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Journal Articles

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Journal Article

Overlap in Observational Studies with High-Dimensional Covariates

Alexander D’Amour, Peng Ding, Avi Feller, Lihua Lei, Jasjeet Sekhon
Journal of Econometrics April2021 Vol. 221 Issue 2 Pages 644–654.

Estimating causal effects under exogeneity hinges on two key assumptions: unconfoundedness and overlap. Researchers often argue that unconfoundedness is more plausible…

Journal Article

Private Communication Among Competitors and Public Disclosure

John D. Kepler
Journal of Accounting and Economics April2021 Vol. 71 Issue 2–3

I study how private communication among competitors affects their public disclosures. Theory suggests that competing firms can use public disclosure to coordinate, and predicts less public disclosure when there is more private communication.…

Working Paper

Redrawing the Map of Global Capital Flows: The Role of Cross-Border Financing and Tax Havens

Antonio Coppola, Matteo Maggiori, Brent Neiman, Jesse Schreger
April2021

Cross-border capital flows are often opaque. Global firms commonly finance themselves through foreign subsidiaries, including shell companies in tax havens, making it difficult to observe the true economic linkages between investors and borrowers…

Journal Article

Review Article: Perspectives on the Future of Asset Pricing

Markus Brunnermeier, Emmanuel Farhi, Ralph S.J. Koijen, Arvind Krishnamurthy, Sydney C. Ludvigson, Hanno Lustig, Stefan Nagel, Monika Piazzesi
Review of Financial Studies April2021 Vol. 34 Issue 4 Pages 2126–2160.

The field of asset pricing is a rich and diverse discipline that has contributed to many areas of discourse, including those of fundamental importance to policy makers, investors, and households. As we look ahead during a time of substantial…

Journal Article

The Ambiguity of Earnings Announcements

Sofya Budanova, Davide Cianciaruso, Iván Marinovic
Management Science April2021 Vol. 67 Issue 4 Pages 1993–2656.

We study the consequences of misreporting in settings where ambiguity-averse investors face uncertainty about two aspects of the firm: its productivity and the weakness of its reporting system. We show that the joint presence of these two sources…

Journal Article

The Innovation Consequences of Mandatory Patent Disclosures

Jinhwan Kim, Kristen Valentine
Journal of Accounting and Economics April2021 Vol. 71 Issue 2/3

We investigate the effect of patent disclosures on corporate innovation. Using the American Inventor’s Protection Act (AIPA) as a shock that increased patent disclosures, we find an increase in innovation for firms whose rivals…

Other Publication

Tractable Contextual Bandits Beyond Realizability

Sanath Kumar Krishnamurthy, Vitor Hadad, Susan Athey
Proceedings of Machine Learning Research April2021 Vol. 130 Pages 1423–1431.

Tractable contextual bandit algorithms often rely on the realizability assumption — i.e., that the true expected reward model belongs to a known class, such as linear functions. In this work, we present a tractable bandit algorithm that is not…

Journal Article

Undermining your case to enhance your impact: A framework for understanding the effects of acts of receptiveness in persuasion

Mohamed Hussein, Zakary Tormala
Personality and Social Psychology Review April2021 Vol. 25 Pages 229-250.

Past research has uncovered actions that would seem to undermine but in fact frequently enhance persuasion. For example, expressing doubt about one’s view or presenting arguments against it would seem to weaken one’s case, but can sometimes…

Journal Article

When Guiding Principles Do Not Guide: The Moderating Effects of Cultural Tightness on Value-Behavior Links

Michele J. Gelfand
Journal of Personality April2021 Vol. 89 Issue 2 Pages 325–337.

Ample research documented the effects of guiding principles in people’s lives, as reflected in personal values, on a variety of behaviors. But do these principles universally guide behaviors across all cultural contexts? To address this question…

Journal Article

Why Are Grandiose Narcissists More Effective at Organizational Politics? Means, Motive, and Opportunity

Charles A. O’Reilly, Jeffrey Pfeffer
Personality and Individual Differences April2021 Vol. 172

Research over the past decade has shown that grandiose narcissists are often successful at attaining leadership positions in organizations. However, there is no evidence that narcissists lead higher performing firms, and while they see themselves…

Journal Article

Reducing Administrative Costs in U.S. Health Care: Assessing Single Payer and Its Alternatives

David Scheinker, Barak D. Richman, Arnold Milstein, Kevin A. Schulman
Health Services Research March312021

Excess administrative costs in the US health care system are routinely referenced as a justification for comprehensive reform. While there is agreement that these costs are too high, there is little understanding of what generates administrative…

Journal Article

The Association between Alpha-1 Adrenergic Receptor Antagonists and In-Hospital Mortality from COVID-19

Liam Rose, Laura Graham, Allison Koenecke, Michael Powell, Ruoxuan Xiong, Zhu Shen, Brett Mench, Kenneth W. Kinzler, Chetan Bettegowda, Bert Vogelstein, Susan Athey, Joshua T. Vogelstein, Maximilian F. Konig, Todd H. Wagner
Frontiers in Medicine March312021

Effective therapies for coronavirus disease 2019 (COVID-19) are urgently needed, and pre-clinical data suggest alpha-1 adrenergic receptor antagonists (α1-AR antagonists) may be effective in reducing mortality related to hyperinflammation…

Journal Article

Mostly Exploration-Free Algorithms for Contextual Bandits

Hamsa Bastani, Mohsen Bayati, Khashayar Khosravi
Management Science March212021 Vol. 67 Issue 3 Pages 1329–1349.

The contextual bandit literature has traditionally focused on algorithms that address the exploration–exploitation tradeoff. In particular, greedy algorithms that exploit current estimates without any exploration may be suboptimal in general.…

Working Paper

The Effects of the Affordable Care Act on Agricultural Workers

Kwabena Baah Donkor, Jeffrey M. Perlof, Susan Gabbard
March192021

The Affordable Care Act substantially increased the share of farmworkers with medical insurance, but it had little effect on employer-provided benefits, including health care insurance. Eligible workers with pre-existing health conditions…

Journal Article

Learning about Risk-Factor Exposures from Earnings: Implications for Asset Pricing and Manipulation

Anne Beyer, Kevin Smith
Journal of Accounting and Economics (advance online) March182021

When valuing a firm, investors must assess not only its expected future cash flows but also the systematic risk inherent in these cash flows. In this paper, we model the process by which investors may learn about firms’ betas from earnings and…

Journal Article

PatientFlowNet: A Deep Learning Approach to Patient Flow Prediction in Emergency Departments

Ali R. Sharafat, Mohsen Bayati
IEEE March172021 Vol. 9

Emergency Department (ED) crowding is a major public health challenge since it can seriously impact patient outcomes; and accurate prediction of patient flow in EDs is essential for improving operational efficiency and quality of care. We present…

Journal Article

Passion Matters But Not Equally Everywhere: Predicting Achievement from Interest, Enjoyment, and Efficacy in 59 Societies

Xingyu Li, Miaozhe Han, Geoffrey Lawrence Cohen, Hazel Rose Markus
Proceedings of the National Academy of Sciences of the United States of America March162021 Vol. 118 Issue 11

How to identify the students and employees most likely to achieve is a challenge in every field. American academic and lay theories alike highlight the importance of passion for strong achievement. Based on a Western independent model of…

Journal Article

Foreign Safe Asset Demand and the Dollar Exchange Rate

Zhengyang Jiang, Arvind Krishnamurthy, Hanno Lustig
Journal of Finance March152021

We develop a theory that links the U.S. dollar’s valuation in FX markets to foreign investors’ demand for U.S. safe assets. When the convenience yield that foreign investors derive from holding U.S. safe assets increases, the U.S. dollar…

Stanford Closer Look

Protests from Within: Engaging with Employee Activists

Stephen A. Miles, David F. Larcker, Brian Tayan
Stanford Closer Look Series Corporate Governance Research Initiative March82021

Recent years have witnessed a growing trend of stakeholder issues becoming prominent in discussions of corporate governance. One source of this pressure comes from an unexpected constituent: the company’s own employee base. In this Closer Look,…

Journal Article

Consolidation of Primary Care Physicians and Its Impact on Healthcare Utilization

Jonathan Zhang, Yiwei Chen, Liran Einav, Jonathan Levin, Jay Bhattacharya
Health Economics March2021

We use administrative data from Medicare to document the massive consolidation of primary care physicians over the last decade and its impact on patient healthcare utilization. We first document that primary care organizations have consolidated…