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  • 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... View Details
Keywords: Causal Inference; Program Evaluation; Algorithms; Distributional Average Treatment Effect; Treatment Effect Subset Scan; Heterogeneous Treatment Effects
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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.
  • March 2018
  • Article

How Context Affects Choice

By: Raphael Thomadsen, Robert P. Rooderkerk, On Amir, Neeraj Arora, Bryan Bollinger, Karsten Hansen, Leslie John, Wendy Liu, Aner Sela, Vishal Singh, K. Sudhir and Wendy Wood
Due to its origins in the literature on judgment and decision-making, context effects in marketing are construed exclusively in terms of how choices deviate from utility maximization principles as a function of how choices are presented (e.g., framing, sequence,... View Details
Keywords: Decision Making; Decision Choices and Conditions; Situation or Environment; Consumer Behavior
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Thomadsen, Raphael, Robert P. Rooderkerk, On Amir, Neeraj Arora, Bryan Bollinger, Karsten Hansen, Leslie John, Wendy Liu, Aner Sela, Vishal Singh, K. Sudhir, and Wendy Wood. "How Context Affects Choice." Special Issue on 2016 Choice Symposium. Customer Needs and Solutions 5, nos. 1-2 (March 2018): 3–14.
  • Article

Past, Present and Future Research on Multiple Identities: Toward an Intrapersonal Network Approach

By: Lakshmi Ramarajan
Psychologists, sociologists, and philosophers have long recognized that people have multiple identities—based on attributes such as organizational membership, profession, gender, ethnicity, religion, nationality, and family role(s) and that these multiple identities... View Details
Keywords: Networks; Research; Organizations; Identity
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Ramarajan, Lakshmi. "Past, Present and Future Research on Multiple Identities: Toward an Intrapersonal Network Approach." Academy of Management Annals 8 (2014): 589–659.
  • Forthcoming
  • Article

Non-Binary Gender Economics

By: Katherine B. Coffman, Lucas C. Coffman and Keith Marzilli Ericson
Economics research has largely overlooked non-binary individuals. We aim to jump-start the literature by providing data on several economically-important beliefs and preferences. Among many results, non-binary individuals report more gender-based discrimination and... View Details
Keywords: Inclusion; Gender; Prejudice and Bias; Personal Characteristics
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Coffman, Katherine B., Lucas C. Coffman, and Keith Marzilli Ericson. "Non-Binary Gender Economics." Journal of Political Economy Microeconomics (forthcoming).
  • Article

How Much Should We Trust Staggered Difference-In-Differences Estimates?

By: Andrew C. Baker, David F. Larcker and Charles C.Y. Wang
We explain when and how staggered difference-in-differences regression estimators, commonly applied to assess the impact of policy changes, are biased. These biases are likely to be relevant for a large portion of research settings in finance, accounting, and law that... View Details
Keywords: Difference In Differences; Staggered Difference-in-differences Designs; Generalized Difference-in-differences; Dynamic Treatment Effects; Mathematical Methods
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Baker, Andrew C., David F. Larcker, and Charles C.Y. Wang. "How Much Should We Trust Staggered Difference-In-Differences Estimates?" Journal of Financial Economics 144, no. 2 (May 2022): 370–395. (Editor's Choice, May 2022; Jensen Prize, First Place, June 2023.)
  • 2013
  • Working Paper

Asset Accumulation and Labor Force Participation of Disability Insurance Applicants

By: Pian Shu
Using panel data from the RAND Health and Retirement Study, I show that rejected applicants for Social Security Disability Insurance (SSDI) possess significantly more assets immediately prior to their application and exhibit lower labor force attachment than accepted... View Details
Keywords: Disability Insurance; Asset Accumulation; Labor Force Participation; Assets; Behavior; Employment; Insurance; Insurance Industry; United States
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Shu, Pian. "Asset Accumulation and Labor Force Participation of Disability Insurance Applicants." Harvard Business School Working Paper, No. 14-008, July 2013.
  • Article

Does the Law and Finance Hypothesis Pass the Test of History?

By: Aldo Musacchio and John D. Turner
For the body of work known as the law and finance literature, the development of financial markets and the concentration of ownership across countries is to a large extent the consequence of the legal system nations created or inherited decades or hundreds of years... View Details
Keywords: Finance; Business History; Financial Markets; Financial History; Business and Shareholder Relations; Law; Financial Services Industry; United States; United Kingdom; Brazil
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Musacchio, Aldo, and John D. Turner. "Does the Law and Finance Hypothesis Pass the Test of History?" Special Issue on Law and Finance: A Business History Perspective. Business History 55, no. 4 (June 2013): 524–542.
  • 2010
  • Working Paper

The Empire Struck Back: The Mexican Oil Expropriation of 1938 Reconsidered

By: Noel Maurer
The Mexican expropriation of 1938 was the first large-scale non-Communist expropriation of foreign-owned natural resource assets. The literature generally makes three assertions: the U.S. government did not fully back the companies, Mexico did not fully compensate them... View Details
Keywords: Non-Renewable Energy; Governance Controls; Business History; Ownership; Business and Government Relations; Natural Environment; Energy Industry; Mexico; United States
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Maurer, Noel. "The Empire Struck Back: The Mexican Oil Expropriation of 1938 Reconsidered." Harvard Business School Working Paper, No. 10-108, June 2010.
  • 04 Jan 2016
  • Working Paper Summaries

Understanding Conformity: An Experimental Investigation

Keywords: by B. Douglas Bernheim & Christine Exley
  • December 2018
  • Teaching Note

The Swedish Academy #MeToo Scandal and the Reputation of the Nobel Prize

By: Stephen A. Greyser and Mats Urde
A classroom guide to teaching the case, “The Swedish Academy #MeToo Scandal and the Reputation of the Nobel Prize” (HBS No. 5-919-410). A fictional case protagonist must present his evaluation to the Nobel Foundation of the scandal affecting one of the Nobel... View Details
Keywords: Nobel Prize; Swedish Academy; Scandal; Reputation; Brands and Branding; Crisis Management
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Greyser, Stephen A., and Mats Urde. "The Swedish Academy #MeToo Scandal and the Reputation of the Nobel Prize." Harvard Business School Teaching Note 919-410, December 2018.
  • Article

Bringing Probability Judgments into Policy Debates via Forecasting Tournaments

By: Philip E. Tetlock, Barbara A. Mellers and J. Peter Scoblic
Political debates often suffer from vague-verbiage predictions that make it difficult to assess accuracy and improve policy. A tournament sponsored by the U.S. intelligence community revealed ways in which forecasters can better use probability estimates to make... View Details
Keywords: Tournaments; Politics; Depolarization; Knowledge Creation; Forecasting and Prediction; Government and Politics
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Tetlock, Philip E., Barbara A. Mellers, and J. Peter Scoblic. "Bringing Probability Judgments into Policy Debates via Forecasting Tournaments." Science 355, no. 6324 (February 3, 2017): 481–483.
  • 2012
  • Chapter

Foreign Direct Investment and Growth

By: L. Alfaro and M. S. Johnson
This paper examines the evolution of the literature on the relationship between foreign direct investment (FDI) and growth in host countries, particularly developing countries. It provides a broad overview, with a focus on two elements that have recently become... View Details
Keywords: Economic Growth; Spillovers; Complementarity; Mechanism; Globalization; Foreign Direct Investment
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Alfaro, L., and M. S. Johnson. "Foreign Direct Investment and Growth." Chap. 20 in The Evidence and Impact of Financial Globalization, edited by Gerard Caprio, 299–309. Elsevier, 2012.
  • Article

Beyond Beta-Delta: The Emerging Economics of Personal Plans

By: John Beshears, Katherine L. Milkman and Joshua Schwartzstein
People make personal plans regarding whether, when, where, and how to undertake certain actions. We discuss three questions related to personal plans. First, what are the effects of plans on behavior? Second, when are plans formed? Third, how do plans deviate from... View Details
Keywords: Behavior; Planning
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Beshears, John, Katherine L. Milkman, and Joshua Schwartzstein. "Beyond Beta-Delta: The Emerging Economics of Personal Plans." American Economic Review: Papers and Proceedings 106, no. 5 (May 2016): 430–434.
  • 1997
  • Chapter

Discussion of "Microeconomic Policy, Technological Change, and Small Business" by Edwin Mansfield

By: Joshua Lerner
Edwin Mansfield’s thoughtful review of the literature on the economics of technological change raises a variety of interesting issues, far too many to address in a few pages. Consequently I will focus my discussion on the section that I found most challenging and... View Details
Keywords: Policy; Technological Innovation
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Lerner, Joshua. Discussion of "Microeconomic Policy, Technological Change, and Small Business" by Edwin Mansfield. In Technology and Growth: Proceedings of the 40th Economic Conference, edited by Jeffrey C. Fuhrer and Jane Sneddon Little, 208–213. Boston: Federal Reserve Bank of Boston, 1997.
  • May 1988
  • Background Note

Roles and Relationships of Business and Government

By: George C. Lodge
Synthesizes a wide range of literature and experience concerning comparative government-business relations, focusing especially on Japan, Europe, and the United States with some references to Brazil and Mexico. Designed for discussion in two consecutive class sessions.... View Details
Keywords: Economic Systems; Framework; Government and Politics; Mission and Purpose; Organizational Structure; Business and Government Relations; Mathematical Methods; System; Japan; Europe; Mexico; United States; Brazil
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Lodge, George C. "Roles and Relationships of Business and Government." Harvard Business School Background Note 388-159, May 1988.
  • 1997
  • Dictionary Entry

Incommensurable Values

By: Nien-he Hsieh
Values, such as liberty and equality, are sometimes said to be incommensurable in the sense that their value cannot be reduced to a common measure. The possibility of value incommensurability is thought to raise deep questions about practical reason and rational choice... View Details
Keywords: Measurement and Metrics; Values and Beliefs
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Hsieh, Nien-he. "Incommensurable Values." In Stanford Encyclopedia of Philosophy, edited by Edward N. Zalta. Stanford University, 1997. Electronic. (First published Mon Jul 23, 2007; substantive revision Wed Jul 14, 2021.)
  • 01 Dec 2014
  • Working Paper Summaries

Financing Innovation

Keywords: by William R. Kerr & Ramana Nanda
  • 28 Apr 2014
  • Working Paper Summaries

Payout Policy

Keywords: by Joan Farre-Mensa, Roni Michaely & Martin C. Schmalz
  • Article

Why Am I Seeing This Ad? The Effect of Ad Transparency on Ad Effectiveness

By: Tami Kim, Kate Barasz and Leslie K. John
Given the increasingly specific ways marketers can target ads, many consumers and regulators are demanding ad transparency: disclosure of how consumers’ personal information was used to generate ads. We investigate how and why ad transparency impacts ad effectiveness.... View Details
Keywords: Digital Marketing; Customization and Personalization; Information; Trust; Performance Effectiveness
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Kim, Tami, Kate Barasz, and Leslie K. John. "Why Am I Seeing This Ad? The Effect of Ad Transparency on Ad Effectiveness." Journal of Consumer Research 45, no. 5 (February 2019): 906–932.
  • 2017
  • Working Paper

A Historical Approach to Clustering in Emerging Economies

By: Valeria Giacomin
Clusters are defined as geographically concentrated agglomerations of specialized firms in a particular domain. The cluster concept in its broader meaning of industrial agglomeration has been the focus of longstanding debates in the social sciences. This working paper... View Details
Keywords: Industry Clusters; Research; Theory; Developing Countries and Economies; History; Analysis; Globalization
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Giacomin, Valeria. "A Historical Approach to Clustering in Emerging Economies." Harvard Business School Working Paper, No. 18-018, August 2017.
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