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- 2023
- Working Paper
The Limits of Algorithmic Measures of Race in Studies of Outcome Disparities
By: David S. Scharfstein and Sergey Chernenko
We show that the use of algorithms to predict race has significant limitations in measuring and understanding the sources of racial disparities in finance, economics, and other contexts. First, we derive theoretically the direction and magnitude of measurement bias in...
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Keywords:
Racial Disparity;
Paycheck Protection Program;
Measurement Error;
AI and Machine Learning;
Race;
Measurement and Metrics;
Equality and Inequality;
Prejudice and Bias;
Forecasting and Prediction;
Outcome or Result
Scharfstein, David S., and Sergey Chernenko. "The Limits of Algorithmic Measures of Race in Studies of Outcome Disparities." Working Paper, April 2023.
- April 27, 2022
- Article
Inequality in Researchers' Minds: Four Guiding Questions for Studying Subjective Perceptions of Economic Inequality
By: Jon M. Jachimowicz, Shai Davidai, Daniela Goya-Tocchetto, Barnabas Szaszi, Martin Day, Stephanie Tepper, L. Taylor Phillips, M. Usman Mirza, Nailya Ordabayeva and Oliver P. Hauser
Subjective perceptions of inequality can substantially influence policy attitudes, public health metrics, and societal well-being, but the lack of consensus in the scientific community on how to best operationalize and measure these perceptions may impede progress on...
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Jachimowicz, Jon M., Shai Davidai, Daniela Goya-Tocchetto, Barnabas Szaszi, Martin Day, Stephanie Tepper, L. Taylor Phillips, M. Usman Mirza, Nailya Ordabayeva, and Oliver P. Hauser. "Inequality in Researchers' Minds: Four Guiding Questions for Studying Subjective Perceptions of Economic Inequality." Journal of Economic Surveys (April 27, 2022).
- March 2022
- Article
How Much Does Your Boss Make? The Effects of Salary Comparisons
By: Zoë B. Cullen and Ricardo Perez-Truglia
The vast majority of the pay inequality in an organization comes from differences in pay between employees and their bosses. But are employees aware of these pay disparities? Are employees demotivated by this inequality? To address these questions, we conducted a...
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Keywords:
Salary;
Inequality;
Managers;
Career Concerns;
Pay Transparency;
Wages;
Equality and Inequality;
Perception;
Behavior
Cullen, Zoë B., and Ricardo Perez-Truglia. "How Much Does Your Boss Make? The Effects of Salary Comparisons." Journal of Political Economy 130, no. 3 (March 2022): 766–822.
- July 2021
- Article
Making Medications Stick: Improving Medication Adherence by Highlighting the Personal Health Costs of Non-compliance
By: Jon M. Jachimowicz, Joe J. Gladstone, Dan Berry, Charlotte L. Kirkdale, Tracey Thornley and Adam D. Galinsky
Poor compliance of prescription medication is an ongoing public health crisis. Nearly half of patients do not take their medication as prescribed, harming their own health while also increasing public health care costs. Despite these detrimental consequences, prior...
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Keywords:
Prescription Drugs;
Medication Adherence;
Personal Health Costs;
Health;
Behavior;
Motivation and Incentives;
Communication Strategy
Jachimowicz, Jon M., Joe J. Gladstone, Dan Berry, Charlotte L. Kirkdale, Tracey Thornley, and Adam D. Galinsky. "Making Medications Stick: Improving Medication Adherence by Highlighting the Personal Health Costs of Non-compliance." Behavioural Public Policy 5, no. 3 (July 2021): 396–416.
- June 2020
- Article
Start-up Inertia versus Flexibility: The Role of Founder Identity in a Nascent Industry
By: Tiona Zuzul and Mary Tripsas
Through an inductive, comparative study of four early entrants in the nascent air taxi market, we examine why start-ups, generally characterized as flexible, malleable entities, might instead exhibit inertial behavior. While two of the firms engaged in ongoing...
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Keywords:
Founder Identity;
Nascent Industries;
Entrepreneurship;
Organizational Change and Adaptation;
Identity
Zuzul, Tiona, and Mary Tripsas. "Start-up Inertia versus Flexibility: The Role of Founder Identity in a Nascent Industry." Administrative Science Quarterly 65, no. 2 (June 2020): 395–433.
- Article
Signing at the Beginning vs at the End Does Not Decrease Dishonesty
By: Ariella S. Kristal, A.V. Whillans, Max Bazerman, Francesca Gino, Lisa Shu, Nina Mazar and Dan Ariely
Honest reporting is essential for society to function well. However, people frequently lie when asked to provide information, such as misrepresenting their income to save money on taxes. A landmark finding published in PNAS (Shu, Mazar, Gino, Ariely, and Bazerman,...
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Kristal, Ariella S., A.V. Whillans, Max Bazerman, Francesca Gino, Lisa Shu, Nina Mazar, and Dan Ariely. "Signing at the Beginning vs at the End Does Not Decrease Dishonesty." Proceedings of the National Academy of Sciences 117, no. 13 (March 31, 2020): 7103–7107.
- November 9, 2019
- Article
Effect of Revealing Authors' Conflicts of Interests in Peer Review: Randomized Controlled Trial
By: Leslie K. John, George Loewenstein, Andrew Marder and Michael Callaham
Objective: To assess the impact of disclosing authors’ conflict of interest declarations to peer reviewers at a medical journal.
Design: Randomised controlled trial.
Setting: The study was conducted within the manuscript review process at the... View Details
Design: Randomised controlled trial.
Setting: The study was conducted within the manuscript review process at the... View Details
Keywords:
Conflicts Of Interest;
Peer Review;
Randomized Controlled Trial;
Scientific Publication;
Conflict of Interests;
Journals and Magazines;
Science
John, Leslie K., George Loewenstein, Andrew Marder, and Michael Callaham. "Effect of Revealing Authors' Conflicts of Interests in Peer Review: Randomized Controlled Trial." BMJ: British Medical Journal 367, no. 8221 (November 9, 2019).
- 2018
- Chapter
New Prospects for Organizational Democracy?: How the Joint Pursuit of Social and Financial Goals Challenges Traditional Organizational Designs
By: Julie Battilana, Michael Fuerstein and Michael Lee
For an extended period during the first half of the 20th century, industrial democracy was a vibrant movement, with ideological and organizational ties to a thriving unionism. In 2015, however, things look different. While there are instances of democracy in the...
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Battilana, Julie, Michael Fuerstein, and Michael Lee. "New Prospects for Organizational Democracy? How the Joint Pursuit of Social and Financial Goals Challenges Traditional Organizational Designs." In Capitalism Beyond Mutuality? Perspectives Integrating Philosophy and Social Science, edited by Subramanian Rangan, 256–288. Oxford, UK: Oxford University Press, 2018.
- Article
Performance Effects of Setting a High Reference Point for Peer‐Performance Comparison
By: Henry Eyring and V.G. Narayanan
We conduct a field experiment, based on a registered report accepted by the Journal of Accounting Research, to test performance effects of setting a high reference point for peer‐performance comparison. Relative to providing the median as a reference point for...
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Keywords:
Relative Performance Evaluation;
Reference Points;
Social Comparison;
Field Experiment;
Performance;
Performance Evaluation;
Education
Eyring, Henry, and V.G. Narayanan. "Performance Effects of Setting a High Reference Point for Peer‐Performance Comparison." Journal of Accounting Research 56, no. 2 (May 2018): 581–615.
- 2018
- Working Paper
Backhanded Compliments: How Negative Comparisons Undermine Flattery
By: Ovul Sezer, Alison Wood Brooks and Michael I. Norton
Seven studies (N = 2352) examine backhanded compliments—seeming praise that draws a comparison with a negative standard—a distinct self-presentation strategy with two simultaneous goals: eliciting liking (“Your speech was good…”) and conveying status (“…for a woman”)....
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Keywords:
Backhanded Compliments;
Self-presentation;
Impression Management;
Interpersonal Perception;
Liking;
Status;
Image Concern;
Interpersonal Communication;
Status and Position;
Perception;
Motivation and Incentives
Sezer, Ovul, Alison Wood Brooks, and Michael I. Norton. "Backhanded Compliments: How Negative Comparisons Undermine Flattery." Harvard Business School Working Paper, No. 18-082, February 2018.
- November 2017 (Revised June 2019)
- Case
Measuring True Value at Ambuja Cement
By: V. Kasturi Rangan, Suraj Srinivasan and Namrata Arora
The case discusses the measurement of social and environmental impact at Ambuja Cements, one of India’s leading cement companies. Ambuja is a leader in CSR activities and is attempting to quantify its impact, both positive and negative, using the “True Value” framework...
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Keywords:
Corporate Social Responsibility and Impact;
Environmental Sustainability;
Value;
Measurement and Metrics;
Framework;
Cost vs Benefits
Rangan, V. Kasturi, Suraj Srinivasan, and Namrata Arora. "Measuring True Value at Ambuja Cement." Harvard Business School Case 518-063, November 2017. (Revised June 2019.)
- 2016
- Chapter
Envy and Interpersonal Corruption: Social Comparison Processes and Unethical Behavior in Organizations
By: Julia J. Lee and Francesca Gino
Book Abstract: Competition for resources, recognition, and favorable outcomes are all facts of life in professional settings. When one falls short in comparison to colleagues or subordinates, feelings of envy may arise. Fueled by inferiority, hostility, and resentment,...
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Lee, Julia J., and Francesca Gino. "Envy and Interpersonal Corruption: Social Comparison Processes and Unethical Behavior in Organizations." In Envy at Work and in Organizations, edited by Richard H. Smith, Ugo Merlone, and Michelle K. Duffy, 347–372. New York: Oxford University Press, 2016.
- Article
The Effect of Providing Peer Information on Retirement Savings Decisions
By: John Beshears, James J. Choi, David Laibson, Brigitte C. Madrian and Katherine L. Milkman
Using a field experiment in a 401(k) plan, we measure the effect of disseminating information about peer behavior on savings. Low-saving employees received simplified plan enrollment or contribution increase forms. A randomized subset of forms stated the fraction of...
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Beshears, John, James J. Choi, David Laibson, Brigitte C. Madrian, and Katherine L. Milkman. "The Effect of Providing Peer Information on Retirement Savings Decisions." Journal of Finance 70, no. 3 (June 2015): 1161–1201.
- 2014
- Book
Consumer Lending in France and America: Credit and Welfare
By: Gunnar Trumbull
Why did America embrace consumer credit over the course of the twentieth century, when most other countries did not? How did American policy makers by the late twentieth century come to believe that more credit would make even poor families better off? This book traces...
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Trumbull, Gunnar. Consumer Lending in France and America: Credit and Welfare. New York: Cambridge University Press, 2014.
- March 2014
- Article
Cheating More for Less: Upward Social Comparisons Motivate the Poorly Compensated to Cheat
By: Leslie K. John, George Loewenstein and Scott Rick
Intuitively, people should cheat more when cheating is more lucrative, but we find that the effect of performance-based pay rates on dishonesty depends on how readily people can compare their pay rate to that of others. In Experiment 1, participants were paid 5 cents...
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Keywords:
Dishonesty;
Social Comparison;
Pay Secrecy;
Motivation and Incentives;
Fairness;
Decision Making;
Compensation and Benefits
John, Leslie K., George Loewenstein, and Scott Rick. "Cheating More for Less: Upward Social Comparisons Motivate the Poorly Compensated to Cheat." Special Issue on Behavioral Ethics. Organizational Behavior and Human Decision Processes 123, no. 2 (March 2014): 101–109.
- September 2013
- Article
Prizes, Publicity, and Patents: Non-Monetary Awards as a Mechanism to Encourage Innovation
By: Petra Moser and Tom Nicholas
This paper exploits the selection of prize-winning technologies among exhibitors at the Crystal Palace Exhibition in 1851 to examine whether—and how—ex post prizes that are awarded to high-quality innovations may encourage future innovation. U.S. patent data...
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Moser, Petra, and Tom Nicholas. "Prizes, Publicity, and Patents: Non-Monetary Awards as a Mechanism to Encourage Innovation." Journal of Industrial Economics 61, no. 3 (September 2013): 763–788.
- Article
Credit Access and Social Welfare: The Rise of Consumer Lending in the United States and France
By: Gunnar Trumbull
Research into the causes of the 2008 financial crisis has drawn attention to a link between growing income inequality in the United States and high household indebtedness. Most accounts trace the U.S. idea of credit-as-welfare to the period of wage stagnation and...
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Keywords:
Household Finance;
Welfare State;
Credit;
Personal Finance;
Welfare;
Borrowing and Debt;
France;
United States
Trumbull, Gunnar. "Credit Access and Social Welfare: The Rise of Consumer Lending in the United States and France." Politics & Society 40, no. 1 (March 2012).
- 2012
- Working Paper
Author-Level Eigenfactor Metrics: Evaluating the Influence of Authors, Institutions and Countries within the SSRN community
By: Jevin D. West, Michael C. Jensen, Ralph J. Dandrea, Gregg Gordon and Carl T. Bergstrom
In this paper, we show how the Eigenfactor® score, originally designed for ranking scholarly journals, can be adapted to rank the scholarly output of authors, institutions, and countries based on author-level citation data. Using the methods described herein, we...
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Keywords:
Body of Literature;
Measurement and Metrics;
Networks;
Rank and Position;
Research;
Motivation and Incentives
West, Jevin D., Michael C. Jensen, Ralph J. Dandrea, Gregg Gordon, and Carl T. Bergstrom. "Author-Level Eigenfactor Metrics: Evaluating the Influence of Authors, Institutions and Countries within the SSRN community." Harvard Business School Working Paper, No. 12-068, February 2012.
- 2010
- Working Paper
Will I Stay or Will I Go?: Cooperative and Competitive Effects of Workgroup Sex and Race Composition on Turnover
By: Kathleen L. McGinn and Katherine L Milkman
We develop an integrated theory of the social identity mechanisms linking workgroup sex and race composition across levels with individual turnover. Building on social identity research, we theorize that social cohesion (Tyler, 1999; Hogg and Terry, 2000) and social...
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Keywords:
Competition;
Ethnicity;
Race;
Groups and Teams;
Identity;
Resignation and Termination;
Gender;
Cooperation
McGinn, Kathleen L., and Katherine L Milkman. "Will I Stay or Will I Go? Cooperative and Competitive Effects of Workgroup Sex and Race Composition on Turnover." Harvard Business School Working Paper, No. 10-066, February 2010.
- September 2009 (Revised May 2011)
- Supplement
Acumen Fund: Measurement in Impact Investing (B)
By: Alnoor Ebrahim and V. Kasturi Rangan
As Acumen Fund, a global venture philanthropy firm, moves forward with an investment portfolio exceeding $22 million, it runs into two critical measurement problems. First, how should it track the performance of each investment when its interest is not just the bottom...
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Keywords:
Venture Capital;
Investment Portfolio;
Philanthropy and Charitable Giving;
Standards;
Corporate Social Responsibility and Impact;
Performance Evaluation;
Social Enterprise;
Competition;
Financial Services Industry;
Kenya
Ebrahim, Alnoor, and V. Kasturi Rangan. "Acumen Fund: Measurement in Impact Investing (B)." Harvard Business School Supplement 310-017, September 2009. (Revised May 2011.)