Summary:
In contrast to existing literature that primarily focuses on Initial Public Offerings (IPOs), this study examines the impact of investor-underwriter relationships on investor bidding behavior in the Chinese Private Investment in Public Equity (PIPE) auction market. Financial investors in PIPEs confront a trade-off between the allocation probability and subscription cost in auctions. Typically, a higher bid price increases the chance of allocation. Nevertheless, given the stock’s intrinsic market value, a high bid price can increase subscription costs and reduce post-allocation profits. PIPE auctions operate under a non-discriminatory pricing method. The allocated investors subscribe to PIPE shares at the same issuance price, which is set based on the offering price quoted by the last investor allocated shares. Lead underwriters are more inclined to convey accurate information about the PIPE issuer to financial investors with whom they have close relationships. These investors are information arbitrageurs who capitalize on their informational edge to secure more favorable allocations. Conversely, investors without such access may inflate their bids to boost allocation chances. Using manually-compiled data on PIPE events and investor bidding in the Chinese market from January 1, 2016, to June 30, 2021, we find that the bidding premiums of financial investors closely related to underwriters are significantly lower. These financial investors are also more likely to acquire shares in PIPEs successfully. Moreover, the issuance discount is larger when they participate in PIPEs. We analyze the mechanism of this effect in several ways. We argue that financial investors with close ties to lead underwriters can accurately interpret investment recommendations from the underwriters’ analysts. Their information advantage is particularly valuable for firms with overly optimistic stock recommendations issued by PIPE underwriters’ analysts to facilitate underwriting business. We find that the bidding premium differences between those financial investors with close connections to the underwriters and those without are significantly lower for this subsample of firms. Similar lower bidding premium differences are observed in the subsample of firms with more earnings management, increased corporate violations, and deficient corporate governance. Informed financial investors have incentives to quickly profit from the information they acquire from the PIPE underwriters. We find that they can borrow pre-listing shares and sell them at a premium in the secondary market while subscribing to discounted PIPE shares. Financial investors with solid underwriter relationships are more likely to collaborate with the lead underwriter in executing a PIPE short-selling arbitrage strategy. This strategy allows them to realize the issuance discount between the market and issuance prices in advance, thereby securing short-term profits. Our study contributes to the literature by examining the influence of investor-underwriter relationships on investor bidding behavior within the Chinese auctioned PIPE market, characterized by substantial fundraising and a distinct pricing mechanism. Previous studies on IPOs had inconsistent results regarding bid levels, with some indicating higher bids due to stronger relationships (Huang et al., 2008; Jiang et al., 2022; Luo et al., 2023) and others suggesting the advantages of lower bids (Reuter, 2006; Binay et al., 2007; Henderson and Tookes, 2012). Our study, however, proposes that investors with solid ties to underwriters gain an informational edge, which results in lower bidding premiums in PIPEs. This insight addresses a significant gap in the current understanding of the PIPE market. Using manually-collected detailed investor bidding data, we explore the behavioral differences arising from relationship-driven information asymmetry. As information arbitrageurs, financial investors with close ties to lead underwriters enjoy higher allocation probabilities and more substantial issuance discounts. Additionally, their collaboration with lead underwriters in employing PIPE short-selling arbitrage strategies allows for the preemptive capture of issuance discounts and the realization of arbitrage profits. Investors lacking information may reluctantly inflate their bids to boost allocation chances. We use a large sample size and reveal more generalized insights beyond the specific case, which enhances theoretical and practical guidance. Our findings offer several policy implications for policymakers. Regulators should closely monitor the dynamics between investors and lead underwriters in PIPE transactions and their influence on bidding practices. It is imperative to regulate PIPE short-selling arbitrage strategies and effectively oversee the conduct of investors, underwriters, and market participants. Concurrently, policymakers should enhance market transparency to mitigate information arbitrage and free-riding caused by information asymmetry.
朱燕建, 徐嘉婧. 中国定向增发市场投资者与承销商关系对报价行为的影响研究[J]. 金融研究, 2026, 549(3): 187-206.
ZHU Yanjian, XU Jiajing. The Impact of Investor-Underwriter Relationships on Bidding Behavior in Chinese Private Investment in Public Equity Market. Journal of Financial Research, 2026, 549(3): 187-206.
[1] 曹胜和朱红军,2011,《王婆贩瓜: 券商自营业务与分析师乐观性》,《管理世界》第7期,第20~30页。 [2] 柳光强和王迪,2021,《政府会计监督如何影响盈余管理——基于财政部会计信息质量随机检查的准自然实验》,《管理世界》第5期,第157~169页+12页。 [3] 陆正飞和王鹏,2013,《同业竞争、盈余管理与控股股东利益输送》,《金融研究》第6期,第179~192页。 [4] 孟庆斌、邹洋和侯德帅,2019,《卖空机制能抑制上市公司违规吗?》,《经济研究》第6期,第89~105页。 [5] 潘越、戴亦一和刘思超,2011,《我国承销商利用分析师报告托市了吗?》,《经济研究》第3期,第131~144页。 [6] 邵新建、王兴春、贾中正和廖静池,2019,《投资银行-机构投资者关系、“捧场”与IPO中的利益问题》,《金融研究》第11期,第170~188页。 [7] 徐细雄、占恒和李万利,2021,《卖空机制、双重治理与公司违规——基于市场化治理视角的实证检验》,《金融研究》第10期,第190~206页。 [8] 许年行、江轩宇、伊志宏和徐信忠,2012,《分析师利益冲突、乐观偏差与股价崩盘风险》,《经济研究》第7期,第127~140页。 [9] 张俊瑞、白雪莲和孟祥展,2016,《启动融资融券助长内幕交易行为了吗?——来自我国上市公司的经验证据》,《金融研究》第6期,第176~192页。 [10] Ball, R. and L. Shivakumar, 2006, “The Role of Accruals in Asymmetrically Timely Gain and Loss Recognition”, Journal of Accounting Research, 44(2), pp.207~242. [11] Binay, M. M., V. A. Gatchev and C. A. Pirinsky, 2007, “The Role of Underwriter-Investor Relationships in the IPO Process”, The Journal of Financial and Quantitative Analysis, 42(3), pp.785~809. [12] Chen, Z. and W. J. Wilhelm, 2008, “A Theory of the Transition to Secondary Market Trading of IPOs”, Journal of Financial Economics, 90(3), pp.219~236. [13] Chi, Y., J. B. He, X. R. Ma and F. Wu, 2023, “Institutional Investor Inattention Bias in Auctioned IPOs”, Journal of Banking & Finance, 150, pp.106831. [14] Chiang, Y.-M., D. Hirshleifer, Y. Qian and A. E. Sherman, 2011, “Do Investors Learn from Experience? Evidence from Frequent IPO Investors”, The Review of Financial Studies, 24(5), pp.1560~1589. [15] Clement, M. B. and S. Y. Tse, 2005, “Financial Analyst Characteristics and Herding Behavior in Forecasting”, The Journal of Finance, 60(1), pp.307~341. [16] Cohen, D. A. and P. Zarowin, 2010, “Accrual-Based and Real Earnings Management Activities Around Seasoned Equity Offerings”, Journal of Accounting and Economics, 50(1), pp.2~19. [17] Degeorge, F., F. Derrien and K. L. Womack, 2010, “Auctioned IPOs: The US Evidence”, Journal of Financial Economics, 98(2), pp.177~194. [18] Dong, G. N., M. Gu and H. He, 2020, “Invisible Hand and Helping Hand: Private Placement of Public Equity in China”, Journal of Corporate Finance, 61, pp.101400. [19] DuCharme, L. L., P. H. Malatesta and S. E. Sefcik, 2004, “Earnings Management, Stock Issues, and Shareholder Lawsuits”, Journal of Financial Economics, 71(1), pp.27~49. [20] Goldman, E. and S. L. Slezak, 2006, “An Equilibrium Model of Incentive Contracts in the Presence of Information Manipulation”, Journal of Financial Economics, 80(3), pp.603~626. [21] Henderson, B. J. and H. Tookes, 2012, “Do Investment Banks' Relationships with Investors Impact Pricing? The Case of Convertible Bond Issues”, Management Science, 58(12), pp.2272~2291. [22] Huang, R., Z. Shangguan and D. Zhang, 2008, “The Networking Function of Investment Banks: Evidence from Private Investments in Public Equity”, Journal of Corporate Finance, 14(5), pp.738~752. [23] Jiang, P., X. Shao and Y. Xue, 2022, “The Role of a Long-Term Investor-Underwriter Relationship in Auctioned IPOs”, Journal of Banking & Finance, 135, pp.106397. [24] Lin, J., Y. An, J. Yang and Y. Liang, 2019, “Price Inversion and Post Lock-Up Period Returns on Private Investments in Public Equity in China: An Interest Transfer Perspective”, Journal of Corporate Finance, 54, pp.47~84. [25] Lo, A. W. Y., R. M. K. Wong and M. Firth, 2010, “Can Corporate Governance Deter Management from Manipulating Earnings? Evidence from Related-Party Sales Transactions in China”, Journal of Corporate Finance, 16(2), pp.225~235. [26] Luo, T., W. Luo, H. Yue and L. Zhang, 2023, “Friends Can Help: The Effects of Relationship in the Chinese Book-Building Process”, Journal of Accounting and Public Policy, 42(3), pp.107054. [27] Massa, M., W. Qian, W. Xu and H. Zhang, 2015, “Competition of the Informed: Does the Presence of Short Sellers Affect Insider Selling?”, Journal of Financial Economics, 118(2), pp.268~288. [28] Mola, S. and M. Guidolin, 2009, “Affiliated Mutual Funds and Analyst Optimism”, Journal of Financial Economics, 93(1), pp.108~137. [29] Neupane, S., C. Thapa and K. Vithanage, 2023, “Context-Specific Experience and Institutional Investors' Performance”, Journal of Banking & Finance, 149, pp.106786. [30] O'Brien, P. C., M. F. McNichols and H.-W. Lin, 2005, “Analyst Impartiality and Investment Banking Relationships”, Journal of Accounting Research, 43(4), pp.623~650. [31] Reuter, J., 2006, “Are IPO Allocations for Sale? Evidence from Mutual Funds”, The Journal of Finance, 61(5), pp.2289~2324. [32] Wang, T. Y., A. Winton and X. Yu, 2010, “Corporate Fraud and Business Conditions: Evidence from IPOs”, The Journal of Finance, 65(6), pp.2255~2292.