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Reaching for Yield in Corporate Bond Mutual Funds

Review of Financial Studies 2018 31(5), 1930-1965
We examine “reaching for yield” in U.S. corporate bond mutual funds. We define reaching for yield as tilting portfolios toward bonds with yields higher than the benchmarks. We find that funds generate higher returns and attract more inflows when they reach for yield, especially in periods of low-interest rates. Returns for high reaching-for-yield funds nevertheless tend to be negative on a risk-adjusted basis. Funds engage in rank-chasing behavior by reaching for yield, although these incentives are moderated by the illiquid nature of corporate bonds. High reaching-for-yield funds hold less cash and less liquid bonds, exacerbating redemption risks.

Reaching for Yield in Corporate Bond Mutual Funds

Review of Financial Studies 2018 31(5), 1930-1965
We examine “reaching for yield” in U.S. corporate bond mutual funds. We define reaching for yield as tilting portfolios toward bonds with yields higher than the benchmarks. We find that funds generate higher returns and attract more inflows when they reach for yield, especially in periods of low-interest rates. Returns for high reaching-for-yield funds nevertheless tend to be negative on a risk-adjusted basis. Funds engage in rank-chasing behavior by reaching for yield, although these incentives are moderated by the illiquid nature of corporate bonds. High reaching-for-yield funds hold less cash and less liquid bonds, exacerbating redemption risks. Received January 17, 2017; editorial decision September 23, 2017 by Editor Wei Jiang. Authors have furnished an Internet Appendix, which is available on the Oxford University Press Web site next to the link to the final published paper online.

The real effects of share repurchases

Journal of Financial Economics 2016 119(1), 168-185
We employ a regression discontinuity design to identify the real effects of share repurchases on other firm outcomes. The probability of share repurchases that increase earnings per share (EPS) is sharply higher for firms that would have just missed the EPS forecast in the absence of the repurchase, when compared with firms that “just beat” the EPS forecast. We use this discontinuity to show that EPS-motivated repurchases are associated with reductions in employment and investment, and a decrease in cash holdings. Our evidence suggests that managers are willing to trade off investments and employment for stock repurchases that allow them to meet analyst EPS forecasts.

Do Corporations Retain Too Much Cash? Evidence from a Natural Experiment

Review of Financial Studies 2023 36(7), 2839-2877
Corporations have accumulated record amounts of cash. We study whether firms’ cash retention has been excessive by examining a Korean reform that introduced a new tax on earnings retained as cash. Difference-in-differences tests show that treated firms reduce cash retention and instead increase payouts and investments. Market participants react favorably to the reform, consistent with excessive cash retention. The valuation effects and the alternative uses of the cash are associated with behavioral and agency frictions. Firms that are more subject to behavioral biases increase payouts and experience higher valuations, while poorly governed firms allocate more to investment and experience relatively lower valuations. Authors have furnished an Internet Appendix, which is available on the Oxford University Press Web site next to the link to the final published paper online.

Sitting bucks: Stale pricing in fixed income funds

Journal of Financial Economics 2022 145(2), 296-317
We find evidence of widespread stale pricing in bond mutual funds and the resulting risks of dilution and fragility. A principal driver of this phenomenon is the high illiquidity of funds’ holdings, which makes accurate pricing difficult and provides funds with greater discretion over valuation. Consequently, net asset values (NAVs) are extremely stale and fund returns are predictable over several days and weeks, particularly during market crises. Opportunistic traders withdraw capital from overvalued funds, exacerbating the risk of fund runs, while buy-and-hold investors face annual dilution of around $1.2 billion. Our results highlight adverse consequences of insufficient fair valuation practices that remain pervasive even after corrective regulations that followed the 2003 market-timing scandal.

Out of sight no more? The effect of fee disclosures on 401(k) investment allocations

Journal of Financial Economics 2021 141(2), 644-668
We examine the effects of a 2012 regulatory reform that mandated fee and performance disclosures for the investment options in 401(k) plans. We show that participants became significantly more attentive to expense ratios and short-term performance after the reform. The disclosure effects are stronger among plans with large average contributions per participant and are weaker for plans with many investment options. Additionally, these results are not driven by secular changes in investor behavior or sponsor-initiated changes to the investment menus. Our findings suggest that providing salient fee and performance information can mitigate participants inertia in retirement plans.

How Do Short-Term Incentives Affect Long-Term Productivity?

Review of Financial Studies 2026 39(1), 114-157
Previous research shows that incentives to meet short-term earnings targets can cause firms to increase share buybacks, leading to cuts in investments and employment. Using plant-level census data, we find that incentives to engage in earnings-per-share-motivated buybacks result in lower productivity at both the plant and firm level. We attribute this productivity drop to two mechanisms: reduced investment in productivity-augmenting technology, and inefficient allocation of resources across a firm’s plants. We identify multiple frictions—including labor unions, financial constraints, agency problems, and adjustment costs—that can constrain efficient reallocations across plants and thus exacerbate the consequences of firms’ short-term incentives.

Innovation Under Pressure

Journal of Financial and Quantitative Analysis 2025 60(5), 2088-2120 open access
Firms become more efficient at innovation activities when they face pressure to meet earnings per share (EPS) targets using stock repurchases. Using a regression-discontinuity framework, we find that incentives to engage in “EPS-motivated buybacks” are followed by more citations and higher values for firms’ new patents. We trace these effects to improved allocation of R&D resources and a greater focus on novel innovation. The positive effects are concentrated among ex ante “innovation-efficient” firms that achieve better patenting outcomes after reorganizing (but not cutting) their R&D investments. Our findings illustrate that short-term earnings pressure can act through a free cash flow channel that motivates more efficient spending.