Abstract
I study whether U.S. CEOs well connected in China better capture investment opportunities from China. I find that Chinese connected CEOs realize larger sales from China, better announcement returns of investments in China, greater operating performance, and more rewards in the labor market when investment opportunities from China increase, especially for CEOs’ connections with political officers in China. These relations are stronger for firms that lack relevant information about Chinese environment in the boardroom. My results are robust to various controls for managerial skill and regulatory reforms in China as well as tests for endogeneity.
Similar content being viewed by others
Notes
Studies have investigated negative impacts from import penetration such as increased unemployment rate, reduced participation of labor force, lower wages (Autor et al. 2013), higher substantial labor adjustment costs (Autor et al. 2014), sluggish employment growth (Acemoglu et al. 2016a, b), and lower innovation, sales, and R&D expenditure (Autor et al. 2016a, b).
Why is China special? How about Brazil, Indonesia, and Russia, which are also considered most favored nations? These three emerging countries each specialize in one specific commodity—namely, iron ore, rubber, and oil and gas, respectively. By contrast, China’s comparative advantage is industrial goods, developed during the Mao and Deng eras (Autor et al. 2016a, b).
The role of CEOs’ personal China-related social connections could be particularly important when CEOs in U.S. firms do not have China-related work experience. In my sample, there are only 10 CEOs who have China-related work experience.
Confucianism, also known as Ruism, is described as tradition, a philosophy, a religion, a humanistic or rationalistic religion, a way of governing, or simply a way of life. See https://en.wikipedia.org/wiki/Confucianism.
Benjamin Carlson, “Why Big American Businesses Fail in China?” CNBC News, September 26, 2013 (see https://www.cnbc.com/2013/09/26/why-big-american-businesses-fail-in-china.html).
The holdup problem is a situation where two parties may be able to work most efficiently by cooperating but refrain from doing so because of concerns that they may give the other party increased bargaining power and thereby reduce their own profits. When party A has made a prior commitment to a relationship with party B, the latter can “hold up” the former for the value of that commitment. The holdup problem leads to severe economic cost and might also lead to underinvestment. See https://en.wikipedia.org/wiki/Hold-up_problem.
Google shut down its Chinese search engine in 2010 because the company found that the Gmail accounts of a number of Chinese human rights activists had been hacked, and decided to no longer conform to the Chinese government’s censorship policies.
I obtain import value of the United States from China from the United Nations Commodity Trade Statistics Database (UN Comtrade), and I thank David Dorn for providing the crosswalk file for the concord of six-digit HS product-level trade data from UN Comtrade to four-digit SIC manufacturing industries at http://www.ddorn.net/data.htm.
The conclusion remains unchanged if I replace domestic absorption in 1991 with 2001, the year of the accession to WTO for China.
Specifically, I control forCEO age, CEO tenure, network size, degree of centrality, firm size, market-to-book ratio, leverage, free cash flow, foreign sales ratio, and indicators for strong U.S. dollar (currency strength), M&A deals, and JV deals.
In nonlinear logit or probit model, high-dimension fixed effects cannot work well because the maximum likelihood estimators are inconsistent with firm fixed effects due to the incidental parameter problem (Guo and Masulis 2015).
The results based on industry-by-year fixed effects are not tabulated and are available upon request.
This study is less likely to suffer from reversed causality problem since most of the social ties of CEOs in China have been formed prior to current position for years. Please see detail discussion in Ferris et al. (2017).
As of 2015, Chinese Singaporeans constitute 76.18% of Singapore’s citizens (see “Population in Brief 2015” at http://www.nptd.gov.sg/Portals/0/Homepage/Highlights/population-in-brief-2015.pdf).
References
Acemoglu D, Autor DH, Dorn D, Hanson GH (2016a) Import competition and the great U.S. employment sag of the 2000s. J Law Econ 34:141–198
Acemoglu D, Johnson S, Kermani A, Kwak J, Mitton T (2016b) The value of connections in turbulent times: evidence from the United States. J Financ Econ 121:368–391
Agrawal A, Knoeber CR (2001) Do some outside directors play a political role? J Law Econ 44:179–198
Autor DH, Dorn D, Hanson GH (2013) The China syndrome: local labor market effects of import competition in the United States. Am Econ Rev 103:2121–2168
Autor DH, Dorn D, Hanson GH (2016a) The China shock: learning from labor market adjustment to large changes in trade. Annu Rev Econ 8:205–240
Autor DH, Dorn D, Hanson GF, Pisano G, Shu P (2016b) Foreign competition and domestic innovation evidence from U.S. patents, NBER Working paper No. 22879.
Autor DH, Dorn D, Hanson GH, Song J (2014) Trade adjustment: worker level evidence. Quart J Econ 129:1799–1860
Baldenius T, Melumad N, Meng X (2014) Board composition and CEO power. J Financ Econ 112:53–68
Bertrand M, Schoar A (2003) Managing with style: the effect of managers on firm policies. Quart J Econ 118:1169–1208
Bloom N, Draca M, Van Reenen J (2016) Trade induced technical change? The impact of Chinese imports on innovation, IT and productivity. Rev Econ Stud 83:87–117
Breza E (2016) Field experiments, social networks, and development. The Oxford Handbook of the Economics of Networks. Oxford University Press, New York
Brown JR, Ivković Z, Smith PA, Weisbenner S (2008) Neighbors matter: causal community effects and stock market participation. J Finance 63:1509–1531
Cai Y, Sevilir M (2012) Board connections and M&A transactions. J Financ Econ 103:327–349
Chen J, Cumming D, Hou W, Lee E (2016) CEO accountability for corporate fraud: Evidence from the split share structure reform in China. J Bus Ethics 138:787–806
Chen S-S, Chen Y-S, Kang J-K, Peng S-C (2020) Board structure, director expertise, and advisory role of outside directors. J Financial Econ (forthcoming).
Cohen L, Frazzini A, Malloy C (2008) The small world of investing: board connections and mutual fund returns. J Polit Econ 116:951–979
Cohen L, Gurun UG, Malloy CJ (2017) Resident networks and corporate connections: evidence from World War II internment camps. J Finance 72:207–248
Cohen L, Lou D (2012) Complicated firms. J Financ Econ 104:383–400
Coles JL, Daniel ND, Naveen L (2008) Boards: does one size fit all? J Financ Econ 87:329–356
Coles JL, Daniel ND, Naveen L (2014) Co-opted boards. Rev Financ Stud 27:1751–1796
Coles JL, Hoi C-K (2003) New evidence on the market for directors: board membership and Pennsylvania Senate Bill 1310. J Finance 58:197–230
Conyon MJ, He L (2016) Executive compensation and corporate fraud in China. J Bus Ethics 134:669–691
Core J, Guay W (2002) Estimating the value of employee stock option portfolios and their sensitivities to price and volatility. J Account Res 40:613–630
Cornelli F, Goldreich D (2001) Bookbuilding and strategic allocation. J Finance 56:2337–2367
Custódio C, Ferreira MA, Matos P (2013) Generalists versus specialists: lifetime work experience and chief executive officer pay. J Financ Econ 108:471–492
Custódio C, Metzger D (2013) How do CEOs matter? The effect of industry expertise on acquisition returns. Rev Financial Stud 26:2008–2047
Daniel DN, McConnell JJ, Naveen L (2013) The advisory role of foreign directors in U.S. firms, Working paper, Temple University.
El-Khatib R, Fogel K, Jandik T (2015) CEO network centrality and merger performance. J Financ Econ 116:349–382
Elliott M (2015) Inefficiencies in networked markets. Am Econ J Microecon 7:43–82
Engelberg J, Gao P, Parsons CA (2013) The price of a CEO’s Rolodex. Rev Financial Stud 26:79–114
Erel I, Liao RC, Weisbach MS (2012) Determinants of cross-border mergers and acquisitions. J Finance 67:1045–1082
Faleye O, Hoitash R, Hoitash U (2013) Advisory directors, Working paper, Northeastern University.
Ferris SP, Javakhadze D, Rajkovic T (2017) The international effect of managerial social capital on the cost of equity. J Bank Finance 74:69–84
Fracassi C (2016) Corporate finance policies and social networks. Manage Sci 63:2420–2438
Fracassi C, Tate G (2012) External networking and internal firm governance. J Finance 67:153–194
Francis BB, Hasan I, Sun X (2009) Political connections and the process of going public: evidence from China. J Int Money Financ 28:696–719
Gilson SC (1990) Bankruptcy, boards, banks, and blockholders:evidence on changes in corporate ownership and control when firms default. J Financ Econ 27:355–387
Guedj I, Barnea A (2009) Director networks, Working paper.
Guiso L, Sapienza P, Zingales L (2009) Cultural biases in economic exchange. Quart J Econ 124:1095–1131
Guo L, Masulis RW (2015) Board structure and monitoring: new evidence from CEO turnovers. Rev Financial Stud 28:2770–2811
Harford J, Schonlau RJ (2013) Does the director labor market offer ex post settling-up for CEOs? The case of acquisitions. J Financ Econ 110:18–36
Hoberg G, Katie Moon S (2017) Offshore activities and financial vs operational hedging. J Financ Econ 125:217–244
Hochberg YV, Ljungqvist A, Lu Y (2007) Whom you know matters: Venture capital networks and investment performance. J Finance 62:251–301
Hombert J, Matray A (2018) Can innovation help U.S. manufacturing firms escape import competition from China? J Finance 73:2003–2039
Huang Q, Jiang F, Lie E, Yang K (2014) The role of investment banker directors in M&A. J Financ Econ 112:269–286
Hwang K-K (1987) Face and favor: the Chinese power game. Am J Sociol 92:944–974
Hwang B-H, Kim S (2009) It pays to have friends. J Financ Econ 93:138–158
Hymer SH (1976) The international operations of national firms: a study of direct foreign investment. MIT Press, Cambridge
Ishii J, Xuan Y (2014) Acquirer-target social ties and merger outcomes. J Financ Econ 112:344–363
Jackson MO (2014) The past and future of network analysis in economics. The Oxford Handbook of the Economics of Networks, Oxford University Press, New York
Khanna V, Kim EH, Lu Y (2015) CEO connectedness and corporate fraud. J Finance 70:1203–1252
Kindleberger CP (1969) American business abroad. Yale University Press, New Haven
Kiong TC, Kee YP (1998) Guanxi bases, xinyong and Chinese business networks. Br J Sociol 49:75–96
Lang LHP, Stulz RM, Walkling RA (1989) Managerial performance, Tobin’s Q, and the gains from successful tender offers. J Financ Econ 24:137–154
Liao L, Liu B, Wang H (2014) China’s secondary privatization: perspectives from the split-share structure reform. J Financ Econ 113:500–518
Lieberman MB, Montgomery DB (1988) First-mover advantages. Strateg Manag J 9:41–58
Luo Y (2000) Guanxi and business. World Scientific, Singapore
Luo Y (1999) Time-based experience and international expansion: the case of an emerging economy. J Manage Stud 36:505–534
Malmendier U, Tate G (2008) Who makes acquisitions? CEO Overconfidence and the Market’s Reaction. J Finan Econ 89:20–43
Malmendier U, Tate G (2009) Superstar CEOs. Quart J Econ 124:1593–1638
Masulis RW, Wang C, Xie F (2007) Corporate governance and acquirer returns. J Finance 62:1851–1889
Munshi K (2003) Networks in the modern economy: Mexican migrants in the U.S. labor market. Quart J Econ 118:549–599
Murphy KJ (2013) Executive compensation: Where we are, and how we got there. In: Constantinides GM, Harris M, Stulz RM (eds) Handbook of the economics of finance. Elsevier, Amsterdam.
Pierce JR, Schott PK (2016) The surprisingly swift decline of U.S. manufacturing employment. Am Econ Rev 106:1632–1662
Prashantham S, Young S (2009) Post-entry speed of international new ventures. Entrepreneurship Theory Pract 35:275–292.
Seru A (2014) Firm boundaries matter: evidence from conglomerates and R&D activity. J Financ Econ 111:381–405
Vermeulen F, Barkema H (2002) Pace, rhythm, and scope: process dependence in building a profitable multinational corporation. Strateg Manag J 23:637–653
Yang F (2011) The importance of guanxi to multinational companies in China. Asian Soc Sci 7:163–168
Zhou N, Guillén MF (2015) From home country to home base: a dynamic approach to the liability of foreignness. Strateg Manag J 36:907–917
Acknowledgements
This paper is a modified version of my PhD dissertation. I am grateful for suggestions and comments from two anonymous referees, Chin-Wen Hsin, Po-Hsuan Hsu, Shing-yang Hu, Wei-Hsien Li, Woan-Lih Liang, Jiang Luo, David Reeb, Johan Sulaeman, Yanzhi Wang, and my dissertation committee: I-Ju Chen, Sheng-Syan Chen, Yan-Shing Chen, Keng-Yu Ho, Chia-Wei Huang, and Chih-Yen Lin. I also thank seminar participants at National Central University.
Author information
Authors and Affiliations
Corresponding author
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Appendix
Rights and permissions
About this article
Cite this article
Peng, SC. Does U.S. CEO connectedness in China matter? Evidence from Chinese import penetration. Rev Quant Finan Acc 59, 1051–1094 (2022). https://doi.org/10.1007/s11156-022-01070-y
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11156-022-01070-y