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    • All HBS Web  (2,559)
      • Faculty Publications  (212)

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      • April–June 2022
      • Other Article

      Commentary on 'Causal Decision Making and Causal Effect Estimation Are Not the Same... and Why It Matters'

      By: Edward McFowland III
      There has been a substantial discussion in various methodological and applied literatures around causal inference; especially in the use of machine learning and statistical models to understand heterogeneity in treatment effects and to make optimal decision... View Details
      Keywords: Causal Inference; Treatment Effect Estimation; Treatment Assignment Policy; Human-in-the-loop; Decision Making; Fairness
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      McFowland III, Edward. "Commentary on 'Causal Decision Making and Causal Effect Estimation Are Not the Same... and Why It Matters'." INFORMS Journal on Data Science 1, no. 1 (April–June 2022): 21–22.
      • Article

      The Conversational Circumplex: Identifying, Prioritizing, and Pursuing Informational and Relational Motives in Conversation

      By: Michael Yeomans, Maurice E. Schweitzer and Alison Wood Brooks
      The meaning of success in conversation depends on people’s goals. Often, individuals pursue multiple goals simultaneously, such as establishing shared understanding, making a favorable impression, and persuading a conversation partner. In this article, we introduce a... View Details
      Keywords: Conversation; Goal Pursuit; Communication; Interpersonal Communication; Goals and Objectives; Framework
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      Yeomans, Michael, Maurice E. Schweitzer, and Alison Wood Brooks. "The Conversational Circumplex: Identifying, Prioritizing, and Pursuing Informational and Relational Motives in Conversation." Current Opinion in Psychology 44 (April 2022): 293–302.
      • 2022
      • Chapter

      Sustainability for People and the Planet: Placing Workers at the Center of Sustainability Research

      By: Julie Yen, Julie Battilana and Emilie Aguirre
      Though workers face a series of critical challenges in contemporary work organizations, they are often overlooked in conversations about sustainable business. In this chapter, we argue that prioritizing the rights and well-being of workers is a core dimension of... View Details
      Keywords: Environmental Sustainability; Employees; Well-being; Corporate Social Responsibility and Impact; Organizational Structure; Social Issues
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      Yen, Julie, Julie Battilana, and Emilie Aguirre. "Sustainability for People and the Planet: Placing Workers at the Center of Sustainability Research." Chap. 11 in Handbook on the Business of Sustainability: The Organization, Implementation, and Practice of Sustainable Growth, edited by Gerard George, Martine R. Haas, Havovi Joshi, Anita M. McGahan, and Paul Tracey, 189–214. Edward Elgar Publishing, 2022.
      • 2022
      • Working Paper

      Feeling Seen: Leader Eye Gaze Promotes Psychological Safety, Participation, and Voice

      By: Nicole Abi-Esber, Alison Wood Brooks and Ethan Burris
      Psychological safety is a hallmark of effective team functioning. Although prior work shows that characteristics of the leader influence employee judgments of psychological safety (and subsequent decisions to speak up), we know very little about “the specific behaviors... View Details
      Keywords: Eye Gaze; Psychological Safety; Voice; Participation; Nonverbal Behavior; Verbal Behavior; Ostracism; Conversation; Groups; Groups and Teams; Social Psychology; Safety; Leadership; Behavior
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      Abi-Esber, Nicole, Alison Wood Brooks, and Ethan Burris. "Feeling Seen: Leader Eye Gaze Promotes Psychological Safety, Participation, and Voice." Harvard Business School Working Paper, No. 22-048, January 2022.
      • 2022
      • Working Paper

      Rethinking Explainability as a Dialogue: A Practitioner's Perspective

      By: Himabindu Lakkaraju, Dylan Slack, Yuxin Chen, Chenhao Tan and Sameer Singh
      As practitioners increasingly deploy machine learning models in critical domains such as healthcare, finance, and policy, it becomes vital to ensure that domain experts function effectively alongside these models. Explainability is one way to bridge the gap between... View Details
      Keywords: Natural Language Conversations; AI and Machine Learning; Experience and Expertise; Interactive Communication; Business and Stakeholder Relations
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      Lakkaraju, Himabindu, Dylan Slack, Yuxin Chen, Chenhao Tan, and Sameer Singh. "Rethinking Explainability as a Dialogue: A Practitioner's Perspective." Working Paper, 2022.
      • 2022
      • Working Paper

      TalkToModel: Explaining Machine Learning Models with Interactive Natural Language Conversations

      By: Dylan Slack, Satyapriya Krishna, Himabindu Lakkaraju and Sameer Singh
      Practitioners increasingly use machine learning (ML) models, yet they have become more complex and harder to understand. To address this issue, researchers have proposed techniques to explain model predictions. However, practitioners struggle to use explainability... View Details
      Keywords: Natural Language Conversations; Predictive Models; AI and Machine Learning
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      Slack, Dylan, Satyapriya Krishna, Himabindu Lakkaraju, and Sameer Singh. "TalkToModel: Explaining Machine Learning Models with Interactive Natural Language Conversations." Working Paper, 2022.
      • September 2021
      • Article

      Gender Stereotypes in Deliberation and Team Decisions

      By: Katherine B. Coffman, Clio Bryant Flikkema and Olga Shurchkov
      We explore how groups deliberate and decide on ideas in an experiment with communication. We find that gender biases play a significant role in which group members are chosen to answer on behalf of the group. Conditional on the quality of their ideas, individuals are... View Details
      Keywords: Gender Differences; Stereotypes; Teams; Economic Experiments; Gender; Prejudice and Bias; Groups and Teams; Perception
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      Coffman, Katherine B., Clio Bryant Flikkema, and Olga Shurchkov. "Gender Stereotypes in Deliberation and Team Decisions." Games and Economic Behavior 129 (September 2021): 329–349.
      • 2021
      • Article

      Reflections: Voice and Silence in Workplace Conversations

      By: Amy C. Edmondson and Tijs Besieux
      We highlight conversations at work as an arena of change. Drawing on and extending the psychological safety literature, we offer a new framework to distinguish between productive and unproductive forms of both voice and silence. The framework’s four... View Details
      Keywords: Conversation; Silence; Voice; Psychological Safety; Interpersonal Communication; Quality; Management Practices and Processes; Organizational Change and Adaptation
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      Edmondson, Amy C., and Tijs Besieux. "Reflections: Voice and Silence in Workplace Conversations." Journal of Change Management 21, no. 3 (2021): 269–286.
      • August 2021
      • Supplement

      Shorefast: A Strange and Familiar Way to Reimagine Capitalism: Zita Cobb, Founder and CEO

      By: Brian Trelstad
      Video Supplement for HBS Case No. 320-098. In 2006, Zita Cobb and two of her brothers, Alan Cobb and Tony Cobb, native Newfoundlanders, launched Shorefast to help grow another leg of Fogo Island’s economy. Like so many rural communities, Fogo Island’s fate was tied... View Details
      Keywords: Place Making; Nonprofit; Hotel; Economic Development; Tourism; Social Entrepreneurship; Nonprofit Organizations; Development Economics; Economic Systems; Tourism Industry; Canada
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      Trelstad, Brian. "Shorefast: A Strange and Familiar Way to Reimagine Capitalism: Zita Cobb, Founder and CEO." Harvard Business School Multimedia/Video Supplement 322-701, August 2021.
      • July 2021
      • Teaching Plan

      Shorefast: A Strange and Familiar Way to Reimagine Capitalism

      By: Brian Trelstad, Wendy Smith and Natalie Slawinski
      Teaching Plan for HBS Case No. 320-098. In 2006, Zita Cobb and two of her brothers, Alan Cobb and Tony Cobb, native Newfoundlanders, launched Shorefast to help grow another leg of Fogo Island’s economy. Like so many rural communities, Fogo Island’s fate was tied... View Details
      Keywords: Place Making; Non-profit; Hotel; Economic Development; Tourism; Social Entrepreneurship; Nonprofit Organizations; Development Economics; Economic Systems; Tourism Industry; Canada
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      Trelstad, Brian, Wendy Smith, and Natalie Slawinski. "Shorefast: A Strange and Familiar Way to Reimagine Capitalism." Harvard Business School Teaching Plan 322-001, July 2021.
      • June 2021
      • Case

      Bozoma Saint John: Leading with Authenticity and Urgency

      By: Francesca Gino and Frances X. Frei
      In this multimedia case, Bozoma Saint John recounts numerous defining moments from her childhood and work experiences. We learn what empowered and inspired her to be her authentic self, to be vulnerable and open to new experiences, to find commonality with others, to... View Details
      Keywords: Biases; Personal Development and Career; Identity; Interests; Ethics; Values and Beliefs; Opportunities; Leadership Style; Diversity
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      Gino, Francesca, and Frances X. Frei. "Bozoma Saint John: Leading with Authenticity and Urgency." Harvard Business School Multimedia/Video Case 921-708, June 2021.
      • May 2021
      • Case

      Career at a Crossroads? (A)

      By: James K. Sebenius and Alex Green
      A career professional at a major consumer goods company, Kym Lew Nelson is hoping to negotiate a promotion to vice president, which would make her one of the senior-most African American women in the organization. But when Nelson’s white German boss arrives in the... View Details
      Keywords: Culture; Negotiation; Race; Gender; Organizational Culture; Prejudice and Bias; United States
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      Sebenius, James K., and Alex Green. "Career at a Crossroads? (A)." Harvard Business School Case 921-018, May 2021.
      • May 2021
      • Supplement

      Career at a Crossroads? (B)

      By: James K. Sebenius and Alex Green
      A career professional at a major consumer goods company, Kym Lew Nelson is hoping to negotiate a promotion to vice president, which would make her one of the senior-most African American women in the organization. But when Nelson’s white German boss arrives in the... View Details
      Keywords: Culture; Negotiation; Race; Gender; Organizational Culture; Prejudice and Bias
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      Sebenius, James K., and Alex Green. "Career at a Crossroads? (B)." Harvard Business School Supplement 921-019, May 2021.
      • May 2021
      • Case

      Megan Ming Francis: Leadership and Racial Injustice

      By: Francesca Gino and Frances X. Frei
      In this multimedia case, Megan Ming Francis, a professor in the Department of Political Science at the University of Washington (UW) and a visiting professor at the Harvard Kennedy School, discusses the roots of racial injustice and the need for change. Through... View Details
      Keywords: Racial Injustice; Race; Prejudice and Bias; Organizational Change and Adaptation; Leadership
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      Gino, Francesca, and Frances X. Frei. "Megan Ming Francis: Leadership and Racial Injustice." Harvard Business School Multimedia/Video Case 921-701, May 2021.
      • May 2021
      • Article

      Ideology and Composition Among an Online Crowd: Evidence From Wikipedians

      By: Shane Greenstein, Grace Gu and Feng Zhu
      Online communities bring together participants from diverse backgrounds and often face challenges in aggregating their opinions. We infer lessons from the experience of individual contributors to Wikipedia articles about U.S. politics. We identify two factors that... View Details
      Keywords: User Segregation; Online Community; Contested Knowledge; Collective Intelligence; Ideology; Bias; Wikipedia; Knowledge Sharing; Perspective; Government and Politics
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      Greenstein, Shane, Grace Gu, and Feng Zhu. "Ideology and Composition Among an Online Crowd: Evidence From Wikipedians." Management Science 67, no. 5 (May 2021): 3067–3086.
      • April 21, 2021
      • Article

      The Pandemic Conversations That Leaders Need to Have Now

      By: Boris Groysberg, Robin Abrahams and Katherine Connolly Baden
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      Groysberg, Boris, Robin Abrahams, and Katherine Connolly Baden. "The Pandemic Conversations That Leaders Need to Have Now." Harvard Business School Working Knowledge (April 21, 2021).
      • April 2021
      • Case

      Glass-Shattering Leaders: Barbara Hackman Franklin

      By: Boris Groysberg and Colleen Ammerman
      Barbara Hackman Franklin was one of the first women to earn an MBA from Harvard Business School. She went on to break barriers in the private and public sectors, rising to leadership positions in business and government. In the 1970s, she led a successful White House... View Details
      Keywords: Glass Ceiling; Leadership; Gender; Power and Influence
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      Groysberg, Boris, and Colleen Ammerman. "Glass-Shattering Leaders: Barbara Hackman Franklin." Harvard Business School Case 421-073, April 2021.
      • March 2021 (Revised August 2022)
      • Case

      Seeding and Selling Asana

      By: Jeffrey F. Rayport, Susie Ma and Amram Migdal
      In December 2019, Oliver Jay, Asana’s Chief Revenue Officer (CRO), was reconsidering his go-to-market (GTM) strategy. Asana was cloud-based work management software that enabled users to break up projects into discrete tasks that could be assigned, scheduled, and... View Details
      Keywords: SaaS; Customer Journey; Business Model; Business Organization; Change Management; Growth and Development Strategy; Growth Management; Marketing Channels; Marketing Strategy; Product Marketing; Organizational Change and Adaptation; Organizational Design; Organizational Structure; Digital Platforms; Internet and the Web; Technology Industry; United States
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      Rayport, Jeffrey F., Susie Ma, and Amram Migdal. "Seeding and Selling Asana." Harvard Business School Case 821-054, March 2021. (Revised August 2022.)
      • January 2021
      • Case

      Saham Group: It's In the Genes

      By: Christina R. Wing and Gamze Yucaoglu
      The case opens in August 2020 as Moulay Mhamed Elalamy (Mhamed), CEO of the Saham Group (the Group), a pan-African investment company that operates a variety of businesses out of Morocco, contemplates the Group’s identity, its investment strategy, and how to navigate... View Details
      Keywords: Family and Family Relationships; Family Business; For-Profit Firms; Transformation; Transition; Emerging Markets; Change Management; Private Equity; Investment; Strategy; Insurance Industry; Real Estate Industry; Education Industry; Agriculture and Agribusiness Industry; Morocco; Africa
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      Wing, Christina R., and Gamze Yucaoglu. "Saham Group: It's In the Genes." Harvard Business School Case 621-069, January 2021.
      • January 2021
      • Case

      Anodot: Autonomous Business Monitoring

      By: Antonio Moreno and Danielle Golan
      Autonomous business monitoring platform Anodot leveraged machine learning to provide real-time alerts regarding business anomalies. Anodot’s solution was used in various industries in order to primarily monitor business health, such as revenue and payments, product... View Details
      Keywords: Digital Platforms; Internet and the Web; Knowledge Sharing; Information Management; Sales; Value Creation; Product Positioning; Israel
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      Moreno, Antonio, and Danielle Golan. "Anodot: Autonomous Business Monitoring." Harvard Business School Case 621-084, January 2021.
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