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    • All HBS Web  (5,764)
      • Faculty Publications  (1,258)

      Scaling Social ImpactRemove Scaling Social Impact →

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      • 2024
      • Working Paper

      Scaling Core Earnings Measurement with Large Language Models

      By: Matthew Shaffer and Charles CY Wang
      We study the application of large language models (LLMs) to the estimation of core earnings, i.e., a firm's persistent profitability from its core business activities. This construct is central to investors' assessments of economic performance and valuations. However,... View Details
      Keywords: Large Language Models; AI and Machine Learning; Accounting; Profit; Corporate Disclosure; Analytics and Data Science; Measurement and Metrics
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      Shaffer, Matthew, and Charles CY Wang. "Scaling Core Earnings Measurement with Large Language Models." Working Paper, November 2024.
      • November 2024 (Revised January 2025)
      • Case

      Balancing Impact: Modeling the Future at British International Investment

      By: Shawn Cole and Jonah Zahnd
      In 2022, British International Investment (BII), the £8.1 billion development finance arm of the British government, implemented a new impact measurement system called the Impact Score to align its financial and impact objectives systematically. The tool was designed... View Details
      Keywords: Investment Portfolio; Measurement and Metrics; Corporate Social Responsibility and Impact; Alignment; United Kingdom
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      Cole, Shawn, and Jonah Zahnd. "Balancing Impact: Modeling the Future at British International Investment." Harvard Business School Case 225-047, November 2024. (Revised January 2025.)
      • November–December 2024
      • Article

      Group Size and Its Impact on Diversity-Related Perceptions and Hiring Decisions in Homogeneous Groups

      By: Aneesh Rai, Edward H. Chang, Erika Kirgios and Katherine L. Milkman
      Why do some homogeneous groups face backlash for lacking diversity, whereas others escape censure? We show that a homogeneous group’s size changes how it is perceived and whether decision makers pursue greater diversity in its ranks. We theorize that people make... View Details
      Keywords: Diversity; Perception; Decision Making; Groups and Teams; Selection and Staffing; Size
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      Rai, Aneesh, Edward H. Chang, Erika Kirgios, and Katherine L. Milkman. "Group Size and Its Impact on Diversity-Related Perceptions and Hiring Decisions in Homogeneous Groups." Organization Science 35, no. 6 (November–December 2024): 1990–2015.
      • November 2024
      • Article

      Stakeholder Amnesia in M&A Deals

      By: Caley Petrucci and Guhan Subramanian
      Public companies have increasingly embraced environmental, social and governance (ESG) factors in the course of everyday business. However, these ESG considerations are virtually non-existent in merger and acquisition (M&A) transactions. Elon Musk’s recent acquisition... View Details
      Keywords: Corporate Governance; Corporate Social Responsibility and Impact; Governing and Advisory Boards; Mergers and Acquisitions
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      Petrucci, Caley, and Guhan Subramanian. "Stakeholder Amnesia in M&A Deals." Journal of Corporation Law 50, no. 1 (November 2024): 87–147.
      • November 5, 2024
      • Article

      The International Empirics of Management

      By: Daniela Scur, Scott Ohlmacher, John Van Reenen, Morten Bennedsen, Nick Bloom, Ali Choudhary, Lucia Foster, Jesse Groenewegen, Arti Grover, Sjoerd Hardeman, Leonardo Iacovone, Ryo Kambayashi, Marie-Christine Laible, Renata Lemos, Hongbin Li, Andrea Linarello, Mika Maliranta, Denis Medvedev, Charlotte Meng, John Miles Touya, Natalia Mandirola, Roope Ohlsbom, Atsushi Ohyama, Megha Patnaik, Mariana Pereira-López, Raffaella Sadun, Tatsuro Senga, Franklin Qian and Florian Zimmermann
      A country’s national income broadly depends on the quantity and quality of workers and capital. But how well these factors are managed within and between firms may be a key determinant of a country’s productivity and its GDP. Although social scientists have long... View Details
      Keywords: Performance Productivity; Economy; Management Practices and Processes
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      Scur, Daniela, Scott Ohlmacher, John Van Reenen, Morten Bennedsen, Nick Bloom, Ali Choudhary, Lucia Foster, Jesse Groenewegen, Arti Grover, Sjoerd Hardeman, Leonardo Iacovone, Ryo Kambayashi, Marie-Christine Laible, Renata Lemos, Hongbin Li, Andrea Linarello, Mika Maliranta, Denis Medvedev, Charlotte Meng, John Miles Touya, Natalia Mandirola, Roope Ohlsbom, Atsushi Ohyama, Megha Patnaik, Mariana Pereira-López, Raffaella Sadun, Tatsuro Senga, Franklin Qian, and Florian Zimmermann. "The International Empirics of Management." Proceedings of the National Academy of Sciences 121, no. 45 (November 5, 2024).
      • October 2024
      • Module Note

      Purpose of the Firm

      By: Debora L. Spar and Julia M. Comeau
      Purpose of the Firm (PoF) is a short module designed to explore how, and under what circumstances, business leaders can harness the power of capitalism and markets to “make a difference in the world”—that is, to address a significant societal problem as a commercial... View Details
      Keywords: Social Accounting; Purpose; Corporate Social Responsibility and Impact; Social Enterprise; Mission and Purpose; Leadership
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      Spar, Debora L., and Julia M. Comeau. "Purpose of the Firm." Harvard Business School Module Note 325-035, October 2024.
      • October 2024
      • Case

      GLIN Impact Capital

      By: Ethan Rouen and Akiko Saito
      In 2024, the co-founders of the venture capital fund GLIN Impact Capital face a critical inflection point as they consider launching a second, significantly larger impact investment fund in Japan. Founded in 2021 by the three Harvard Business School alumni, GLIN is one... View Details
      Keywords: Venture Capital; Investment Funds; Growth and Development Strategy; Corporate Social Responsibility and Impact; Power and Influence; Japan
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      Rouen, Ethan, and Akiko Saito. "GLIN Impact Capital." Harvard Business School Case 125-053, October 2024.
      • October 2024
      • Case

      Estímulo: Blended Finance in Brazil

      By: Vikram S. Gandhi, James Barnett, Maxim Pike Harrell and Marina Osborn
      In December 2022, Estímulo—a Brazilian impact investment fund supporting small businesses—found itself at a crossroads. The fund was established in 2020 to provide emergency relief through accessible credit and financial education. When low default rates from borrowers... View Details
      Keywords: Credit; Financial Management; Financing and Loans; Investment; Social Enterprise; Business Model; Financial Services Industry; Brazil; South America; Latin America
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      Gandhi, Vikram S., James Barnett, Maxim Pike Harrell, and Marina Osborn. "Estímulo: Blended Finance in Brazil." Harvard Business School Case 325-016, October 2024.
      • Fall, 2024
      • Article

      Sixty Years of the Voting Rights Act: Progress and Pitfalls

      By: Andrea Bernini, Giovanni Facchini, Marco Tabellini and Cecilia Testa
      We review the literature on the effects of the 1965 Voting Rights Act (VRA), which removed formal restrictions to Black political participation. After a brief description of racial discrimination suffered by Black Americans since Reconstruction, we introduce the goals... View Details
      Keywords: Prejudice and Bias; Equality and Inequality; Race; Political Elections; Voting; Policy; Outcome or Result; Government Legislation
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      Bernini, Andrea, Giovanni Facchini, Marco Tabellini, and Cecilia Testa. "Sixty Years of the Voting Rights Act: Progress and Pitfalls." Oxford Review of Economic Policy 40, no. 3 (Fall, 2024): 486–497.
      • Fall 2024
      • Article

      The Case for Climate Alliances

      By: Matteo Gasparini, Knut Haanaes, Emily Tedards and Peter Tufano
      Business leaders are under pressure to address the climate crisis, but they can’t do so alone. Climate alliances can help leaders and firms be more ambitious, responsible, and effective in driving the systems change necessary to save the planet. View Details
      Keywords: Climate Change; Corporate Social Responsibility and Impact; Partners and Partnerships
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      Gasparini, Matteo, Knut Haanaes, Emily Tedards, and Peter Tufano. "The Case for Climate Alliances." Stanford Social Innovation Review 22, no. 4 (Fall 2024): 48–57.
      • September–October 2024
      • Article

      The Crowdless Future? Generative AI and Creative Problem-Solving

      By: Léonard Boussioux, Jacqueline N. Lane, Miaomiao Zhang, Vladimir Jacimovic and Karim R. Lakhani
      The rapid advances in generative artificial intelligence (AI) open up attractive opportunities for creative problem-solving through human-guided AI partnerships. To explore this potential, we initiated a crowdsourcing challenge focused on sustainable, circular economy... View Details
      Keywords: Large Language Models; Generative Ai; Crowdsourcing; AI and Machine Learning; Creativity; Technological Innovation
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      Boussioux, Léonard, Jacqueline N. Lane, Miaomiao Zhang, Vladimir Jacimovic, and Karim R. Lakhani. "The Crowdless Future? Generative AI and Creative Problem-Solving." Organization Science 35, no. 5 (September–October 2024): 1589–1607.
      • September 26, 2024
      • Article

      A Better Way to Measure Social Impact

      By: Robert S. Kaplan and Constance Spitzer
      All impact investors report the financial returns from their funds and investments, and many provide metrics on intended social outcomes, such as numbers of individuals served, or quality jobs created. But investors do not supply metrics about their impacts on... View Details
      Keywords: Impact Investing; Social Impact Investment; Inclusive Growth; Sustainability; Corporate Social Responsibility and Impact; Environmental Sustainability
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      Kaplan, Robert S., and Constance Spitzer. "A Better Way to Measure Social Impact." Harvard Business Review Digital Articles (September 26, 2024).
      • September 2024
      • Supplement

      Allbirds: Decarbonizing Fashion (B)

      By: Michael W. Toffel, Kenneth P. Pucker and Stacy Straaberg
      The Allbirds: Decarbonizing Fashion (B) case encourages students to assess Allbirds’ product development and go-to-market strategies now that Allbirds is a publicly listed company. The (B) case provides a 2024 update on Allbirds including its initial public offering,... View Details
      Keywords: Financial Markets; Initial Public Offering; Global Strategy; Collaborative Innovation and Invention; Innovation Strategy; Knowledge Sharing; Distribution; Corporate Social Responsibility and Impact; Mission and Purpose; Going Public; Performance; Diversification; Stocks; Transformation; Fashion Industry; United States; San Francisco; California; Europe; Asia; New Zealand
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      Toffel, Michael W., Kenneth P. Pucker, and Stacy Straaberg. "Allbirds: Decarbonizing Fashion (B)." Harvard Business School Supplement 625-004, September 2024.
      • September 2024
      • Case

      Open Door Legal: Universal Legal Access

      By: Brian Trelstad, Taylor Greenthal and Sarah Mehta
      This case is about Open Door Legal (ODL), a San Francisco-based civil legal aid nonprofit. CEO Adrian Tirtanadi founded the organization in 2012 with a mission to achieve universal access to legal representation for all city residents. By 2024, ODL had opened four... View Details
      Keywords: Social Entrepreneurship; Law; Growth Management; Nonprofit Organizations; Civil Society or Community; Business Model; Expansion; Legal Services Industry; United States; California; Los Angeles; San Francisco
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      Trelstad, Brian, Taylor Greenthal, and Sarah Mehta. "Open Door Legal: Universal Legal Access." Harvard Business School Case 325-006, September 2024.
      • September 20, 2024
      • Article

      It’s Time to Unbundle ESG

      By: Aaron K. Chatterji and Michael W. Toffel
      ESG is at an inflection point. It has come to represent a broad and inchoate aspiration for what business should be doing beyond maximizing shareholder value. With ESG advocates on the defensive, business leaders need a new roadmap to determine which factors to... View Details
      Keywords: ESG; ESG (Environmental, Social, Governance) Performance; ESG Ratings; ESG Reporting; ESG Disclosure; Sustainability; Climate; Climate Finance; Climate Risk; Social Accounting; Investment; Governance; Safety; Climate Change; Environmental Sustainability; Corporate Social Responsibility and Impact; Financial Services Industry
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      Chatterji, Aaron K., and Michael W. Toffel. "It’s Time to Unbundle ESG." Harvard Business Review (website) (September 20, 2024).
      • August 2024 (Revised February 2025)
      • Case

      Novo Nordisk Foundation

      By: Debora L. Spar and Julia M. Comeau
      In 2024, Novo Nordisk A/S was one of the most profitable firms in the world, thanks largely to just two GLP-1-based drugs, Ozempic and Wegovy. Unusually, this incredibly profitable firm was controlled not by individual private shareholders, but by a non-profit... View Details
      Keywords: Pharmaceutical Companies; Diabetes; Obesity; Foundation; Non-profit Management; Profit; Corporate Governance; Business or Company Management; Corporate Social Responsibility and Impact; Expansion; Philanthropy and Charitable Giving; Nonprofit Organizations; Pharmaceutical Industry; Denmark; Europe
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      Spar, Debora L., and Julia M. Comeau. "Novo Nordisk Foundation." Harvard Business School Case 325-031, August 2024. (Revised February 2025.)
      • 2024
      • Working Paper

      How Real Is Hypothetical?: A High-Stakes Test of the Allais Paradox

      By: Uri Gneezy, Yoram Halevy, Brian Hall, Theo Offerman and Jeroen van de Ven
      Researchers in behavioral and experimental economics often argue that only incentive-compatible mechanisms can elicit effort and truthful responses from participants. Others argue that participants make less-biased decisions when the stakes are sufficiently high.... View Details
      Keywords: Research; Behavioral Finance; Economics; Behavior; Prejudice and Bias
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      Gneezy, Uri, Yoram Halevy, Brian Hall, Theo Offerman, and Jeroen van de Ven. "How Real Is Hypothetical? A High-Stakes Test of the Allais Paradox." Harvard Business School Working Paper, No. 25-005, August 2024.
      • August 2024 (Revised August 2024)
      • Background Note

      Note on Adherence in Healthcare

      By: Regina E. Herzlinger, Zachery Page and Ben Creo
      This note provides an overview of adherence in healthcare. It discusses systemwide costs of non-adherence, common barriers to adherence, relevant stakeholders, novel compliance tactics, and the impact on digital therapeutic adoption. It is recommended as a companion to... View Details
      Keywords: Health Care and Treatment; Behavior; Health Industry
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      Herzlinger, Regina E., Zachery Page, and Ben Creo. "Note on Adherence in Healthcare." Harvard Business School Background Note 325-025, August 2024. (Revised August 2024.)
      • August 2024
      • Case

      Pioneering Pain Management: CWC Alliance Combats the Opioid Epidemic

      By: Susanna Gallani, Karen L. Sedatole and Sarah Mehta
      Set in March 2024, this case is about CWC Alliance (CWC), a nonprofit working to prevent opioid addiction in the U.S. Founder Cammie Wolf Rice launched CWC in 2018 after her son, Christopher Wolf, died of a heroin overdose. Wolf’s dependence on opioids stemmed from a... View Details
      Keywords: Health Care and Treatment; Innovation and Invention; Jobs and Positions; Nonprofit Organizations; Expansion; Growth and Development Strategy; Service Delivery; Mission and Purpose; Health Industry; United States; Georgia (state, US); Atlanta
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      Gallani, Susanna, Karen L. Sedatole, and Sarah Mehta. "Pioneering Pain Management: CWC Alliance Combats the Opioid Epidemic." Harvard Business School Case 125-012, August 2024.
      • July 2024 (Revised January 2025)
      • Case

      Rockefeller Philanthropy Advisors: Bringing Systematic Investment to Philanthropy

      By: Lauren Cohen, Hao Gao, Alexander Bischoff and Sophia Pan
      Melissa Berman, CEO of Rockefeller Philanthropy Advisors (RPA), evaluated her client’s philanthropy project and its mediocre performance. RPA was a segment of the Rockefeller Family Office’s Philanthropy Department, becoming an independent charity in 2002. Consistently... View Details
      Keywords: Philanthropy; Philanthropic Sector; Performance Evaluations; Social Network; Collaboration; Foundation; Due Diligence; Humanitarianism; Humanitarian Assistance; Grants; Expertise; HNW Products And Services; Donations; Impact; Advisor; Advice; Consulting; Funding; Consulting Services; Family Business; Cost vs Benefits; Developing Countries and Economies; Private Sector; Spending; Mission and Purpose; Philanthropy and Charitable Giving; Performance Evaluation; Nonprofit Organizations; Reputation; Social and Collaborative Networks; Social Issues; Wealth and Poverty; Consulting Industry; New York (city, NY); New York (state, US); United States
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      Cohen, Lauren, Hao Gao, Alexander Bischoff, and Sophia Pan. "Rockefeller Philanthropy Advisors: Bringing Systematic Investment to Philanthropy." Harvard Business School Case 225-005, July 2024. (Revised January 2025.)
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