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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.

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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

The Spatial Representation of Leadership Depends on Ecological Threat: A Replication and Extension of Menon et al. (2010)

Eftychia Stamkou, Astrid C. Homan, Gerben A. van Kleef, Michele J. Gelfand
Journal of Personality and Social Psychology February242022

Since humanity’s first steps, individuals have used nonverbal cues to communicate and infer leadership, such as walking ahead of others. Menon et al., (2010) showed that the use of spatial ordering as cue to leadership differs across cultures:…

Journal Article

Uncovering Interpretable Potential Confounders in Electronic Medical Records

Jiaming Zeng, Michael F. Gensheimer, Daniel L. Rubin, Susan Athey, Ross D. Shachter
Nature Communications February232022 Vol. 13

Randomized clinical trials (RCT) are the gold standard for informing treatment decisions. Observational studies are often plagued by selection bias, and expert-selected covariates may insufficiently adjust for confounding. We explore how…

Journal Article

Hiring Women into Senior Leadership Positions Is Associated with a Reduction in Gender Stereotypes in Organizational Language

M. Asher Lawson, Ashley Martin, Imrul Huda, Sandra C. Matz
Proceedings of the National Academy of Sciences of the United States of America February222022 Vol. 119 Issue 9

Women continue to be underrepresented in leadership positions. This underrepresentation is at least partly driven by gender stereotypes that associate men, but not women, with achievement-oriented, agentic traits (e.g., assertive and decisive).…

Journal Article

Anticipating VA/Non-VA Care Coordination Demand for Veterans at High Risk for Hospitalization

Megan E. Vanneman, Jean Yoon, Sara Singer, Todd H. Wagner, Mary K. Goldstein, Jiaqi Hu, Derek Boothroyd, Liberty Greene, Donna M. Zulman
Medicine February182022 Vol. 101 Issue 7

U.S. Veterans Affairs (VA) patients’ multi-system use can create challenges for VA clinicians who are responsible for coordinating Veterans’ use of non-VA care, including VA-purchased care (“Community Care”) and Medicare. To examine the…

Journal Article

Modernizing Retailers in an Emerging Market: Investigating Externally Focused and Internally Focused Approaches

Stephen Anderson, Leonardo Iacovone, Shreya Kankanhalli, Sridhar Narayanan
Journal of Marketing Research February182022

This article studies the impact of business modernization on the sales performance of traditional retailers in an emerging market. The authors define modernization as the adoption of physical structures and tangible practices of organized retail…

Journal Article

Outpatient Care Fragmentation in Veterans Affairs Patients at High-risk for Hospitalization

Donna M. Zulman, Liberty Greene, Cindie Slightam, Sara Singer, Matthew L. Maciejewski, Mary K. Goldstein, Megan E. Vanneman, Jean Yoon, Ranak B. Trivedi, Todd Wagner, Steven M. Asch, Derek Boothroyd
Health Services Research February182022 Vol. 57 Issue 4 Pages 764–774.

We conducted a longitudinal study, using logistic regression to examine how outpatient care fragmentation in FY14 (as measured by number of unique providers, Breslau’s Usual Provider of Care (UPC), Bice-Boxerman’s Continuity of Care Index (COCI…

Working Paper

Markets under Siege: How Differences in Political Beliefs can Move Financial Markets

Saumitra Jha, Peter Koudijs, Marcos Salgado
February142022

Can differences in beliefs about politics, particularly the benefits of war and peace, move markets? During the Siege of Paris by the Prussian army (1870–71) and its aftermath, we document that the price of the French 3% sovereign bond (rente)…

Journal Article

There Is No Psychology without Inferential Statistics

Shilaan Alzahawi, Benoît Monin
Behavioral and Brain Sciences February102022 Vol. 45

Quantification has been constitutive of psychology since its inception and is core to its scientific status. The adoption of qualitative methods eschewing inferential statistics is therefore unlikely to obtain. Rather than discarding useful tools…

Journal Article

A 680,000-Person Megastudy of Nudges to Encourage Vaccination in Pharmacies

K.L. Milkman, L. Gandhi, M.S. Patel, H.N. Graci, D.M. Gromet, H. Ho, J.S. Kay, T.W. Lee, J. Rothschild, J.E. Bogard, I. Brody, C.F. Chabris, E. Chang, G.B. Chapman, Jennifer E. Dannals, N.J. Goldstein, A. Goren, H. Hershfield, A. Hirsch, J. Hmurovic, S. Horn, D.S. Karlan, A.S. Kristal, C. Lamberton, M.N. Meyer, A.H. Oakes, M.E. Schweitzer, M. Shermohammed, J. Talloen, C. Warren, A. Whillans, K.N. Yadav, J.J. Zlatev, R. Berman, C.N. Evans, R. Ladhania, J. Ludwig, N. Mazar, S. Mullainathan, C.K. Snider, Jann Spiess, E. Tsukayama, L. Ungar, C. Van den Bulte, K.G. Volpp, A.L. Duckworth
Proceedings of the National Academy of Sciences of the United States of America February82022 Vol. 119 Issue 6

Encouraging vaccination is a pressing policy problem. To assess whether text-based reminders can encourage pharmacy vaccination and what kinds of messages work best, we conducted a megastudy. We randomly assigned 689,693 Walmart pharmacy patients…

Journal Article

Average Direct and Indirect Causal Effects under Interference

Yuchen Hu, Shuangning Li, Stefan Wager
Biometrika February82022

We propose a definition for the average indirect effect of a binary treatment in the potential outcomes model for causal inference under cross-unit interference. Our definition is analogous to the standard definition of the average direct effect…

Other Publication

What the History of Democracy Can Teach Us About Blockchain Governance

Andrew B. Hall
The Defiant February72022

DAOs can reshape society by bringing democratic control to important economic and social activities previously governed through more hierarchical means. But as many people have pointed out, DAOs have not yet achieved their goal of true…

Journal Article

Regulation of Charlatans in High-Skill Professions

Jonathan B. Berk, Jules H. van Binsbergen
The Journal of Finance (early access) February62022

We model a market for a skill in short supply and high demand, where the presence of charlatans (professionals who sell a service they do not deliver on) is an equilibrium outcome. In the model, reducing the number of charlatans through…

Working Paper

Polarization and State Legislative Elections

Cassandra Handan-Nader, Andrew C. W. Myers, Andrew B. Hall
February52022

U.S. state legislatures are critical policymaking bodies and the major pipeline of candidates to national office. Polarization in state legislatures has increased substantially in recent decades, yet we understand little about the role of…

Journal Article

Evaluating a Patient Safety Learning Lab to Create an Interdisciplinary Ecosystem for Healthcare Innovation

Mariam Krikorian Atkinson, James C. Benneyan, Elizabeth A. Bambury, Gordon D. Schiff, Russell S. Phillips, Lindsay S. Hunt, Deanna Belleny, Sara Singer
Health Care Management Review, February32022 Vol. 47 Issue 3 Pages E50–E61.

In response to the complexity, challenges, and slow pace of innovation, health care organizations are adopting interdisciplinary team approaches. Systems engineering, which is oriented to creating new, scalable processes that perform with higher…

Working Paper

How Does Private Firm Disclosure Affect Demand for Public Firm Equity? Evidence from the Global Equity Market

Jinhwan Kim, Marcel Olbert
February22022

Conditionally accepted at the Journal of Accounting and Economics.

We investigate the relationship between private firms’ disclosures and the demand for the equity of their publicly traded peers. Using data on the global…

Working Paper

Do Jobseekers Value Diversity Information? Evidence from a Field Experiment

Jung Ho Choi, Joseph Pacelli, Kristina M. Rennekamp, Sorabh Tomar
February2022

We examine how information about the diversity of a potential employer’s workforce affects individuals’ job-seeking behavior, and whether workers’ preferences explain corporate disclosure decisions. We embed a field experiment in job…

Journal Article

Pandemic Spikes and Broken Spears: Indigenous Resilience after the Conquest of Mexico

Alberto Diaz-Cayeros, Juan Espinosa-Balbuena, Saumitra Jha
Journal of Historical Political Economy February2022 Vol. 2 Issue 1 Pages 89-133.

It is well-established that the Conquest of the Americas by Europeans led to catastrophic declines in indigenous populations. However, less is known about the conditions under which indigenous communities were able to overcome the onslaught of…

Journal Article

Proactive Capital Structure Adjustments: Evidence from Corporate Filings

Arthur Korteweg, Michael Schwert, Ilya A. Strebulaev
Journal of Financial and Quantitative Analysis February2022 Vol. 57 Issue 1 Pages 31–66.

We use new hand-collected data from corporate filings to study the drivers of corporate capital structure adjustment. Classifying firms by their adjustment frequencies, we reveal previously unknown patterns in their reasons for financing and the…

Journal Article

Stable Learning Establishes Some Common Ground between Causal Inference and Machine Learning

Peng Cui, Susan Athey
Nature Machine Intelligence February2022 Vol. 4 Issue 2 Pages 110–115.

Causal inference has recently attracted substantial attention in the machine learning and artificial intelligence community. It is usually positioned as a distinct strand of research that can broaden the scope of machine learning from predictive…

Book

The Corporate Explorer

Andy Binns, Charles A. O’Reilly, Michael Tushman
Wiley February2022

Corporations have the upper hand over the startups that threaten to disrupt them. They have the ideas, resources, and — critically — the talent to build new ventures from within. Smart companies — like Amazon, Microsoft, Bosch, and Analog…