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Family succession and business diversification: Evidence from China

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  • Weng, Tzu-Ching
  • Chi, Hsin-Yi

Abstract

This study examines whether family firms tend to expand their business when family successors inherit the entire business. In the specific economic environment of China, we find that second-generation successors are more likely to diversify the family business and perform better after diversification. Moreover, family successors located in provinces with low levels of development have more incentives to diversify their business, relative to successors located in provinces with high development levels. However, political connections reduce successors' incentives for diversification. Therefore, we find that the specific effects of political connections and regional levels of market development influence family successors' incentives for diversification.

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  • Weng, Tzu-Ching & Chi, Hsin-Yi, 2019. "Family succession and business diversification: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 53(C), pages 56-81.
    • Handle: RePEc:eee:pacfin:v:53:y:2019:i:c:p:56-81
    DOI: 10.1016/j.pacfin.2018.09.001
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    1. Chen, Shuping & Chen, Xia & Cheng, Qiang & Shevlin, Terry, 2010. "Are family firms more tax aggressive than non-family firms?," Journal of Financial Economics, Elsevier, vol. 95(1), pages 41-61, January.
    2. Amit, Raphael & Ding, Yuan & Villalonga, Belén & Zhang, Hua, 2015. "The role of institutional development in the prevalence and performance of entrepreneur and family-controlled firms," Journal of Corporate Finance, Elsevier, vol. 31(C), pages 284-305.
    3. Fan, Joseph P.H. & Wong, T.J. & Zhang, Tianyu, 2007. "Politically connected CEOs, corporate governance, and Post-IPO performance of China's newly partially privatized firms," Journal of Financial Economics, Elsevier, vol. 84(2), pages 330-357, May.
    4. Michael Lubatkin & William S. Schulze & N Dino Richard, 2003. "Exploring the agency consequences of ownership dispersion among the directors of private family firms," Post-Print hal-02311676, HAL.
    5. Jacquemin, Alexis P & Berry, Charles H, 1979. "Entropy Measure of Diversification and Corporate Growth," Journal of Industrial Economics, Wiley Blackwell, vol. 27(4), pages 359-369, June.
    6. Allen, Franklin & Qian, Jun & Qian, Meijun, 2005. "Law, finance, and economic growth in China," Journal of Financial Economics, Elsevier, vol. 77(1), pages 57-116, July.
    7. Bae, Sung C. & Kwon, Taek Ho & Lee, Jang W., 2011. "Does corporate diversification by business groups create value? Evidence from Korean chaebols," Pacific-Basin Finance Journal, Elsevier, vol. 19(5), pages 535-553, November.
    8. Hoechle, Daniel & Schmid, Markus & Walter, Ingo & Yermack, David, 2012. "How much of the diversification discount can be explained by poor corporate governance?," Journal of Financial Economics, Elsevier, vol. 103(1), pages 41-60.
    9. Yingyi Qian & Barry R. Weingast, 1997. "Federalism as a Commitment to Reserving Market Incentives," Journal of Economic Perspectives, American Economic Association, vol. 11(4), pages 83-92, Fall.
    10. Michael D. Ensley & Allison W. Pearson, 2005. "An Exploratory Comparison of the Behavioral Dynamics of Top Management Teams in Family and Nonfamily New Ventures: Cohesion, Conflict, Potency, and Consensus," Entrepreneurship Theory and Practice, , vol. 29(3), pages 267-284, May.
    11. Stulz, ReneM., 1990. "Managerial discretion and optimal financing policies," Journal of Financial Economics, Elsevier, vol. 26(1), pages 3-27, July.
    12. McConaughy, Daniel L. & Walker, Michael C. & Henderson, Glenn Jr. & Mishra, Chandra S., 1998. "Founding family controlled firms: Efficiency and value," Review of Financial Economics, Elsevier, vol. 7(1), pages 1-19.
    13. Belén Villalonga, 2004. "Diversification Discount or Premium? New Evidence from the Business Information Tracking Series," Journal of Finance, American Finance Association, vol. 59(2), pages 479-506, April.
    14. Jensen, Michael C, 1986. "Agency Costs of Free Cash Flow, Corporate Finance, and Takeovers," American Economic Review, American Economic Association, vol. 76(2), pages 323-329, May.
    15. McConnell, John J. & Servaes, Henri, 1990. "Additional evidence on equity ownership and corporate value," Journal of Financial Economics, Elsevier, vol. 27(2), pages 595-612, October.
    16. Kee H. Chung & Stephen W. Pruitt, 1994. "A Simple Approximation of Tobin's q," Financial Management, Financial Management Association, vol. 23(3), Fall.
    17. Raphael Amit & Joshua Livnat, 1988. "Diversification strategies, business cycles and economic performance," Strategic Management Journal, Wiley Blackwell, vol. 9(2), pages 99-110, March.
    18. Michael Lubatkin & William S. Schulze & Richard N. Dino, 2003. "Exploring the agency consequences of ownership dispersion among the directors of private family firms," Post-Print hal-02276698, HAL.
    19. Hongbin Li & Lingsheng Meng & Junsen Zhang, 2006. "Why Do Entrepreneurs Enter Politics? Evidence from China," Economic Inquiry, Western Economic Association International, vol. 44(3), pages 559-578, July.
    20. Fan, Joseph P H & Lang, Larry H P, 2000. "The Measurement of Relatedness: An Application to Corporate Diversification," The Journal of Business, University of Chicago Press, vol. 73(4), pages 629-660, October.
    21. Whyte, Martin King, 1996. "The Chinese Family and Economic Development: Obstacle or Engine?," Economic Development and Cultural Change, University of Chicago Press, vol. 45(1), pages 1-30, October.
    22. Morten Bennedsen & Kasper Meisner Nielsen & Francisco Perez-Gonzalez & Daniel Wolfenzon, 2007. "Inside the Family Firm: The Role of Families in Succession Decisions and Performance," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(2), pages 647-691.
    23. Danny Miller & Isabelle Le Breton‐Miller & Richard H. Lester, 2010. "Family ownership and acquisition behavior in publicly‐traded companies," Strategic Management Journal, Wiley Blackwell, vol. 31(2), pages 201-223, February.
    24. Scott W. Barnhart & M. Wayne Marr & Stuart Rosenstein, 1994. "Firm performance and board composition: Some new evidence," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 15(4), pages 329-340, July/Augu.
    25. Ravi Kanbur & Xiaobo Zhang, 2005. "Fifty Years of Regional Inequality in China: a Journey Through Central Planning, Reform, and Openness," Review of Development Economics, Wiley Blackwell, vol. 9(1), pages 87-106, February.
    26. Di Cai & Jin-hui Luo & Di-fang Wan, 2012. "Family CEOs: Do they benefit firm performance in China?," Asia Pacific Journal of Management, Springer, vol. 29(4), pages 923-947, December.
    27. Li, Hongbin & Meng, Lingsheng & Wang, Qian & Zhou, Li-An, 2008. "Political connections, financing and firm performance: Evidence from Chinese private firms," Journal of Development Economics, Elsevier, vol. 87(2), pages 283-299, October.
    28. Rafael La Porta & Florencio Lopez‐De‐Silanes & Andrei Shleifer, 1999. "Corporate Ownership Around the World," Journal of Finance, American Finance Association, vol. 54(2), pages 471-517, April.
    29. Michael Lubatkin & Yan Ling & William S. Schulze, 2007. "An organizational justice-based view of self-control and agency costs in family firms," Post-Print hal-02311795, HAL.
    30. Vanessa M. Strike & Pascual Berrone & Stephen G. Sapp & Lorenzo Congiu, 2015. "A Socioemotional Wealth Approach to CEO Career Horizons in Family Firms," Journal of Management Studies, Wiley Blackwell, vol. 52(4), pages 555-583, June.
    31. Schulze, William S. & Lubatkin, Michael H. & Dino, Richard N., 2003. "Toward a theory of agency and altruism in family firms," Journal of Business Venturing, Elsevier, vol. 18(4), pages 473-490, July.
    32. Jose Manuel Campa & Simi Kedia, 2002. "Explaining the Diversification Discount," Journal of Finance, American Finance Association, vol. 57(4), pages 1731-1762, August.
    33. Li, Wei, 1997. "The Impact of Economic Reform on the Performance of Chinese State Enterprises, 1980-1989," Journal of Political Economy, University of Chicago Press, vol. 105(5), pages 1080-1106, October.
    34. Claessens, Stijn & Djankov, Simeon & Lang, Larry H. P., 2000. "The separation of ownership and control in East Asian Corporations," Journal of Financial Economics, Elsevier, vol. 58(1-2), pages 81-112.
    35. Singh, Manohar & Davidson III, Wallace N., 2003. "Agency costs, ownership structure and corporate governance mechanisms," Journal of Banking & Finance, Elsevier, vol. 27(5), pages 793-816, May.
    36. Michael Jensen & Edward J. Zajac, 2004. "Corporate elites and corporate strategy: how demographic preferences and structural position shape the scope of the firm," Strategic Management Journal, Wiley Blackwell, vol. 25(6), pages 507-524, June.
    37. Luis R. Gomez‐Mejia & Marianna Makri & Martin Larraza Kintana, 2010. "Diversification Decisions in Family‐Controlled Firms," Journal of Management Studies, Wiley Blackwell, vol. 47(2), pages 223-252, March.
    38. Narayan, Paresh Kumar & Zheng, Xinwei, 2010. "Market liquidity risk factor and financial market anomalies: Evidence from the Chinese stock market," Pacific-Basin Finance Journal, Elsevier, vol. 18(5), pages 509-520, November.
    39. Cao, Jerry & Cumming, Douglas & Wang, Xiaoming, 2015. "One-child policy and family firms in China," Journal of Corporate Finance, Elsevier, vol. 33(C), pages 317-329.
    40. Castanias, Richard P. & Helfat, Constance E., 1992. "Managerial and windfall rents in the market for corporate control," Journal of Economic Behavior & Organization, Elsevier, vol. 18(2), pages 153-184, July.
    41. W. Gibb Dyer Jr. & David A. Whetten, 2006. "Family Firms and Social Responsibility: Preliminary Evidence from the S&P 500," Entrepreneurship Theory and Practice, , vol. 30(6), pages 785-802, November.
    42. Xu, Xiaonian & Wang, Yan, 1999. "Ownership structure and corporate governance in Chinese stock companies," China Economic Review, Elsevier, vol. 10(1), pages 75-98.
    43. Yadong Luo, 2007. "Are joint venture partners more opportunistic in a more volatile environment?," Strategic Management Journal, Wiley Blackwell, vol. 28(1), pages 39-60, January.
    44. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    45. Xu, Nianhang & Yuan, Qingbo & Jiang, Xuanyu & Chan, Kam C., 2015. "Founder's political connections, second generation involvement, and family firm performance: Evidence from China," Journal of Corporate Finance, Elsevier, vol. 33(C), pages 243-259.
    46. Joseph P.H. Fan & T.J. Wong & Tianyu Zhang, 2012. "Founder Succession and Accounting Properties," Contemporary Accounting Research, John Wiley & Sons, vol. 29(1), pages 283-311, March.
    47. Jian, Tianlun & Sachs, Jeffrey D. & Warner, Andrew M., 1996. "Trends in regional inequality in China," China Economic Review, Elsevier, vol. 7(1), pages 1-21.
    48. Edward L. Glaeser & Rafael La Porta & Florencio Lopez-de-Silanes & Andrei Shleifer, 2004. "Do Institutions Cause Growth?," Journal of Economic Growth, Springer, vol. 9(3), pages 271-303, September.
    49. Nianhang Xu & Xinzhong Xu & Qingbo Yuan, 2013. "Political Connections, Financing Friction, and Corporate Investment: Evidence from Chinese Listed Family Firms," European Financial Management, European Financial Management Association, vol. 19(4), pages 675-702, September.
    50. Villalonga, Belen & Amit, Raphael, 2006. "How do family ownership, control and management affect firm value?," Journal of Financial Economics, Elsevier, vol. 80(2), pages 385-417, May.
    51. Michael H. Lubatkin & Yan Ling & William S. Schulze, 2007. "An Organizational Justice‐Based View of Self‐Control and Agency Costs in Family Firms," Journal of Management Studies, Wiley Blackwell, vol. 44(6), pages 955-971, September.
    52. Ducassy, Isabelle & Prevot, Frédéric, 2010. "The effects of family dynamics on diversification strategy: Empirical evidence from French companies," Journal of Family Business Strategy, Elsevier, vol. 1(4), pages 224-235, December.
    53. Qi, Daqing & Wu, Woody & Zhang, Hua, 2000. "Shareholding structure and corporate performance of partially privatized firms: Evidence from listed Chinese companies," Pacific-Basin Finance Journal, Elsevier, vol. 8(5), pages 587-610, October.
    54. Weiwen Li & Ai He & Hailin Lan & Daphne Yiu, 2012. "Political connections and corporate diversification in emerging economies: Evidence from China," Asia Pacific Journal of Management, Springer, vol. 29(3), pages 799-818, September.
    55. Lawrance Gordon & Mary Myers, 1998. "Tobin's q and overinvestment," Applied Economics Letters, Taylor & Francis Journals, vol. 5(1), pages 1-4.
    56. Constantinos C. Markides & Peter J. Williamson, 1994. "Related diversification, core competences and corporate performance," Strategic Management Journal, Wiley Blackwell, vol. 15(S2), pages 149-165, June.
    57. Belén Villalonga, 2004. "Does Diversification Cause the "Diversification Discount"?," Financial Management, Financial Management Association, vol. 33(2), Summer.
    58. Sayan Chatterjee & Birger Wernerfelt, 1991. "The link between resources and type of diversification: Theory and evidence," Strategic Management Journal, Wiley Blackwell, vol. 12(1), pages 33-48, January.
    59. Cucculelli, Marco & Micucci, Giacinto, 2008. "Family succession and firm performance: Evidence from Italian family firms," Journal of Corporate Finance, Elsevier, vol. 14(1), pages 17-31, February.
    60. Anderson, Ronald C & Reeb, David M, 2003. "Founding-Family Ownership, Corporate Diversification, and Firm Leverage," Journal of Law and Economics, University of Chicago Press, vol. 46(2), pages 653-684, October.
    61. Ansari, Iram Fatima & Goergen, Marc & Mira, Svetlana, 2014. "The determinants of the CEO successor choice in family firms," Journal of Corporate Finance, Elsevier, vol. 28(C), pages 6-25.
    62. Bennedsen, Morten & Fan, Joseph P.H. & Jian, Ming & Yeh, Yin-Hua, 2015. "The family business map: Framework, selective survey, and evidence from Chinese family firm succession," Journal of Corporate Finance, Elsevier, vol. 33(C), pages 212-226.
    63. Janet Bercovitz & Will Mitchell, 2007. "When is more better? The impact of business scale and scope on long‐term business survival, while controlling for profitability," Strategic Management Journal, Wiley Blackwell, vol. 28(1), pages 61-79, January.
    64. Titman, Sheridan & Wei, K. C. John & Xie, Feixue, 2004. "Capital Investments and Stock Returns," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 39(4), pages 677-700, December.
    65. Chen, Charles J.P. & Li, Zengquan & Su, Xijia & Sun, Zheng, 2011. "Rent-seeking incentives, corporate political connections, and the control structure of private firms: Chinese evidence," Journal of Corporate Finance, Elsevier, vol. 17(2), pages 229-243, April.
    66. William S. Schulze & Michael H. Lubatkin & Richard N. Dino & Ann K. Buchholtz, 2001. "Agency Relationships in Family Firms: Theory and Evidence," Organization Science, INFORMS, vol. 12(2), pages 99-116, April.
    67. Jiang, Fuxiu & Jiang, Zhan & Kim, Kenneth A. & Zhang, Min, 2015. "Family-firm risk-taking: Does religion matter?," Journal of Corporate Finance, Elsevier, vol. 33(C), pages 260-278.
    68. Servaes, Henri, 1996. "The Value of Diversification during the Conglomerate Merger Wave," Journal of Finance, American Finance Association, vol. 51(4), pages 1201-1225, September.
    69. 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.
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