IDEAS home Printed from https://ideas.repec.org/a/eee/pacfin/v77y2023ics0927538x23000045.html
   My bibliography  Save this article

Directors' and Officers' liability insurance and cross section of expected stock returns: A mispricing explanation

Author

Listed:
  • Su, Xuan-Qi

Abstract

To add to the literature on asset-pricing anomaly detection, this study tests the cross-sectional relationship between directors' and officers' liability insurance coverage (D&O insurance) and expected stock returns. A unique, near-complete sample of Taiwanese company stocks is used to document the D&O insurance anomaly that reveals stocks with high-D&O insurance significantly outperforming those with low-D&O insurance by 7% to 13% annually, after accounting for well-known risk factors. This high-minus-low D&O insurance return premium is robust to alternative weighting approaches and to the Fama–MacBeth regressions, which simultaneously control for various standard returns predictors and corporate governance measures. Furthermore, a D&O insurance-mimicking factor is used to document that the characteristic of D&O insurance can subsume the covariance of the D&O insurance-mimicking factor to predict returns, thus rejecting the rational risk explanation of the D&O insurance anomaly in favor of the behavioral mispricing explanation. Further evidence indicates that stocks of firms with high- (low-) D&O insurance tend to be undervalued (overvalued) and the high-minus-low D&O insurance return premium is concentrated among those undervalued stocks and is stronger in the presence of high limits-to-arbitrage, which are interpreted as consistent with the behavioral mispricing explanation.

Suggested Citation

  • Su, Xuan-Qi, 2023. "Directors' and Officers' liability insurance and cross section of expected stock returns: A mispricing explanation," Pacific-Basin Finance Journal, Elsevier, vol. 77(C).
    • Handle: RePEc:eee:pacfin:v:77:y:2023:i:c:s0927538x23000045
    DOI: 10.1016/j.pacfin.2023.101938
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0927538X23000045
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.pacfin.2023.101938?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. David Hirshleifer & Danling Jiang, 2010. "A Financing-Based Misvaluation Factor and the Cross-Section of Expected Returns," The Review of Financial Studies, Society for Financial Studies, vol. 23(9), pages 3401-3436.
    2. Bai, Ye & Green, Christopher J., 2010. "International diversification strategies: Revisited from the risk perspective," Journal of Banking & Finance, Elsevier, vol. 34(1), pages 236-245, January.
    3. Harvey, Campbell R, 1995. "Predictable Risk and Returns in Emerging Markets," The Review of Financial Studies, Society for Financial Studies, vol. 8(3), pages 773-816.
    4. La Porta, Rafael & Lopez-de-Silanes, Florencio & Shleifer, Andrei & Vishny, Robert, 1999. "The Quality of Government," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 15(1), pages 222-279, April.
    5. Doukas, John A. & Kim, Chansog (Francis) & Pantzalis, Christos, 2010. "Arbitrage Risk and Stock Mispricing," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 45(4), pages 907-934, August.
    6. Ang, Andrew & Hodrick, Robert J. & Xing, Yuhang & Zhang, Xiaoyan, 2009. "High idiosyncratic volatility and low returns: International and further U.S. evidence," Journal of Financial Economics, Elsevier, vol. 91(1), pages 1-23, January.
    7. Newey, Whitney K & West, Kenneth D, 1987. "Hypothesis Testing with Efficient Method of Moments Estimation," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 28(3), pages 777-787, October.
    8. Li, Kuei-Fu & Liao, Yi-Ping, 2014. "Directors' and officers' liability insurance and investment efficiency: Evidence from Taiwan," Pacific-Basin Finance Journal, Elsevier, vol. 29(C), pages 18-34.
    9. Lam, F.Y. Eric C. & Wei, K.C. John, 2011. "Limits-to-arbitrage, investment frictions, and the asset growth anomaly," Journal of Financial Economics, Elsevier, vol. 102(1), pages 127-149, October.
    10. Kao, Lanfeng & Chen, Anlin & Krishnamurti, Chandrasekhar, 2020. "Outcome model or substitute model of D&O insurance on IPO pricing without information asymmetry before issuance," Pacific-Basin Finance Journal, Elsevier, vol. 61(C).
    11. Armstrong, Christopher S. & Vashishtha, Rahul, 2012. "Executive stock options, differential risk-taking incentives, and firm value," Journal of Financial Economics, Elsevier, vol. 104(1), pages 70-88.
    12. Hirshleifer, David & Teoh, Siew Hong, 2003. "Limited attention, information disclosure, and financial reporting," Journal of Accounting and Economics, Elsevier, vol. 36(1-3), pages 337-386, December.
    13. Chou, Pin-Huang & Huang, Tsung-Yu & Yang, Hung-Jeh, 2013. "Arbitrage risk and the turnover anomaly," Journal of Banking & Finance, Elsevier, vol. 37(11), pages 4172-4182.
    14. Zou, Hong & Adams, Mike B., 2008. "Debt Capacity, Cost of Debt, and Corporate Insurance," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 43(2), pages 433-466, June.
    15. Chiang, Yao-Min & Chang, Pang-Ru, 2022. "Overinvestment, ownership structure, and directors' and officers’ liability insurance," International Review of Economics & Finance, Elsevier, vol. 78(C), pages 38-50.
    16. Chia-Wei Chen & Christos Pantzalis & Jung Chul Park, 2013. "Press Coverage And Stock Price Deviation From Fundamental Value," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 36(2), pages 175-214, June.
    17. Rafael La Porta & Florencio Lopez‐De‐Silanes & Andrei Shleifer & Robert Vishny, 2002. "Investor Protection and Corporate Valuation," Journal of Finance, American Finance Association, vol. 57(3), pages 1147-1170, June.
    18. 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.
    19. Galina Vereshchagina & Hugo A. Hopenhayn, 2009. "Risk Taking by Entrepreneurs," American Economic Review, American Economic Association, vol. 99(5), pages 1808-1830, December.
    20. Holderness, Clifford G., 1990. "Liability insurers as corporate monitors," International Review of Law and Economics, Elsevier, vol. 10(2), pages 115-129, September.
    21. Chen, Li-Yueh & Chen, Yu-Fen & Yang, Sheng-Yung, 2017. "Managerial incentives and R&D investments: The moderating effect of the directors’ and officers’ liability insurance," The North American Journal of Economics and Finance, Elsevier, vol. 39(C), pages 210-222.
    22. Lin, Chen & Officer, Micah S. & Zou, Hong, 2011. "Directors' and officers' liability insurance and acquisition outcomes," Journal of Financial Economics, Elsevier, vol. 102(3), pages 507-525.
    23. Boubakri, Narjess & Bouslimi, Lobna, 2016. "Directors’ and officers’ liability insurance and analyst forecast properties," Finance Research Letters, Elsevier, vol. 19(C), pages 22-32.
    24. Barberis, Nicholas & Shleifer, Andrei & Vishny, Robert, 1998. "A model of investor sentiment," Journal of Financial Economics, Elsevier, vol. 49(3), pages 307-343, September.
    25. Amihud, Yakov, 2002. "Illiquidity and stock returns: cross-section and time-series effects," Journal of Financial Markets, Elsevier, vol. 5(1), pages 31-56, January.
    26. Fama, Eugene F. & French, Kenneth R., 2015. "A five-factor asset pricing model," Journal of Financial Economics, Elsevier, vol. 116(1), pages 1-22.
    27. George, Thomas J. & Hwang, Chuan-Yang, 2010. "A resolution of the distress risk and leverage puzzles in the cross section of stock returns," Journal of Financial Economics, Elsevier, vol. 96(1), pages 56-79, April.
    28. Chang, Shih-Chung & Ren, Yayuan & Yeh, Jason, 2018. "The role of information: When is Directors’ and Officers’ insurance value-added?," Journal of Banking & Finance, Elsevier, vol. 97(C), pages 189-197.
    29. Yongqiang Chu & David Hirshleifer & Liang Ma, 2020. "The Causal Effect of Limits to Arbitrage on Asset Pricing Anomalies," Journal of Finance, American Finance Association, vol. 75(5), pages 2631-2672, October.
    30. Lin, Chen & Officer, Micah S. & Schmid, Thomas & Zou, Hong, 2019. "Is skin in the game a game changer? Evidence from mandatory changes of D&O insurance policies," Journal of Accounting and Economics, Elsevier, vol. 68(1).
    31. Robert F. Stambaugh & Jianfeng Yu & Yu Yuan, 2015. "Arbitrage Asymmetry and the Idiosyncratic Volatility Puzzle," Journal of Finance, American Finance Association, vol. 70(5), pages 1903-1948, October.
    32. M. Martin Boyer & Sharon Tennyson, 2015. "Directors' and Officers' Liability Insurance, Corporate Risk and Risk Taking: New Panel Data Evidence on The Role of Directors' and Officers' Liability Insurance," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 82(4), pages 753-791, December.
    33. Huang, Rachel J. & Jeng, Vivian & Wang, Cheng-Wei & Yue, Jack C., 2021. "Does size and book-to-market contain intangible information about managerial incentives? Learning from corporate D&O insurance purchase," Pacific-Basin Finance Journal, Elsevier, vol. 68(C).
    34. Ning Jia & Xuesong Tang, 2018. "Directors’ and Officers’ Liability Insurance, Independent Director Behavior, and Governance Effect," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 85(4), pages 1013-1054, December.
    35. John M. R. Chalmers & Larry Y. Dann & Jarrad Harford, 2002. "Managerial Opportunism? Evidence from Directors' and Officers' Insurance Purchases," Journal of Finance, American Finance Association, vol. 57(2), pages 609-636, April.
    36. Cubbin, John S & Leech, Dennis, 1983. "The Effect of Shareholding Dispersion on the Degree of Control in British Companies: Theory and Measurement," Economic Journal, Royal Economic Society, vol. 93(37), pages 351-369, June.
    37. Lily Fang & Joel Peress, 2009. "Media Coverage and the Cross‐section of Stock Returns," Journal of Finance, American Finance Association, vol. 64(5), pages 2023-2052, October.
    38. Chen, Zhihong & Li, Oliver Zhen & Zou, Hong, 2016. "Directors׳ and officers׳ liability insurance and the cost of equity," Journal of Accounting and Economics, Elsevier, vol. 61(1), pages 100-120.
    39. Fama, Eugene F & MacBeth, James D, 1973. "Risk, Return, and Equilibrium: Empirical Tests," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 607-636, May-June.
    40. Daniel, Kent & Titman, Sheridan, 1997. "Evidence on the Characteristics of Cross Sectional Variation in Stock Returns," Journal of Finance, American Finance Association, vol. 52(1), pages 1-33, March.
    41. Li, Kai & Sarkar, Asani & Wang, Zhenyu, 2003. "Diversification benefits of emerging markets subject to portfolio constraints," Journal of Empirical Finance, Elsevier, vol. 10(1-2), pages 57-80, February.
    42. Lai, Yi-Hsun & Tai, Vivian W., 2019. "Managerial overconfidence and directors' and officers' liability insurance," Pacific-Basin Finance Journal, Elsevier, vol. 57(C).
    43. Boyer, M. Martin & Stern, Léa H., 2012. "Is corporate governance risk valued? Evidence from directors' and officers' insurance," Journal of Corporate Finance, Elsevier, vol. 18(2), pages 349-372.
    44. Laura L. Veldkamp, 2006. "Media Frenzies in Markets for Financial Information," American Economic Review, American Economic Association, vol. 96(3), pages 577-601, June.
    45. Mayers, David & Smith, Clifford W, Jr, 1990. "On the Corporate Demand for Insurance: Evidence from the Reinsurance Market," The Journal of Business, University of Chicago Press, vol. 63(1), pages 19-40, January.
    46. Fama, Eugene F & French, Kenneth R, 1992. "The Cross-Section of Expected Stock Returns," Journal of Finance, American Finance Association, vol. 47(2), pages 427-465, June.
    47. David Hirshleifer & Kewei Hou & Siew Hong Teoh, 2012. "The Accrual Anomaly: Risk or Mispricing?," Management Science, INFORMS, vol. 58(2), pages 320-335, February.
    48. X. Frank Zhang, 2006. "Information Uncertainty and Stock Returns," Journal of Finance, American Finance Association, vol. 61(1), pages 105-137, February.
    49. Hirshleifer, David & Hsu, Po-Hsuan & Li, Dongmei, 2013. "Innovative efficiency and stock returns," Journal of Financial Economics, Elsevier, vol. 107(3), pages 632-654.
    50. Jeffrey Wurgler & Ekaterina Zhuravskaya, 2002. "Does Arbitrage Flatten Demand Curves for Stocks?," The Journal of Business, University of Chicago Press, vol. 75(4), pages 583-608, October.
    51. Carhart, Mark M, 1997. "On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
    52. Dain C. Donelson & Justin J. Hopkins & Christopher G. Yust, 2018. "The cost of disclosure regulation: evidence from D&O insurance and nonmeritorious securities litigation," Review of Accounting Studies, Springer, vol. 23(2), pages 528-588, June.
    53. Zhong, Angel & Gray, Philip, 2016. "The MAX effect: An exploration of risk and mispricing explanations," Journal of Banking & Finance, Elsevier, vol. 65(C), pages 76-90.
    54. Gebhardt, William R. & Hvidkjaer, Soeren & Swaminathan, Bhaskaran, 2005. "The cross-section of expected corporate bond returns: Betas or characteristics?," Journal of Financial Economics, Elsevier, vol. 75(1), pages 85-114, January.
    55. Baker, Tom & Griffith, Sean J., 2010. "Ensuring Corporate Misconduct," University of Chicago Press Economics Books, University of Chicago Press, number 9780226035154, December.
    56. Brad M. Barber & Terrance Odean, 2008. "All That Glitters: The Effect of Attention and News on the Buying Behavior of Individual and Institutional Investors," The Review of Financial Studies, Society for Financial Studies, vol. 21(2), pages 785-818, April.
    57. Leung, Woon Sau & Evans, Kevin P. & Mazouz, Khelifa, 2020. "The R&D anomaly: Risk or mispricing?," Journal of Banking & Finance, Elsevier, vol. 115(C).
    58. Shleifer, Andrei & Vishny, Robert W, 1997. "The Limits of Arbitrage," Journal of Finance, American Finance Association, vol. 52(1), pages 35-55, March.
    59. John A. Doukas & Chansog (Francis) Kim & Christos Pantzalis, 2005. "The Two Faces of Analyst Coverage," Financial Management, Financial Management Association, vol. 34(2), Summer.
    60. 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.
    61. Xavier Giroud & Holger M. Mueller, 2011. "Corporate Governance, Product Market Competition, and Equity Prices," Journal of Finance, American Finance Association, vol. 66(2), pages 563-600, April.
    62. Zou, Hong & Wong, Sonia & Shum, Clement & Xiong, Jun & Yan, Jun, 2008. "Controlling-minority shareholder incentive conflicts and directors' and officers' liability insurance: Evidence from China," Journal of Banking & Finance, Elsevier, vol. 32(12), pages 2636-2645, December.
    63. Jeffrey Pontiff, 1996. "Costly Arbitrage: Evidence from Closed-End Funds," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(4), pages 1135-1151.
    64. Cao, Jie & Han, Bing, 2016. "Idiosyncratic risk, costly arbitrage, and the cross-section of stock returns," Journal of Banking & Finance, Elsevier, vol. 73(C), pages 1-15.
    65. Mashruwala, Christina & Rajgopal, Shivaram & Shevlin, Terry, 2006. "Why is the accrual anomaly not arbitraged away? The role of idiosyncratic risk and transaction costs," Journal of Accounting and Economics, Elsevier, vol. 42(1-2), pages 3-33, October.
    66. Joon Ho Hwang & Byungmo Kim, 2018. "Directors’ And Officers’ Liability Insurance And Firm Value," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 85(2), pages 447-482, June.
    67. Yeh, Yin-Hua, 2019. "Corporate governance and family succession: New evidence from Taiwan," Pacific-Basin Finance Journal, Elsevier, vol. 57(C).
    68. Lin, Chen & Officer, Micah S. & Wang, Rui & Zou, Hong, 2013. "Directors' and officers' liability insurance and loan spreads," Journal of Financial Economics, Elsevier, vol. 110(1), pages 37-60.
    69. Shane A. Johnson & Theodore C. Moorman & Sorin Sorescu, 2009. "A Reexamination of Corporate Governance and Equity Prices," The Review of Financial Studies, Society for Financial Studies, vol. 22(11), pages 4753-4786, November.
    70. Stuart L. Gillan & Christine A. Panasian, 2015. "On Lawsuits, Corporate Governance, and Directors' and Officers' Liability Insurance," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 82(4), pages 793-822, December.
    71. Keloharju, Matti & Linnainmaa, Juhani T. & Nyberg, Peter, 2021. "Are return seasonalities due to risk or mispricing?," Journal of Financial Economics, Elsevier, vol. 139(1), pages 138-161.
    72. Boyer, M. Martin & Stern, Léa H., 2014. "D&O insurance and IPO performance: What can we learn from insurers?," Journal of Financial Intermediation, Elsevier, vol. 23(4), pages 504-540.
    73. Yuan, Rongli & Sun, Jian & Cao, Feng, 2016. "Directors' and officers' liability insurance and stock price crash risk," Journal of Corporate Finance, Elsevier, vol. 37(C), pages 173-192.
    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. Liao, Tsai-Ling & Chuang, Hwei-Lin & Wang, Jo-Yu, 2022. "Directors' and officers’ liability insurance and the pricing of seasoned equity offerings," International Review of Economics & Finance, Elsevier, vol. 80(C), pages 12-26.
    2. Xin Chen & Wei He & Libin Tao & Jianfeng Yu, 2023. "Attention and Underreaction-Related Anomalies," Management Science, INFORMS, vol. 69(1), pages 636-659, January.
    3. DeLisle, R. Jared & Ferguson, Michael F. & Kassa, Haimanot & Zaynutdinova, Gulnara R., 2021. "Hazard stocks and expected returns," Journal of Banking & Finance, Elsevier, vol. 125(C).
    4. Sophie Wang, Qing & Lai, Shaojie & Pi, Shuwen & Anderson, Hamish, 2022. "Does directors' and officers' liability insurance induce empire building? Evidence from corporate labor investment," Pacific-Basin Finance Journal, Elsevier, vol. 73(C).
    5. Li, Tianshi & Yang, Tina & Zhu, Jigao, 2022. "Directors’ and officers’ liability insurance: Evidence from independent directors’ voting," Journal of Banking & Finance, Elsevier, vol. 138(C).
    6. Atilgan, Yigit & Bali, Turan G. & Demirtas, K. Ozgur & Gunaydin, A. Doruk, 2020. "Left-tail momentum: Underreaction to bad news, costly arbitrage and equity returns," Journal of Financial Economics, Elsevier, vol. 135(3), pages 725-753.
    7. Lin, Feng-Yi & Guan, Liming & Ho, Chia-Ling & Wang, Teng-Shih, 2022. "Examining the D&O insurance effect on managerial ability," Finance Research Letters, Elsevier, vol. 46(PA).
    8. Khasawneh, Maher & McMillan, David G. & Kambouroudis, Dimos, 2024. "Left-tail risk and UK stock return predictability: Underreaction, overreaction, and arbitrage difficulties," International Review of Financial Analysis, Elsevier, vol. 95(PA).
    9. Adam Zaremba & Jacob Koby Shemer, 2018. "Price-Based Investment Strategies," Springer Books, Springer, number 978-3-319-91530-2, June.
    10. Chuan ‘Chewie’ Ang, Tze & Lam, F.Y. Eric C. & Ma, Tai & Wang, Shujing & Wei, K.C. John, 2019. "What is the real relationship between cash holdings and stock returns?," International Review of Economics & Finance, Elsevier, vol. 64(C), pages 513-528.
    11. Long, Huaigang & Chiah, Mardy & Zaremba, Adam & Umar, Zaghum, 2024. "Changes in shares outstanding and country stock returns around the world," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 90(C).
    12. Wu, Yuliang & Mazouz, Khelifa, 2016. "Long-term industry reversals," Journal of Banking & Finance, Elsevier, vol. 68(C), pages 236-250.
    13. Ang, Tze Chuan 'Chewie' & Azad, A.S.M. Sohel & Pham, Thu A.T. & Zhong, Angel, 2021. "Firm efficiency and stock returns: Australian evidence," International Review of Financial Analysis, Elsevier, vol. 78(C).
    14. Leung, Woon Sau & Evans, Kevin P. & Mazouz, Khelifa, 2020. "The R&D anomaly: Risk or mispricing?," Journal of Banking & Finance, Elsevier, vol. 115(C).
    15. Cakici, Nusret & Zaremba, Adam, 2023. "Recency bias and the cross-section of international stock returns," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 84(C).
    16. Zhong, Angel, 2018. "Idiosyncratic volatility in the Australian equity market," Pacific-Basin Finance Journal, Elsevier, vol. 50(C), pages 105-125.
    17. Huang, Rachel J. & Jeng, Vivian & Wang, Cheng-Wei & Yue, Jack C., 2021. "Does size and book-to-market contain intangible information about managerial incentives? Learning from corporate D&O insurance purchase," Pacific-Basin Finance Journal, Elsevier, vol. 68(C).
    18. Chan, Konan & Lin, Yueh-Hsiang & Wang, Yanzhi, 2017. "Limits-to-arbitrage, investment frictions, and innovation anomalies," Pacific-Basin Finance Journal, Elsevier, vol. 43(C), pages 1-14.
    19. Ma, Yao & Yang, Baochen & Su, Yunpeng, 2021. "Stock return predictability: Evidence from moving averages of trading volume," Pacific-Basin Finance Journal, Elsevier, vol. 65(C).
    20. Ang, Tze Chuan ‘Chewie’ & Lam, F.Y. Eric C. & Wei, K.C. John, 2020. "Mispricing firm-level productivity," Journal of Empirical Finance, Elsevier, vol. 58(C), pages 139-163.

    More about this item

    Keywords

    Directors' and Officers' liability insurance; Asset pricing; Mispricing; Limits-to-arbitrage;
    All these keywords.

    JEL classification:

    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • G34 - Financial Economics - - Corporate Finance and Governance - - - Mergers; Acquisitions; Restructuring; Corporate Governance

    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:eee:pacfin:v:77:y:2023:i:c:s0927538x23000045. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/pacfin .

    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.