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Journal Articles

View peer-reviewed research by Stanford GSB faculty, published in leading journals across the business disciplines.

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Journal Article

Ripple Effects of Hospital Team Faultlines on Patient Outcomes

Ren Li, Virginia K. Choi, Michele J. Gelfand
Proceedings of the National Academy of Sciences November2023 Vol. 120 Issue 47

Medical errors are rampant across healthcare settings, imposing a significant burden on patient safety. Here, we examined the ripple effects of diversity splits, or faultlines, within hospital teams on patient safety and care. Hospitals consist…

Journal Article

The Design of Macroprudential Stress Tests

Dmitry Orlov, Pavel Zryumov, Andrzej Skrzypacz
The Review of Financial Studies November2023 Vol. 36 Issue 11 Pages 4460–4501.

We study the design of stress tests that provide information about aggregate and idiosyncratic risk in banks’ portfolios and impose contingent capital requirements. In the optimal static test, an adverse scenario fails all weak and some strong…

Journal Article

The Rest of the World’s Dollar-Weighted Return on U.S. Treasurys

Zhengyang Jiang, Arvind Krishnamurthy, Hanno Lustig
IMF Economic Review November2023

Since 1980, foreign investors have timed their purchases and sales of U.S. Treasurys to yield particularly low returns. Their annual “dollar-weighted” returns, measured by the internal rate of return on their purchases and sales of Treasury bonds…

Journal Article

Trends in State and Local Pension Funds

Oliver Giesecke, Joshua D. Rauh
Annual Review of Financial Economics November2023 Vol. 15 Pages 221–238.

Unfunded public pension obligations represent the largest liability for state and local governments in the United States. As of fiscal year 2021, the total reported unfunded liabilities of these plans are $1.076 trillion. In contrast, the market…

Journal Article

Uncovering the Semantics of Concepts Using GPT-4

Gaël Le Mens, Balázs Kovács, Michael T. Hannan, Guillem Pros
Proceedings of the National Academy of Sciences November2023 Vol. 120 Issue 49

The ability of recent Large Language Models (LLMs) such as GPT-3.5 and GPT-4 to generate human-like texts suggests that social scientists could use these LLMs to construct measures of semantic similarity that match human judgment. In this article…

Working Paper

What Kinds of Incentives Encourage Participation in Democracy? Evidence from a Massive Online Governance Experiment

Andrew B. Hall, Eliza R. Oak
November2023

How can we democratically govern the AI, social media, and online platforms of the future? Today, low participation is a major barrier to community governance online. We leverage a digital quasi-experiment that allows us to study the links…

Working Paper

Area Conditions and Positive Incentives: Engaging Local Communities to Protect Forests

Xavier Sebastian Warnes, Joann F. de Zegher, Dan A. Iancu, Erica Plambeck
October302023

Tropical deforestation for agriculture causes alarming CO2 emissions and loss of biodiversity and ecosystem services. To prevent this, various governments and multinational commodity-buyers offer a positive incentive for locals conditional on no…

Journal Article

Can Personalized Digital Counseling Improve Consumer Search for Modern Contraceptive Methods?

Susan Athey, Katy Bergstrom, Vitor Hadad, Julian C. Jamison, Berk Özler, Luca Parisotto, Julius Dohbit Sama
Science Advances October2023 Vol. 9 Issue 40

This paper analyzes a randomized controlled trial of a personalized digital counseling intervention addressing informational constraints and choice architecture, cross-randomized with discounts for long-acting reversible contraceptives (LARCs),…

Journal Article

A Century of Pluralistic Ignorance: What We Have Learned About Its Origins, Forms, and Consequences

Dale T. Miller
Frontiers in Social Psychology October2023 Vol. 1

The concept of pluralistic ignorance was introduced a century ago by social psychologist, Floyd Allport. It has been broadly applied in the social sciences, including psychology, sociology, political science, and economics. Pluralistic ignorance…

Journal Article

Complex Asset Markets

Andrea L. Eisdeldt, Hanno Lustig, Lei Zhang
The Journal of Finance October2023 Vol. 78 Issue 5 Pages 2519–2562.

Investors’ individual arbitrage models introduce idiosyncratic risk into complex asset strategies, driving up average returns and Sharpe ratios. However, despite the attractive risk-return trade-off, participation is limited. This is because…

Journal Article

Contracting in Peer Networks

Peter M. DeMarzo, Ron Kaniel
The Journal of Finance October2023 Vol. 78 Issue 5 Pages 2725–2778.

We consider multi-agent multi-firm contracting when agents benchmark their wages to those of their peers, using weights that vary within and across firms. When a single principal commits to a public contract, optimal contracts hedge relative wage…

Working Paper

Corporate Tax Policy in Developed Countries and Economic Activity in Africa

Jeffrey L. Hoopes, Daniel Klein, Rebecca Lester, Marcel Olbert
October2023

This paper studies whether tax policies in developed nations affect developing economies. We study firm investment responses to a major reform that reduced the corporate income tax rate for U.K.-based firms. Our identification strategy compares…

Journal Article

Estimated Average Treatment Effect of Psychiatric Hospitalization in Patients with Suicidal Behaviors

Eric L. Ross, Robert M. Bossarte, Steven K. Dobscha, Sarah M. Gildea, Irving Hwang, Chris J. Kennedy, Howard Liu, Alex Luedtke, Brian P. Marx, Matthew K. Nock, Maria V. Petukhova, Nancy A. Sampson, Nur Hani Zainal, Erik Sverdrup, Stefan Wager, Ronald C. Kessler
JAMA Psychiatry October2023

Importance Psychiatric hospitalization is the standard of care for patients presenting to an emergency department (ED) or urgent care (UC) with high suicide risk. However, the effect of hospitalization in reducing subsequent…

Journal Article

Financial Literacy and Financial Well-Being: Evidence from the U.S.

Annamaria Lusardi, Jialu L. Streeter
Journal of Financial Literacy and Wellbeing October2023 Pages 1–30.

This paper examines financial literacy in the United States, using the 2021 National Financial Capability Study data. A large volume of papers have demonstrated the importance of financial knowledge and documented the low level of financial…

Journal Article

Human-like Intuitive Behavior and Reasoning Biases Emerged in Large Language Models but Disappeared in ChatGPT

Thilo Hagendorff, Sarah Fabi, Michal Kosinski
Nature Computational Science October2023 Vol. 3 Pages 833–838.

We design a battery of semantic illusions and cognitive reflection tests, aimed to elicit intuitive yet erroneous responses. We administer these tasks, traditionally used to study reasoning and decision-making in humans, to OpenAI’s generative…

Journal Article

Information Acquisition, Efficiency, and Non-Fundamental Volatility

Benjamin Hébert, Jennifer La'O
Journal of Political Economy October2023 Vol. 131 Issue 10

We analyze non-fundamental volatility and efficiency in large games featuring strategic interaction and endogenous information acquisition. We adopt the rational inattention approach to information acquisition but generalize to a large class of…

Working Paper

Machine Learning Who to Nudge: Causal vs Predictive Targeting in a Field Experiment on Student Financial Aid Renewal

Susan Athey, Niall Keleher, Jann Spiess
October2023

In many settings, interventions may be more effective for some individuals than others, so that targeting interventions may be beneficial. We analyze the value of targeting in the context of a large-scale field experiment with over 53,000 college…

Journal Article

Privacy and Market Concentration: Intended and Unintended Consequences of the GDPR

Garrett A. Johnson, Scott K. Shriver, Samuel Goldberg
Management Science October2023 Vol. 69 Issue 10 Pages 5695–6415.

We show that websites’ vendor use falls after the European Union’s (EU’s) General Data Protection Regulation (GDPR), but that market concentration also increases among technology vendors that provide support services to websites. We collect panel…

Journal Article

Semantic Determinants of Memorability

Ada Aka, Sudeep Bhatia, John McCoy
Cognition October2023 Vol. 239

We examine why some words are more memorable than others by using predictive machine learning models applied to word recognition and recall datasets. Our approach provides more accurate out-of-sample predictions for recognition and recall than…

Journal Article

Sovereign Debt Ratchets and Welfare Destruction

Peter M. DeMarzo, Zhiguo He, Fabrice Tourre
Journal of Political Economy October2023 Vol. 131 Issue 10 Pages 2825-2892.

We study an impatient, risk-neutral government that cannot commit to a particular debt path, financed by competitive lenders. In equilibrium, debt adjusts slowly toward a debt-to-income target, exacerbating booms and busts. Strikingly, gains from…