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  • All HBS Web  (48)
    • News  (2)
    • Research  (40)
  • Faculty Publications  (17)

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  • All HBS Web  (48)
    • News  (2)
    • Research  (40)
  • Faculty Publications  (17)
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  • 2023
  • Article

Estimating Causal Peer Influence in Homophilous Social Networks by Inferring Latent Locations.

By: Edward McFowland III and Cosma Rohilla Shalizi
Social influence cannot be identified from purely observational data on social networks, because such influence is generically confounded with latent homophily, that is, with a node’s network partners being informative about the node’s attributes and therefore its... View Details
Keywords: Causal Inference; Homophily; Social Networks; Peer Influence; Social and Collaborative Networks; Power and Influence; Mathematical Methods
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McFowland III, Edward, and Cosma Rohilla Shalizi. "Estimating Causal Peer Influence in Homophilous Social Networks by Inferring Latent Locations." Journal of the American Statistical Association 118, no. 541 (2023): 707–718.
  • May 2024
  • Article

Relational Attributions for One’s Own Resilience Predict Compassion for Others

By: Rachel Ruttan, Ting Zhang, Sivahn Barli and Katherine DeCelles
Existing work on attribution theory distinguishes between external and internal attributions (i.e., “I overcame adversity due to luck” vs. “my own effort”). We introduce the construct of relational resilience attributions (i.e., “due to help from other people”) as a... View Details
Keywords: Personal Characteristics; Forecasting and Prediction; Attitudes; Behavior
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Ruttan, Rachel, Ting Zhang, Sivahn Barli, and Katherine DeCelles. "Relational Attributions for One’s Own Resilience Predict Compassion for Others." Journal of Personality and Social Psychology 126, no. 5 (May 2024): 818–840.
  • Article

Optimality Bias in Moral Judgment

By: Julian De Freitas and Samuel G.B. Johnson
We often make decisions with incomplete knowledge of their consequences. Might people nonetheless expect others to make optimal choices, despite this ignorance? Here, we show that people are sensitive to moral optimality: that people hold moral agents accountable... View Details
Keywords: Moral Judgment; Lay Decision Theory; Theory Of Mind; Causal Attribution; Moral Sensibility; Decision Making
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De Freitas, Julian, and Samuel G.B. Johnson. "Optimality Bias in Moral Judgment." Journal of Experimental Social Psychology 79 (November 2018): 149–163.
  • April 2019
  • Article

Shooting the Messenger

By: Leslie John, Hayley Blunden and Heidi Liu
Eleven experiments provide evidence that people have a tendency to “shoot the messenger,” deeming innocent bearers of bad news unlikeable. In a preregistered lab experiment, participants rated messengers who delivered bad news from a random drawing as relatively... View Details
Keywords: Judgment; Communication; Sense-making; Attribution; Disclosure; Interpersonal Communication; Perception; Judgments; Motivation and Incentives
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John, Leslie, Hayley Blunden, and Heidi Liu. "Shooting the Messenger." Journal of Experimental Psychology: General 148, no. 4 (April 2019): 644–666.
  • 2022
  • Working Paper

Product2Vec: Leveraging Representation Learning to Model Consumer Product Choice in Large Assortments

By: Fanglin Chen, Xiao Liu, Davide Proserpio and Isamar Troncoso
We propose a method, Product2Vec, based on representation learning, that can automatically learn latent product attributes that drive consumer choices, to study product-level competition when the number of products is large. We demonstrate Product2Vec’s... View Details
Keywords: Consumer Choice; Consumer Behavior; Competition; Product Marketing
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Chen, Fanglin, Xiao Liu, Davide Proserpio, and Isamar Troncoso. "Product2Vec: Leveraging Representation Learning to Model Consumer Product Choice in Large Assortments." NYU Stern School of Business Research Paper Series, July 2022.
  • 1982
  • Article

When Self-Descriptions Contradict Behavior: Actions do Speak Louder than Words

By: T. M. Amabile and L. Kabat
Subjects viewed two videotapes, one depicting a stimulus person's self-description and the other depicting that person's behavior in a conversation, according to a four-way factorial design personality descriptor used in the self-description ("introvert" or... View Details
Keywords: Behavior; Perception; Cognition and Thinking; Judgments
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Amabile, T. M., and L. Kabat. "When Self-Descriptions Contradict Behavior: Actions do Speak Louder than Words." Social Cognition 1 (1982): 311–335.
  • 2014
  • Working Paper

SOX after Ten Years: A Multidisciplinary Review

By: John C. Coates and Suraj Srinivasan
We review and assess research findings from 120 papers in accounting, finance, and law to evaluate the impact of the Sarbanes-Oxley Act. We describe significant developments in how the Act was implemented and find that despite severe criticism, the Act and institutions... View Details
Keywords: Laws and Statutes
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Coates, John C., and Suraj Srinivasan. "SOX after Ten Years: A Multidisciplinary Review." John M. Olin Center for Law, Economics, and Business Discussion Paper, No. 758, May 2014.
  • Article

SOX after Ten Years: A Multidisciplinary Review

By: Suraj Srinivasan and John C. Coates IV
We review and assess research findings from 120+ papers in accounting, finance, and law to evaluate the impact of the Sarbanes-Oxley Act. We describe significant developments in how the Act was implemented and find that despite severe criticism, the Act and... View Details
Keywords: Financial Reporting; Laws and Statutes; United States
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Srinivasan, Suraj, and John C. Coates IV. "SOX after Ten Years: A Multidisciplinary Review." Accounting Horizons 28, no. 3 (September 2014): 627–671.
  • 2011
  • Article

Group Size and Incentives to Contribute: A Natural Experiment at Chinese Wikipedia

By: Michael Zhang and Feng Zhu
In this paper, we examine the causal relationship between group size and incentives to contribute in the setting of Chinese Wikipedia, the Chinese language version of an online encyclopedia that relies entirely on voluntary contributions. The group at Chinese Wikipedia... View Details
Keywords: Rights; Motivation and Incentives; Internet and the Web; Valuation; Groups and Teams; Knowledge Sharing; Behavior; Satisfaction; Size; Government and Politics; Economics; Information Technology Industry; Hong Kong; Taiwan; Singapore
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Zhang, Michael, and Feng Zhu. "Group Size and Incentives to Contribute: A Natural Experiment at Chinese Wikipedia." American Economic Review 101, no. 4 (June 2011): 1601–1615.
  • August 2010 (Revised November 2020)
  • Module Note

Integrating Around the Job to Be Done

By: Clayton Christensen, Rory McDonald, Laura E Day and Shaye Roseman
Unlike traditional market segmentations that are based on a correlation of product sales or service with the attributes of the purchaser (such as age, gender, income level, and education level), jobs-based segmentation seeks to understand the causal roots of... View Details
Keywords: Integration Planning; Jobs; Market Segmentation; Customer Satisfaction; Marketing; Jobs and Positions; Marketing Strategy; Segmentation; Integration; Planning
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Christensen, Clayton, Rory McDonald, Laura E Day, and Shaye Roseman. "Integrating Around the Job to Be Done." Harvard Business School Module Note 611-004, August 2010. (Revised November 2020.)
  • April 2011
  • Article

Why Leaders Don't Learn from Success

By: Francesca Gino and Gary P. Pisano
We argue that for a variety of psychological reasons, it is often much harder for leaders and organizations to learn from success than to learn from failure. Success creates three kinds of traps that often impede deep learning. The first is attribution error or the... View Details
Keywords: Learning; Innovation and Management; Leadership; Failure; Success; Performance Evaluation; Prejudice and Bias
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Gino, Francesca, and Gary P. Pisano. "Why Leaders Don't Learn from Success." Harvard Business Review 89, no. 4 (April 2011): 68–74.
  • 09 Jul 2010
  • Working Paper Summaries

The Limits of Nonprofit Impact: A Contingency Framework for Measuring Social Performance

Keywords: by Alnoor Ebrahim & V. Kasturi Rangan
  • 2021
  • Working Paper

The Effects of Temporal Distance on Intra-Firm Communication: Evidence from Daylight Savings Time

By: Jasmina Chauvin, Prithwiraj Choudhury and Tommy Pan Fang
Cross-border communication costs have plummeted and enabled the global distribution of work, but frictions attributable to distance persist. We estimate the causal effects of temporal distance, i.e., time zone separation between employees, on intra-firm communication,... View Details
Keywords: Communication Patterns; Time Zones; Geographic Frictions; Knowledge Workers; Multinational Companies; Communication; Multinational Firms and Management; Geographic Location
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Chauvin, Jasmina, Prithwiraj Choudhury, and Tommy Pan Fang. "The Effects of Temporal Distance on Intra-Firm Communication: Evidence from Daylight Savings Time." Harvard Business School Working Paper, No. 21-052, September 2020. (Revised November 2021.)
  • 16 Jul 2012
  • Working Paper Summaries

Selection, Reallocation, and Spillover: Identifying the Sources of Gains from Multinational Production

Keywords: by Laura Alfaro & Maggie X. Chen
  • Research Summary

The Value of Family Ownership, Control, and Management

In collaboration with Professor Raphael Amit of Wharton, Belén Villalonga is investigating how family ownership, control, and management affect firm value. Their forthcoming Journal of Financial... View Details

  • 2024
  • Working Paper

Does Private Equity Have Any Business Being in the Health Care Business?

By: Nori Gerardo Lietz and Zirui Song
Private Equity (“PE”) has come under increased scrutiny by the press, academics, and policymakers, as well as the public, for its investments in health care delivery. This scrutiny has been exacerbated by recent high profile hospital bankruptcies following PE... View Details
Keywords: Private Equity; Government Administration; Acquisition; Health Industry
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Lietz, Nori Gerardo, and Zirui Song. "Does Private Equity Have Any Business Being in the Health Care Business?" Harvard Business School Working Paper, No. 25-012, September 2024.
  • 04 Jan 2012
  • First Look

First Look: January 4

accelerate the decline of independents by increasing the attractiveness of smaller in-town store formats for retail chains. The causal impact of planning regulation is estimated using variation in local political control across the U.K.,... View Details
Keywords: Carmen Nobel
  • 26 Feb 2013
  • First Look

First Look: Feb. 26

Evidence from a Natural Experiment Authors:Cohen, Alma, and Charles C.Y. Wang Abstract This paper examines whether staggered boards reduce firm value or are merely associated with it due to the tendency of low-value firms to maintain staggered boards. To analyze this... View Details
Keywords: Sean Silverthorne
  • 16 Aug 2011
  • First Look

First Look: August 16

firms headquartered in high trust regions are more likely to decentralize, with trust accounting for about half of the variation in decentralization in our data. To help identify causal effects, we look within multinational firms, and... View Details
Keywords: Sean Silverthorne
  • 08 Nov 2011
  • First Look

First Look: Nov. 8

structural estimation methods. Our results confirm the belief expressed by industry experts that in the fast-food drive-thru industry, customers trade off price and waiting time. More interestingly, our estimates indicate that consumers View Details
Keywords: Sean Silverthorne
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