Working Papers

These papers are working drafts of research which often appear in final form in academic journals. The published versions may differ from the working versions provided here.

SSRN Research Paper Series

The Social Science Research Network’s Research Paper Series includes working papers produced by Stanford GSB the Rock Center.

You may search for authors and topics and download copies of the work there.

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Sophisticated Consumers with Inertia: Long-Term Implications from a Large-Scale Field Experiment

Klaus M. Miller, Navdeep S. Sahni, Avner Strulov-Shlain
January2023

Consumer inertia, the tendency to remain inactive, is a robust and well-documented phenomenon. However, if consumers are aware of their future inertia they can act to mitigate its effects on their outcomes. Using a large-scale randomized field…

Imagined Otherness: Perceived Schematic Difference Can Fuel Dehumanization

Austin van Loon, Amir Goldberg, Sameer B. Srivastava
2023

Why do people withdraw the dignity of humanity from others? Sociologists have focused on the roles of institutional processes through which blatantly dehumanizing norms and narratives diffuse through a population, whereas social psychologists…

Locally Ensconced and Globally Integrated: How Positions in Network Structure Relate to a Language-Based Model of Group Identification

Lara Yang, Amir Goldberg, Sameer B. Srivastava
2023

Shifting attachments to social groups are a constant in the modern era. What accounts for variation in the strength of group identification? Whereas prior work has emphasized group-level properties and individual differences, this article instead…

Strategic Behavior with Tight, Loose and Polarized Norms

Eugen Dimant, Michele J. Gelfand, Anna Hochleitner, Silvia Sonderegger
2023

Descriptive norms — the behavior of other individuals in one’s reference group — play a key role in shaping individual decisions. When characterizing the behavior of others, a standard approach in the literature is to focus on average behavior.…

Heterogeneous-agent asset pricing: Timing and pricing idiosyncratic risks

James D. Paron
December152022

This paper studies the importance of idiosyncratic endowment shocks for aggregate asset prices in a generalized continuous-time framework that accommodates both jumps and recursive preferences. I show that, regardless of the presence of jumps,…

Bank Funding Risk, Reference Rates, and Credit Supply

Harry Cooperman, Darrell Duffie, Stephan Luck, Zachry Wang, Yilin (David) Yang
December2022

Corporate credit lines are drawn more heavily when funding markets are more stressed. This covariance elevates expected bank funding costs. We show that credit supply is inefficiently dampened by the associated debt-overhang cost to bank…

Moral Hazard and the Value of Information: A Structural Approach

Jeremy Bertomeu, Kyle (Jaehoon) Jung, Iván Marinovic
December2022

Executive compensation contracts use information from markets and accounting to elicit efficient incentives. We structurally estimate the contribution of each performance to quantify the relative importance of price versus accounting. For…

Personalized Recommendations in EdTech: Evidence from a Randomized Controlled Trial

Keshav Agrawal, Susan Athey, Ayush Kanodia, Emil Palikot
December2022

We study the impact of personalized content recommendations on the usage of an educational app for children. In a randomized controlled trial, we show that the introduction of personalized recommendations increases the consumption of content in…

The Contribution of High-Skilled Immigrants to Innovation in the United States

Shai Bernstein, Rebecca Diamond, Abhisit Jiranaphawiboon, Timothy James McQuade, Beatriz Pousada
December2022

We characterize the contribution of immigrants to U.S. innovation, both through their direct productivity as well as through their indirect spillover effects on their native collaborators. To do so, we link patent records to a database containing…

Effective and Scalable Programs to Facilitate Labor Market Transitions for Women in Technology

Susan Athey, Emil Palikot
November182022

We describe the design, implementation, and evaluation of a low-cost and scalable program that supports women in Poland in transitioning into jobs in the information technology sector. This program, called “Challenges,” helps…

The Power of Public Confession: Mobilization and Reputation Effects of Disclosing Socially Irresponsible Performance

Lambert Zixin Li, Sarah A. Soule
November162022

A core assumption in the impression management literature is that organizations voluntarily disclose information about their positive social and environmental activities, policies, and performance in order to improve or maintain their reputation…

Data Tracking under Competition

Kostas Bimpikis, Daniela Saban
November102022

We explore the welfare implications of data-tracking technologies that enable firms to collect consumer data and use it for price discrimination. The model we develop centers around two features: competition between firms and consumers’ level of…

Cancel Culture and Social Learning

Iván Marinovic, Davide Cianciaruso, Ilan Guttman
November2022

We study social learning and information transmission in a sender-receiver game wherein senders may be attacked (“cancelled”) for challenging the status-quo beliefs. We find that cancellations (and self-censorship) don’t arise unless there is a…

Contextual Bandits in a Survey Experiment on Charitable Giving: Within-Experiment Outcomes versus Policy Learning

Susan Athey, Undral Byambadalai, Vitor Hadad, Sanath Kumar Krishnamurthy, Weiwen Leung, Joseph Jay Williams
November2022

We design and implement an adaptive experiment (a “contextual bandit”) to learn a targeted treatment assignment policy, where the goal is to use a participant’s survey responses to determine which charity to expose them to in a donation…

Emotion- Versus Reasoning-Based Drivers of Misinformation Sharing: A Field Experiment Using Text Message Courses in Kenya

Susan Athey, Matias Cersosimo, Kristine Koutout, Zelin Li
November2022

Two leading hypotheses for why individuals unintentionally share misinformation are that 1) they are unable to recognize that a post contains misinformation, and 2) they make impulsive, emotional sharing decisions without thinking about whether a…

Gender and Culture in Organizations: Perceptions, Beliefs and Experiences

Glenn R. Carroll, Lara Yang
November2022

Our efforts here represent an exploratory attempt to make some progress on developing a fuller understanding of gender and organizational culture. In doing so, we report on a wide-ranging survey we administered to a sample of full-time workers (…

How Abundant Are Reserves? Evidence from the Wholesale Payment System

Gara Afonso, Darrell Duffie, Lorenzo Rigon, Hyun Song Shin
November2022

Before the era of large central bank balance sheets, banks relied on incoming payments to fund outgoing payments in order to conserve scarce liquidity. Even in the era of large central bank balance sheets, rather than funding payments with…

IPOs and Corporate Tax Planning

Christine Dobridge, Rebecca Lester, Andrew Whitten
November2022

Does going public affect the amount and type of corporate tax planning? Using a panel of U.S. corporate tax return data from 1994 to 2018, we show that IPO completion is associated with the implementation of multinational income shifting…

Policy Learning with Adaptively Collected Data

Ruohan Zhan, Zhimei Ren, Susan Athey, Zhengyuan Zhou
November2022

Learning optimal policies from historical data enables the gains from personalization to be realized in a wide variety of applications. The growing policy learning literature focuses on a setting where the treatment assignment policy does not…

Smiles in Profiles: Improving Fairness and Efficiency Using Estimates of User Preferences in Online Marketplaces

Susan Athey, Dean Karlan, Emil Palikot, Yuan Yuan
November2022

Online platforms often face challenges being both fair (i.e., non-discriminatory) and efficient (i.e., maximizing revenue). Using computer vision algorithms and observational data from a microlending marketplace, we find that choices made by…