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All HBS Web
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- Faculty Publications (119)
- 2023
- Working Paper
Efficient Discovery of Heterogeneous Quantile Treatment Effects in Randomized Experiments via Anomalous Pattern Detection
By: Edward McFowland III, Sriram Somanchi and Daniel B. Neill
In the recent literature on estimating heterogeneous treatment effects, each proposed method makes its own set of restrictive assumptions about the intervention’s effects and which subpopulations to explicitly estimate. Moreover, the majority of the literature provides...
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Keywords:
Causal Inference;
Program Evaluation;
Algorithms;
Distributional Average Treatment Effect;
Treatment Effect Subset Scan;
Heterogeneous Treatment Effects
McFowland III, Edward, Sriram Somanchi, and Daniel B. Neill. "Efficient Discovery of Heterogeneous Quantile Treatment Effects in Randomized Experiments via Anomalous Pattern Detection." Working Paper, 2023.
- 2018
- Conference Presentation
Learning to Recognize Objects Provides Category-orthogonal Features for Social Inference and Moral Judgment
By: J. De Freitas, A. Hafri, G. A. Alvarez and D. L. K. Yamins
De Freitas, J., A. Hafri, G. A. Alvarez, and D. L. K. Yamins. "Learning to Recognize Objects Provides Category-orthogonal Features for Social Inference and Moral Judgment." Paper presented at the Society for Philosophy and Psychology Annual Meeting, Ann Arbor, MI, United States, 2018.
- Article
Your Visual System Provides All the Information You Need to Make Moral Judgments about Generic Visual Events
By: Julian De Freitas and George A. Alvarez
To what extent are people's moral judgments susceptible to subtle factors of which they are unaware? Here we show that we can change people’s moral judgments outside of their awareness by subtly biasing perceived causality. Specifically, we used subtle visual...
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De Freitas, Julian, and George A. Alvarez. "Your Visual System Provides All the Information You Need to Make Moral Judgments about Generic Visual Events." Cognition 178 (September 2018): 133–146.
- December 2017
- Article
Discordant vs. Harmonious Selves: The Effects of Identity Conflict and Enhancement on Sales Performance in Employee-Customer Interactions
By: Lakshmi Ramarajan, Nancy Rothbard and Steffanie Wilk
Across multiple studies, we examine how identity conflict and enhancement within people affect performance in tasks that involve interactions between people through two mechanisms: role-immersion, operationalized as intrinsic motivation, and role-taking,...
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Ramarajan, Lakshmi, Nancy Rothbard, and Steffanie Wilk. "Discordant vs. Harmonious Selves: The Effects of Identity Conflict and Enhancement on Sales Performance in Employee-Customer Interactions." Academy of Management Journal 60, no. 6 (December 2017): 2208–2238.
- Article
The Career Effects of Scandal: Evidence from Scientific Retractions
By: Pierre Azoulay, Alessandro Bonatti and Joshua Lev Krieger
We investigate how the scientific community's perception of a scientist's prior work changes when one of his articles is retracted. Relative to non-retracted control authors, faculty members who experience a retraction see the citation rate to their earlier,...
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Azoulay, Pierre, Alessandro Bonatti, and Joshua Lev Krieger. "The Career Effects of Scandal: Evidence from Scientific Retractions." Research Policy 46, no. 9 (November 2017).
- October 2017
- Article
The Size of the LGBT Population and the Magnitude of Anti-Gay Sentiment Are Substantially Underestimated
By: Katherine Baldiga Coffman, Lucas C. Coffman and Keith M. Marzilli Ericson
We demonstrate that widely used measures of anti-gay sentiment and the size of the LGBT population are misestimated, likely substantially. In a series of online experiments using a large and diverse but non-representative sample, we compare estimates from the standard...
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Keywords:
LGBTQ;
Social Trends & Culture;
Economic Theory;
Prejudice;
Prejudice and Bias;
Diversity;
Economics;
Demographics
Coffman, Katherine Baldiga, Lucas C. Coffman, and Keith M. Marzilli Ericson. "The Size of the LGBT Population and the Magnitude of Anti-Gay Sentiment Are Substantially Underestimated." Management Science 63, no. 10 (October 2017): 3168–3186.
- November 2017
- Comment
Discussion: Do Common Inherited Beliefs and Values Influence CEO Pay?
By: Lauren Cohen
The origin of preferences is something we know strikingly little about in economics. Given the central importance of preferences, we have not invested nearly the time we should into this concept. And so, as an overarching research direction, I am heartened by the push...
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Cohen, Lauren. "Discussion: Do Common Inherited Beliefs and Values Influence CEO Pay?" Journal of Accounting & Economics 64, nos. 2-3 (November 2017): 368–370.
- August 2017
- Article
Is the SEC Captured? Evidence from Comment-Letter Reviews
By: Jonas Heese, Mozaffar Khan and Karthik Ramanna
SEC oversight of publicly listed firms ranges from comment letter (CL) reviews of firms’ reporting compliance to pursuing enforcement actions against violators. Prior literature finds that firm political connections (PC) negatively predict enforcement actions,...
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Keywords:
Comment Letters;
Political Connections;
Regulatory Capture;
SEC Enforcement;
Government Administration;
Business and Government Relations;
Government and Politics
Heese, Jonas, Mozaffar Khan, and Karthik Ramanna. "Is the SEC Captured? Evidence from Comment-Letter Reviews." Journal of Accounting & Economics 64, no. 1 (August 2017). (Revised June 2017.)
- 2017
- Working Paper
The Right Mix: Angels, Venture Capitalists, and the Assembly of Entrepreneurial Resources
By: Benjamin Hallen and Rory McDonald
New ventures rely on external relationships for capital, knowledge, and networks. We examine how ventures assemble these resources—and whether they are all accessible from the same sources—in relationships with two types of investors: venture capital firms and angels....
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- August 2016
- Article
The Role of (Dis)similarity in (Mis)predicting Others' Preferences
By: Kate Barasz, Tami Kim and Leslie K. John
Consumers readily indicate liking options that appear dissimilar—for example, enjoying both rustic lake vacations and chic city vacations or liking both scholarly documentary films and action-packed thrillers. However, when predicting other consumers’ tastes for the...
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Keywords:
Perceived Similarity;
Prediction Error;
Preference Prediction;
Self-other Difference;
Social Inference;
Cognition and Thinking;
Perception;
Forecasting and Prediction
Barasz, Kate, Tami Kim, and Leslie K. John. "The Role of (Dis)similarity in (Mis)predicting Others' Preferences." Journal of Marketing Research (JMR) 53, no. 4 (August 2016): 597–607.
- 2016
- Article
Recursive Mentalizing and Common Knowledge in the Bystander Effect
By: Kyle A. Thomas, Julian De Freitas, Peter DiScioli and Steven Pinker
The more potential helpers there are, the less likely any individual is to help. A traditional explanation
for this bystander effect is that responsibility diffuses across the multiple bystanders, diluting the responsibility of each. We investigate an...
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Keywords:
Bystander Effect;
Diffusion Of Responsibility;
Volunteer's Dilemma;
Common Knowledge;
Theory Of Mind;
Behavior;
Theory
Thomas, Kyle A., Julian De Freitas, Peter DiScioli, and Steven Pinker. "Recursive Mentalizing and Common Knowledge in the Bystander Effect." Journal of Experimental Psychology: General 145, no. 5 (2016): 621–629.
- March 2016 (Revised March 2022)
- Teaching Note
Evive Health and Workplace Influenza Vaccinations
By: John Beshears
Evive Health is a company that manages communication campaigns on behalf of health insurance plans and large employers. Using big data techniques and insights from behavioral economics, Evive deploys targeted and effective messages that improve individuals' health...
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Keywords:
Vaccination;
Influenza;
Flu Shot;
Preventive Care;
Health Care;
Behavioral Economics;
Choice Architecture;
Nudge;
Experimental Design;
Randomized Controlled Trial;
RCT;
Causal Inference;
Health Care and Treatment;
Insurance;
Health;
Consumer Behavior;
Health Testing and Trials;
Communication Strategy;
Insurance Industry;
Health Industry
- March 2016
- Case
Evive Health and Workplace Influenza Vaccinations
By: John Beshears
Evive Health is a company that manages communication campaigns on behalf of health insurance plans and large employers. Using big data techniques and insights from behavioral economics, Evive deploys targeted and effective messages that improve individuals' health...
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Keywords:
Vaccination;
Influenza;
Flu Shot;
Preventive Care;
Health Care;
Behavioral Economics;
Choice Architecture;
Nudge;
Experimental Design;
Randomized Controlled Trial;
RCT;
Causal Inference;
Consumer Behavior;
Health Care and Treatment;
Health Testing and Trials;
Communication Strategy;
Health Industry
Beshears, John. "Evive Health and Workplace Influenza Vaccinations." Harvard Business School Case 916-044, March 2016.
- February 2016
- Article
After The Break-Up: The Relational and Reputational Consequences of Withdrawals from Venture Capital Syndicates
By: Pavel Zhelyazkov and Ranjay Gulati
Traditional research has long treated reputation as an egocentric attribute, typically described as an intangible asset directly shaped by the focal actor's track record. We argue, however, that reputation is dyadic: that an actor can have different reputations with...
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Zhelyazkov, Pavel, and Ranjay Gulati. "After The Break-Up: The Relational and Reputational Consequences of Withdrawals from Venture Capital Syndicates." Academy of Management Journal 59, no. 1 (February 2016): 277–301.
- 2016
- Working Paper
Paying (for) Attention: The Impact of Information Processing Costs on Bayesian Inference
By: Scott Duke Kominers, Xiaosheng Mu and Alexander Peysakhovich
Human information processing is often modeled as costless Bayesian inference.
However, research in psychology shows that attention is a computationally costly and potentially limited resource. We study a Bayesian individual for whom computing posterior beliefs is...
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Kominers, Scott Duke, Xiaosheng Mu, and Alexander Peysakhovich. "Paying (for) Attention: The Impact of Information Processing Costs on Bayesian Inference." Working Paper, February 2016.
- February 2016
- Article
Positive and Normative Judgments Implicit in U.S. Tax Policy, and the Costs of Unequal Growth and Recessions
By: Benjamin B. Lockwood and Matthew Weinzierl
Calculating the welfare implications of changes to economic policy or shocks to the economy requires economists to decide on a normative criterion. One way to make that decision is to elicit the relevant moral criteria from real-world policy choices, converting a...
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Lockwood, Benjamin B., and Matthew Weinzierl. "Positive and Normative Judgments Implicit in U.S. Tax Policy, and the Costs of Unequal Growth and Recessions." Journal of Monetary Economics 77 (February 2016): 30–47. (Also Harvard Business School Working Paper, No. 14-119, June 2014.)
- Article
The Cost of Capital for Alternative Investments
By: Jakub W. Jurek and Erik Stafford
Traditional risk factor models indicate that hedge funds capture pre-fee alphas of 6% to 10% per annum over the period from 1996 to 2012. At the same time, the hedge fund return series is not reliably distinguishable from the returns of mechanical S&P 500 put-writing...
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Keywords:
Hedge Funds;
Required Returns;
Downside Risk;
Index Options;
Investment Funds;
Cost of Capital;
Investment Return;
Risk and Uncertainty;
Financial Services Industry
Jurek, Jakub W., and Erik Stafford. "The Cost of Capital for Alternative Investments." Journal of Finance 70, no. 5 (October 2015): 2185–2226.
- May 2015
- Article
Admitting Mistakes: Home Country Effect on the Reliability of Restatement Reporting
By: Suraj Srinivasan, Aida Sijamic Wahid and Gwen Yu
We study the frequency of restatements by foreign firms listed on U.S. exchanges. We find that the restatement rate of U.S. listed foreign firms is significantly lower than that of comparable U.S. firms and that the difference depends on the firm's home country...
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Keywords:
Accounting Restatements;
Home Country Enforcement;
Earnings Management;
Globalized Firms and Management;
Law;
Financial Reporting;
Financial Markets;
Cross-Cultural and Cross-Border Issues
Srinivasan, Suraj, Aida Sijamic Wahid, and Gwen Yu. "Admitting Mistakes: Home Country Effect on the Reliability of Restatement Reporting." Accounting Review 90, no. 3 (May 2015): 1201–1240.
- April 2015
- Article
Anxious and Egocentric: How Specific Emotions Influence Perspective Taking
By: Andrew R. Todd, Matthias Forstmann, Pascal Burgmer, Alison Wood Brooks and Adam D. Galinsky
People frequently feel anxious. Although prior research has extensively studied how feeling anxious shapes intrapsychic aspects of cognition, much less is known about how anxiety affects interpersonal aspects of cognition. Here, we examine the influence of incidental...
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Keywords:
Anxiety;
Egocentrism;
Emotion;
Perspective Taking;
Risk and Uncertainty;
Perspective;
Emotions
Todd, Andrew R., Matthias Forstmann, Pascal Burgmer, Alison Wood Brooks, and Adam D. Galinsky. "Anxious and Egocentric: How Specific Emotions Influence Perspective Taking." Journal of Experimental Psychology: General 144, no. 2 (April 2015): 374–391.
- October 2014
- Article
Industrial Policy and the Creation of New Industries: Evidence from Brazil's Bioethanol Industry
By: Santiago Mingo and Tarun Khanna
Industrial policy programs are frequently used by governments to stimulate economic activity in particular sectors of the economy. This study explores how an industrial policy program can affect the creation and evolution of an industry and, ultimately, the long-term...
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Keywords:
Economic Sectors;
Policy;
Economic Growth;
Government and Politics;
Energy Sources;
Green Technology Industry;
Energy Industry;
Brazil
Mingo, Santiago, and Tarun Khanna. "Industrial Policy and the Creation of New Industries: Evidence from Brazil's Bioethanol Industry." Industrial and Corporate Change 23, no. 5 (October 2014): 1229–1260.