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Growing Out of Trouble? Corporate Responses to Liability Risk
Open accessAbstract
This article analyzes corporate responses to the liability risk arising from workers' exposure to newly identified carcinogens. We find that firms, especially those with weak balance sheets, tend to respond to such risks by acquiring large, unrelated businesses with relatively high operating cash flows. The diversifying growth appears to be primarily motivated by managers' personal exposure to their firms' risk in that the growth has negative announcement returns and is related to firms' external governance, managerial stockholdings, and institutional ownership. The results suggest that corporate governance is particularly important when firms are exposed to the risk of large, adverse shocks.
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Citations
Cites
Theory of the firm: Managerial behavior, agency costs and ownership structure
Jensen, M. C., & Meckling, W. H. (1976) · Journal of Financial Economics · doi:10.1016/0304-405x(76)90026-x · Cited by 71,491
Agency Costs of Free Cash Flow, Corporate Finance, and Takeovers
Jensen, M. C. (1986) · Cited by 17,275
Agency costs of free cash flow, corporate finance, and takeovers
Jensen, M. C. (1996) · Cambridge University Press eBooks · doi:10.1017/cbo9780511609435.005 · Cited by 9,326
Large Shareholders and Corporate Control
Shleifer, A., & Vishny, R. W. (1986) · Journal of Political Economy · doi:10.1086/261385 · Cited by 8,408
Moral Hazard and Observability
Holmstrom, B. R. (1979) · The Bell Journal of Economics · doi:10.2307/3003320 · Cited by 8,159
Do Investment-Cash Flow Sensitivities Provide Useful Measures of Financing Constraints?
Kaplan, S. N., & Zingales, L. (1997) · The Quarterly Journal of Economics · doi:10.1162/003355397555163 · Cited by 6,662
Corporate Governance and Equity Prices
Gompers, P., Ishii, J., & Metrick, A. (2003) · The Quarterly Journal of Economics · doi:10.1162/00335530360535162 · Cited by 6,120
Fama, E., & French, K. (1997) · Journal of Financial Economics · doi:10.1016/s0304-405x(96)00896-3 · Cited by 5,776
Financing Constraints and Corporate Investment
Fazzari, S. M., Hubbard, R. G., Petersen, B. C., Blinder, A. S., & Poterba, J. M. (1988) · Brookings Papers on Economic Activity · doi:10.2307/2534426 · Cited by 5,574
(1997) · RePEc: Research Papers in Economics · Cited by 4,621
The market for corporate control
Jensen, M. C., & Ruback, R. S. (1983) · Journal of Financial Economics · doi:10.1016/0304-405x(83)90004-1 · Cited by 4,182
Enjoying the Quiet Life? Corporate Governance and Managerial Preferences
Bertrand, M., & Mullainathan, S. (2003) · Journal of Political Economy · doi:10.1086/376950 · Cited by 3,777
The Determinants of Firms' Hedging Policies
Smith, C. W., & Stulz, R. M. (1985) · Journal of Financial and Quantitative Analysis · doi:10.2307/2330757 · Cited by 3,275
Managerial Incentive Problems: A Dynamic Perspective
Holmstrom, B. (1999) · Review of Economic Studies · doi:10.1111/1467-937x.00083 · Cited by 3,172
Diversification's effect on firm value
Berger, P. G., & Eli Ofek, A. (1995) · Journal of Financial Economics · doi:10.1016/0304-405x(94)00798-6 · Cited by 3,069
Tobin's q, Corporate Diversification, and Firm Performance
Lang, L. H. P., & Stulz, R. M. (1993) · Journal of Political Economy · doi:10.1086/261970 · Cited by 2,967
What Matters in Corporate Governance?
Bebchuk, L., Cohen, A., & Ferrell, A. (2009) · Review of Financial Studies · doi:10.1093/rfs/hhn099 · Cited by 2,906
Risk Management: Coordinating Corporate Investment and Financing Policies
Froot, K. A., Scharfstein, D. S., & Stein, J. C. (1993) · The Journal of Finance · doi:10.1111/j.1540-6261.1993.tb05123.x · Cited by 2,901
Risk Reduction as a Managerial Motive for Conglomerate Mergers
Yakov Amihud, A., & Lev, B. I. (1981) · The Bell Journal of Economics · doi:10.2307/3003575 · Cited by 2,776
Theory of the Firm: Managerial Behavior, Agency Costs and Ownership Structure
Jensen (Deceased), M. C., & Meckling, W. H. (1998) · doi:10.2139/ssrn.94043 · Cited by 2,749
Shleifer, A., & Vishny, R. W. (1989) · Journal of Financial Economics · doi:10.1016/0304-405x(89)90099-8 · Cited by 2,154
An Analysis of the Principal-Agent Problem
Grossman, S. J., & Hart, O. (1983) · Econometrica · doi:10.2307/1912246 · Cited by 2,126
An Analysis of the Principal-Agent Problem
Grossman, S. J., & Hart, O. (1992) · Hübner international series on risk, insurance, and economic security · doi:10.1007/978-94-015-7957-5_16 · Cited by 1,933
The determinants of board structure☆
Linck, J. S., Netter, J. M., & Yang, T. (2007) · Journal of Financial Economics · doi:10.1016/j.jfineco.2007.03.004 · Cited by 1,800
Endogenously Chosen Boards of Directors and Their Monitoring of the CEO
Hermalin, B. E., & Weisbach, M. S. (1995) · Cited by 1,719
Who Manages Risk? An Empirical Examination of Risk Management Practices in the Gold Mining Industry
Tufano, P. (1996) · The Journal of Finance · doi:10.1111/j.1540-6261.1996.tb04064.x · Cited by 1,387
Do Taxes Affect Corporate Financing Decisions?
MacKie–Mason, J. K. (1988) · The Journal of Finance · doi:10.1111/j.1540-6261.1990.tb03724.x · Cited by 1,215
Welfare., E. (1964) · Cited by 1,115
Management turnover and financial distress
Gilson, S. C. (1989) · Journal of Financial Economics · doi:10.1016/0304-405x(89)90083-4 · Cited by 1,045
Risk Management: Coordinating Corporate Investment and Financing Policies
Froot, K. A., Scharfstein, D. S., & Stein, J. C. (1993) · The Journal of Finance · doi:10.2307/2329062 · Cited by 990
Contagious Speculation and a Cure for Cancer: A Nonevent that Made Stock Prices Soar
Huberman, G., & Regev, T. (2001) · The Journal of Finance · doi:10.1111/0022-1082.00330 · Cited by 887
The Market for Corporate Control: The Scientific EvidencePreprint
Ruback, R. S., & Jensen, M. C. (2002) · SSRN Electronic Journal · doi:10.2139/ssrn.244158 · Cited by 847
Non-smoking wives of heavy smokers have a higher risk of lung cancer: a study from Japan.
Hirayama, T. T. (1981) · BMJ · doi:10.1136/bmj.282.6259.183 · Cited by 792
Managerial risk-taking behavior and equity-based compensationPreprint
Low, A. (2009) · SSRN Electronic Journal · doi:10.2139/ssrn.934857 · Cited by 781
Creditor rights and corporate risk-taking
Acharya, V. V., Yakov Amihud, A., & Litov, L. P. (2011) · Journal of Financial Economics · doi:10.1016/j.jfineco.2011.04.001 · Cited by 781
Managerial risk-taking behavior and equity-based compensation☆
Low, A. (2009) · Journal of Financial Economics · doi:10.1016/j.jfineco.2008.05.004 · Cited by 772
Do Conglomerate Firms Allocate Resources Inefficiently Across Industries? Theory and Evidence
Maksimovic, V., & Phillips, G. M. (2002) · The Journal of Finance · doi:10.1111/1540-6261.00440 · Cited by 759
A Theory of Predation Based on Agency Problems in Financial Contracting
Bolton, P. G. M., & Scharfstein, D. S. (1990) · Research portal (Tilburg University) · Cited by 659
Investment, Idiosyncratic Risk, and Ownership
Panousi, V., & Papanikolaou, D. (2012) · The Journal of Finance · doi:10.1111/j.1540-6261.2012.01743.x · Cited by 654
Prescott, E. C., & Visscher, M. (1980) · Journal of Political Economy · doi:10.1086/260879 · Cited by 432
Who Manages Risk? An Empirical Examination of Risk Management Practices in the Gold Mining Industry
Tufano, P. (1996) · The Journal of Finance · doi:10.2307/2329389 · Cited by 357
Executive Effort and Selection of Risky Projects
Lambert, R. A. (1986) · The RAND Journal of Economics · doi:10.2307/2555629 · Cited by 352
CEO Turnover and Relative Performance EvaluationPreprint
Jenter, D., & Kanaan, F. (2006) · SSRN Electronic Journal · doi:10.2139/ssrn.885531 · Cited by 341
Measuring investment distortions arising from stockholder–bondholder conflicts
Parrino, R., & Weisbach, M. S. (1999) · Journal of Financial Economics · doi:10.1016/s0304-405x(99)00015-x · Cited by 315
Enjoying the Quiet Life? Corporate Governance and Managerial PreferencesPreprint
Bertrand, M., & Mullainathan, S. (2003) · RePEc: Research Papers in Economics · Cited by 290
Organizational Capital: The Path to Higher Productivity and Well-Being
Tomer, J. F. (1987) · Medical Entomology and Zoology · Cited by 283
Large blocks of stock: Prevalence, size, and measurement
Dlugosz, J., Fahlenbrach, R., Gompers, P. A., & Metrick, A. (2005) · Journal of Corporate Finance · doi:10.1016/j.jcorpfin.2005.04.002 · Cited by 271
Why Do Firms Merge and Then Divest? A Theory of Financial Synergy
Fluck, Z., & Lynch, A. W. (1999) · The Journal of Business · doi:10.1086/209617 · Cited by 263
Risk, managerial effort, and project choice
Hirshleifer, D. A., & Suh, Y. S. (1992) · Journal of Financial Intermediation · doi:10.1016/1042-9573(92)90004-w · Cited by 259
Incentives, downsizing, and value creation at general dynamics,
Dial, J. (1995) · Journal of Financial Economics · doi:10.1016/0304-405x(94)00803-9 · Cited by 246
The Determinants of Board StructurePreprint
Linck, J. S., Netter, J. M., & Yang, T. (2005) · SSRN Electronic Journal · doi:10.2139/ssrn.729935 · Cited by 228
Agency Costs of Corporate Risk Management
Tufano, P. (1998) · Financial Management · doi:10.2307/3666152 · Cited by 218
Do Taxes Affect Corporate Financing Decisions?
MacKie–Mason, J. K. (1988) · The Journal of Finance · doi:10.2307/2328746 · Cited by 215
Liability and Large-Scale, Long-Term Hazards
Ringleb, A. H., & Wiggins, S. N. (1990) · Journal of Political Economy · doi:10.1086/261695 · Cited by 211
Faleye, O. (2004) · The Journal of Finance · doi:10.1111/j.1540-6261.2004.00691.x · Cited by 206
Parrino, R., Poteshman, A. M., & Weisbach, M. S. (2005) · Financial Management · doi:10.1111/j.1755-053x.2005.tb00091.x · Cited by 186
Capital Structure and the Market for Corporate Control: The Defensive Role of Debt Financing
Israel, R. (1991) · The Journal of Finance · doi:10.1111/j.1540-6261.1991.tb04622.x · Cited by 165
Piercing the Corporate Veil: An Empirical Study
Thompson, R. B. (1991) · Scholarship @ Cornell Law (Cornell University) · Cited by 131
The Liability Insurance Market
Winter, R. A. (1991) · The Journal of Economic Perspectives · doi:10.1257/jep.5.3.115 · Cited by 102
Managerial hedging, equity ownership, and firm value
Acharya, V. V., & Bisin, A. (2009) · The RAND Journal of Economics · doi:10.1111/j.1756-2171.2008.00055.x · Cited by 94
Corporate control and real investment in incomplete markets
Hugonnier, J. N., & Morellec, E. (2006) · Journal of Economic Dynamics and Control · doi:10.1016/j.jedc.2006.09.001 · Cited by 91
Large Blocks of Stock: Prevalence, Size, and MeasurementPreprint
Dlugosz, J., Fahlenbrach, R., Gompers, P. A., & Metrick, A. (2004) · SSRN Electronic Journal · doi:10.2139/ssrn.565504 · Cited by 83
Labor Laws and InnovationPreprint
Acharya, V. V., Baghai, R., & Subramanian, K. V. (2009) · SSRN Electronic Journal · doi:10.2139/ssrn.1333621 · Cited by 62
Schwartz, A. (1985) · The Journal of Legal Studies · doi:10.1086/467795 · Cited by 57
Steel phoenix: the fall and rise of the U.S. steel industry
(1997) · Choice Reviews Online · doi:10.5860/choice.35-0391 · Cited by 56
Parrino, R., Poteshman, A. M., & Weisbach, M. S. (2002) · SSRN Electronic Journal · doi:10.2139/ssrn.297779 · Cited by 52
Asbestos and the Future of Mass Torts
White, M. J. (2004) · The Journal of Economic Perspectives · doi:10.1257/0895330041371187 · Cited by 42
Capital Structure and the Market for Corporate Control: The Defensive Role of Debt Financing
Israel, R. (1991) · The Journal of Finance · doi:10.2307/2328863 · Cited by 42
Kaplan, S. A., & Lattin, N. D. (1960) · The University of Chicago Law Review · doi:10.2307/1598325 · Cited by 29
Managerial Hedging, Equity Ownership and Firm ValuePreprint
Acharya, V. V., & Bisin, A. (2003) · SSRN Electronic Journal · doi:10.2139/ssrn.312450 · Cited by 22
Cash and Corporate ControlPreprint
Faleye, O. (2001) · SSRN Electronic Journal · doi:10.2139/ssrn.276480 · Cited by 19
Asbestos Litigation Costs and Compensation
Carroll, S. J., Hensler, D. R., Abrahamse, A., Gross, J. L., & White, M. J. (2002) · Defense Technical Information Center (DTIC) · Cited by 17
Corporate Control and Real Investment in Incomplete MarketsPreprint
Hugonnier, J. N., & Morellec, E. (2004) · SSRN Electronic Journal · doi:10.2139/ssrn.547744 · Cited by 13
Investment, Idiosyncratic Risk, and OwnershipPreprint
Papanikolaou, D., & Panousi, V. (2008) · SSRN Electronic Journal · doi:10.2139/ssrn.1319596 · Cited by 13
Asbestos and the Future of Mass Torts
White, M. (2004) · National Bureau of Economic Research · doi:10.3386/w10308 · Cited by 10
Thriving in the Midst of Financial Distress? An Analysis of Firms Exposed to Asbestos LitigationPreprint
Taillard, J. P. (2008) · SSRN Electronic Journal · doi:10.2139/ssrn.1160319 · Cited by 9
Asbestos Litigation Costs, Compensation, and Alternatives
Carroll, S. J., Hensler, D. R., Gross, J. L., Sloss, E. M., Schonlau, M., Abrahamse, A., & Ashwood, J. S. (2005) · RAND Corporation eBooks · doi:10.7249/rb9155 · Cited by 7
Thriving in the Midst of Financial Distress? An Analysis of Firms Exposed to Asbestos LitigationPreprint
Taillard, J. P. (2010) · SSRN Electronic Journal · doi:10.2139/ssrn.1571885 · Cited by 7
Workers' Compensation Insurance Rates: Their Determination and Regulation
Williams, C. A. (1986) · doi:10.17848/9780880995443.ch8 · Cited by 6
An Analysis of the Black Lung Compensation Program
Cummins, J. D., & Olson, D. G. (1974) · Journal of Risk & Insurance · doi:10.2307/251960 · Cited by 5
Research works printed but not linked: 6
- Grossman SJ Hart OD . Corporate Financial Structure and Managerial Incentives. In: McCall J , editor. The Economics of Information and Uncertainty. Chicago: University of Chicago Press; 1982. p. 107-40.
- LeRoy, 1989, Workers' Compensation in Bankruptcy: How Do the Parties Fare?, Tort & Insurance Law Journal, 24, 593
- 10.2307/2729691 · DOI
- Moody's Investors Service. Default and Recovery Rates of Corporate Bond Issuers: A Statistical Review of Moody's Ratings Performance 1970–2001 2002.
- Peirce, 1988, Workers' Compensation and Occupational Disease: A Return to Original Intent, Oregon Law Review, 67, 649
- Treece, 1983, A Parent Corporation's Liability for the Torts of Its Subsidiary in the Context of the Exclusive Remedy Provision of the Workers' Compensation Laws, Insurance Counsel Journal, 50, 609
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Metadata
- Authors
- Gormley, T. A., & Matsa, D. A.
- Affiliations
- Washington University in St. Louis (US)
- Northwestern University (US)
- ORCID
- Gormley, Todd A.
- Venue
- Review of Financial Studies
- Publisher
- Oxford University Press (OUP)
- Published
- 2011-04-11
- Volume
- 24
- Issue
- 8
- Pages
- 2781-2821
- ISSN
- 0893-9454 (ISSN-L)
- 1465-7368
- OpenAlex
- W2137816507
- Cited by
- 690
- References
- 75
- Citations by year
- 2026: 90 · 2025: 136 · 2024: 113 · 2023: 70 · 2022: 56 · 2021: 59 · 2020: 39 · 2019: 21 · 2018: 27 · 2017: 24 · 2016: 19 · 2015: 10 · 2014: 7 · 2013: 13 · 2012: 4
- FWCI
- 28.37
- Type
- journal article
- Language
- en
- Open access
- green
- repository.upenn.edu
- Locations
- Review of Financial Studies (publishedVersion)
- ScholarlyCommons (University of Pennsylvania) (submittedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- Topics
- Social Sciences › Economics, Econometrics and Finance › Finance › Corporate Finance and Governance
- Social Sciences › Business, Management and Accounting › Accounting › Auditing, Earnings Management, Governance
- Social Sciences › Business, Management and Accounting › Accounting › Risk Management in Financial Firms
- Keywords
- liability risk, carcinogens, business diversification, unrelated acquisitions, corporate governance, institutional ownership, operating cash flow, balance sheet strength, adverse shocks
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