Publications

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Program Requirements - Doctoral

Methods in Corporate Finance (HBS 4220) Matched Sampling and Study Design (Stat 240); (Stat 140 or Econ 1127 are strongly recommended as prerequisites) Design of Field Research Methods (HBS 4070) Experimental Methods (HBS 4435) Additional... View Details

17 Dec 2013
First Look

First Look: December 17

as an imperial power. Publisher's link: http://press.princeton.edu/titles/9952.html August 2013 American Economic Review Household Bargaining and Excess Fertility: An Experimental Study in Zambia By: Ashraf, Nava, Erica Field, and Jean... View Details

Keywords: Carmen Nobel

December 2024
Article

Public Attitudes on Performance for Algorithmic and Human Decision-Makers

By: Kirk Bansak and Elisabeth Paulson

This study explores public preferences for algorithmic and human decision-makers (DMs) in high-stakes contexts, how these preferences are shaped by performance metrics, and whether public evaluations of performance differ depending on the type of DM. Leveraging a... View Details

Keywords: Public Opinion; Prejudice and Bias; Decision Making

2023
Working Paper

The Complexity of Economic Decisions

By: Xavier Gabaix and Thomas Graeber

We propose a theory of the complexity of economic decisions. Leveraging a macroeconomic framework of production functions, we conceptualize the mind as a cognitive economy, where a task’s complexity is determined by its composition of cognitive operations. Complexity... View Details

Keywords: Decisions; Complexity; Perception; Consumer Behavior; Production

January 2024
Article

Investing with the Government: A Field Experiment in China

By: Emanuele Colonnelli, Bo Li and Ernest Liu

We study the demand for government participation in China’s venture capital and private equity market. We conduct a large-scale, non-deceptive field experiment in collaboration with the leading industry service provider, through which we survey both capital investors... View Details

Keywords: Venture Capital; Private Equity; Business and Government Relations; Entrepreneurship; China

2023
Article

On the Impact of Actionable Explanations on Social Segregation

By: Ruijiang Gao and Himabindu Lakkaraju

As predictive models seep into several real-world applications, it has become critical to ensure that individuals who are negatively impacted by the outcomes of these models are provided with a means for recourse. To this end, there has been a growing body of research... View Details

Keywords: Forecasting and Prediction; AI and Machine Learning; Outcome or Result

February 2022
Article

OMG! My Boss Just Friended Me: How Evaluations of Colleagues' Disclosure, Gender, and Rank Shape Personal/Professional Boundary Blurring Online

By: Nancy Rothbard, Lakshmi Ramarajan, Ariane Ollier-Malaterre and Serenity Lee

We propose and test a relational boundary-blurring framework, examining how employees’ evaluations of colleagues’ characteristics drive their decisions to connect with colleagues as friends online. We use a multi-method approach across four studies to investigate how... View Details

Keywords: Self-disclosure; Relationships; Employees; Internet and the Web; Boundaries

Article

Heuristics Guide the Implementation of Social Preferences in One-Shot Prisoner's Dilemma Experiments

By: Jillian J. Jordan, Valerio Capraro and David G. Rand

Cooperation in one-shot anonymous interactions is a widely documented aspect of human behavior. Here we shed light on the motivations behind this behavior by experimentally exploring cooperation in a one-shot continuous-strategy Prisoner’s Dilemma (i.e. one-shot... View Details

Keywords: Human Behavior; Social Evolution; Behavior; Cooperation; Decision Making; Game Theory

Article

The Similarity Heuristic

By: Daniel Read and Yael Grushka-Cockayne

Decision makers often make snap judgments using fast‐and‐frugal decision rules called cognitive heuristics. Research into cognitive heuristics has been divided into two camps. One camp has emphasized the limitations and biases produced by the heuristics; another has... View Details

Keywords: Heuristics And Biases; Fast-and-frugal Heuristics; Similarity; Representative Design

Article

Gender Bias, Social Impact Framing, and Evaluation of Entrepreneurial Ventures

By: Matthew Lee and Laura Huang

Recent studies find that female-led ventures are penalized relative to male-led ventures due to role incongruity, or a perceived “lack of fit,” between female stereotypes and expected personal qualities of business entrepreneurs. We examine whether social impact... View Details

Keywords: Entrepreneurship; Gender; Prejudice and Bias; Framework; Perception; Performance Evaluation

April 2018
Article

Compromised Ethics in Hiring Processes? How Referrers' Power Affects Employees' Reactions to Referral Practices

By: Rellie Derfler-Rozin, Bradford Baker and F. Gino

In this paper, we explore referral-based hiring practices and show how a referrer’s power (relative to the hiring manager) influences other organizational members’ support (or lack thereof) for who is hired through perceptions of the hiring manager’s motives and... View Details

Keywords: Selection and Staffing; Ethics; Perception

March 2016 (Revised February 2023)
Teaching Note

Advertising Experiments at RestaurantGrades

By: Michael Luca, Weijia Dai and Hyunjin Kim

Advertising Experiments at RestaurantGrades is an exercise in which students are asked to analyze and make a recommendation on the basis of simulated experimental data. The setting is a hypothetical restaurant review company called RestaurantGrades (RG), which shows... View Details

Keywords: Advertising Campaigns; Marketing; Digital Marketing; Analysis; Performance Effectiveness

Research Summary

"How Social Networks Moderate Loss Aversion"

The literature on consumers’ relationships with their brands emphasizes that, when people form relationships with brands that mirror their social relationships, the norms of social relationships are used as guiding principles in their interactions with... View Details

07 Apr 2011
Working Paper Summaries

The Consequences of Financial Innovation: A Counterfactual Research Agenda

Keywords: by Josh Lerner & Peter Tufano

2023
Working Paper

In-Context Unlearning: Language Models as Few Shot Unlearners

By: Martin Pawelczyk, Seth Neel and Himabindu Lakkaraju

Machine unlearning, the study of efficiently removing the impact of specific training points on the trained model, has garnered increased attention of late, driven by the need to comply with privacy regulations like the Right to be Forgotten. Although unlearning is... View Details

Keywords: AI and Machine Learning; Copyright; Information