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      • March 2024
      • Case

      Unintended Consequences of Algorithmic Personalization

      By: Eva Ascarza and Ayelet Israeli
      “Unintended Consequences of Algorithmic Personalization” (HBS No. 524-052) investigates algorithmic bias in marketing through four case studies featuring Apple, Uber, Facebook, and Amazon. Each study presents scenarios where these companies faced public criticism for... View Details
      Keywords: Race; Gender; Marketing; Diversity; Customer Relationship Management; Prejudice and Bias; Customization and Personalization; Technology Industry; Retail Industry; United States
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      Ascarza, Eva, and Ayelet Israeli. "Unintended Consequences of Algorithmic Personalization." Harvard Business School Case 524-052, March 2024.
      • March 22, 2024
      • Article

      It’s Time to Give Up on Ending Social Media’s Misinformation Problem

      By: Scott Duke Kominers and Jesse Shapiro
      Keywords: Social Media; Lawsuits and Litigation; Information Publishing; Policy
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      Kominers, Scott Duke, and Jesse Shapiro. "It’s Time to Give Up on Ending Social Media’s Misinformation Problem." The Atlantic (website) (March 22, 2024).
      • March 2024
      • Article

      Being Together in Place as a Catalyst for Scientific Advance

      By: Eamon Duede, Misha Teplitskiy, Karim R. Lakhani and James Evans
      The COVID-19 pandemic necessitated social distancing at every level of society, including universities and research institutes, raising essential questions concerning the continuing importance of physical proximity for scientific and scholarly advance. Using customized... View Details
      Keywords: Geographic Location; Power and Influence; Body of Literature; Research
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      Duede, Eamon, Misha Teplitskiy, Karim R. Lakhani, and James Evans. "Being Together in Place as a Catalyst for Scientific Advance." Art. 104911. Research Policy 53, no. 2 (March 2024).
      • 2025
      • Working Paper

      Choosing and Using Information in Evaluation Decisions

      By: Katherine Baldiga Coffman, Scott Kostyshak and Perihan O. Saygin
      We use a controlled experiment to study how information acquisition impacts candidate evaluations. We provide evaluators with group-level information on performance and the opportunity to acquire additional, individual-level performance information before making a... View Details
      Keywords: Discrimination; Beliefs; Stereotypes; Gender; Prejudice and Bias; Selection and Staffing; Performance Evaluation
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      Coffman, Katherine Baldiga, Scott Kostyshak, and Perihan O. Saygin. "Choosing and Using Information in Evaluation Decisions." Working Paper, February 2025.
      • March 2024
      • Article

      Flight to Safety: How Economic Downturns Affect Talent Flows to Startups

      By: Shai Bernstein, Richard Townsend and Ting Xu
      Using proprietary data from AngelList Talent, we study how individuals’ job search and application behavior changed during the COVID-19 downturn. We find that job seekers shifted their searches toward more established firms and away from early-stage startups, even... View Details
      Keywords: Startup Labor Market; Flight To Safety; COVID-19; Recession; Job Search; Behavior
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      Bernstein, Shai, Richard Townsend, and Ting Xu. "Flight to Safety: How Economic Downturns Affect Talent Flows to Startups." Review of Financial Studies 37, no. 3 (March 2024): 837–881.
      • March–April 2024
      • Article

      How Companies Should Weigh in on a Controversy: A Better Approach to Stakeholder Management

      By: David M. Bersoff, Sandra J. Sucher and Peter Tufano
      Executives need guidance about managing their organizations’ engagement with societal issues—including hot-button topics such as gender, climate, and racial discrimination. Success in this realm does not mean avoiding public controversy or achieving unanimous support... View Details
      Keywords: Values and Beliefs; Social Issues; Business and Stakeholder Relations; Judgments; Management Practices and Processes
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      Bersoff, David M., Sandra J. Sucher, and Peter Tufano. "How Companies Should Weigh in on a Controversy: A Better Approach to Stakeholder Management." Harvard Business Review 102, no. 2 (March–April 2024): 108–119.
      • March 2024
      • Article

      Investigation of Divergent Thinking among Surgeons and Surgeon Trainees in Canada (IDEAS): A Mixed-methods Study

      By: Alex Thabane, Tyler McKechnie, Vikram Arora, Goran Calic, Jason W Busse, Ranil Sonnadara and Mohit Bhandari
      Objective: To assess the creative potential of surgeons and surgeon trainees, as measured by divergent thinking. The secondary objectives were to identify factors associated with divergent thinking, assess confidence in creative problem-solving and the perceived effect... View Details
      Keywords: Creativity; Cognition and Thinking; Surveys; Health Industry
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      Thabane, Alex, Tyler McKechnie, Vikram Arora, Goran Calic, Jason W Busse, Ranil Sonnadara, and Mohit Bhandari. "Investigation of Divergent Thinking among Surgeons and Surgeon Trainees in Canada (IDEAS): A Mixed-methods Study." BMJ Open 14, no. 3 (March 2024).
      • March 2024
      • Article

      The Political Effects of Immigration: Culture or Economics?

      By: Alberto Alesina and Marco Tabellini
      We review the growing literature on the political economy of immigration. First, we discuss the effects of immigration on a wide range of political and social outcomes. The existing evidence suggests that immigrants often, but not always, trigger backlash, increasing... View Details
      Keywords: Political Backlash; Cultural Beliefs; Immigration; Political Elections; Outcome or Result; Social Issues; Perception
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      Alesina, Alberto, and Marco Tabellini. "The Political Effects of Immigration: Culture or Economics?" Journal of Economic Literature 62, no. 1 (March 2024): 5–46.
      • March 2024
      • Article

      What Makes Groups Emotional

      By: Amit Goldenberg
      When people experience emotions in a group, their emotions tend to have stronger intensity and to last longer. Why is that? This question has occupied thinkers throughout history, and with the use of digital media it is even more pressing today. Historically, attention... View Details
      Keywords: Groups and Teams; Emotions; Cognition and Thinking; Interpersonal Communication
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      Goldenberg, Amit. "What Makes Groups Emotional." Perspectives on Psychological Science 19, no. 2 (March 2024): 489–502.
      • March 2024
      • Article

      When Are Social Protests Effective?

      By: Eric Shuman, Amit Goldenberg, Tamar Saguy, Eran Halperin and Martijn van Zomeren
      Around the world, people engage in social protests aimed at addressing major societal problems. Certain protests have led to significant progress, yet other protests have resulted in little demonstrable change. We introduce a framework for evaluating the effectiveness... View Details
      Keywords: Protests; Social Issues; Outcome or Result; Measurement and Metrics; Power and Influence; Motivation and Incentives
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      Shuman, Eric, Amit Goldenberg, Tamar Saguy, Eran Halperin, and Martijn van Zomeren. "When Are Social Protests Effective?" Trends in Cognitive Sciences 28, no. 3 (March 2024): 252–263.
      • February 2024
      • Teaching Note

      UGG Steps into the Metaverse

      By: Shunyuan Zhang and Sunil Gupta
      Teaching Note for HBS Case No. 523-013. View Details
      Keywords: Metaverse; Digital Marketing; Innovation and Invention; Marketing Channels; Marketing Strategy; Social Marketing; Internet and the Web; Apparel and Accessories Industry; Fashion Industry; Information Technology Industry; United States
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      Zhang, Shunyuan, and Sunil Gupta. "UGG Steps into the Metaverse." Harvard Business School Teaching Note 524-075, February 2024.
      • February 2024
      • Technical Note

      A Manager's Introduction to Passion for Work

      By: Jon M. Jachimowicz
      Today, both organizations and employees are increasingly focused on passion. An analysis of 200 million U.S. job postings found that the use of the word “passion” increased nearly tenfold from 2007 to 2019, while a recent survey of thousands of college-educated workers... View Details
      Keywords: Recruitment; Job Search; Goals and Objectives; Interests; Personal Development and Career
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      Jachimowicz, Jon M. "A Manager's Introduction to Passion for Work." Harvard Business School Technical Note 424-071, February 2024.
      • February 2024
      • Background Note

      Frederick Herzberg on Motivating Employees

      By: Willy C. Shih
      This background note summarizes Frederick Herzberg's development of his motivation-hygiene theory, his theory regarding job enrichment, and how the theory has evolved. This is at the core of extrinsic versus intrinsic motivation. View Details
      Keywords: Motivation and Incentives; Theory; Service Industry; Manufacturing Industry; United States
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      Shih, Willy C. "Frederick Herzberg on Motivating Employees." Harvard Business School Background Note 624-085, February 2024.
      • February 26, 2024
      • Article

      Making Workplaces Safer Through Machine Learning

      By: Matthew S. Johnson, David I. Levine and Michael W. Toffel
      Machine learning algorithms can dramatically improve regulatory effectiveness. This short article describes the authors' scholarly work that shows how the U.S. Occupational Safety and Health Administration (OSHA) could have reduced nearly twice as many occupational... View Details
      Keywords: Government Experimentation; Auditing; Inspection; Evaluation; Process Improvement; Government Administration; AI and Machine Learning; Safety; Governing Rules, Regulations, and Reforms
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      Johnson, Matthew S., David I. Levine, and Michael W. Toffel. "Making Workplaces Safer Through Machine Learning." Regulatory Review (February 26, 2024).
      • 2024
      • Working Paper

      Cicely Saunders and Modern Hospices—A Brother’s View: Case Histories of Transformational Advances

      By: Amar Bhide and Srikant M. Datar
      This case history describes the role of Dame Cicely Saunders (1918-2005) in shaping the modern hospice movement. View Details
      Keywords: Health Care and Treatment; Power and Influence
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      Bhide, Amar, and Srikant M. Datar. "Cicely Saunders and Modern Hospices—A Brother’s View: Case Histories of Transformational Advances." Harvard Business School Working Paper, No. 24-055, February 2024. (Revised May 2024.)
      • February 2024
      • Module Note

      Collaborate on the Core, Compete on the Edges

      By: Frank Nagle
      In the rapidly evolving environment of modern business, the digitization of economic activity and the ubiquitous integration of technology across industries are fundamentally altering how companies develop and implement strategy. The rise of digital technologies has... View Details
      Keywords: Technology Adoption; Competition; Cooperation; Collaborative Innovation and Invention
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      Nagle, Frank. "Collaborate on the Core, Compete on the Edges." Harvard Business School Module Note 724-453, February 2024.
      • February 2024
      • Teaching Note

      TimeCredit

      By: Emanuele Colonnelli, Raymond Kluender and Shai Benjamin Bernstein
      Teaching Note for HBS Case No. 824-139. TimeCredit is an artificial intelligence (AI) startup that is developing large language models (LLMs) to generate accounting memos. The case follows Ndonga Sagnia, a Gambian Harvard Business School MBA student with an accounting... View Details
      Keywords: Accounting; Business Startups; Entrepreneurship; Financing and Loans; AI and Machine Learning; Entrepreneurial Finance; Identity; Partners and Partnerships; Technology Industry
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      Colonnelli, Emanuele, Raymond Kluender, and Shai Benjamin Bernstein. "TimeCredit." Harvard Business School Teaching Note 824-171, February 2024.
      • February 2024 (Revised September 2024)
      • Case

      TimeCredit

      By: Emanuele Colonnelli, Raymond Kluender and Shai Benjamin Bernstein
      TimeCredit is an artificial intelligence (AI) startup that is developing large language models (LLMs) to generate accounting memos. The case follows Ndonga Sagnia, a Gambian Harvard Business School MBA student with an accounting background, as she decides how much... View Details
      Keywords: Accounting; Business Startups; Entrepreneurship; Financing and Loans; AI and Machine Learning; Entrepreneurial Finance; Identity; Technology Industry
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      Colonnelli, Emanuele, Raymond Kluender, and Shai Benjamin Bernstein. "TimeCredit." Harvard Business School Case 824-139, February 2024. (Revised September 2024.)
      • February 2024 (Revised April 2024)
      • Case

      CPP Investments—The Road to Zero

      By: Vikram Gandhi and Radhika Kak
      In February 2022, Canadian Pension Plan (CPP) Investments, the investment management organization that managed funds for the CPP, one of the biggest pension plans in the world, announced a net-zero commitment for its portfolio by 2050. Under its CEO, John Graham, it... View Details
      Keywords: Environmental Sustainability; Asset Management; Investment Portfolio; Leading Change; Business and Stakeholder Relations; Corporate Social Responsibility and Impact; Financial Services Industry; Canada; California
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      Gandhi, Vikram, and Radhika Kak. "CPP Investments—The Road to Zero." Harvard Business School Case 324-054, February 2024. (Revised April 2024.)
      • 2024
      • Working Paper

      Principles and Content for Downstream Emissions Disclosures

      By: Robert S. Kaplan and Karthik Ramanna
      In a previous paper, we proposed the E-liability carbon accounting algorithm for companies to measure and subsequently reduce their own and their suppliers’ emissions. Some investors and stakeholders, however, want companies to also be accountable for downstream... View Details
      Keywords: Carbon Emissions; Disclosure; Carbon Footprint; Climate Change; Measurement and Metrics; Corporate Disclosure; Environmental Sustainability; Corporate Social Responsibility and Impact
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      Kaplan, Robert S., and Karthik Ramanna. "Principles and Content for Downstream Emissions Disclosures." Harvard Business School Working Paper, No. 24-050, January 2024.
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