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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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View scholarly works-in-progress by Stanford GSB faculty, which often appear in final form in academic journals.

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Journal Article

A Fractional Solution to a Stock Market Mystery

Robert P. Bartlett, Justin McCrary, Maureen O’Hara
Financial Analysts Journal May212025 Vol. 81 Issue 3 Pages 5–26.

Starting in February 2021, surging Berkshire Hathaway-A volume mystified market watchers. Averaging 375 shares for a decade, daily volume rose to over 20,000 shares, then plummeted nine-fold in June 2024. We demonstrate that the increased volume…

Working Paper

Data and Welfare in Credit Markets

Mark Jansen, Fabian Nagel, Constantine Yannelis, Anthony Lee Zhang
May202025

We show how to measure the welfare effects arising from increased data availability. When lenders have more data on prospective borrower costs, they can charge prices that are more aligned with these costs. This increases total social welfare and…

Journal Article

The Price and Quality of Methylphenidate Products

Aditya Narayan, Ben Teasdale, A. J. Hudspeth, David Light, Jill K. Nailor, Kevin A. Schulman
American Academy of Child and Adolescent Psychiatry May152025

Objective

For many products, generic markets are very mature, with aggressive competition driving down the price of products for manufacturers. Under these conditions, manufacturers may not have an ability to invest in high-quality…

Journal Article

Policy Diffusion and Polarization across U.S. States

Stefano DellaVigna, Woojin Kim
Review of Economic Studies May122025

Economists have studied the impact of numerous state laws, from welfare rules to voting ID requirements. Yet for all this policy evaluation, what do we know about policy diffusion—how these policies are introduced and spread from state to state?…

Working Paper

Measuring Perceived Slant in Large Language Models Through User Evaluations

Sean J. Westwood, Justin Grinner, Andrew B. Hall
May82025

As LLMs become the default interface for search, news, and everyday problem-solving, they may filter and frame political information before citizens ever confront it. Identifying and mitigating partisan “bias”—output with a systematic slant…

Working Paper

Human + AI in Accounting: Early Evidence from the Field

Jung Ho Choi, Chloe Xie
May72025

This paper provides early evidence on the integration and impact of Generative Artificial Intelligence (AI) in accounting at the accountant and task levels. Using a multi-method approach, we first identify heterogeneous adoption patterns,…

Working Paper

Reframing Analyst Forecast Efficiency: An Empirical Bayes Perspective

Christopher S. Armstrong, Chongho Kim, Yaniv Konchitchki, Frank Zhou
May62025

We develop a rational, non-behavioral framework in which analysts use empirical Bayesian techniques to construct their forecasts. Our approach assumes that analysts construct a single empirical prior by aggregating information across all of the…

Working Paper

Beyond Recognition: Evaluating Visual Perspective Taking in Vision Language Models

Gracjan Goral, Alicja Ziarko, Piotr Milos, Michal Nauman, Maciej Wolczyk, Michal Kosinski
May32025

We investigate the ability of Vision Language Models (VLMs) to perform visual perspective taking using a novel set of visual tasks inspired by established human tests. Our approach leverages carefully controlled scenes, in which a single humanoid…

Working Paper

Axiomatic Equilibrium Selection: The Case of Generic Extensive-Form Games

Srihari Govindan, Robert Wilson
May2025

A solution concept that is a refinement of Nash equilibria selects for each finite game a nonempty collection of closed and connected subsets of Nash equilibria as solutions. We impose three axioms for such solution concepts. The axiom of…

Working Paper

Constructing Carbon Abatement Cost Curves

Gunther Glenk, Rebecca Meier, Stefan J. Reichelstein
May2025

Companies across industries face increasing pressure to assess the costs of decarbonizing their operations. This paper develops a generic model for constructing abatement cost curves in connection with carbon dioxide emissions. The resulting…

Journal Article

Cross-Channel Effects of Failure in a Retailer's Mobile App

Unnati Narang, Venkatesh Shanka, Sridhar Narayanan
Journal of Marketing Research May2025 Vol. 62 Issue 2 Pages 796–817.

Failures in omnichannel retailers’ mobile apps can significantly impact shoppers’ purchases. The authors leverage a natural experiment involving an exogenous failure in a large omnichannel retailer’s app that made the app unavailable. They…

Journal Article

Currency Development through Liquidity Provision

Antonio Coppola, Arvind Krishnamurthy, Chenzi Xu
American Economic Association Papers and Proceedings May2025 Vol. 115 Pages 599–604.

Drawing on the experiences of the historical Eurodollar market and recent Chinese dollar bond issuances traded outside US jurisdiction at negative spreads to Treasuries, we examine the conditions under which a parallel offshore dollar financial…

Journal Article

Do Transfer Pricing Reforms Lead to a Boom in Tax Consultants?

Dina Pomeranz, Juan Carlos Suárez Serrato
National Tax Journal May2025 Vol. 78 Issue 2

The Organisation for Economic Co-operation and Development (OECD) has promoted the adoption of internationally standardized transfer pricing rules to curb profit shifting for tax avoidance by multinational firms. In a 2023 study, Bustos and…

Journal Article

Durably Reducing Partisan Animosity Through Multiple Scalable Treatments

Matthew E. K. Hall, Brittany C. Solomon, Jan G. Voelkel, Robb Willer
Proceedings of the National Academy of Sciences May2025 Vol. 122 Issue 19

Recent research has identified several effective strategies for reducing Americans’ animosity toward supporters of opposing political parties. However, whether these strategies can durably reduce partisan animosity in a scalable manner and in…

Journal Article

Generative AI Meets Open-Ended Survey Responses: Research Participant Use of AI and Homogenization

Simone Zhang, Janet Xu, A.J. Alvero
Sociological Methods & Research May2025

The growing popularity of generative artificial intelligence (AI) tools presents new challenges for data quality in online surveys and experiments. This study examines participants’ use of large language models to answer open-ended survey…

Journal Article

Generative AI at Work

Erik Brynjolfsson, Danielle Li, Lindsey Raymond
The Quarterly Journal of Economics May2025 Vol. 140 Issue 2 Pages 889–942.

We study the staggered introduction of a generative AI–based conversational assistant using data from 5,172 customer-support agents. Access to AI assistance increases worker productivity, as measured by issues resolved per hour, by 15% on average…

Working Paper

Generative AI in Equilibrium: Evidence from a Creative Goods Marketplace

Samuel Goldberg, H. Tai Lam
May2025

Artists and policy makers are concerned that Generative Artificial Intelligence (GenAI) may lead to disappearance of non-GenAI content. In this paper we study the implications of GenAI for the production and consumption of creative goods; such as…

Journal Article

Implementing a Prediction Driven Framework for Emergency Department Nurse Staffing to Optimize Real Time Decisions

Yue Hu, Carri W. Chan, Jing Dong, Alice Kazekjian, Chayapol Ophaswongse, Gregory Sugalski, Joseph P. Underwood, Rimma Perotte
npj Health Systems May2025 Vol. 2 Issue 16

This study implemented and evaluated a prediction-driven nurse staffing framework in a large adult emergency department. The framework leveraged a two-stage prediction model that forecasted patient volume and guided staffing decisions. Using a…

Journal Article

Innovations in Corporate Carbon Accounting

Stefan J. Reichelstein
Foundations and Trends in Accounting May2025 Vol. 19 Issue 3–4 Pages 9–45.

With the climate crisis intensifying in urgency, the stakeholders of global companies are clamoring for more reliable reporting regarding a company’s overall carbon footprint as well as the emissions attributed to individual products and services…

Journal Article

Insights From Refusal Patterns for Deceased Donor Kidney Offers

Grace Guan, Sanjit Neelam, Joachim Studnia, Xingxing S. Cheng, Marc L. Melcher, Michael A. Rees, Alvin E. Roth, Paulo Somaini, Itai Ashlagi
Transplantation May2025

Background

The likelihood that a deceased donor kidney will be used evolves during the allocation process. Transplant centers can either decline an organ offer for a single patient or for multiple patients at the same time. We…