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Employee satisfaction and the cost of corporate borrowing

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  • Chi, Wentao
  • Chen, Yun

Abstract

This study identifies a channel through which stakeholders affect a firm's financing activities. We use employee reviews on Glassdoor.com, a major employer rating platform, to gauge the employee satisfaction of U.S.-listed firms. Using text-based sentiment measures based on 644,280 reviews over 11 years, we find the cost of debt financing is significantly higher for firms with low employee ratings and firms with negative employee sentiment in comments. The results are robust to a system GMM approach that alleviates endogeneity concerns. Our results suggest employee satisfaction improve financing conditions by signaling better growth potential and reducing agency conflicts with banks.

Suggested Citation

  • Chi, Wentao & Chen, Yun, 2021. "Employee satisfaction and the cost of corporate borrowing," Finance Research Letters, Elsevier, vol. 40(C).
  • Handle: RePEc:eee:finlet:v:40:y:2021:i:c:s1544612319314175
    DOI: 10.1016/j.frl.2020.101666
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    as
    1. Ranjay Gulati, 1999. "Network location and learning: the influence of network resources and firm capabilities on alliance formation," Strategic Management Journal, Wiley Blackwell, vol. 20(5), pages 397-420, May.
    2. Alchian, Armen A & Demsetz, Harold, 1972. "Production , Information Costs, and Economic Organization," American Economic Review, American Economic Association, vol. 62(5), pages 777-795, December.
    3. Dina Mayzlin & Yaniv Dover & Judith Chevalier, 2014. "Promotional Reviews: An Empirical Investigation of Online Review Manipulation," American Economic Review, American Economic Association, vol. 104(8), pages 2421-2455, August.
    4. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    5. Ben Lahouel, Béchir & Bruna, Maria-Giuseppina & Ben Zaied, Younes, 2020. "The curvilinear relationship between environmental performance and financial performance: An investigation of listed french firms using panel smooth transition model," Finance Research Letters, Elsevier, vol. 35(C).
    6. Huang, Jiekun, 2018. "The customer knows best: The investment value of consumer opinions," Journal of Financial Economics, Elsevier, vol. 128(1), pages 164-182.
    7. Williamson, Oliver E, 1973. "Markets and Hierarchies: Some Elementary Considerations," American Economic Review, American Economic Association, vol. 63(2), pages 316-325, May.
    8. Wu, Dejun & Lin, Chen & Liu, Sibo, 2016. "Does community environment matter to corporate social responsibility?," Finance Research Letters, Elsevier, vol. 18(C), pages 127-135.
    9. Lin, Chen & Ma, Yue & Malatesta, Paul & Xuan, Yuhai, 2011. "Ownership structure and the cost of corporate borrowing," Journal of Financial Economics, Elsevier, vol. 100(1), pages 1-23, April.
    10. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    11. Caskey, Judson & Ozel, N. Bugra, 2017. "Earnings expectations and employee safety," Journal of Accounting and Economics, Elsevier, vol. 63(1), pages 121-141.
    12. Rey Dang & Maria Giuseppina Bruna & L'Hocine Houanti & Riadh Manita, 2018. "Board gender diversity and ESG disclosure: Evidence from the US," Post-Print hal-01847924, HAL.
    13. Edmans, Alex, 2011. "Does the stock market fully value intangibles? Employee satisfaction and equity prices," Journal of Financial Economics, Elsevier, vol. 101(3), pages 621-640, September.
    14. Deng, Xin & Kang, Jun-koo & Low, Buen Sin, 2013. "Corporate social responsibility and stakeholder value maximization: Evidence from mergers," Journal of Financial Economics, Elsevier, vol. 110(1), pages 87-109.
    15. Kevin Zheng Zhou & Julie Juan Li & Nan Zhou & Chenting Su, 2008. "Market orientation, job satisfaction, product quality, and firm performance: evidence from China," Strategic Management Journal, Wiley Blackwell, vol. 29(9), pages 985-1000, September.
    16. Sudheer Chava & Michael R. Roberts, 2008. "How Does Financing Impact Investment? The Role of Debt Covenants," Journal of Finance, American Finance Association, vol. 63(5), pages 2085-2121, October.
    17. Wintoki, M. Babajide & Linck, James S. & Netter, Jeffry M., 2012. "Endogeneity and the dynamics of internal corporate governance," Journal of Financial Economics, Elsevier, vol. 105(3), pages 581-606.
    18. Riadh Manita & Maria Giuseppina Bruna & Rey Dang & L’Hocine Houanti, 2018. "Board gender diversity and ESG disclosure: evidence from the USA," Journal of Applied Accounting Research, Emerald Group Publishing Limited, vol. 19(2), pages 206-224, May.
    19. Maria Giuseppina Bruna & Rey Dang & Marie-José Scotto & Aymen Ammari, 2019. "Does board gender diversity affect firm risk-taking? Evidence from the French stock market," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 23(4), pages 915-938, December.
    20. Bae, Kee-Hong & Kang, Jun-Koo & Wang, Jin, 2011. "Employee treatment and firm leverage: A test of the stakeholder theory of capital structure," Journal of Financial Economics, Elsevier, vol. 100(1), pages 130-153, April.
    21. Bruna, Maria Giuseppina & Nicolò, Domenico, 2020. "Corporate reputation and social sustainability in the early stages of start-ups: A theoretical model to match stakeholders' expectations through corporate social commitment," Finance Research Letters, Elsevier, vol. 35(C).
    22. Taylor, Frederick Winslow, 1911. "The Principles of Scientific Management," History of Economic Thought Books, McMaster University Archive for the History of Economic Thought, number taylor1911.
    23. Green, T. Clifton & Huang, Ruoyan & Wen, Quan & Zhou, Dexin, 2019. "Crowdsourced employer reviews and stock returns," Journal of Financial Economics, Elsevier, vol. 134(1), pages 236-251.
    24. Lin, Chen & Schmid, Thomas & Xuan, Yuhai, 2018. "Employee representation and financial leverage," Journal of Financial Economics, Elsevier, vol. 127(2), pages 303-324.
    25. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    26. Windmeijer, Frank, 2005. "A finite sample correction for the variance of linear efficient two-step GMM estimators," Journal of Econometrics, Elsevier, vol. 126(1), pages 25-51, May.
    27. Harrison Hong & Jeffrey D. Kubik & Jose A. Scheinkman, 2012. "Financial Constraints on Corporate Goodness," NBER Working Papers 18476, National Bureau of Economic Research, Inc.
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    Cited by:

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    2. Bruna, Maria Giuseppina & Lahouel, Béchir Ben, 2022. "CSR & financial performance: Facing methodological and modeling issues commentary paper to the eponymous FRL article collection," Finance Research Letters, Elsevier, vol. 44(C).
    3. Becker, Mary & Cardazzi, Alexander & McGurk, Zachary, 2022. "Employee satisfaction and stock returns during the COVID-19 Pandemic," Journal of Behavioral and Experimental Finance, Elsevier, vol. 33(C).
    4. Yuanhui Li & Rongrong Chen & Erwei Xiang, 2022. "Corporate social responsibility, green financial system guidelines, and cost of debt financing: Evidence from pollution‐intensive industries in China," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 29(3), pages 593-608, May.
    5. Mary Becker & Alexander Cardazzi & Zachary McGurk, 2021. "Employee satisfaction and stock returns during the COVID-19 Pandemic," Working Papers 21-02, Department of Economics, West Virginia University.
    6. Zhi Su & Danni Wu & Zhenkun Zhou & Junran Wu & Libo Yin, 2023. "The Impact of Customer Online Satisfaction on Stock Returns: Evidence from the E-commerce Reviews in China," Papers 2306.12119, arXiv.org.
    7. Martijn Hendriks & Martijn Burger & Harry Commandeur, 2023. "The influence of CEO compensation on employee engagement," Review of Managerial Science, Springer, vol. 17(2), pages 607-633, February.
    8. Panpan Fu & Seema Wati Narayan & Olaf Weber & Yonggang Tian & Yi-Shuai Ren, 2022. "Does Local Confucian Culture Affect Corporate Environmental, Social, and Governance Ratings? Evidence from China," Sustainability, MDPI, vol. 14(24), pages 1-18, December.
    9. Carnevale, Concetta & Drago, Danilo, 2024. "Do banks price ESG risks? A critical review of empirical research," Research in International Business and Finance, Elsevier, vol. 69(C).

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    More about this item

    Keywords

    Employee satisfaction; Corporate social responsibility; User generated data; Stakeholder theory;
    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
    • J59 - Labor and Demographic Economics - - Labor-Management Relations, Trade Unions, and Collective Bargaining - - - Other

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