Publications

We empower faculty to design and discover original research that challenges conventions and creates breakthroughs that push boundaries of knowledge.

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Journal Articles

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

Books

View books written or edited by Stanford GSB faculty, from textbooks to books for a wider audience.

Working Papers

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

Case Studies

View abstract and ordering information for case studies written and published by faculty at Stanford GSB.

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Working Paper

Advertising Media and Target Audience Optimization via High-dimensional Bandits

Wenjia Ba, J. Michael Harrison, Harikesh S. Nair
September2022

We present a data-driven algorithm that advertisers can use to automate their digital ad-campaigns at online publishers. The algorithm enables the advertiser to search across available target audiences and ad-media to find the best possible…

Journal Article

Analysis of the Genealogy Process in Forensic Genetic Genealogy

Mine Su Ertürk, Colleen Fitzpatrick, Margaret Press, Lawrence M. Wein
Journal of Forensic Sciences September2022

Chosen by the JFS Associate Editors and Editor-in-Chief as a 2022 JFS Noteworthy Article.

The genealogy process is typically the most time-consuming part of — and a limiting factor in the success of — forensic genetic genealogy,…

Journal Article

Authenticity Among Distilleries: Signaling, Transparency and Essence

J. Cameron Verhaal, Glenn R. Carroll
Poetics September2022

Organizations benefit when they are perceived as authentic. Yet, explanations for this effect typically rely on context-specific attributions that can carry different meanings for different people. Here we develop some elements of a broader…

Book

Belonging: The Science of Creating Connection and Bridging Divides

Geoffrey Lawrence Cohen
W. W. Norton & Company September2022

We live in enormously polarized times. From politics to race, religion, gender, and class, division runs rampant. In 2020, 40 percent of each political party said that supporters of the opposing party were “downright evil.” In 2019, hate crimes…

Working Paper

Buy Now Pay (Pain?) Later

Ed deHaan, Jungbae Kim, Ben Lourie, Chenqi Zhu
September2022

“Buy Now Pay Later” (BNPL) is a largely unregulated FinTech innovation that provides consumers with easy access to credit for specific retail purchases. The BNPL market is projected to reach $1 trillion by 2025, but we know little about the…

Journal Article

Comment on: “Confidence Intervals for Nonparametric Empirical Bayes Analysis” by Ignatiadis and Wager

Guido W. Imbens
Journal of the American Statistical Association September2022 Vol. 117 Issue 539 Pages 1181–1182.

I want to congratulate Nikolaos Ignatiadis and Stefan Wager on a very stimulating paper on a timely and important topic. They discuss empirical Bayes procedures and propose new methods for constructing robust confidence intervals. The proposed…

Working Paper

Does Voluntary Non-Earnings Disclosure Substitute for Redacted Proprietary Contract Information?

Mary E. Barth, Wayne R. Landsman, Xiaoli (Shaolee) Tian, Miaomiao Yu
September2022

This study finds that voluntary non-earnings disclosures substitute for redacted proprietary contract information. When firms redact contract information, they provide more voluntary disclosures and have higher information uncertainty and…

Journal Article

Freedom and Constraint in Digital Environments: Implications for the Self

Sanaz Talaifar, Brian S. Lowery
Perspectives on Psychological Science September2022 Vol. 18 Issue 3 Pages 544–575.

We evaluate how features of the digital environment free or constrain the self. Based on the current empirical literature, we argue that modern technological features, such as predictive algorithms and tracking tools, pose four potential…

Working Paper

Investigating Complementarities in Subscription Software Usage Using Advertising Experiments

Sridhar Narayanan
September2022

In this study, we causally examine complementarity in usage across a set of related software products from a multi-product firm. Digital contexts are characterized by little price variation, bundled pricing plans, and infrequent purchase or…

Journal Article

Learner-Private Convex Optimization

Jiaming Xu, Kuang Xu, Dana Yang
IEEE Transactions on Information Theory September2022 Vol. 69 Issue 1 Pages 528–547.

Convex optimization with feedback is a framework where a learner relies on iterative queries and feedback to arrive at the minimizer of a convex function. It has gained considerable popularity thanks to its scalability in large-scale optimization…

Journal Article

New Venture Creation: A Drift-Variance Diffusion Control Model

Zhengli Wang, Stefanos Zenios
Operations Research September2022 Vol. 70 Issue 5 Pages 2982–2997.

We model the creation of a new venture with a novel drift-variance diffusion control framework in which the state of the venture is captured by a diffusion process. The entrepreneur creating the venture chooses costly controls, which determine…

Journal Article

One-Hit Wonders versus Hit Makers: Sustaining Success in Creative Industries

Justin M. Berg
Administrative Science Quarterly September2022 Vol. 67 Issue 3 Pages 630-675.

Creative industries produce many one-hit wonders who struggle to repeat their initial success and fewer hit makers who sustain success over time. To develop theory on the role of creativity in driving sustained market success, I…

Working Paper

Predicting Cellular Responses with Variational Causal Inference and Refined Relational Information

Yulun Wu, Robert A. Barton, Zichen Wang, Vassilis N. Ioannidis, Carlo De Donno, Layne C. Price, Luis Voloch, George Karypis
September2022

Predicting the responses of a cell under perturbations may bring important benefits to drug discovery and personalized therapeutics. In this work, we propose a novel graph variational Bayesian causal inference framework to predict a cell’s gene…

Working Paper

Real Effects of Supplying Safe Private Money

Chenzi Xu, He Yang
September2022

Privately issued money often bears devaluation risk that create monetary transaction frictions. We evaluate the real effects of supplying a new type of safe money in the historical context of the U.S. in 1863. We instrument for the change in…

Journal Article

Rejoinder: Confidence Intervals for Nonparametric Empirical Bayes Analysis

Nikolaos Ignatiadis, Stefan Wager
Journal of the American Statistical Association September2022 Vol. 117 Issue 539

In our article, we introduced two general methods for conducting inference for empirical Bayes estimands. The discussants have contributed to our work by clarifying and raising important issues regarding our manuscript, suggesting further…

Journal Article

A Rising Tide Lifts All Boats: Group Performance and Intragroup Status

Francis J. Flynn, Chunchen Xu
Group Processes & Intergroup Relations September2022 Vol. 26 Issue 7

Early theories of status dynamics in small groups portrayed intragroup status as a limited resource — as the status of one group member rises, the status of another must fall. Recent theorizing presents an alternative view: that the amount of…

Journal Article

Supply Chain Fairness

Li Chen, Hau L. Lee, Christopher S. Tang
Production and Operations Management September2022 Pages 1–15.

Supply chain fairness refers to the practices that members in a supply chain treat each other. Due to imperfections of a competitive market, some members could exploit their positions or circumstances that enabled them to gain excessive advantage…

Working Paper

The Common Determinants of Legislative and Regulatory Complexity

Dana Foarta, Massimo Morelli
September2022

Legislative and regulatory reforms often contain various forms of complexity — multiple contingencies, exemptions and alike. Complexity may be desirable if it better satisfies the needs of political constituencies, and if these benefits are…

Journal Article

Unexpected Employee Location Is Associated with Injury during Robberies

Katherine A. DeCelles, Maryam Kouchaki, Nir Halevy
Proceedings of the National Academy of Sciences of the United States of America September2022 Vol. 119 Issue 39

Millions of employees are victims of violent crimes at work every year, particularly those in the retail industry, who are frequent targets of robbery. Why are some employees injured while others escape from these incidents physically unharmed?…

Journal Article

Why Multibusiness Corporations Split: CEO Strategizing as the Ecosystem Evolves

Robert A. Burgelman, Yuliya Snihur, Llewellyn D.W. Thomas
Journal of Management September2022 Vol. 48 Issue 7 Pages 2108–2151.

We investigate why CEOs of multibusiness corporations decide to engage in a corporate split that spawns multiple independent, smaller, but more adaptive, entities. Through an in-depth examination of the dynamic forces that led CEO Meg Whitman to…