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

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Working Paper

Transparency of the “Net-Zero by 2050 Club”

Stephen D. Comello, Julia Reichelstein, Stefan J. Reichelstein
July182021

As governments around the world reaffirm their commitments to reduce carbon emissions at the national level, numerous global corporations have recently issued their own carbon reduction pledges. Such corporate “Net-Zero Club by 20xx”…

Other Publication

Accountability = Account x Ability

Hayagreeva Rao
McKinsey Quarterly July122021

Semantic satiation, a term coined by Leon Jakobovits in 1962, means that incessant repetition of a word leads to a loss of meaning for the listener. The language of management has several such words. One prime example is “accountability.” The…

Working Paper

Bond Convenience Yields in the Eurozone Currency Union

Zhengyang Jiang, Hanno Lustig, Stijn Van Nieuwerburgh, Mindy Z. Xiaolan
July62021

This paper analyzes bond convenience yields in a currency union. The intertemporal government budget constraint requires member countries’ bond convenience yields and default spreads to adjust in response to shocks to their government surpluses.…

Journal Article

Frustration with Technology and Its Relation to Emotional Exhaustion among Health Care Workers: Cross-Sectional Observational Study

Daniel S. Tawfik, Amrita Sinha, Mohsen Bayati, Kathryn C. Adair, Tait D. Shanafelt, J. Bryan Sexton, Jochen Profit
Journal of Medical Internet Research July62021 Vol. 23 Issue 7

Background: New technology adoption is common in health care, but it may elicit frustration if end users are not sufficiently considered in their design or trained in their use. These frustrations may contribute to burnout…

Journal Article

Playing-Side Analytics in Team Sports: Multiple Directions, Opportunities, and Challenges

George Foster, Norm O’Reilly, Zachary Naidu
Frontiers in Sports and Active Living July52021

This paper describes developments in the player-side analytics in major team sports. We take a decision-making lens to the role of analytics in player decisions by general managers and coaches. We outline key accelerators and inhibitors to the…

Journal Article

Higher Medicare Expenditures Are Associated With Better Integrated Care as Perceived by Patients

Michaela J. Kerrissey, Molly Frean, Abd Al-Rahman Traboulsi, Sara Singer
Medical Care July12021 Vol. 59 Issue 7 Pages 565–571.

Integrated care that is continuous, coordinated and patient-centered is vital for Medicare beneficiaries, but its relationship to health care expenditures remains unclear. This study explores—for the first time—the relationship between integrated…

Journal Article

Augmenting Markets with Mechanisms

Samuel Antill, Darrell Duffie
The Review of Economic Studies July2021 Vol. 88 Issue 4 Pages 1665–1719.

We explain how the common practice of size-discovery trade detracts from overall financial market efficiency. At each of a series of size-discovery sessions, traders report their desired trades, generating allocations of the asset and cash that…

Other Publication

A Better Boom: How to Capture the Pandemic’s Productivity Potential

James Manyika, A. Michael Spence
Foreign Affairs July2021 Vol. 100 Issue 4 Pages 107–117.

The article discusses how to capture the productivity potential of the COVID-19 pandemic which has triggered technological and organizational innovation. Topics covered include what businesses and governments can do to capitalize on the positive…

Journal Article

Breiman’s Two Cultures: A Perspective from Econometrics

Guido W. Imbens, Susan Athey
Observational Studies July2021 Vol. 7 Issue 1

Breiman’s “Two Cultures” paper painted a picture of two disciplines, data modeling, and algorithmic machine learning, both engaged in the analyses of data but talking past each other. Although that may have been true at the time, there is now…

Working Paper

Buying Data from Consumers

Yizhou Jin, Shoshana Vasserman
July2021

New technologies have enabled firms to elicit granular behavioral data from consumers in exchange for lower prices and better experiences. This data can mitigate asymmetric information and moral hazard, but it may also increase firms’ market…

Working Paper

Distribution-Free Assessment of Population Overlap in Observational Studies

Lihua Lei, Alexander D’Amour, Peng Ding, Avi Feller, Jasjeet Sekhon
July2021

Overlap in baseline covariates between treated and control groups, also known as positivity or common support, is a common assumption in observational causal inference. Assessing this assumption is often ad hoc, however, and can give misleading…

Working Paper

Double-Robust Two-Way-Fixed-Effects Regression For Panel Data

Dmitry Arkhangelsky, Guido W. Imbens, Lihua Lei, Xiaoman Luo
July2021

We propose a new estimator for the average causal effects of a binary treatment with panel data in settings with general treatment patterns. Our approach augments the twoway-fixed-effects specification with the unit-specific weights that arise…

Journal Article

How Can We Inspire Nations of Learners? An Investigation of Growth Mindset and Challenge-Seeking in Two Countries

Mari Rege, Paul Hanselman, Ingeborg Foldøy Solli, Carol S. Dweck, Sten Ludvigsen, Eric Bettinger, Robert Crosnoe, Chandra Muller, Gregory Walton, Angela Duckworth, David S. Yeager
American Psychologist July2021 Vol. 76 Issue 5 Pages 755–767.

Here we evaluate the potential for growth mindset interventions (that teach students that intellectual abilities can be developed) to inspire adolescents to be “learners” — that is, to seek out challenging learning experiences. In a previous…

Journal Article

Market Fragmentation

Daniel Chen, Darrell Duffie
American Economic Review July2021 Vol. 111 Issue 7 Pages 2247–2274.

We model a simple market setting in which fragmentation of trade of the same asset across multiple exchanges improves allocative efficiency. Fragmentation reduces the inhibiting effect of price-impact avoidance on order submission. Although…

Journal Article

Monitoring with Limited Information

Dan A. Iancu, Nikolaos Trichakis, Do Young Yoon
Management Science July2021 Vol. 67 Issue 7 Pages 4233–4251.

We consider a system with an evolving state that can be stopped at any time by a decision maker (DM), yielding a state-dependent reward. The DM does not observe the state except for a limited number of monitoring times, which he must choose, in…

Journal Article

Notching R&D Investment with Corporate Income Tax Cuts in China

Zhao Chen, Zhikuo Liu, Juan Carlos Suárez Serrato, Daniel Yi Xu
American Economic Review July2021 Vol. 111 Issue 7 Pages 2065–2100.

We study a Chinese policy that awards substantial tax cuts to firms with R&D investment over a threshold or “notch.” Quasi-experimental variation and administrative tax data show a significant increase in reported R&D that is partly…

Journal Article

Quantitative Analysis of Multiparty Tariff Negotiations

Kyle Bagwell, Robert W. Staiger, Ali Yurukoglu
Econometrica July2021 Vol. 89 Issue 4 Pages 1595–1631.

We develop a model of international tariff negotiations to study the design of the institutional rules of the GATT/WTO. A key principle of the GATT/WTO is its most‐favored‐nation (MFN) requirement of nondiscrimination, a principle that has long…

Journal Article

Redistribution Through Markets

Piotr Dworczak, Scott Duke Kominers, Mohammad Akbarpour
Econometrica July2021 Vol. 89 Issue 4 Pages 1665–1698.

Policymakers frequently use price regulations as a response to inequality in the markets they control. In this paper, we examine the optimal structure of such policies from the perspective of mechanism design. We study a buyer-seller market in…

Working Paper

Regulating Conglomerates in China: Evidence from an Energy Conservation Program

Qiaoyi Chen, Zhao Chen, Zhikuo Liu, Juan Carlos Suárez Serrato, Daniel Xu
July2021

We study a prominent energy regulation affecting large Chinese manufacturers that are part of broader conglomerates. Using detailed firm-level data and difference-in-differences research designs, we show that regulated firms cut output and…

Journal Article

Small-Business Survival Capabilities and Fiscal Programs: Evidence from Oakland

Robert P. Bartlett, Adair Morse
Journal of Financial and Quantitative Analysis July2021 Vol. 56 Issue 7 Pages 2500–2544.

Using City of Oakland data during COVID-19, we document that small-business components of survival capabilities (i.e., revenue resiliency, labor flexibility, and committed costs) vary by firm size. Nonemployer businesses rely on low-cost…