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Spillover Effect of Violation Events in the Behavior of Shareholders-interlocked Companies |
Jiang Sainan, Yang Liuyong, Luo Deming |
School of Economics, Zhejiang University, Hangzhou 310058, China |
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Abstract From the perspective of shareholder interlocked channels, this paper delves into the behavior spillover effect and influencing mechanism of violations among affiliated companies. This paper solves the endogenous problem of behavior spillover effect by controlling the proportion of the associated shareholder-interlocked companies disclosing the violations before the target listed company decides whether to engage in violations. Empirical evidence indicates that there is a significant positive behavior spillover effect among the shareholder-interlocked affiliates, i.e. the affiliates’ misconduct significantly increases the possibility of the shareholder-interlocked companies’ violations. Due to the great financing constraints, lack of cash flow and fierce market competition, non-state-owned enterprises, enterprises with low government subsidies and a higher degree of marketization in their local areas are more motivated to observe and understand the violations of shareholder-interlocked affiliates, which leads to stronger spillover effect of violations. The behavior spillover effect of illegal decisions of listed companies results from the communicating learning mechanism and the observational learning mechanism. When there are common shareholders in listed companies, there are more social network ties and social activity connections, which lays a foundation for the communicating learning and imitation among shareholder-interlocked affiliated companies. By focusing on the market reaction caused by the irregularities of shareholder-interlocked companies and the severity of punishment imposed by the regulatory agency, the listed company decides whether to carry out similar irregularities, thus developing observational learning and imitation. If regulators step up their supervision, managers of listed companies will not be able to obtain high-quality projects or make large profits through illegal means, and meanwhile the penalties for companies that break the rules will be strengthened. Therefore, the introduction of the policy to enhance the supervision of securities institutions has played a vital role in restraining the spillover effect of violations among the stockholder-interlocked affiliated companies. The restraining effect of the policy is more powerful at the beginning. However, with the loosening of the implementation and regulators, the inhibitory effect of the policy gradually declines after the implementation of the policy for a period of time. The contributions of this paper are as follows. Firstly, this paper discusses the factors that affect listed companies’ rule-breaking decisions from the perspective of social network connection. Secondly, from the perspective of the new interlocked channel of shareholders, this paper examines whether shareholders with the right of supervision and control will produce spillover effects of violations through the mechanism of communicating learning and observational learning. Thirdly, this paper finds that investors decide whether to imitate the behavior of other investors mainly by communicating with each other and comparing the costs and benefits of wrongdoing. Finally, the paper takes the introduction of the CPC Central Committee’s eight-point decisions as a measure of regulatory severity and examines the impact of institutional regulatory severity on the spillover effect of irregularities.
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Received: 06 May 2022
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1 Khanna V., Kim E. H. & Lu Y., “CEO connectedness and corporate fraud,” Journal of Finance, Vol. 70, No. 3 (2015), pp. 1203-1252. 2 蔡志岳、吴世农: 《董事会特征影响上市公司违规行为的实证研究》,《南开管理评论》2007年第6期,第62-68页。 3 冯旭南、陈工孟: 《什么样的上市公司更容易出现信息披露违规——来自中国的证据和启示》,《财贸经济》2011年第8期,第51-58页。 4 陆瑶、胡江燕: 《CEO与董事间“老乡”关系对公司违规行为的影响研究》,《南开管理评论》2016年第2期,第52-62页。 5 Kedia S., Koh K. & Rajgopal S., “Evidence on contagion in earnings management,” The Accounting Review, Vol. 90, No. 6 (2015), pp. 2337-2373. 6 Parsons C. A., Sulaeman J. & Titman S., “The geography of financial misconduct,” Journal of Finance, Vol. 73, No. 5 (2018), pp. 2087-2137. 7 陆蓉、常维: 《近墨者黑:上市公司违规行为的“同群效应”》,《金融研究》2018年第8期,第172-189页。 8 朱红军、何贤杰、孙跃等: 《市场在关注审计师的职业声誉吗?——基于“科龙电器事件”的经验与启示》,《审计研究》2008年第4期,第44-52页。 9 徐艳萍、王琨: 《审计师联结与财务报表重述的传染效应研究》,《审计研究》2015年第4期,第97-104页。 10 Francis J. R. & Michas P. N., “The contagion effect of low-quality audits,” The Accounting Review, Vol. 88, No. 2 (2013), pp. 521-552. 11 Chiu P. C., Teoh S. H. & Tian F., “Board interlocks and earnings management contagion,” The Accounting Review, Vol. 88, No. 3 (2013), pp. 915-944. 12 Jiang Y. & Zhao Y., “Financial fraud contagion through board interlocks: the contingency of status,” Management Decision, Vol. 58, No. 2 (2020), pp. 280-294. 13 Shleifer A. & Vishny R., “A survey of corporate governance,” Journal of Finance, Vol. 52, No. 7 (1997), pp. 737-783. 14 Becht M., Bolton P. & R?ell A., “Corporate governance and control,” in Constantinides G. M., Harris M. & Stulz R. (eds.), Handbook of the Economics of Finance, Amsterdam: Elsevier, 2003, pp. 1-109. 15 何顶、罗炜: 《风险投资声誉和股价“传染”效应——来自中国上市公司立案公告的证据》,《金融研究》2019年第9期,第169-187页。 16 Becker G., “Crime and punishment: an economic approach,” Journal of Political Economy, Vol. 76, No. 3 (1968), pp. 169-217. 17 Dimmock S. G., Gerken W. & Graham N., “Is fraud contagious? coworker influence on misconduct by financial advisors,” Journal of Finance, Vol. 73, No. 3 (2018), pp. 1417-1450. 18 Glaeser E. L., Sacerdote B. I. & Scheinkman J. A., “The social multiplier,” Journal of the European Economic Association, Vol. 1, No. 2 (2003), pp. 345-353. 19 Acemoglu D., Dahleh M. A. & Lobel I. et al., “Bayesian learning in social networks,” The Review of Economic Studies, Vol. 78, No. 4 (2011), pp. 1201-1236. 20 Smith L. & Sorensen P., “Pathological outcomes of observational learning,” Econometrica, Vol. 68, No. 2 (2000), pp. 371-398. 21 Bikhchandani S., Hirshleifer D. & Welch I., “A theory of fads, fashion, custom, and cultural change as information cascades,” Journal of Political Economy, Vol. 100, No. 5 (1992), pp. 992-1026. 22 Banerjee A., “A simple model of herd behavior,” The Quarterly Journal of Economics, Vol. 107, No. 3 (1992), pp. 797-817. 23 Ariely D., Loewenstein G. & Prelec D., “Tom Sawyer and the construction of value,” Journal of Economic Behavior and Organization, Vol. 60, No. 1 (2006), pp. 1-10. 24 Cialdini R. B., Reno R. R. & Kallgren C. A., “A focus theory of normative conduct: recycling the concept of norms to reduce littering in public places,” Journal of Personality and Social Psychology, Vol. 58, No. 6 (1990), pp. 1015-1026. 25 Cialdini R. B. & Trost M. R., “Social influence: social norm, conformity, and compliance,” Handbook of Social Psychology, Vol. 5, No. 2 (1998), pp. 151-192. 26 Granovetter M., “The strength of weak ties,” The American Journal of Sociology, Vol. 78, No. 6 (1973), pp. 1360-1380. 27 Montgomery J. D., “Social networks and labor-market outcomes: toward an economic analysis,” The American Economic Review, Vol. 81, No. 5 (1991), pp. 1408-1418. 28 Munshi K., “Networks in the modern economy: mexican migrants in the U.S. labor market,” The Quarterly Journal of Economics, Vol. 118, No. 2 (2003), pp. 549-599. 29 Ioannides Y. M. & Loury L. D., “Job information networks, neighborhood effects, and inequality,” The Journal of Economic Literature, Vol. 42, No. 2 (2004), pp. 1056-1093. 30 Sah R., “Social osmosis and patterns of crime,” Journal of Political Economy, Vol. 99, No. 6 (1991), pp. 1272-1295. 31 Bandura A., “Influence of models’ reinforcement contingencies on the acquisition of imitative responses,” Journal of Personality and Social Psychology, Vol. 1, No. 6 (1965), pp. 589-595. 32 Berg T., Reisinger M. & Streitz D., “Spillover effects in empirical corporate finance,” Journal of Financial Economics, Vol. 142, No. 3 (2021), pp. 1109-1127. 33 Gopalan R., Gormley T. A. & Kalda A., “It’s not so bad: director bankruptcy experience and corporate risk-taking,” Journal of Financial Economics, Vol. 142, No. 1 (2021), pp. 261-292. 34 李青原、张肖星、王红建: 《独立董事连锁与公司盈余质量的传染效应》,《财务研究》2015年第4期,第24-36页。 35 Naughton B., “Is China socialist?” Journal of Economic Perspectives, Vol. 31, No. 1 (2017), pp. 3-24. 36 郑志刚、殷慧峰、胡波: 《我国非上市公司治理机制有效性的检验——来自我国制造业大中型企业的证据》,《金融研究》2013年第2期,第142-155页。 37 张天华、张少华: 《偏向性政策、资源配置与国有企业效率》,《经济研究》2016年第2期,第126-130页。 38 Wei S. J., Xie Z. & Zhang X., “From ‘made in China’ to ‘innovated in China’: necessity, prospect, and challenge,” Journal of Economic Perspectives, Vol. 31, No. 1 (2017), pp. 49-70. 39 方颖、郭俊杰: 《中国环境信息披露政策是否有效: 基于资本市场反应的研究》,《经济研究》2018年第10期,第158-174页。 40 Kang J. H., Park R. Y. & Lee S. J. et al., “The effect of the forward head posture on postural balance in long time computer based worker,” Annals of Rehabilitation Medicine, Vol. 36, No. 1 (2012), pp. 98-104. 41 赖烽辉、李善民、王大中: 《企业融资约束下的政府研发补贴机制设计》,《经济研究》2021年第 11 期,第48-60页。 |
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