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Financing and New Product Decisions of Private and Publicly Traded Firms

Review of Financial Studies 2017 30(5), 1744-1789
We exploit Medicare national coverage reimbursement approvals as a quasi-natural experiment to investigate how the financing decisions of private and publicly traded firms respond to changes in investment opportunities. We find that publicly traded companies increase their external financing and their subsequent product introductions by more than private companies in response to national coverage approvals. Private equity financing is the primary source of the increased financing for public firms. We show that the stock characteristics of publicly traded firms, such as liquidity and price informativeness, and product market competition are important factors in explaining their financing advantage.

Corporate finance, industrial organization, and organizational economics

Journal of Corporate Finance 2020 64, 101680
In the last 35 years, research at the intersection of corporate finance, industrial organization, and organizational economics has grown substantially. This paper reviews work that combines elements from these fields of finance and economics, with an emphasis on recent developments. I discuss how product market competition, customer-supplier relations, firms’ organizational form, and ownership structures interact with firms’ financial policies. I also overview new developments in the literature from a special issue of the Journal of Corporate Finance.

Funding Contagion through Common Owners

The Review of Corporate Finance Studies 2025 14(2), 608-648
Funding contagion is the impaired ability of a firm to raise external funds when negative shocks hit other firms under the same owner. We study this possibility with pairs of private firms in unrelated industries that share a large common shareholder. We find that a firm’s debt growth and financial leverage go down when the partner firm experiences negative shocks. Our results are consistent with creditors contracting the credit supply because of cash flow cross-pledging between related firms. Funding contagion increases when control rights are strong, and the credit market is less developed.

The going public decision of business group firms

Journal of Corporate Finance 2021 66, 101819
IPOs affiliated to business groups represent a large fraction of new issues in global markets. Groups are characterized by stronger private benefits of control and an internal funding advantage. Consistent with these features, group firms are more selective when going public than standalone firms. In particular, group IPOs are larger and older firms and engage less in market timing than standalone IPOs. Group firms invest less and are more profitable post IPO. Private benefits of control also affect the within-group selection of IPO firm. Our findings illustrate novel selection effects in public markets due to pre-IPO control structures.

An Experimental Analysis of Risk-Shifting Behavior

The Review of Corporate Finance Studies 2016 6(1), cfw006
We study risk-shifting behavior in a laboratory experiment, a setup that overcomes methodological hurdles faced by empiricists in the past. The participants are high-level managers. We observe risk shifting in a simple setup, but less so in a setup with a continuation value. Reputation effects also reduce risk shifting. When combined, a continuation value and reputation effects eliminate risk shifting. Our findings shed light on environments in which risk shifting is unlikely to happen, and why earlier studies produced conflicting results. In particular, our findings show that managers’ concerns with their own reputations are an important factor that mitigates risk shifting.

The Effects of Losing a Business Group Affiliation

Review of Financial Studies 2019 32(8), 3036-3074 open access
We propose a novel identification strategy for estimating the effects of business group affiliation. We study two-firm business groups, some of which split up during the sample period, leaving some firms as stand-alone firms. We instrument for stand-alone status using shocks to the industry of the other group firm. We find that firms that become stand-alone reduce leverage and investment. Consistent with collateral cross-pledging, the effects are more pronounced when the other firm had high tangibility. Consistent with capital misallocation in groups, the reduction in leverage is stronger in firms that had low (high) profitability (leverage) relative to industry peers. Received July 3, 2017; editorial decision April 7, 2018 by Editor Wei Jiang.

Getting to know each other: The role of toeholds in acquisitions

Journal of Corporate Finance 2014 26, 201-224
We analyze the role of toeholds (non-controlling but significant equity stakes) as a source of information for a bidder. A toehold provides an opportunity to interact with the target and its management and in the process get a better sense of the possible synergies from a merger or takeover. A bidder considering taking over a target will take a toehold beforehand if the informational benefits are large. Our model makes the following predictions: (i) a toehold is more beneficial if a target is opaque, i.e., if it is generally harder to value potential synergies with the target; (ii) a toehold is incrementally more beneficial if a bidder initially finds it harder than others to assess the value of potential synergies; (iii) that incremental benefit is less important, however, if the target is opaque; and (iv) the benefits from having a toehold are smaller if the number of potential rival bidders is higher. We test these predictions using a large sample of majority acquisitions of private and public companies for which we have information regarding whether the acquirer had a toehold in the target company prior to the majority acquisition. We find evidence consistent with our hypotheses, and thus with the idea that potential acquirers of a target use toeholds to improve their information about possible synergies with the target.

How Do Foreign Labor Regulations Affect Firms’ Operating Strategies?

Journal of Financial and Quantitative Analysis 2025 60(2), 910-947 open access
We examine how changes in foreign labor regulations affect U.S. multinationals’ operating strategies. We show that firms with integrated operations in countries where labor regulations become tighter tend to establish arm’s-length relations with local business partners in that nation. The substitution between integrated and arm’s-length operations is stronger toward joint ventures than suppliers and weaker in the presence of financial constraints. Our findings are consistent with the idea that when firms find it harder to terminate their workers in integrated operations, they change to an operating model where it is easier to replace or discontinue business partners instead of employees.

Financing and New Product Decisions of Private and Publicly Traded Firms

Review of Financial Studies 2017 30(5), 1744-1789
We exploit Medicare national coverage reimbursement approvals as a quasi-natural experiment to investigate how the financing decisions of private and publicly traded firms respond to changes in investment opportunities. We find that publicly traded companies increase their external financing and their subsequent product introductions by more than private companies in response to national coverage approvals. Private equity financing is the primary source of the increased financing for public firms. We show that the stock characteristics of publicly traded firms, such as liquidity and price informativeness, and product market competition are important factors in explaining their financing advantage.

Capital structure under collusion

Journal of Financial Intermediation 2021 45, 100854 open access
We analyze the financial leverage of firms that collude to soften product market competition by forming a cartel. We find that cartel firms have lower leverage during collusion periods. This is consistent with the idea that cartel firms strategically reduce leverage to make their cartels more stable, because high leverage makes deviations from a cartel agreement more attractive. Given that cartels have a large economic footprint, their study is also relevant for the capital structure literature, which has largely ignored the role of anti-competitive behavior.