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How Does Policy Uncertainty Affect Venture Capital?

The Review of Corporate Finance Studies 2025 14(2), 439-481
This paper examines the effect of policy uncertainty on venture capital (VC) investment. Relying on plausibly exogenous variation in policy uncertainty caused by closely contested U.S. gubernatorial elections, we find that policy uncertainty negatively affects VC investment. The effect is more pronounced if VC investment is subject to higher illiquidity. However, some distinctive features of VCs (strategic motives, intensive post-investment monitoring, and preferences for early-stage and high-tech ventures) mitigate the effect of policy uncertainty, distinguishing the effect of policy uncertainty on VC investments (in private markets) from that in public markets. Our findings shed new light on the real effects of policy uncertainty in private markets.

Do Short Sellers Affect Corporate Innovation? Evidence from a Policy Experiment

The Review of Corporate Finance Studies 2025 14(1), 125-165
We examine the effect of short sellers on corporate innovation. To establish causality, we use a policy experiment that exogenously removes the short-selling constraint for a randomly selected subsample of Russell 3000 firms. We find that innovation quality, value, and efficiency of treatment firms improve significantly more than those of control firms surrounding the policy shock. The exposure to patenting-related litigation initiated by short sellers is a plausible underlying mechanism through which short sellers discipline firm managers and enhance innovation. Our paper provides new insights into an unintended real effect of short sellers, specifically their improvement of technological innovation.

Information spillovers and cross monitoring between the stock market and loan market

Journal of Banking & Finance 2025 171, 107351
We explore information spillovers and cross-monitoring between the stock and loan markets, focusing on the roles of short sellers and banks. Using Regulation SHO that directly affects short-selling constraints in the stock market but is exogenous to the loan market, we find that only those firms without bank monitors exhibit significant stock price declines upon the announcement of SHO. We also document that while short interest increases following SHO, it increases far less for firms with bank monitors. Using bank and lending relationship characteristics, we find SHO returns increase in the bank's ability and incentive to monitor. Our exploration of equity ownership structure reveals that the presence of block holders and dedicated owners has little to no effect on our results, suggesting that bank monitors complement shareholder monitoring efforts.

What a relief: How do firms respond to competitors' listing delays?

Contemporary Accounting Research 2025 42(2), 890-921 open access
We examine the effect of product market competitors' listing delays on incumbent firms' defensive strategies, including efforts in customer retention and acquisition as well as merger and acquisition (M&A) activities. To establish causality, we use four regulation‐induced IPO suspensions in China that expose firms already approved for an IPO to indeterminate listing delays. Using a difference‐in‐differences design, we find that incumbent firms reduce efforts in customer retention and acquisition, as manifested in an increase in accounts receivable turnover and a decrease in selling expenses. Incumbent firms also reduce M&A activities, including high‐premium and horizontal ones. The effects are stronger for incumbent firms that are subject to more intensive competition from the suspended firm, face larger competitive pressure from existing public firms, and are more financially constrained. Additionally, incumbent firms' managers reduce competition‐related disclosures, and the firms' financial performance improves after competitors' listing delays. Consistent with the findings based on listing delays, we find that incumbent firms increase efforts in customer retention and acquisition and M&As surrounding competitors' IPO application and approval. Our paper sheds new light on the IPO peer effect, especially on how incumbent firms respond to the product market competitor's capital market entry.

Does Access to Patent Information Help Technological Acquisitions? Evidence from Patent Library Openings

Journal of Accounting Research 2025 63(2), 903-950 open access
Technology acquirers face significant information asymmetry when identifying appropriate acquisition targets. We exploit plausibly exogenous variation in the costs of gathering technological information as the result of patent library openings. We find that, after local patent libraries open, firms become more active in technological acquisitions, acquirers prefer targets that are geographically or technologically close to a lesser extent, completion rates for technology M&A increase, and performance improves. Post‐merger innovation output is enhanced through more collaboration between inventors of acquirers and their targets. Overall, our study sheds new light on the importance of information‐gathering costs in corporate takeovers and on the search for human capital synergies.