Hostname: page-component-77c89778f8-swr86 Total loading time: 0 Render date: 2024-07-23T09:31:50.410Z Has data issue: false hasContentIssue false

Workforce Policies and Operational Risk: Evidence from U.S. Bank Holding Companies

Published online by Cambridge University Press:  15 September 2022

Filippo Curti
Affiliation:
Quantitative Supervision & Research, Federal Reserve Bank of Richmond filippo.curti@rich.frb.org
Larry Fauver
Affiliation:
Haslam College of Business, University of Tennessee lafauver@utk.edu
Atanas Mihov*
Affiliation:
School of Business, University of Kansas
*
amihov@ku.edu (corresponding author)

Abstract

Using supervisory data on operational losses from large U.S. bank holding companies (BHCs), we show that BHCs with socially responsible workforce policies suffer lower operational losses per dollar of total assets. The association significantly varies by the type of workforce policies and the type of operational losses. It is driven not only by small frequent losses but also by severe tail operational risk events. Further, the risk-reducing effects of the socially responsible workforce policies are stronger for larger BHCs with more employees. Our findings have important implications for banking organization performance, risk, and supervision.

Type
Research Article
Copyright
© The Author(s), 2022. Published by Cambridge University Press on behalf of the Michael G. Foster School of Business, University of Washington

Access options

Get access to the full version of this content by using one of the access options below. (Log in options will check for institutional or personal access. Content may require purchase if you do not have access.)

Footnotes

The authors thank an anonymous referee, Azamat Abdymomunov, Laura Baselga-Pascual, Jon Bzdawka, Scott Frame, Jeff Gerlach, Jarrad Harford (the editor), Ping McLemore, Matthew Serfling, Alvaro Taboada, Wei Wang and seminar and conference participants at the Federal Reserve Bank of Richmond, the University of Tennessee, University of Tennessee C. Warren Neel Corporate Governance Center Research Forum, and the 2021 Financial Management Association Annual Meeting. They thank Cooper Killen for research assistance. All errors are those of the authors alone. The views expressed in this article do not necessarily reflect those of the Federal Reserve Bank of Richmond or the Federal Reserve System.

References

Abdymomunov, A.; Curti, F.; and Mihov, A.. “U.S. Banking Sector Operational Losses and the Macroeconomic Environment.” Journal of Money, Credit and Banking, 52 (2020), 115144.CrossRefGoogle Scholar
Abdymomunov, A., and Mihov, A.. “Operational Risk and Risk Management Quality: Evidence from U.S. Bank Holding Companies.” Journal of Financial Services Research, 56 (2019), 7393.CrossRefGoogle Scholar
Acemoglu, D., and Pischke, J.-S.. “Why Do Firms Train? Theory and Evidence.” Quarterly Journal of Economics, 113 (1998), 79119.CrossRefGoogle Scholar
Adhikari, B. K.Causal Effect of Analyst Following on Corporate Social Responsibility.” Journal of Corporate Finance, 41 (2016), 201216.CrossRefGoogle Scholar
Afonso, G.; Curti, F.; and Mihov, A.. “Coming to Terms with Operational Risk.” Federal Reserve Bank of New York Liberty Street Economics (2019).Google Scholar
Ahmed, A. S.; Takeda, C.; and Thomas, S.. “Bank Loan Loss Provisions: A Reexamination of Capital Management, Earnings Management and Signaling Effects.” Journal of Accounting and Economics, 28 (1999), 125.CrossRefGoogle Scholar
Akerlof, G. A.Labor Contracts as Partial Gift Exchange.” Quarterly Journal of Economics, 97 (1982), 543569.CrossRefGoogle Scholar
Alchian, A. A., and Demsetz, H.. “Production, Information Costs, and Economic Organization.” American Economic Review, 62 (1972), 777795.Google Scholar
Almeida, H.; Hankins, K. W.; and Williams, R.. “Risk Management with Supply Contracts.” Review of Financial Studies, 30 (2017), 41794215.CrossRefGoogle Scholar
Bae, K.-H.; Kang, J.-K.; and Wang, J.. “Employee Treatment and Firm Leverage: A Test of the Stakeholder Theory of Capital Structure.” Journal of Financial Economics, 100 (2011), 130153.CrossRefGoogle Scholar
Baicker, K.; Cutler, D.; and Song, Z.. “Workplace Wellness Programs Can Generate Savings.” Health Affairs, 29 (2010), 304311.Google ScholarPubMed
Barron, J. M.; Black, D. A.; and Loewenstein, M. A.. “Employer Size: The Implications for Search, Training, Capital Investment, Starting Wages, and Wage Growth.” Journal of Labor Economics, 5 (1987), 7689.CrossRefGoogle Scholar
Bartel, A. P.Productivity Gains from the Implementation of Employee Training Programs.” Industrial Relations, 33 (1994), 411425.CrossRefGoogle Scholar
Basel Committee on Banking Supervision. “Working Paper on the Regulatory Treatment of Operational Risk.” Bank of International Settlements (2001).Google Scholar
Basel Committee on Banking Supervision. “International Convergence of Capital Measurement and Capital Standards.” Bank of International Settlements (2006).Google Scholar
Basel Committee on Banking Supervision. “Principles for the Sound Management of Operational Risk.” Bank of International Settlements (2011).Google Scholar
Basel Committee on Banking Supervision. “Stress Testing Principles.” Bank of International Settlements (2018).Google Scholar
Berger, A.; Curti, F.; Mihov, A.; and Sedunov, J.. “Operational Risk Is More Systemic than You Think: Evidence from U.S. Bank Holding Companies.” Journal of Banking & Finance, 143 (2022), 106619.CrossRefGoogle Scholar
Bloom, N.; Liang, J.; Roberts, J.; and Ying, Z. J.. “Does Working from Home Work? Evidence from a Chinese Experiment.” Quarterly Journal of Economics, 130 (2014), 165218.CrossRefGoogle Scholar
Bolton, P.; Chen, H.; and Wang, N.. “A Unified Theory of Tobin’s Q, Corporate Investment, Financing, and Risk Management.” Journal of Finance, 66 (2011), 15451578.CrossRefGoogle Scholar
Bonaimé, A. A.; Hankins, K. W.; and Harford, J.. “Financial Flexibility, Risk Management, and Payout Choice.” Review of Financial Studies, 27 (2013), 10741101.CrossRefGoogle Scholar
Borusyak, K.; Jaravel, X.; and Spiess, J.. “Revisiting Event Study Designs: Robust and Efficient Estimation.” Working Paper, available at https://arxiv.org/abs/2108.12419 (2021).Google Scholar
Brown, C., and Medoff, J.. “The Employer Size-Wage Effect.” Journal of Political Economy, 97 (1989), 10271059.CrossRefGoogle Scholar
Callison, K., and Pesko, M.. “The Effect of Paid Sick Leave Mandates on Access to Paid Leave and Work Absences.” Working Paper, available at https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2885974 (2017).CrossRefGoogle Scholar
Cappelli, P., and Chauvin, K.. “An Interplant Test of the Efficiency Wage Hypothesis.” Quarterly Journal of Economics, 106 (1991), 769787.CrossRefGoogle Scholar
Carlin, B. I., and Gervais, S.. “Work Ethic, Employment Contracts, and Firm Value.” Journal of Finance, 64 (2009), 785821.CrossRefGoogle Scholar
Chen, C.; Chen, Y.; Hsu, P.-H.; and Podolski, E. J.. “Be Nice to Your Innovators: Employee Treatment and Corporate Innovation Performance.” Journal of Corporate Finance, 39 (2016), 7898.CrossRefGoogle Scholar
Chernobai, A.; Jorion, P.; and Yu, F.. “The Determinants of Operational Risk in U.S. Financial Institutions.” Journal of Financial and Quantitative Analysis, 46 (2012), 16831725.CrossRefGoogle Scholar
Chernobai, A.; Ozdagli, A.; and Wang, J.. “Business Complexity and Risk Management: Evidence from Operational Risk Events in U.S. Bank Holding Companies.” Journal of Monetary Economics, 117 (2021), 418440.CrossRefGoogle Scholar
Chernobai, A., and Rachev, S.. “Applying Robust Methods to Operational Risk Modeling.” Journal of Operational Risk, 1 (2006), 2741.CrossRefGoogle Scholar
Cope, E. W.; Piche, M. T.; and Walter, J. S.. “Macroenvironmental Determinants of Operational Loss Severity.” Journal of Banking & Finance, 36 (2012), 13621380.CrossRefGoogle Scholar
Cronqvist, H.; Heyman, F.; Nilsson, M.; Svaleryd, H.; and Vlachos, J.. “Do Entrenched Managers Pay Their Workers More?Journal of Finance, 64 (2009), 309339.CrossRefGoogle Scholar
Cummins, J. D.; Lewis, C. M.; and Wei, R.. “The Market Value Impact of Operational Loss Events for US Banks and Insurers.” Journal of Banking & Finance, 30 (2006), 26052634.CrossRefGoogle Scholar
Curti, F.; Frame, W. S.; and Mihov, A.. “Are the Largest Banking Organizations Operationally More Risky?Journal of Money, Credit and Banking, 54 (2021), 12231259.CrossRefGoogle Scholar
Curti, F., and Mihov, A.. “Catch the Thief! Fraud in the U.S. Banking Industry.” Working Paper, available at https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3535934 (2019).CrossRefGoogle Scholar
Dahen, H., and Dionne, G.. “Scaling Models for the Severity and Frequency of External Operational Loss Data.” Journal of Banking & Finance, 34 (2010), 14841496.CrossRefGoogle Scholar
de Chaisemartin, C., and D’Haultfœuille, X.. “Two-Way Fixed Effects Estimators with Heterogeneous Treatment Effects.” American Economic Review, 110 (2020), 29642996.CrossRefGoogle Scholar
de Fontnouvelle, P.; Dejesus-Rueff, V.; Jordan, J. S.; and Rosengren, E. S.. “Capital and Risk: New Evidence on Implications of Large Operational Losses.” Journal of Money, Credit and Banking, 38 (2006), 18191846.CrossRefGoogle Scholar
Di Noia, J.Indicators of Gender Equality for American States and Regions: An Update.” Social Indicators Research, 59 (2002), 3577.Google Scholar
Edmans, A.Does the Stock Market Fully Value Intangibles? Employee Satisfaction and Equity Prices.” Journal of Financial Economics, 101 (2011), 621640.CrossRefGoogle Scholar
Edmans, A.; Li, L.; and Zhang, C.. “Employee Satisfaction, Labor Market Flexibility, and Stock Returns Around the World.” NBER Working Paper No. 20300 (2014).Google Scholar
Ellul, A., and Yerramilli, V.. “Stronger Risk Controls, Lower Risk: Evidence from U.S. Bank Holding Companies.” Journal of Finance, 68 (2013), 17571803.CrossRefGoogle Scholar
Esteban-Lloret, N. N.; Aragón-Sánchez, A.; and Carrasco-Hernández, A.. “Determinants of Employee Training: Impact on Organizational Legitimacy and Organizational Performance.” International Journal of Human Resource Management, 29 (2018), 12081229.CrossRefGoogle Scholar
Fauver, L.; McDonald, M. B.; and Taboada, A. G.. “Does It Pay to Treat Employees Well? International Evidence on the Value of Employee-Friendly Culture.” Journal of Corporate Finance, 50 (2018), 84108.CrossRefGoogle Scholar
Fehle, F., and Tsyplakov, S.. “Dynamic Risk Management: Theory and Evidence.” Journal of Financial Economics, 78 (2005), 347.CrossRefGoogle Scholar
Ferrel, A.; Liang, H.; and Renneboog, L.. “Socially Responsible Firms.” Journal of Financial Economics, 122 (2016), 586606.Google Scholar
Frame, W. S.; McLemore, P.; and Mihov, A.. “Haste Makes Waste: Banking Organization Growth and Operational Risk.” Federal Reserve Board of Dallas Working Paper No. 2023 (2021).CrossRefGoogle Scholar
Froot, K. A.; Scharfstein, D. S.; and Stein, J. C.. “Risk Management: Coordinating Corporate Investment and Financing Policies.” Journal of Finance, 48 (1993), 16291658.CrossRefGoogle Scholar
Froot, K. A., and Stein, J. C.. “Risk Management, Capital Budgeting, and Capital Structure Policy for Financial Institutions: An Integrated Approach.” Journal of Financial Economics, 47 (1998), 5582.CrossRefGoogle Scholar
Gamba, A. and Triantis, A. J.. “Corporate Risk Management: Integrating Liquidity, Hedging, and Operating Policies.” Management Science, 60 (2014), 246264.CrossRefGoogle Scholar
Garfinkel, J. A. and Hankins, K. W.. “The Role of Risk Management in Mergers and Merger Waves.” Journal of Financial Economics, 101 (2011), 515532.CrossRefGoogle Scholar
Gennaioli, N.; La Porta, R.; Silanes, F. Lopez-de; and Shleifer, A.. “Human Capital and Regional Development.” Quarterly Journal of Economics, 128 (2012), 105164.CrossRefGoogle Scholar
Ghaly, M.; Dang, V. A.; and Stathopoulos, K.. “Cash Holdings and Employee Welfare.” Journal of Corporate Finance, 33 (2015), 5370.CrossRefGoogle Scholar
Gong, N.; Guo, L.; and Wang, Z.. “Shareholder Litigation and Workplace Safety.” Working Paper, available at https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3818020 (2021).CrossRefGoogle Scholar
Goodman-Bacon, A.Difference-in-Differences with Variation in Treatment Timing.” Journal of Econometrics, 225 (2021), 254277.CrossRefGoogle Scholar
Gubler, T.; Larkin, I.; and Pierce, L.. “Doing Well by Making Well: The Impact of Corporate Wellness Programs on Employee Productivity.” Management Science, 64 (2018), 49674987.Google Scholar
Holzer, H. J.; Katz, L. F.; and Krueger, A. B.. “Job Queues and Wages.” Quarterly Journal of Economics, 106 (1991), 739768.CrossRefGoogle Scholar
Huang, M.; Li, P.; Meschke, F.; and Guthrie, J. P.. “Family Firms, Employee Satisfaction, and Corporate Performance.” Journal of Corporate Finance, 34 (2015), 108127.Google Scholar
Hunt, V.; Layton, D.; and Prince, S.. “Diversity Matters.” McKinsey & Company (2015).Google Scholar
Idson, T. L. and Oi, W. Y.. “Workers Are More Productive in Large Firms.” American Economic Review, 89 (1999), 104108.CrossRefGoogle Scholar
James, C.The Losses Realized in Bank Failures.” Journal of Finance, 46 (1991), 12231242.CrossRefGoogle Scholar
James, E. H., and Wooten, L. P.Diversity Crises: How Firms Manage Discrimination Lawsuits.” Academy of Management Journal, 49 (2006), 11031118.CrossRefGoogle Scholar
Jarrow, R. A.Operational Risk.” Journal of Banking & Finance, 32 (2008), 870879.CrossRefGoogle Scholar
Jensen, M. C. and Meckling, W. H.. “Theory of the Firm: Managerial Behavior, Agency Costs, and Ownership Structure.” Journal of Financial Economics, 3 (1976), 305360.CrossRefGoogle Scholar
Jobst, A. “Operational Risk: The Sting Is Still in the Tail but the Poison Depends on the Dose.” IMF Working Paper No. 239 (2008).CrossRefGoogle Scholar
Kelly, E. L.; Moen, P.; Oakes, J. M.; Fan, W.; Okechukwu, C.; Davis, K. D.; Hammer, L. B.; Kossek, E. E.; King, R. B.; Hanson, G. C.; Mierzwa, F.; and Casper, L. M.. “Changing Work and Work-Family Conflict: Evidence from the Work, Family, and Health Network.” American Sociological Review, 79 (2014), 485516.CrossRefGoogle ScholarPubMed
Koch, M. J. and McGrath, R. G.. “Improving Labor Productivity: Human Resource Management Policies Do Matter.” Strategic Management Journal, 17 (1996), 335354.3.0.CO;2-R>CrossRefGoogle Scholar
Krüger, P.Corporate Goodness and Shareholder Wealth.” Journal of Financial Economics, 115 (2015), 304329.CrossRefGoogle Scholar
Liang, H. and Renneboog, L.. “On the Foundations of Corporate Social Responsibility.” Journal of Finance, 72 (2017), 853910.CrossRefGoogle Scholar
Mas, A.Pay, Reference Points, and Police Performance.” Quarterly Journal of Economics, 121 (2006), 783821.CrossRefGoogle Scholar
Nance, D.; Smith, C.; and Smithson, C.. “On the Determinants of Corporate Hedging.” Journal of Finance, 48 (1993), 267284.CrossRefGoogle Scholar
Oi, W. Y.Heterogeneous Firms and the Organization of Production.” Economic Inquiry, 21 (1983), 147171.CrossRefGoogle Scholar
Pagano, M. and Volpin, P. F.. “Managers, Workers, and Corporate Control.” Journal of Finance, 60 (2005), 841868.CrossRefGoogle Scholar
Pérez-González, F. and Yun, H.. “Risk Management and Firm Value: Evidence from Weather Derivatives.” Journal of Finance, 68 (2013), 21432176.CrossRefGoogle Scholar
Pichler, S.; Wen, K.; and Ziebarth, N. R.. “Positive Health Externalities of Mandating Paid Sick Leave.” Journal of Policy Analysis and Management, 40 (2021), 715743.CrossRefGoogle Scholar
Propper, C. and Van Reenen, J.. “Can Pay Regulation Kill? Panel Data Evidence on the Effect of Labor Markets on Hospital Performance.” Journal of Political Economy, 118 (2010), 222273.CrossRefGoogle Scholar
Purnanandam, A.Financial Distress and Corporate Risk Management: Theory and Evidence.” Journal of Financial Economics, 87 (2008), 706739.CrossRefGoogle Scholar
Rampini, A. A.; Sufi, A.; and Viswanathan, S.. “Dynamic Risk Management.” Journal of Financial Economics, 111 (2014), 271296.CrossRefGoogle Scholar
Rampini, A. A. and Viswanathan, S.. “Collateral, Risk Management, and the Distribution of Debt Capacity.” Journal of Finance, 65 (2010), 22932322.CrossRefGoogle Scholar
Riley, S. M.; Michael, S. C.; and Mahoney, J. T.. “Human Capital Matters: Market Valuation of Firm Investments in Training and the Role of Complementary Assets.” Strategic Management Journal, 38 (2017), 18951914.CrossRefGoogle Scholar
Stock, J. H.; Wright, J. H.; and Yogo, M.. “A Survey of Weak Instruments and Weak Identification in Generalized Method of Moments.” Journal of Business and Economic Statistics, 20 (2002), 518529.CrossRefGoogle Scholar
Terpstra, D. E. and Kethley, R. B.. “Organizations’ Relative Degree of Exposure to Selection Discrimination Litigation.” Public Personnel Management, 31 (2002), 277292.CrossRefGoogle Scholar
Vomberg, A.; Homburg, C.; and Bornemann, T.. “Talented People and Strong Brands: The Contribution of Human Capital and Brand Equity to Firm Value.” Strategic Management Journal, 36 (2015), 21222131.CrossRefGoogle Scholar
Wang, T. and Hsu, C.. “Board Composition and Operational Risk Events of Financial Institutions.” Journal of Banking & Finance, 37 (2013), 20422051.CrossRefGoogle Scholar