Skip to main content
Log in

Does U.S. CEO connectedness in China matter? Evidence from Chinese import penetration

  • Original Research
  • Published:
Review of Quantitative Finance and Accounting Aims and scope Submit manuscript

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.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1

Similar content being viewed by others

Notes

  1. 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).

  2. 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).

  3. Chen et al. (2020) find that U.S. firms demand more China-related directors, and China-related directors facilitate the firm’s investments in China. Hombert and Matray (2018) find that firms with many R&D stocks can alleviate the negative effects of competition from China.

  4. See https://en.wikipedia.org/wiki/Guanxi.

  5. The literature suggests that CEO traits play an important role in the firms they run (e.g., Bertrand and Schoar 2003; Custódio and Metzger 2013).

  6. 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.

  7. 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.

  8. 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).

  9. 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.

  10. 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.

  11. For more detailed information on data policy of BoardEx database, see Fracassi and Tate (2012) and Engelberg et al. (2013).

  12. 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.

  13. The conclusion remains unchanged if I replace domestic absorption in 1991 with 2001, the year of the accession to WTO for China.

  14. 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.

  15. 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).

  16. The results based on industry-by-year fixed effects are not tabulated and are available upon request.

  17. 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).

  18. 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

    Google Scholar 

  • 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

    Article  Google Scholar 

  • Agrawal A, Knoeber CR (2001) Do some outside directors play a political role? J Law Econ 44:179–198

    Article  Google Scholar 

  • 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

    Article  Google Scholar 

  • 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

    Article  Google Scholar 

  • 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

    Article  Google Scholar 

  • Baldenius T, Melumad N, Meng X (2014) Board composition and CEO power. J Financ Econ 112:53–68

    Article  Google Scholar 

  • Bertrand M, Schoar A (2003) Managing with style: the effect of managers on firm policies. Quart J Econ 118:1169–1208

    Article  Google Scholar 

  • 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

    Article  Google Scholar 

  • Breza E (2016) Field experiments, social networks, and development. The Oxford Handbook of the Economics of Networks. Oxford University Press, New York

    Google Scholar 

  • Brown JR, Ivković Z, Smith PA, Weisbenner S (2008) Neighbors matter: causal community effects and stock market participation. J Finance 63:1509–1531

    Article  Google Scholar 

  • Cai Y, Sevilir M (2012) Board connections and M&A transactions. J Financ Econ 103:327–349

    Article  Google Scholar 

  • 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

    Article  Google Scholar 

  • 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

    Article  Google Scholar 

  • Cohen L, Gurun UG, Malloy CJ (2017) Resident networks and corporate connections: evidence from World War II internment camps. J Finance 72:207–248

    Article  Google Scholar 

  • Cohen L, Lou D (2012) Complicated firms. J Financ Econ 104:383–400

    Article  Google Scholar 

  • Coles JL, Daniel ND, Naveen L (2008) Boards: does one size fit all? J Financ Econ 87:329–356

    Article  Google Scholar 

  • Coles JL, Daniel ND, Naveen L (2014) Co-opted boards. Rev Financ Stud 27:1751–1796

    Article  Google Scholar 

  • 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

    Article  Google Scholar 

  • Conyon MJ, He L (2016) Executive compensation and corporate fraud in China. J Bus Ethics 134:669–691

    Article  Google Scholar 

  • 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

    Article  Google Scholar 

  • Cornelli F, Goldreich D (2001) Bookbuilding and strategic allocation. J Finance 56:2337–2367

    Article  Google Scholar 

  • Custódio C, Ferreira MA, Matos P (2013) Generalists versus specialists: lifetime work experience and chief executive officer pay. J Financ Econ 108:471–492

    Article  Google Scholar 

  • Custódio C, Metzger D (2013) How do CEOs matter? The effect of industry expertise on acquisition returns. Rev Financial Stud 26:2008–2047

    Article  Google Scholar 

  • 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

    Article  Google Scholar 

  • Elliott M (2015) Inefficiencies in networked markets. Am Econ J Microecon 7:43–82

    Article  Google Scholar 

  • Engelberg J, Gao P, Parsons CA (2013) The price of a CEO’s Rolodex. Rev Financial Stud 26:79–114

    Article  Google Scholar 

  • Erel I, Liao RC, Weisbach MS (2012) Determinants of cross-border mergers and acquisitions. J Finance 67:1045–1082

    Article  Google Scholar 

  • 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

    Article  Google Scholar 

  • Fracassi C (2016) Corporate finance policies and social networks. Manage Sci 63:2420–2438

    Article  Google Scholar 

  • Fracassi C, Tate G (2012) External networking and internal firm governance. J Finance 67:153–194

    Article  Google Scholar 

  • 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

    Article  Google Scholar 

  • 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

    Article  Google Scholar 

  • 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

    Article  Google Scholar 

  • Guo L, Masulis RW (2015) Board structure and monitoring: new evidence from CEO turnovers. Rev Financial Stud 28:2770–2811

    Article  Google Scholar 

  • 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

    Article  Google Scholar 

  • Hoberg G, Katie Moon S (2017) Offshore activities and financial vs operational hedging. J Financ Econ 125:217–244

    Article  Google Scholar 

  • Hochberg YV, Ljungqvist A, Lu Y (2007) Whom you know matters: Venture capital networks and investment performance. J Finance 62:251–301

    Article  Google Scholar 

  • Hombert J, Matray A (2018) Can innovation help U.S. manufacturing firms escape import competition from China? J Finance 73:2003–2039

    Article  Google Scholar 

  • Huang Q, Jiang F, Lie E, Yang K (2014) The role of investment banker directors in M&A. J Financ Econ 112:269–286

    Article  Google Scholar 

  • Hwang K-K (1987) Face and favor: the Chinese power game. Am J Sociol 92:944–974

    Article  Google Scholar 

  • Hwang B-H, Kim S (2009) It pays to have friends. J Financ Econ 93:138–158

    Article  Google Scholar 

  • Hymer SH (1976) The international operations of national firms: a study of direct foreign investment. MIT Press, Cambridge

    Google Scholar 

  • Ishii J, Xuan Y (2014) Acquirer-target social ties and merger outcomes. J Financ Econ 112:344–363

    Article  Google Scholar 

  • 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

    Google Scholar 

  • Khanna V, Kim EH, Lu Y (2015) CEO connectedness and corporate fraud. J Finance 70:1203–1252

    Article  Google Scholar 

  • Kindleberger CP (1969) American business abroad. Yale University Press, New Haven

    Google Scholar 

  • Kiong TC, Kee YP (1998) Guanxi bases, xinyong and Chinese business networks. Br J Sociol 49:75–96

    Article  Google Scholar 

  • 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

    Article  Google Scholar 

  • Liao L, Liu B, Wang H (2014) China’s secondary privatization: perspectives from the split-share structure reform. J Financ Econ 113:500–518

    Article  Google Scholar 

  • Lieberman MB, Montgomery DB (1988) First-mover advantages. Strateg Manag J 9:41–58

    Article  Google Scholar 

  • Luo Y (2000) Guanxi and business. World Scientific, Singapore

    Book  Google Scholar 

  • Luo Y (1999) Time-based experience and international expansion: the case of an emerging economy. J Manage Stud 36:505–534

    Article  Google Scholar 

  • Malmendier U, Tate G (2008) Who makes acquisitions? CEO Overconfidence and the Market’s Reaction. J Finan Econ 89:20–43

    Article  Google Scholar 

  • Malmendier U, Tate G (2009) Superstar CEOs. Quart J Econ 124:1593–1638

    Article  Google Scholar 

  • Masulis RW, Wang C, Xie F (2007) Corporate governance and acquirer returns. J Finance 62:1851–1889

    Article  Google Scholar 

  • Munshi K (2003) Networks in the modern economy: Mexican migrants in the U.S. labor market. Quart J Econ 118:549–599

    Article  Google Scholar 

  • 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

    Article  Google Scholar 

  • 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

    Article  Google Scholar 

  • Vermeulen F, Barkema H (2002) Pace, rhythm, and scope: process dependence in building a profitable multinational corporation. Strateg Manag J 23:637–653

    Article  Google Scholar 

  • Yang F (2011) The importance of guanxi to multinational companies in China. Asian Soc Sci 7:163–168

    Google Scholar 

  • 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

    Article  Google Scholar 

Download references

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

Authors

Corresponding author

Correspondence to Shu-Cing Peng.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Appendix

Appendix

1.1 Variable definitions

See Table 13.

Table 13 This appendix provides detailed descriptions of all the variables used in the tables

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

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

Download citation

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11156-022-01070-y

Keywords

JEL Classifications

Navigation