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Common ownership and innovation efficiency

Journal of Financial Economics 2023 147(3), 475-497 open access
How does common ownership affect innovation? We study this question using project-level data on pharmaceutical startups and their venture capital (VC) investors. We find that common ownership leads VCs to hold back projects, withhold funding, and redirect innovation at lagging startups. Effects are stronger where R&D costs are larger, consistent with common owners aiming to cut duplicate costs. Effects are also stronger where technological similarity is greater and preexisting competition is lower, consistent with common owners seeking market power for their surviving projects. Overall, common VC ownership appears to generate social benefits , via improved innovation efficiency, but also social costs.

The Role of Corporate Culture in Bad Times: Evidence from the COVID-19 Pandemic

Journal of Financial and Quantitative Analysis 2021 56(7), 2545-2583
After fitting a topic model to 40,927 COVID-19–related paragraphs in 3,581 earnings calls over the period Jan. 22–Apr. 30, 2020, we obtain firm-level measures of exposure and response related to COVID-19 for 2,894 U.S. firms. We show that despite the large negative impact of COVID-19 on their operations, firms with a strong corporate culture outperform their peers without a strong culture. Moreover, these firms are more likely to support their community, embrace digital transformation, and develop new products than those peers. We conclude that corporate culture is an intangible asset designed to meet unforeseen contingencies as they arise.

Financing constraints and share pledges: Evidence from the share pledge reform in China

Journal of Corporate Finance 2023 78, 102337
Financing constraints are important to triggering controlling shareholders' share pledges. However, the related literature faces two major challenges: the endogeneity problem and the lack of direct evidence of why and how individual share pledges can ease corporate financing constraints. Based on China's Share Pledge Reform (SPR) in Q4 2012 and the phenomenon that private firms face discrimination when obtaining bank loans, this paper studies the impact of financing constraints on share pledging behavior and its mechanisms by building a difference-in-differences (DID) model. The SPR makes it more convenient for shareholders to raise money through share pledges, and shareholders of private firms facing stronger financing constraints are more vulnerable to this reform than are state-owned enterprises (SOEs). After the SPR, the probability of share pledging by controlling shareholders of private firms is approximately 23.04% higher than that of controlling shareholders of SOEs, and the pledge ratio is approximately 16.53% higher. Further tests reveal that, after the SPR, controlling shareholders of private firms are more inclined than those of SOEs to provide loans to the company to alleviate its financing constraints. Heterogeneity tests further corroborate the finding that this effect is more significant in private firms that are smaller and do not have shareholders of banking and institutional firms among their top ten shareholders.

Information‐Processing Costs and Breadth of Ownership

Contemporary Accounting Research 2019 36(4), 2408-2436
Using the U.S. Securities and Exchange Commission's mandate of eXtensible Business Reporting Language (XBRL) as a natural experiment, this study investigates whether and how the decreased information‐processing costs brought about by XBRL influence firms’ breadth of share ownership. We find that the XBRL mandate is associated with an increase in the total number of a firm's shareholders. This finding is consistent with the notion that XBRL facilitates a more transparent environment and decreases information‐processing costs, thereby attracting more shareholders in general. More interestingly, we find that while XBRL adoption is associated with an increase in share ownership of individual and non‐U.S. foreign institutional investors, it is associated with a decrease in share ownership of U.S. domestic institutional investors. Further evidence shows that this asymmetric shift in share ownership is more pronounced for more complex firms. Our findings, taken together, suggest that the decreased information‐processing costs brought about by XBRL help firms establish a level playing field by reducing the information disadvantages of individual and foreign institutional investors over domestic institutional investors. Our results are robust to potential endogeneity concerns and alternative research designs.

Does common ownership raise antitrust concerns?

Journal of Corporate Finance 2026 100, 103037 open access
Common ownership has raised growing antitrust concerns. We compile a comprehensive dataset of U.S. antitrust litigation cases from the Federal Trade Commission, the Department of Justice, and consumer-initiated lawsuits to shed light on these concerns. We find no robust relationship between common ownership of firm-pairs and the likelihood of these firms being jointly sued. Furthermore, common ownership is negatively associated with potential channels of collusion, such as interlocking directors and competitor-benchmarked executive pay. Evidence from institutional mergers and S&P 500 additions of rival firms supports our main conclusions. Overall, our results offer little support for the view that common ownership promotes explicit collusion.

Geographic proximity and trade credit: Evidence from a quasi-natural experiment

Journal of Corporate Finance 2024 84, 102535 open access
This paper examines the impact of geographic proximity on suppliers' decisions to provide trade credit to their customers. To establish a causal relationship, we utilize the implementation of high-speed rail (HSR) services in China as a quasi-natural experiment. Our findings reveal a significant increase in trade credit received by firms after introducing HSR services. We propose and test three mechanisms to elucidate the influence of proximity on trade credit provision: the enhanced convenience for acquiring soft information, heightened competition among suppliers, and the potential development of social trust. Empirical evidence strongly supports the first two mechanisms, underscoring their importance in shaping trade credit decisions. However, limited evidence is found regarding the role of social trust. These findings contribute to understanding the complex interplay between geographic proximity, trade credit, and supplier decision-making processes.

Exchange-Traded Funds and Real Investment

Review of Financial Studies 2023 36(3), 1043-1093 open access
We investigate the link between exchange-traded funds and real investment. Cross-sectionally, higher ETF ownership is associated with an increased sensitivity of real investment to Tobin’s q and a heightened ability of stock returns to forecast future earnings. Inclusion of stocks in industry ETFs enhances investment-q sensitivity and implies greater incorporation of earnings information into prices prior to public releases. Greater nonmarket ETF ownership leads to increased (reduced) reliance of real investment on own (peers’) stock prices. Overall, the evidence is consistent with ETFs positively affecting real investment efficiency via greater flows of information.

Vote Avoidance and Shareholder Voting in Mergers and Acquisitions

Review of Financial Studies 2018 31(8), 3176-3211
We examine whether, how, and why acquirer shareholder voting matters. We show that acquirers with low institutional ownership, high deal risk, and high agency costs are more likely to bypass shareholder voting. Such acquirers have lower announcement returns and make higher offers than those who do not. To avoid a shareholder vote, acquirers increase equity issuance and cut payouts to raise the portion of cash in mixed-payment deals. Employing a regression discontinuity design, we show a positive effect on acquirer announcement returns concentrated in acquirers with higher institutional ownership. We conclude that shareholder voting mitigates agency problems in corporate acquisitions. Received April 18, 2017; editorial decision February 9, 2018 by Editor David Denis.

Institutional dual holdings and expected crash risk: Evidence from mergers between lenders and equity holders

Contemporary Accounting Research 2024 41(3), 1819-1850 open access
Exploiting mergers between lenders and shareholders of the same firm as an exogenous shock to shareholder–creditor conflicts, we examine the causal effect of these conflicts on firms' ex ante expected stock price crash risk evident in the options implied volatility smirk. The decrease in conflicts of interest between lenders and shareholders induces dual holders to encourage the disclosure of more information to alleviate costly information asymmetry with other investors and better execute their oversight role in constraining managers' bad news suppression. Consistent with expectations, we find that a firm's ex ante expected crash risk declines after a shareholder–creditor merger. We also report strong, robust evidence that the negative impact of mergers on firms' expected crash risk increases when institutional investors or lenders have a greater stake in the treatment firms or when shareholder–creditor conflicts are apt to be exacerbated. Additionally, we document that firms issue management earnings forecasts (especially bad news forecasts) more frequently after these mergers. Finally, we find that expected crash risk decreases more after mergers in firms suffering worse information asymmetry and with weak monitoring mechanisms. Our evidence suggests that option market participants value the dual holder's role in deterring managers' bad news hoarding.

Does the Threat of a PCAOB Inspection Mitigate US Institutional Investors' Home Bias?*

Contemporary Accounting Research 2021 38(4), 2622-2658 open access
We exploit the staggered introduction of the PCAOB's international inspection program to examine the role that the stringency of public audit oversight plays in shaping US institutional investors' home bias. Analyzing a sample of foreign firms listed in the United States, we evaluate whether US institutional investors hold larger equity stakes in these firms—a longstanding issue that reflects investor portfolio decisions—if their auditors are exposed to the threat of a PCAOB inspection. In a differences‐in‐differences framework, we find that US‐listed foreign firms enjoy an increase in US institutional investors' equity positions after their auditors become subject to PCAOB inspection access. Cross‐sectional analysis implies that the benefit of the PCAOB inspection threat in mitigating US institutional investors' home bias is concentrated in foreign countries without a strict local audit oversight system; active US institutional investors that are known to value accounting transparency; and firms from countries that grant PCAOB access later (after the onset of its international inspection program in 2005). Our evidence suggests that foreign firms become better known in the capital markets under the PCAOB inspection program, which induces US institutional investors to acquire larger equity stakes in US‐listed foreign firms given the lower information asymmetry that ensues under the PCAOB inspection threat.