Unraveling the Dynamics of Corporate Dividend Policy: Evidence from the Property-Liability Insurance Industry
Abstract
:1. Introduction
2. Hypotheses Development
3. Data and Variable Construction
3.1. Data and Sample Selection
3.2. Variable Constructions and Discussions
3.2.1. Profitability and Earning Volatility
3.2.2. Free Cash Flow, Growth Opportunity, and Past Dividend
3.2.3. Tax
4. Empirical Analysis
4.1. Dividend Payments Across Ownership Structures
4.2. Dividend Smoothing Across Ownership Structures
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Appendix A
Variables | Definitions |
---|---|
Dependent variables | |
Dividend Payer | Firms paying dividend in the year (0 = ‘No’, 1 = ‘Yes’) |
Dividend Payout | Total dividends paid to shareholders as a percent of net earnings after taxes |
Independent variables (first stage) | |
Firm Size | Logarithms of total asset |
Capacity | Net premium written dividend by policyholder surplus |
Leverage | Total liability divided by total asset |
Growth | (Current direct premium written—previous direct premium written)/previous direct premium written |
Profitability | Earnings before interest and taxes divided by total asset |
Profit Volatility | Volatility of earnings |
Previous dividend | Dividend ratio in the previous year |
Future Earnings | The percentage change in net income over the next year |
Cash Flow | Cash flow divided by total assets |
Reinsurance Ratio | Total ceded written premium divided by total written premium |
Tax | A dummy variable equals 1 if the insurer has not currently paying any taxes or receiving a refund of prior-year taxes, and zero otherwise. |
Mutual | An indicator variable equals 1 if the firm has a mutual organizational structure, 0 otherwise |
Geo Herfindahl | The geographical Herfindahl index |
Product Herfindahl | The line of business Herfindahl index |
%Regulation | Percentage of total premiums written subject to prior approve regulations |
High Rating | An indicator variable equals 1 if the firm is rated by A and above, 0 otherwise |
Mid Rating | An indicator variable equals 1 if the firm is rated A−, 0 otherwise |
Low Rating | An indicator variable equals 1 if the firm is rated A− and below, 0 otherwise |
1 | In the robustness check, we used dividends to stockholders to calculate dividend payout ratio and find out whether our results were robust. |
2 | We focused our results on the dividends ratio to net earnings after taxes but before dividends, but the results are robust if we use dividends to total asset as the payout ratio. |
References
- Aivazian, V., Booth, L., & Cleary, S. (2003). Do emerging market firms follow different dividend policies from the U.S. firms? Journal of Financial Research, 26, 371–387. [Google Scholar] [CrossRef]
- Allen, F., Antonio, E. B., & Welch, I. (2000). A theory of dividends based on tax Clienteles. Journal of Finance, 55, 2499–2536. [Google Scholar] [CrossRef]
- Attig, N., Ghoul, S., Guedhami, O., & Zheng, X. (2021). Dividends and economic policy uncertainty: International evidence. Journal of Corporate Finance, 66, 929–1199. [Google Scholar] [CrossRef]
- Benartzi, S., Michaely, R., & Thaler, R. (1997). Do changes in dividends signal the future or the past? Journal of Finance, 52, 1007–1034. [Google Scholar] [CrossRef]
- Bernheim, B. D., & Wantz, A. (1995). A tax-based test of the dividend signaling hypothesis. The American Economic Review, 85(3), 532–550. [Google Scholar]
- Berzins, J., Bohren, O., & Stacescu, B. (2017). Shareholder conflicts and dividends. Review of Finance, 22, 1807–1840. [Google Scholar] [CrossRef]
- Brav, A., Graham, J., Harvey, C., & Michaely, R. (2005). Payout policy in the 21st century. Journal of Financial Economics, 77, 483–525. [Google Scholar] [CrossRef]
- Chay, J. B., & Suh, J. (2009). Payout policy and cash-flow uncertainty. Journal of Financial Economics, 93, 88–107. [Google Scholar] [CrossRef]
- Deshmukh, S. (2003). Dividend initiations and asymmetric information: A hazard model. The Financial Review, 38, 351–368. [Google Scholar] [CrossRef]
- Dewenter, K., & Warther, V. (1998). Dividends, asymmetric information, and agency conflicts: Evidence from a comparison of the dividend policies of Japanese and U.S. firms. Journal of Finance, 53, 879–904. [Google Scholar] [CrossRef]
- d’Udekem, B. (2021). Agency conflicts and dividend persistence. Journal of Financial Services Research, 60(2), 207–234. [Google Scholar] [CrossRef]
- Easterbrook, F. (1984). Two agency-cost explanations of dividends. American Economic Review, 74, 650–659. [Google Scholar]
- Formisano, R. A. (1978). Dividend decisions and the structure of the life insurance industry. Journal of Business Research, 6(4), 329–350. [Google Scholar] [CrossRef]
- Gomes, A. (2000). Going public without governance: Managerial reputation effects. Journal of Finance, 55, 615–646. [Google Scholar] [CrossRef]
- Grullon, G., Michaely, R., Benartzi, S., & Thaler, R. H. (2005). Dividend changes do not signal changes in future profitability. Journal of Business, 78, 1659–1682. [Google Scholar] [CrossRef]
- Heckman, J. J., Ichimura, H., & Todd, P. E. (1997). Matching as an econometric evaluation estimator: Evidence from evaluating a job training programme. Review of Economic Studies, 64, 605–654. [Google Scholar] [CrossRef]
- Javadi, S., Mollagholamali, M., Nejadmalayeri, A., & Al-Thaqeb, S. (2021). Corporate cash holdings, agency problems, and economic policy uncertainty. International Review of Financial Analysis, 77, 101859. [Google Scholar] [CrossRef]
- Jensen, M. (1986). Agency costs of free cash flow, corporate finance, and takeovers. American Economic Review, 76(2), 323–329. [Google Scholar]
- Jensen, M., & Meckling, W. (1976). Theory of the firm: Management behavior, agency costs and ownership structure. Journal of Financial Economics, 76, 305–360. [Google Scholar] [CrossRef]
- La Porta, R., Lopez-de-Silanes, R., Shleifer, A., & Vishny, R. W. (2000). Agency problems and dividend policies around the world. The Journal of Finance, 40(1), 1–33. [Google Scholar] [CrossRef]
- Leary, M., & Michaely, R. (2009). Why firms smooth dividends: Empirical evidence (Working Paper). Cornell University.
- Leary, M., & Nukala, V. (2024). Corporate dividend policy. In Handbook of corporate finance (pp. 126–175). Edward Elgar Publishing. [Google Scholar]
- Lee, C. F., & Forbes, S. W. (1982). Income measures, ownership, capacity ratios and the dividend decision of the non-life insurance industry: Some empirical evidence. Journal of Risk and Insurance, 49(2), 269–290. [Google Scholar] [CrossRef]
- Lintner, J. (1956). Distribution of incomes of corporations among dividends, retained earnings, and taxes. American Economic Review, 46, 97–113. [Google Scholar]
- Michaely, R., & Roberts, M. R. (2012). Corporate dividend policies: Lessons from private firms. The Review of Financial Studies, 25(3), 711–746. [Google Scholar] [CrossRef]
- Michaely, R., Thaler, R. H., & Womack, K. L. (1995). Price reactions to dividend initiations and omissions: Overreaction or drift? Journal of Finance, 50(2), 573–608. [Google Scholar] [CrossRef]
- Miller, M., & Rock, K. (1985). Dividend policy under asymmetric information. Journal of Finance, 40(4), 1031–1051. [Google Scholar] [CrossRef]
- Nelson, K. K. (2000). Rate regulation, competition, and loss reserve discounting by property-casualty insurers. The Accounting Review, 75(1), 115–138. [Google Scholar] [CrossRef]
- Penalva, A. F. (1998). Loss reserves and accounting discretion in the property—Casualty insurance industry [Accounting Ph.D. dissertation, University of California]. [Google Scholar]
- Petroni, K. R. (1992). Optimistic reporting in the property-casualty insurance industry. Journal of Accounting and Economics, 15(4), 485–508. [Google Scholar] [CrossRef]
- Rosenbaum, P., & Ruben, D. (1983). The central role of the propensity score in observation studies for causal effects. Biometrika, 70, 41–55. [Google Scholar] [CrossRef]
- Rozeff, M. (1982). Growth, beta, and agency costs as determinants of dividend payout ratios. The Journal of Financial Research, 5, 249–259. [Google Scholar] [CrossRef]
- Scholes, M. S., Wilson, G. P., & Wolfson, M. A. (1990). Tax planning, regulatory capital planning, and financial reporting strategy for commercial banks. The Review of Financial Studies, 3(4), 625–651. [Google Scholar] [CrossRef]
- Zou, H., Yang, C., Wang, M., & Zhu, M. (2009). Dividend decisions in the property and liability insurance industry: Mutual versus stock companies. Review of Quantitative Finance and Accounting, 33(2), 113–139. [Google Scholar] [CrossRef]
Variables | Pre-Match | Post-Match |
---|---|---|
Size | 0.365 *** | −0.002 |
(0.023) | (0.036) | |
Direct Premiums | 0.265 *** | 0.056 |
(0.024) | (0.037) | |
Profitability | −1.264 *** | 0.093 |
(0.319) | (0.548) | |
Constant | −14.585 *** | −1.099 *** |
(0.286) | (0.408) | |
Public Insurer Obs | 1616 | 1434 |
Private Stock Insurer Obs | 23353 | 1434 |
Total Obs | 24969 | 2868 |
Variables | Pre-Match | Post-Match |
---|---|---|
Size | 0.540 *** | 0.156 *** |
(0.038) | (0.021) | |
Direct Premiums | 0.195 *** | 0.042 |
(0.039) | (0.150) | |
Profitability | 2.912 *** | 1.429 |
(0.849) | (0.910) | |
Constant | −15.674 *** | −3.413 *** |
(0.369) | (0.482) | |
Public Insurer Obs | 1616 | 1434 |
Mutual Insurer Obs | 8643 | 1434 |
Total Obs | 10,259 | 2868 |
Variable | Mutual Insurer | Private Stock Insurer | Public Insurer | ||||||
---|---|---|---|---|---|---|---|---|---|
Median | Mean | SD | Median | Mean | SD | Median | Mean | SD | |
Log Asset | 20.924 | 20.836 | 1.787 | 21.137 | 21.151 | 2.065 | 21.392 | 21.329 | 1.951 |
Capacity | 1.004 | 1.081 | 0.577 | 0.955 | 1.056 | 0.689 | 1.017 | 1.106 | 0.639 |
Leverage | 0.617 | 0.605 | 0.137 | 0.665 | 0.632 | 0.160 | 0.668 | 0.652 | 0.108 |
Growth | 0.039 | 0.066 | 0.204 | 0.044 | 0.097 | 0.316 | 0.057 | 0.125 | 0.344 |
Profitability | 0.027 | 0.028 | 0.027 | 0.033 | 0.033 | 0.042 | 0.034 | 0.033 | 0.040 |
Profit Volatility | 0.020 | 0.022 | 0.015 | 0.016 | 0.025 | 0.045 | 0.025 | 0.038 | 0.061 |
Previous dividend | 0.000 | 0.190 | 0.517 | 0.069 | 0.357 | 1.020 | 0.222 | 0.381 | 1.145 |
Future Earnings | 0.005 | 0.600 | 4.545 | 0.052 | 0.378 | 3.207 | 0.012 | 0.170 | 3.361 |
Cash Flow | 0.005 | 0.008 | 0.040 | 0.016 | 0.021 | 0.071 | 0.020 | 0.022 | 0.062 |
Reinsurance Ratio | 0.261 | 0.449 | 0.786 | 0.479 | 0.718 | 0.873 | 0.432 | 0.696 | 1.044 |
Tax | 0.000 | 0.040 | 0.195 | 0.000 | 0.036 | 0.185 | 0.000 | 0.015 | 0.123 |
Variables | Public vs. Private Stock | Public vs. Mutual | Mutual Insures | Private Stock Insurers | Public Insurers |
---|---|---|---|---|---|
Publicly held | 0.557 *** | 1.007 *** | |||
(0.168) | (0.243) | ||||
Firm Size | 0.510 *** | 0.641 *** | 0.783 *** | 0.440 *** | 0.650 *** |
(0.050) | (0.063) | (0.095) | (0.058) | (0.084) | |
Capacity | 0.011 | −0.366 ** | −0.767 *** | −0.148 | 0.245 |
(0.143) | (0.180) | (0.263) | (0.170) | (0.260) | |
Leverage | 0.946 | 2.816 ** | 4.737 *** | 1.752 ** | −0.997 |
(0.664) | (1.134) | (1.506) | (0.702) | (1.703) | |
Growth | −0.587 *** | −0.239 | 0.042 | −0.726 *** | −0.420 * |
(0.148) | (0.186) | (0.311) | (0.209) | (0.227) | |
Profitability | 20.933 *** | 16.558 *** | 9.436 *** | 19.741 *** | 21.354 *** |
(2.954) | (2.723) | (3.023) | (2.593) | (5.723) | |
Earning Volatility | −8.622 * | −11.668 * | −9.884 | −6.091 *** | −12.222 |
(4.581) | (6.511) | (9.118) | (1.571) | (10.591) | |
Previous dividend | 0.213 *** | 0.042 | −0.531 ** | 0.204 *** | 0.219 *** |
(0.051) | (0.066) | (0.265) | (0.077) | (0.073) | |
Future Earnings | 0.028 * | −0.005 | −0.024 * | 0.026 | 0.018 |
(0.014) | (0.010) | (0.014) | (0.019) | (0.024) | |
Cash Flow | 3.449 *** | 5.428 *** | 6.886 *** | 3.401 *** | 3.835 *** |
(0.808) | (1.056) | (1.712) | (1.016) | (1.391) | |
Reinsurance Ratio | −0.065 | −0.164 | 0.156 | −0.031 | −0.321 *** |
(0.043) | (0.121) | (0.153) | (0.044) | (0.108) | |
Tax | −0.531 | −0.537 | −0.114 | −0.024 | −2.079 ** |
(0.341) | (0.416) | (0.509) | (0.403) | (1.017) | |
Constant | −10.516 *** | −14.154 *** | −17.840 *** | −9.478 *** | −11.492 *** |
(0.972) | (1.341) | (2.083) | (1.150) | (1.739) | |
Pseudo R2 | 0.266 | 0.277 | 0.331 | 0.222 | 0.338 |
Observations | 2868 | 2868 | 1434 | 1434 | 1434 |
Dividend/Net Income | Mutual Insurer (1) | Private Stock Insurer (2) | Public Insurer (3) | T-Test (3) vs. (1) | T-Test (3) vs. (2) | T-Test (2) vs. (1) |
---|---|---|---|---|---|---|
Mean | 0.193 | 0.596 | 0.669 | 0.437 *** [0.027] | 0.073 ** [0.039] | 0.403 *** [0.030] |
STD | 0.453 | 1.034 | 1.073 | |||
Median | 0.023 | 0.283 | 0.360 | |||
Dividend/Asset | Mutual Insurer (1) | Private Stock Insurer (2) | Public Insurer (3) | T-Test (3) vs. (1) | T-Test (3) vs. (2) | T-Test (2) vs. (1) |
Mean | 0.006 | 0.020 | 0.020 | 0.013 *** [0.001] | 0.000 [0.001] | 0.014 *** [0.001] |
STD | 0.014 | 0.328 | 0.024 | |||
Median | 0.001 | 0.009 | 0.012 |
Variables | Public Insurers vs. Private Stock Insurers | Public Insurers vs. Mutual Insurers | Mutual Insures | Private Stock Insurers | Public Insurers |
---|---|---|---|---|---|
Publicly held | 0.081 ** | 0.375 *** | |||
(0.041) | (0.037) | ||||
Firm Size | 0.050 *** | 0.035 *** | 0.048 *** | 0.041 ** | 0.058 *** |
(0.012) | (0.011) | (0.018) | (0.017) | (0.020) | |
Capacity | −0.003 | −0.082 ** | −0.016 | −0.010 | −0.001 |
(0.038) | (0.033) | (0.048) | (0.053) | (0.055) | |
Leverage | −0.328 | 0.346 ** | −0.323 | −0.235 | −0.439 |
(0.217) | (0.146) | (0.346) | (0.269) | (0.396) | |
Growth | −0.080 | 0.028 | 0.010 | −0.239 *** | 0.067 |
(0.072) | (0.069) | (0.090) | (0.078) | (0.112) | |
Profitability | 0.073 *** | 0.021 ** | 0.050 *** | 0.070 *** | 0.074 *** |
(0.017) | (0.008) | (0.017) | (0.022) | (0.026) | |
Earning Volatility | −0.568 ** | −1.139 *** | −0.832 ** | −0.026 | −0.867 ** |
(0.253) | (0.410) | (0.354) | (0.470) | (0.411) | |
Previous dividend | 0.118 *** | 0.077 *** | 0.095 *** | 0.154 *** | 0.086 *** |
(0.023) | (0.022) | (0.027) | (0.040) | (0.026) | |
Future Earnings | −2.488 *** | −2.632 *** | −3.211 *** | −1.870 ** | −3.508 *** |
(0.558) | (0.568) | (0.875) | (0.749) | (0.931) | |
Cash Flow | 2.755 *** | 3.054 *** | 3.268 *** | 2.561 *** | 2.973 *** |
(0.425) | (0.382) | (0.585) | (0.605) | (0.592) | |
Reinsurance Ratio | −0.007 | −0.050 *** | −0.040 | −0.001 | −0.042 |
(0.012) | (0.017) | (0.029) | (0.014) | (0.028) | |
Tax | −0.185 | −0.110 | −0.452 *** | −0.084 | −0.451 *** |
(0.126) | (0.078) | (0.141) | (0.163) | (0.146) | |
Constant | −0.252 | −0.556 ** | −0.108 | −0.159 | −0.222 |
(0.254) | (0.231) | (0.358) | (0.347) | (0.425) | |
R2 | 0.120 | 0.171 | 0.135 | 0.122 | 0.127 |
Observations | 2868 | 2868 | 1434 | 1434 | 1434 |
Parameters | Firm Obs | Target Payout Ratio | Speed of Adjustment | ||||
---|---|---|---|---|---|---|---|
Mean | STD | Median | Mean | STD | Median | ||
Mutual Insures | 122 | 0.347 | 0.769 | 0.229 | 0.554 | 0.973 | 0.641 |
Private Stock Insurer | 79 | 0.514 | 1.086 | 0.140 | 0.573 | 0.489 | 0.594 |
Public Insurer | 107 | 0.503 | 0.907 | 0.241 | 0.504 | 0.910 | 0.625 |
T-test for γ (Speed of Adjustment) | |||||||
Mutual Insurers vs. Public Insurers | 0.050 [0.088] | ||||||
Private Stock Insurers vs. Public Insurers | 0.068 *** [0.113] | ||||||
Mutual Insurers vs. Private Stock Insurers | 0.019 *** [0.118] |
Variable | Statistics | Sample | T-Test | ||||
---|---|---|---|---|---|---|---|
Mutual | Private Stock Insurer | Public Insurers | Private Stock vs. Public | Private Stock vs. Mutual | Public vs. Mutual | ||
Pr(Omit) | Mean | 0.031 | 0.040 | 0.030 | 0.010 [0.009] | 0.009 [0.009] | −0.001 [0.007] |
STD | 0.318 | 0.196 | 0.171 | ||||
OBS | 1297 | 575 | 1223 | ||||
Pr(Decreased) | Mean | 0.084 | 0.094 | 0.094 | −0.000 [0.015] | 0.010 [0.014] | 0.010 [0.011] |
STD | 0.277 | 0.292 | 0.292 | ||||
OBS | 1297 | 575 | 1223 | ||||
Pr(Initiation) | Mean | 0.085 | 0.228 | 0.115 | 0.113 *** [0.018] | 0.143 *** [0.017] | 0.030 *** [0.012] |
STD | 0.325 | 0.420 | 0.319 | ||||
OBS | 1297 | 575 | 1223 | ||||
Pr(Increase) | Mean | 0.132 | 0.117 | 0.139 | −0.023 * [0.017] | −0.015 [0.017] | 0.007 [0.014] |
STD | 0.338 | 0.321 | 0.346 | ||||
OBS | 1297 | 575 | 1223 |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2025 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Deng, Y.; Casey, M.; Yao, H.; Wang, N. Unraveling the Dynamics of Corporate Dividend Policy: Evidence from the Property-Liability Insurance Industry. J. Risk Financial Manag. 2025, 18, 222. https://doi.org/10.3390/jrfm18050222
Deng Y, Casey M, Yao H, Wang N. Unraveling the Dynamics of Corporate Dividend Policy: Evidence from the Property-Liability Insurance Industry. Journal of Risk and Financial Management. 2025; 18(5):222. https://doi.org/10.3390/jrfm18050222
Chicago/Turabian StyleDeng, Yiling, Michael Casey, Haibo Yao, and Ning Wang. 2025. "Unraveling the Dynamics of Corporate Dividend Policy: Evidence from the Property-Liability Insurance Industry" Journal of Risk and Financial Management 18, no. 5: 222. https://doi.org/10.3390/jrfm18050222
APA StyleDeng, Y., Casey, M., Yao, H., & Wang, N. (2025). Unraveling the Dynamics of Corporate Dividend Policy: Evidence from the Property-Liability Insurance Industry. Journal of Risk and Financial Management, 18(5), 222. https://doi.org/10.3390/jrfm18050222