pages 993-1008, December.
    10. Frederico Belo & Xiaoji Lin & Santiago Bazdresch, 2014. "Labor Hiring, Investment, and Stock Return Predictability in the Cross Section," Journal of Political Economy, University of Chicago Press, vol. 122(1), pages 129-177.
    11. Alan D. Crane & Sébastien Michenaud & James P. Weston, 2016. "Editor's Choice The Effect of Institutional Ownership on Payout Policy: Evidence from Index Thresholds," The Review of Financial Studies, Society for Financial Studies, vol. 29(6), pages 1377-1408.
    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. 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.
    14. Dittmar, Amy & Mahrt-Smith, Jan, 2007. "Corporate governance and the value of cash holdings," Journal of Financial Economics, Elsevier, vol. 83(3), pages 599-634, March.
    15. David H. Autor & Frank Levy & Richard J. Murnane, 2003. "The skill content of recent technological change: an empirical exploration," Proceedings, Federal Reserve Bank of San Francisco, issue Nov.
    16. Jeffrey Clemens & Lisa B. Kahn & Jonathan Meer, 2018. "The Minimum Wage, Fringe Benefits, and Worker Welfare," NBER Working Papers 24635, National Bureau of Economic Research, Inc.
    17. 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.
    18. Alice Adams Bonaimé & Kristine Watson Hankins & Jarrad Harford, 2014. "Financial Flexibility, Risk Management, and Payout Choice," The Review of Financial Studies, Society for Financial Studies, vol. 27(4), pages 1074-1101.
    19. Paul Gompers & Joy Ishii & Andrew Metrick, 2003. "Corporate Governance and Equity Prices," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(1), pages 107-156.
    20. Daron Acemoglu & Pascual Restrepo, 2018. "The Race between Man and Machine: Implications of Technology for Growth, Factor Shares, and Employment," American Economic Review, American Economic Association, vol. 108(6), pages 1488-1542, June.
    21. Lauren Cohen & Andrea Frazzini, 2008. "Economic Links and Predictable Returns," Journal of Finance, American Finance Association, vol. 63(4), pages 1977-2011, August.
    22. Michael Faulkender & Rong Wang, 2006. "Corporate Financial Policy and the Value of Cash," Journal of Finance, American Finance Association, vol. 61(4), pages 1957-1990, August.
    23. Knesl, Jiří, 2023. "Automation and the displacement of labor by capital: Asset pricing theory and empirical evidence," Journal of Financial Economics, Elsevier, vol. 147(2), pages 271-296.
    24. Jesse M Fried & Charles C Y Wang, 2019. "Short-Termism and Capital Flows," The Review of Corporate Finance Studies, Society for Financial Studies, vol. 8(1), pages 207-233.
    25. Alan S. Blinder, 2009. "How Many US Jobs Might be Offshorable?," World Economics, World Economics, 1 Ivory Square, Plantation Wharf, London, United Kingdom, SW11 3UE, vol. 10(2), pages 41-78, April.
    26. Paul J. Irvine & Jeffrey Pontiff, 2009. "Idiosyncratic Return Volatility, Cash Flows, and Product Market Competition," The Review of Financial Studies, Society for Financial Studies, vol. 22(3), pages 1149-1177.
    27. Mohamed Ghaly & Viet Anh Dang & Konstantinos Stathopoulos, 2017. "Cash Holdings and Labor Heterogeneity: The Role of Skilled Labor," The Review of Financial Studies, Society for Financial Studies, vol. 30(10), pages 3636-3668.
    28. Walter Y. Oi, 1962. "Labor as a Quasi-Fixed Factor," Journal of Political Economy, University of Chicago Press, vol. 70, pages 538-538.
    29. Timothy F. Bresnahan & Erik Brynjolfsson & Lorin M. Hitt, 2002. "Information Technology, Workplace Organization, and the Demand for Skilled Labor: Firm-Level Evidence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(1), pages 339-376.
    30. José A. Azar & Jean-François Kagy & Martin C. Schmalz, 2016. "Can Changes in the Cost of Carry Explain the Dynamics of Corporate "Cash" Holdings?," The Review of Financial Studies, Society for Financial Studies, vol. 29(8), pages 2194-2240.
    31. Cláudia Custódio, 2014. "Mergers and Acquisitions Accounting and the Diversification Discount," Journal of Finance, American Finance Association, vol. 69(1), pages 219-240, February.
    32. Heider, Florian & Ljungqvist, Alexander, 2015. "As certain as debt and taxes: Estimating the tax sensitivity of leverage from state tax changes," Journal of Financial Economics, Elsevier, vol. 118(3), pages 684-712.
    33. Jagannathan, Murali & Stephens, Clifford P. & Weisbach, Michael S., 2000. "Financial flexibility and the choice between dividends and stock repurchases," Journal of Financial Economics, Elsevier, vol. 57(3), pages 355-384, September.
    34. Frederico Belo & Jun Li & Xiaoji Lin & Xiaofei Zhao, 2017. "Labor-Force Heterogeneity and Asset Prices: The Importance of Skilled Labor," The Review of Financial Studies, Society for Financial Studies, vol. 30(10), pages 3669-3709.
    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. Jack Favilukis & Xiaoji Lin, 2016. "Wage Rigidity: A Quantitative Solution to Several Asset Pricing Puzzles," The Review of Financial Studies, Society for Financial Studies, vol. 29(1), pages 148-192.
    37. Jarrad Harford & Sattar A. Mansi & William F. Maxwell, 2012. "Corporate Governance and Firm Cash Holdings in the U.S," Springer Books, in: Sabri Boubaker & Bang Dang Nguyen & Duc Khuong Nguyen (ed.), Corporate Governance, edition 127, pages 107-138, Springer.
    38. Cen, Ling & Maydew, Edward L. & Zhang, Liandong & Zuo, Luo, 2017. "Customer–supplier relationships and corporate tax avoidance," Journal of Financial Economics, Elsevier, vol. 123(2), pages 377-394.
    39. Jie He & Xuan Tian & Huan Yang & Luo Zuo, 2020. "Asymmetric Cost Behavior and Dividend Policy," Journal of Accounting Research, Wiley Blackwell, vol. 58(4), pages 989-1021, September.
    40. 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.
    41. Peters, Ryan H. & Taylor, Lucian A., 2017. "Intangible capital and the investment-q relation," Journal of Financial Economics, Elsevier, vol. 123(2), pages 251-272.
    42. Paul J. Irvine & Jeffrey Pontiff, 2009. "Idiosyncratic Return Volatility, Cash Flows, and Product Market Competition," The Review of Financial Studies, Society for Financial Studies, vol. 22(3), pages 1149-1177, March.
    43. 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.
    44. Janet Gao, 2021. "Managing Liquidity in Production Networks: The Role of Central Firms [, and Ferrell A. (2009): What matters corporate governance?]," Review of Finance, European Finance Association, vol. 25(3), pages 819-861.
    45. Lars-Alexander Kuehn & Mikhail Simutin & Jessie Jiaxu Wang, 2017. "A Labor Capital Asset Pricing Model," Journal of Finance, American Finance Association, vol. 72(5), pages 2131-2178, October.
    46. Lucian Bebchuk & Alma Cohen & Allen Ferrell, 2009. "What Matters in Corporate Governance?," The Review of Financial Studies, Society for Financial Studies, vol. 22(2), pages 783-827, February.
    47. Fama, Eugene F. & French, Kenneth R., 1993. "Common risk factors in the returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 33(1), pages 3-56, February.
    48. Dowrick, Steve & Spencer, Barbara J, 1994. "Union Attitudes to Labor-Saving Innovation: When Are Unions Luddites?," Journal of Labor Economics, University of Chicago Press, vol. 12(2), pages 316-344, April.
    49. Jarrad Harford, 1999. "Corporate Cash Reserves and Acquisitions," Journal of Finance, American Finance Association, vol. 54(6), pages 1969-1997, December.
    50. García, Diego & Norli, Øyvind, 2012. "Geographic dispersion and stock returns," Journal of Financial Economics, Elsevier, vol. 106(3), pages 547-565.
    51. Igor Cunha & Joshua Pollet & David Denis, 2020. "Why Do Firms Hold Cash? Evidence from Demographic Demand Shifts," The Review of Financial Studies, Society for Financial Studies, vol. 33(9), pages 4102-4138.
    52. Gerard Hoberg & Gordon Phillips & Nagpurnanand Prabhala, 2014. "Product Market Threats, Payouts, and Financial Flexibility," Journal of Finance, American Finance Association, vol. 69(1), pages 293-324, February.
    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. Chang, Ching-Hung & Chen, Sheng-Syan & Chen, Yan-Shing & Peng, Shu-Cing, 2019. "Commitment to build trust by socially responsible firms: Evidence from cash holdings," Journal of Corporate Finance, Elsevier, vol. 56(C), pages 364-387.
    2. David A. Matsa, 2018. "Capital Structure and a Firm’s Workforce," NBER Working Papers 25125, National Bureau of Economic Research, Inc.
    3. Beuselinck, Christof & Markarian, Garen & Verriest, Arnt, 2021. "Employee protection shocks and corporate cash holdings," Journal of Corporate Finance, Elsevier, vol. 69(C).
    4. Nguyen, Justin Hung & Qiu, Buhui, 2022. "Right-to-Work laws and corporate innovation," Journal of Corporate Finance, Elsevier, vol. 76(C).
    5. Christof Beuselinck & Garen Markarian & Arnt Verriest, 2021. "Employee protection shocks and corporate cash holdings," Post-Print hal-03597869, HAL.
    6. Nguyen, Justin Hung, 2022. "How do labor adjustment costs affect corporate tax planning? Evidence from labor skills," International Review of Financial Analysis, Elsevier, vol. 83(C).
    7. Alimov, Azizjon, 2014. "Product market competition and the value of corporate cash: Evidence from trade liberalization," Journal of Corporate Finance, Elsevier, vol. 25(C), pages 122-139.
    8. Karpuz, Ahmet & Kim, Kirak & Ozkan, Neslihan, 2020. "Employment protection laws and corporate cash holdings," Journal of Banking & Finance, Elsevier, vol. 111(C).
    9. Ting-Kai Chou & Hsuan-Ling Feng, 2019. "Multiple directorships and the value of cash holdings," Review of Quantitative Finance and Accounting, Springer, vol. 53(3), pages 663-699, October.
    10. Dang, Viet A. & De Cesari, Amedeo & Phan, Hieu V., 2021. "Employment protection and share repurchases: Evidence from wrongful discharge laws," Journal of Corporate Finance, Elsevier, vol. 69(C).
    11. Ahrends, Meike & Drobetz, Wolfgang & Puhan, Tatjana Xenia, 2018. "Cyclicality of growth opportunities and the value of cash holdings," Journal of Financial Stability, Elsevier, vol. 37(C), pages 74-96.
    12. Bae, Jaewan & Kang, Jangkoo, 2023. "Human capital quality and stock returns," Journal of Banking & Finance, Elsevier, vol. 152(C).
    13. Justin Hung Nguyen & Buhui Qiu, 2022. "The effect of skilled labor intensity on corporate dividend payouts," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 49(5-6), pages 963-1010, May.
    14. Ward, Charles & Yin, Chao & Zeng, Yeqin, 2018. "Institutional investor monitoring motivation and the marginal value of cash," Journal of Corporate Finance, Elsevier, vol. 48(C), pages 49-75.
    15. Rong, Yuen & Tian, Cunzhi & Li, Lifang & Zheng, Xinwei, 2020. "Labor hiring and stock return: A model and new evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 59(C).
    16. Kim, Hyeong Joon & Han, Seung Hun & Mun, Seongjae, 2022. "Analyzing the effects of terrorist attacks on the value of cash holdings," Finance Research Letters, Elsevier, vol. 45(C).
    17. Frederico Belo & Jun Li & Xiaoji Lin & Xiaofei Zhao, 2017. "Labor-Force Heterogeneity and Asset Prices: The Importance of Skilled Labor," The Review of Financial Studies, Society for Financial Studies, vol. 30(10), pages 3669-3709.
    18. Huang, Qianqian & Jiang, Feng & Wu, Szu-Yin (Jennifer), 2018. "Does short-maturity debt discipline managers? Evidence from cash-rich firms' acquisition decisions," Journal of Corporate Finance, Elsevier, vol. 53(C), pages 133-154.
    19. Schmalz, Martin, 2018. "Unionization, Cash, and Leverage," CEPR Discussion Papers 12595, C.E.P.R. Discussion Papers.
    20. Audrey Wenhsin Hsu & Sophia Hsintsai Liu, 2018. "Parent-subsidiary investment layers and the value of corporate cash holdings," Review of Quantitative Finance and Accounting, Springer, vol. 51(3), pages 651-681, October.

    More about this item

    Keywords

    Automation; Operating flexibility; Corporate liquidity policy; Substitutability of labor with automated capital; Labor-induced operating leverage;
    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
    • G35 - Financial Economics - - Corporate Finance and Governance - - - Payout Policy
    • J23 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Demand
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes

    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:fip:fedgfe:2023-23. 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: Ryan Wolfslayer ; Keisha Fournillier (email available below). General contact details of provider: https://edirc.repec.org/data/frbgvus.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.