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Is It the Investment Bank or the Investment Banker? A Study of the Role of Investment Banker Human Capital in Acquisitions

Journal of Financial and Quantitative Analysis 2019 54(2), 587-627
Using a novel data set that links individual investment bankers to the acquisition deals they advise on, we find that individual investment bankers with greater deal experience are associated with higher acquisition returns and post-acquisition operating performance, particularly for acquirers in complex and more opaque industries. The advisory fee on acquisitions is also positively associated with the investment banking team’s experience. Finally, when more experienced investment bankers switch to a new bank, acquirers are more likely to move with them. Overall, our results suggest that the human capital of individual investment bankers is valuable to acquirers.

Corporate Patenting, Customer Capital, and Financial Market Outcomes

Journal of Financial and Quantitative Analysis 2024 59(5), 2425-2458 open access
We study how patenting enhances customer capital and creates financial value in a product market characterized by information asymmetry between firm insiders and customers. We find that firms with more and higher quality patents develop greater customer capital, as measured by more positive customer perceptions of product novelty and quality. To establish causality, we exploit the exogenous variation in the random assignment of patent examiners to review applications and use the average examiner leniency as an instrument for patent grants. Our mediation analysis documents a positive impact of patenting on firm performance and financial market valuation through enhanced customer capital.

Cross-Border LBOs, Human Capital, and Proximity: Value Addition through Monitoring in Private Equity Investments

Journal of Financial and Quantitative Analysis 2021 56(3), 1023-1063 open access
We show that cross-border leveraged buyout investments involving U.S. rather than non-U.S. private equity (PE) investors are more likely to have a successful exit (initial public offering or acquisition). Exogenous increases in effective proximity following the signing of “open sky agreements” between the United States and target firms’ home countries increases both the propensity of U.S. PE firms to invest in these firms and the value addition by these investors. We show that such increases in value addition by U.S. PE investors following proximity increases are at least partially due to better monitoring, facilitated by the more efficient allocation of experienced U.S. PE managers to cross-border deals.

Top Management Human Capital, Inventor Mobility, and Corporate Innovation

Journal of Financial and Quantitative Analysis 2019 54(6), 2383-2422
Using panel data on top management characteristics and a management quality factor constructed using common factor analysis on individual management quality measures, we analyze the relation between top firm management quality and corporate innovation input and output. We show that top management quality is an important determinant of corporate innovation, with individual aspects of management quality affecting innovation in younger and older firms differently. Further, firms with higher top management quality engage in more risky (“explorative”) innovation strategies. Finally, hiring more and higher-quality inventors is an important channel through which firms with higher management quality achieve greater innovation output.