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      • March–April 2023
      • Article

      Market Segmentation Trees

      By: Ali Aouad, Adam Elmachtoub, Kris J. Ferreira and Ryan McNellis
      Problem definition: We seek to provide an interpretable framework for segmenting users in a population for personalized decision making. Methodology/results: We propose a general methodology, market segmentation trees (MSTs), for learning market... View Details
      Keywords: Decision Trees; Computational Advertising; Market Segmentation; Analytics and Data Science; E-commerce; Consumer Behavior; Marketplace Matching; Marketing Channels; Digital Marketing
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      Aouad, Ali, Adam Elmachtoub, Kris J. Ferreira, and Ryan McNellis. "Market Segmentation Trees." Manufacturing & Service Operations Management 25, no. 2 (March–April 2023): 648–667.
      • March 13, 2023
      • Article

      Sales Teams Need to Stop Focusing on the Customer Funnel

      By: Frank V. Cespedes
      Understanding where customers are, how they navigate streams in your market, and how to interact with them in a given stream is now central to crafting a good customer experience, and that has implications. Among other things, companies need to shift from thinking... View Details
      Keywords: Customer Experience; Customer Value and Value Chain; Customer Relationship Management; Consumer Behavior
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      Cespedes, Frank V. "Sales Teams Need to Stop Focusing on the Customer Funnel." Harvard Business Review (website) (March 13, 2023).
      • 2023
      • Working Paper

      Translating Information into Action: A Public Health Experiment in Bangladesh

      By: Reshmaan Hussam, Kailash Pandey, Abu Shonchoy and Chikako Yamauchi
      While models of technology adoption posit learning as the basis of behavior change, information campaigns in public health frequently fail to change behavior. We design an information campaign embedding hand-hygiene edutainment within popular dramas using mobile... View Details
      Keywords: Handwashing; Public Health; Health; Information; Behavior; Change
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      Hussam, Reshmaan, Kailash Pandey, Abu Shonchoy, and Chikako Yamauchi. "Translating Information into Action: A Public Health Experiment in Bangladesh." Working Paper, February 2023.
      • February 22, 2023
      • Article

      How to Seed Organic Marketing in a Video-First World

      By: Ayelet Israeli, Leonard A. Schlesinger and Matt Higgins
      Early direct-to-consumer (DTC) companies relied on plentiful capital and low-cost digital marketing to power growth. But as this sector has matured, capital is more constrained, social media is more cluttered, and customer acquisition costs are rising. DTC companies... View Details
      Keywords: Online Business; Ecommerce; E-commerce; E-Commerce Strategy; Omnichannel Retail; Omnichannel Retailing; Influencer Marketing; Consumer; Organic Growth; Video Advertising; Promotion; Celebrities; Online Advertising; Online Channel; Online Communities; Online Community; Go To Market Strategy; Platform; Media; Media Content; Digital; Digital Culture; Digital Influencers; Direct To Consumer Marketing; Direct-to-consumer; Innovation & Entrepreneurship; Innovation; Sales; Digital Platforms; Digital Marketing; Digital Strategy; Consumer Behavior; Internet and the Web; Advertising; Business Model; Growth Management; Marketing; Marketing Strategy; Marketing Channels; Marketing Communications; Communication Strategy; Innovation Strategy; Retail Industry; Consumer Products Industry; Fashion Industry; Advertising Industry; Apparel and Accessories Industry; Beauty and Cosmetics Industry; Food and Beverage Industry; Media and Broadcasting Industry; United States; North America
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      Israeli, Ayelet, Leonard A. Schlesinger, and Matt Higgins. "How to Seed Organic Marketing in a Video-First World." Harvard Business Review (website) (February 22, 2023).
      • February 2023
      • Case

      Ransomware Attack at Springhill Medical Center

      By: Suraj Srinivasan and Li-Kuan (Jason) Ni
      In July, 2019, Springhill Medical Center (“SMC”) in Mobile, Alabama, fell prey to a malicious ransomware attack that crippled the hospital’s internal network systems and public-facing web page. While the hospital rushed to securely restore the network, medical... View Details
      Keywords: Disruption; Communication; Communication Strategy; Decision Making; Decision Choices and Conditions; Judgments; Corporate Accountability; Corporate Disclosure; Corporate Governance; Governance Controls; Policy; Employees; News; Cybersecurity; Digital Strategy; Information Infrastructure; Information Management; Internet and the Web; Crisis Management; Resource Allocation; Risk Management; Negotiation Tactics; Failure; Business and Stakeholder Relations; Attitudes; Behavior; Perception; Reputation; Trust; Public Opinion; Social Issues; Health Industry; United States; Alabama
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      Srinivasan, Suraj, and Li-Kuan (Jason) Ni. "Ransomware Attack at Springhill Medical Center." Harvard Business School Case 123-065, February 2023.
      • 2023
      • Working Paper

      Change We Can’t Believe In: Distrust of Political Converts

      By: Julian J. Zlatev, Amos Schurr and Nir Halevy
      We propose and test three hypotheses regarding how people respond to political converts— individuals who switch their voting from one political party to another. Across two experiments, using behavioral and attitudinal measures of trust in two different countries, we... View Details
      Keywords: Political Elections; Behavior; Attitudes; Trust
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      Zlatev, Julian J., Amos Schurr, and Nir Halevy. "Change We Can’t Believe In: Distrust of Political Converts." Harvard Business School Working Paper, No. 23-049, February 2023.
      • February 2023
      • Teaching Note

      Behavioral Economics Profile

      By: Joshua Schwartzstein
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      Schwartzstein, Joshua. "Behavioral Economics Profile." Harvard Business School Teaching Note 923-042, February 2023.
      • February 2023
      • Teaching Note

      Behavioral Economics Profile: Understanding the Student Packet

      By: Joshua Schwartzstein
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      Schwartzstein, Joshua. "Behavioral Economics Profile: Understanding the Student Packet." Harvard Business School Teaching Note 923-043, February 2023.
      • 2023
      • Article

      A Randomized Trial of Behavioral Nudges Delivered through Text Messages to Increase Influenza Vaccination among Patients with an Upcoming Primary Care Visit

      By: Mitesh S. Patel, Katherine L. Milkman, Linnea Gandhi, Heather N. Graci, Dena Gromet, Hung Ho, Joseph S. Kay, Timothy W. Lee, Jake Rothschild, Modupe Akinola, John Beshears, Jonathan E. Bogard, Alison Buttenheim, Christopher Chabris, Gretchen B. Chapman, James J. Choi, Hengchen Dai, Craig R. Fox, Amir Goren, Matthew D. Hilchey, Jillian Hmurovic, Leslie John, Dean Karlan, Melanie Kim, David Laibson, Cait Lamberton, Brigitte C. Madrian, Michelle N. Meyer, Maria Modanu, Jimin Nam, Todd Rogers, Renante Rondina, Silvia Saccardo, Maheen Shermohammed, Dilip Soman, Jehan Sparks, Caleb Warren, Megan Weber, Ron Berman, Chalanda N. Evans, Seung Hyeong Lee, Christopher K. Snider, Eli Tsukayama, Christophe Van den Bulte, Kevin G. Volpp and Angela L. Duckworth
      Purpose: To evaluate if nudges delivered by text message prior to an upcoming primary care visit can increase influenza vaccination rates.
      Design: Randomized, controlled trial.
      Setting: Two health systems in the Northeastern US between September 2020 and... View Details
      Keywords: Vaccination; Health Care and Treatment; Interpersonal Communication; Communication Technology; Behavior; Health Industry
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      Patel, Mitesh S., Katherine L. Milkman, Linnea Gandhi, Heather N. Graci, Dena Gromet, Hung Ho, Joseph S. Kay, Timothy W. Lee, Jake Rothschild, Modupe Akinola, John Beshears, Jonathan E. Bogard, Alison Buttenheim, Christopher Chabris, Gretchen B. Chapman, James J. Choi, Hengchen Dai, Craig R. Fox, Amir Goren, Matthew D. Hilchey, Jillian Hmurovic, Leslie John, Dean Karlan, Melanie Kim, David Laibson, Cait Lamberton, Brigitte C. Madrian, Michelle N. Meyer, Maria Modanu, Jimin Nam, Todd Rogers, Renante Rondina, Silvia Saccardo, Maheen Shermohammed, Dilip Soman, Jehan Sparks, Caleb Warren, Megan Weber, Ron Berman, Chalanda N. Evans, Seung Hyeong Lee, Christopher K. Snider, Eli Tsukayama, Christophe Van den Bulte, Kevin G. Volpp, and Angela L. Duckworth. "A Randomized Trial of Behavioral Nudges Delivered through Text Messages to Increase Influenza Vaccination among Patients with an Upcoming Primary Care Visit." American Journal of Health Promotion 37, no. 3 (2023): 324–332.
      • January 12, 2023
      • Article

      Progressive Decentralization: A High-level Framework

      By: Jad Esber and Scott Duke Kominers
      We explain a high-level framework for designing for future decentralization up front, and offer some guidance about when and how to do so. The guidelines apply to both web3 projects and more traditional organizations. View Details
      Keywords: Crypto Economy; Cryptocurrency; Decentralization; Decentralized Autonomous Organizations; Entrepreneurial Journey; Entrepreneurial Management; Organization Behavior; Organization And Management Theory; Organization Form; Organizational Structure
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      Esber, Jad, and Scott Duke Kominers. "Progressive Decentralization: A High-level Framework." a16zcrypto.com (January 12, 2023).
      • January 2023 (Revised November 2023)
      • Technical Note

      Ethical Analysis: Honesty and Self-Interest

      By: Nien-hê Hsieh and Christopher Diak
      Information asymmetry is pervasive in business and can often confer great advantage. This note distinguishes forms of deceptive behavior in the face of information asymmetry and aims to help students analyze their impermissibility. View Details
      Keywords: Ethics; Analysis; Balance and Stability
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      Hsieh, Nien-hê, and Christopher Diak. "Ethical Analysis: Honesty and Self-Interest." Harvard Business School Technical Note 323-067, January 2023. (Revised November 2023.)
      • 2023
      • Working Paper

      'It Wouldn’t Have Mattered Anyway': When Overdetermined Outcomes Justify Our Sins

      By: Stephanie C. Lin, Julian J. Zlatev and Dale T. Miller
      We identify and document an “overdetermined outcome defense” which occurs when one learns that circumstances besides one’s own actions were sufficient to produce a negative effect (e.g., deciding not to go to the gym, but later discovering that the gym had been... View Details
      Keywords: Moral Sensibility; Decision Making; Outcome or Result; Behavior
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      Lin, Stephanie C., Julian J. Zlatev, and Dale T. Miller. "'It Wouldn’t Have Mattered Anyway': When Overdetermined Outcomes Justify Our Sins." Harvard Business School Working Paper, No. 23-045, January 2023.
      • 2023
      • Working Paper

      The Link Between Integrative Bargaining and Leadership Evaluations

      By: Julian J. Zlatev and Francis J. Flynn
      We draw from implicit leadership theory and the dual concern theory of conflict resolution to posit a link between negotiation style and leadership evaluations. Specifically, we propose that individuals who are more skilled at integrative, but not distributive,... View Details
      Keywords: Prosocial Behavior; Leadership; Negotiation; Conflict and Resolution; Performance Evaluation
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      Zlatev, Julian J., and Francis J. Flynn. "The Link Between Integrative Bargaining and Leadership Evaluations." Harvard Business School Working Paper, No. 23-044, January 2023.
      • January 2023 (Revised August 2023)
      • Case

      Nick Saban: Embracing 'The Process' of Sustaining Success

      By: Ranjay Gulati and Eppa Rixey
      Nick Saban, head coach of the University of Alabama football team from 2007-2022, fielded teams that won 183 of 208 games (88%), including a record-tying six national championships. Saban’s approach to coaching, known to many as “The Process,” and the consistent... View Details
      Keywords: Purpose; Leadership And Managing People; Football; Recruiting; Talent Acquisition; Talent And Talent Management; Talent Development And Retention; Organization Change And Adaptation; Organizational Behavior; Sports; Leadership; Leadership Development; Organizational Culture; Organizational Change and Adaptation; Sports Industry; United States
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      Gulati, Ranjay, and Eppa Rixey. "Nick Saban: Embracing 'The Process' of Sustaining Success." Harvard Business School Case 423-033, January 2023. (Revised August 2023.)
      • January 2023
      • Article

      Calculators for Women: When Identity-Based Appeals Backfire

      By: Tami Kim, Kate Barasz, Michael I. Norton and Leslie K. John
      From “Chick Beer” to “Dryer Sheets for Men,” identity-based labeling is frequently deployed by marketers to appeal to specific target markets. Yet such identity appeals can backfire, alienating the very consumers they aim to attract. We theorize and empirically... View Details
      Keywords: Categorization Threat; Stereotypes; Identity; Labels; Gender; Perception; Consumer Behavior
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      Kim, Tami, Kate Barasz, Michael I. Norton, and Leslie K. John. "Calculators for Women: When Identity-Based Appeals Backfire." Special Issue on Racism and Discrimination in the Marketplace edited by Samantha N. N. Cross and Stephanie Dellande. Journal of the Association for Consumer Research 8, no. 1 (January 2023): 72–82.
      • 2023
      • Article

      Evaluating Explainability for Graph Neural Networks

      By: Chirag Agarwal, Owen Queen, Himabindu Lakkaraju and Marinka Zitnik
      As explanations are increasingly used to understand the behavior of graph neural networks (GNNs), evaluating the quality and reliability of GNN explanations is crucial. However, assessing the quality of GNN explanations is challenging as existing graph datasets have no... View Details
      Keywords: Analytics and Data Science
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      Agarwal, Chirag, Owen Queen, Himabindu Lakkaraju, and Marinka Zitnik. "Evaluating Explainability for Graph Neural Networks." Art. 114. Scientific Data 10 (2023).
      • 2 Mar 2023 - 4 Mar 2023
      • Conference Presentation

      Speedy Activists: Firm Response Time to Sociopolitical Events Influences Consumer Behavior

      By: Maya Balakrishnan, Julian De Freitas and Alison Wood Brooks
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      Balakrishnan, Maya, Julian De Freitas, and Alison Wood Brooks. "Speedy Activists: Firm Response Time to Sociopolitical Events Influences Consumer Behavior." Paper presented at the Society for Consumer Psychology Annual Conference, San Juan, PR, March 2–4, 2023.
      • December 2022 (Revised July 2023)
      • Case

      Applegate Farms

      By: Forest L. Reinhardt, José B. Alvarez and Natalie Kindred
      Keywords: Agribusiness; Food; Consumer Behavior; Animal-Based Agribusiness; Brands and Branding; Integration; Strategy; Change Management; Change; Organizational Structure; Agriculture and Agribusiness Industry; Food and Beverage Industry; Consumer Products Industry; United States
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      Reinhardt, Forest L., José B. Alvarez, and Natalie Kindred. "Applegate Farms." Harvard Business School Case 723-025, December 2022. (Revised July 2023.)
      • December 2022
      • Case

      The Magic of Marks & Spencer Food

      By: David E. Bell, Natalie Kindred and Damien McLoughlin
      Keywords: Brands and Branding; Food; Consumer Behavior; Product Development; Competition; Price; Inflation and Deflation; Trends; Growth and Development; Strategy; Retail Industry; Consumer Products Industry; Food and Beverage Industry; United Kingdom
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      Bell, David E., Natalie Kindred, and Damien McLoughlin. "The Magic of Marks & Spencer Food." Harvard Business School Case 523-080, December 2022.
      • 2022
      • Chapter

      Corporate Misconduct’s Relevance to Society through Everyday Misconduct

      By: Eugene Soltes
      Terms like "corporate misconduct" and "white-collar crime" typically bring to mind major scandals like Enron or Bernie Madoff. This popular perception overlooks another important—and in fact much more typical—type of deviance: "everyday misconduct." Everyday misconduct... View Details
      Keywords: Research; Crime and Corruption; Society
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      Soltes, Eugene. "Corporate Misconduct’s Relevance to Society through Everyday Misconduct." Chap. 2 in A Research Agenda for Financial Crime, edited by Barry Rider, 31–48. Edward Elgar Publishing, 2022.
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