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      • 2024
      • Working Paper

      Categorical Processing in a Complex World

      By: Marco Sammon, Thomas Graeber and Christopher Roth
      In real-world news environments, quantitative information is rarely presented in isolation; it is characterized through qualitative comparisons with various reference levels. Company earnings, for example, are commonly compared to analyst forecasts, previous earnings,... View Details
      Keywords: Announcements; Cognition and Thinking; Communication Strategy
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      Sammon, Marco, Thomas Graeber, and Christopher Roth. "Categorical Processing in a Complex World." Working Paper, November 2024.
      • November–December 2024
      • Article

      Outcome-Driven Dynamic Refugee Assignment with Allocation Balancing

      By: Kirk Bansak and Elisabeth Paulson
      This study proposes two new dynamic assignment algorithms to match refugees and asylum seekers to geographic localities within a host country. The first, currently implemented in a multi-year pilot in Switzerland, seeks to maximize the average predicted employment... View Details
      Keywords: AI and Machine Learning; Refugees; Geographic Location; Employment
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      Bansak, Kirk, and Elisabeth Paulson. "Outcome-Driven Dynamic Refugee Assignment with Allocation Balancing." Operations Research 72, no. 6 (November–December 2024): 2375–2390.
      • October 2024
      • Case

      Sacoor Brothers: From Co-Family CEOs to No Family CEOs?

      By: Lauren Cohen, David Ager and Alpana Thapar
      Sacoor Brothers, a luxury clothing retail company, was founded in 1989 in Lisbon, Portugal, by four brothers—Malik, Salim, Rahimo, and Moez. After establishing a strong presence in Portugal, the brothers were drawn to the rapidly growing retail markets in the Middle... View Details
      Keywords: Growth; Geographic Mobility; Family Office; Professionalization; Institutional Development; Second-generation; Third-generation; Family Business; Private Equity; Investment; Governance; Transition; Business Model; Growth and Development Strategy; Management Succession; Market Entry and Exit; Family and Family Relationships; Expansion; Retail Industry; Fashion Industry; Middle East; United Arab Emirates; Saudi Arabia; Portugal; Jordan; Dubai
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      Cohen, Lauren, David Ager, and Alpana Thapar. "Sacoor Brothers: From Co-Family CEOs to No Family CEOs?" Harvard Business School Case 225-008, October 2024.
      • October 2024
      • Teaching Note

      Taiwan After Globalization: Twilight of the Developmental State?

      By: Debora L. Spar and Julia M. Comeau
      Teaching Note for HBS Case No. 324-032. In the last 70 years, the small island of Taiwan has achieved what many believe to be a “miracle”: its economy has grown at a record-setting pace, driven and guided by one of the world's most successful set of industrial... View Details
      Keywords: Economic Growth; Economic Slowdown and Stagnation; Trade; Policy; Government and Politics; Globalized Economies and Regions; Semiconductor Industry; Technology Industry; Taiwan; China; Asia; United States
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      Spar, Debora L., and Julia M. Comeau. "Taiwan After Globalization: Twilight of the Developmental State?" Harvard Business School Teaching Note 325-057, October 2024.
      • 2024
      • Other Unpublished Work

      A Proposal for the IMF: A New Instrument of International Liquidity Provision for Emerging Markets and Developing Economies

      By: Laura Alfaro, Guillermo Calvo, José de Gregorio, Augusto de la Torre, Pablo Guidotti, Enrique Mendoza, Ernesto Talvi, Liliana Rojas-Suarez and Andrés Velasco
      This paper addresses a critical flaw in the international financial system: the failure to address the inherent asymmetry between countries that issue reserve currencies and those that do not, leaving the latter vulnerable during systemic liquidity crises. We propose... View Details
      Keywords: Macroeconomics; Emerging Markets; Financial Markets; International Finance; Developing Countries and Economies; Latin America
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      Alfaro, Laura, Guillermo Calvo, José de Gregorio, Augusto de la Torre, Pablo Guidotti, Enrique Mendoza, Ernesto Talvi, Liliana Rojas-Suarez, and Andrés Velasco. "A Proposal for the IMF: A New Instrument of International Liquidity Provision for Emerging Markets and Developing Economies." Comité Latinoamericano de Asuntos Financieros (CLAAF) Statement, 345, October 2024.
      • 2025
      • Working Paper

      Bank Capital and the Growth of Private Credit

      By: Sergey Chernenko, Robert Ialenti and David Scharfstein
      We show that business development companies (BDCs), a significant source of private credit, are very well capitalized according to bank capital frameworks. These types of private credit funds have median risk-based capital ratios of about 36%, which is 26 percentage... View Details
      Keywords: Financing and Loans; Capital; Credit; Financial Institutions
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      Chernenko, Sergey, Robert Ialenti, and David Scharfstein. "Bank Capital and the Growth of Private Credit." Working Paper, June 2025.
      • 2025
      • Book

      Retiring: Creating a Life That Works for You

      By: Teresa M. Amabile, Lotte Bailyn, Marcy Crary, Douglas T. Hall and Kathy E. Kram
      Retirement, as a major life transition, can be both thrilling and challenging in unexpected ways. Written by acclaimed authors in the fields of business leadership, careers, and work, this book goes beyond the typical financial and health-related advice on retirement,... View Details
      Keywords: Retirement
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      Amabile, Teresa M., Lotte Bailyn, Marcy Crary, Douglas T. Hall, and Kathy E. Kram. Retiring: Creating a Life That Works for You. Routledge, 2025.
      • October 2024
      • Article

      Sampling Bias in Entrepreneurial Experiments

      By: Ruiqing Cao, Rembrand Koning and Ramana Nanda
      Using data from a prominent online platform for launching new digital products, we document that ‘sampling bias’—defined as the difference between a startup’s target customer base and the actual sample on which early ‘beta tests’ are conducted—has a systematic and... View Details
      Keywords: Target Market; Sampling Biases; Beta Testing; Product Launch; Entrepreneurship; Gender
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      Cao, Ruiqing, Rembrand Koning, and Ramana Nanda. "Sampling Bias in Entrepreneurial Experiments." Management Science 70, no. 10 (October 2024): 7283–7307.
      • Fall 2024
      • Article

      The Three Traps That Stymie Reinvention: Organizational Identity, Architecture, and Collaboration Can Be Either Assets or Liabilities to Pursuing Growth in New Sectors

      By: Ryan Raffaelli
      In more than a decade of researching innovation, I have observed how organizations respond to new opportunities, technological changes, or unexpected market shifts that threaten to upend their current business model. This process, which I call reinvention, may occur... View Details
      Keywords: Innovation And Strategy; Change Leadership; Collaboration; Architecture; Transformation; Disruption; Leading Change; Innovation Strategy; Identity; Organizational Culture; Organizational Structure
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      Raffaelli, Ryan. "The Three Traps That Stymie Reinvention: Organizational Identity, Architecture, and Collaboration Can Be Either Assets or Liabilities to Pursuing Growth in New Sectors." MIT Sloan Management Review 66, no. 1 (Fall 2024): 46–52. (Cover story.)
      • September 2024
      • Case

      Xendit: Hiring for Growth

      By: Jeffrey F. Rayport, Steve Castano, Quoc Anh Nguyen and Claire Wu
      In 2019, Xendit, a growth-stage Southeast Asia (SEA) fintech venture based in Jakarta, was looking to hire a Head of Sales and Head of Product to lead its next phase of growth. Founded by Moses Lo and Tessa Wijaya, Xendit provided payment infrastructure, modeling... View Details
      Keywords: Fintech; Financing and Loans; Entrepreneurship; Jobs and Positions; Sales; Product; Growth and Development; Selection and Staffing; Organizational Culture; Expansion; Financial Services Industry; Technology Industry; Southeast Asia; Indonesia; Philippines
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      Rayport, Jeffrey F., Steve Castano, Quoc Anh Nguyen, and Claire Wu. "Xendit: Hiring for Growth." Harvard Business School Case 825-046, September 2024.
      • September 2024
      • Case

      Leadership for Stretch Goals: Inspiring Employees to Achieve the Impossible at Charter Next Generation

      By: Ethan Rouen and Elisabeth Powell
      In 2023, Kathy Bolhous, CEO of Charter Next Generation (CNG), set out to achieve an ambitious "Moonshot"—increasing profits by $100 million within three years, purely through internal innovations and efficiency gains, without layoffs or new revenue streams. After years... View Details
      Keywords: Profit; Collaborative Innovation and Invention; Leadership; Growth Management; Mission and Purpose; Employee Ownership; Motivation and Incentives
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      Rouen, Ethan, and Elisabeth Powell. "Leadership for Stretch Goals: Inspiring Employees to Achieve the Impossible at Charter Next Generation." Harvard Business School Case 125-025, September 2024.
      • September 2024 (Revised February 2025)
      • Case

      Aramco: Navigating the Energy Transition

      By: Tarun Khanna and Gizem Cihan Dincsoy
      In March 2024, Amin Nasser, president, and CEO of the Saudi Arabian Oil Company (Aramco), had just delivered a speech about the future of energy at a global energy conference. The world was behind schedule in meeting long-term climate change goals. The global shift... View Details
      Keywords: Energy Transmission; Oil & Gas; Economic Diversification; Corporate Strategy; Leadership; Business Strategy; Goals and Objectives; Transition; Environmental Sustainability; Diversification; Energy Industry; Saudi Arabia
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      Khanna, Tarun, and Gizem Cihan Dincsoy. "Aramco: Navigating the Energy Transition." Harvard Business School Case 725-358, September 2024. (Revised February 2025.)
      • September 2024 (Revised March 2025)
      • Case

      Epic: The Future of Health Information Technology

      By: Regina E. Herzlinger and Brian L. Walker
      How should the founder and leadership team of a health IT company with more than 45 years of market leadership prepare for the future, while navigating founder transitions and industry changes? Founded by Judy Faulkner in the late 1970s, Epic pioneered electronic... View Details
      Keywords: Technological Innovation; Entrepreneurship; Health Care and Treatment; Private Ownership; Customer Focus and Relationships; Information Management; Organizational Change and Adaptation; Business Strategy; Competition; Health Industry; Electronics Industry; Information Technology Industry
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      Herzlinger, Regina E., and Brian L. Walker. "Epic: The Future of Health Information Technology." Harvard Business School Case 325-028, September 2024. (Revised March 2025.)
      • September 2024
      • Case

      The China-Pakistan Economic Corridor

      By: Meg Rithmire, Hong Zhang and Salaar A. Shaikh
      Since the launch of CPEC, two of Pakistan’s Prime Ministers had been removed from office, one by the Supreme Court and the other in a no confidence vote. Historic floods had underscored the country’s vulnerability to climate change, and the country had agreed to two... View Details
      Keywords: Developing Countries and Economies; Macroeconomics; Climate Change; Financing and Loans; Government Administration; International Relations; Political Elections; Projects; China; Pakistan
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      Rithmire, Meg, Hong Zhang, and Salaar A. Shaikh. "The China-Pakistan Economic Corridor." Harvard Business School Case 725-007, September 2024.
      • September 2024
      • Case

      InfraCredit and the Project Inception Facility

      By: John Macomber, Namrata Arora and Maagatha Kalavadakken
      Around the world, large infrastructure projects are frequently stymied by the high cost and high uncertainty of the project inception phase: the research and engineering and planning prior to financial close and start of construction. Could there be a new kind of... View Details
      Keywords: Infrastructure; Financial Institutions; Financial Instruments; Cost; Cash Flow; Capital; Assets; Financial Markets; Financial Strategy; Insurance; Energy; Product Development; Risk and Uncertainty; Business Strategy; Credit; Financial Services Industry; Energy Industry; Banking Industry; Africa; Nigeria
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      Macomber, John, Namrata Arora, and Maagatha Kalavadakken. "InfraCredit and the Project Inception Facility." Harvard Business School Case 225-027, September 2024.
      • September 2024
      • Supplement

      National Public Broadcasting (B)

      By: Richard S. Ruback and Royce Yudkoff
      Pre-abstract: Instructors should consider the timing of making videos available to students, as they may reveal key case details.
      Abstract: This (B) case supplement is designed for use by faculty only to support classroom instruction in conjunction with... View Details
      Keywords: Financial Strategy; Financial Management; Media; Ownership; Strategy; Advertising; Decision Choices and Conditions; Entrepreneurship; Financing and Loans; Mergers and Acquisitions; Private Equity; Journalism and News Industry; Journalism and News Industry; United States
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      Ruback, Richard S., and Royce Yudkoff. "National Public Broadcasting (B)." Harvard Business School Multimedia/Video Supplement 225-706, September 2024.
      • September 2024
      • Supplement

      Red Hen Baking Company (B)

      By: Richard S. Ruback and Royce Yudkoff
      Pre-abstract: Instructors should consider the timing of making videos available to students, as they may reveal key case details.

      Abstract: This (B) case supplement is designed for use by faculty only to support classroom instruction in conjunction with "Red... View Details
      Keywords: Entrepreneurship; Financial Strategy; Financial Management; Buildings and Facilities; Finance; Food; Risk Management; Risk and Uncertainty; Growth and Development Strategy; Food and Beverage Industry; United States; Vermont
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      Ruback, Richard S., and Royce Yudkoff. "Red Hen Baking Company (B)." Harvard Business School Multimedia/Video Supplement 225-710, September 2024.
      • September 2024
      • Supplement

      Revenue Solutions, LLC (B)

      By: Richard S. Ruback and Royce Yudkoff
      Pre-abstract: Instructors should consider the timing of making videos available to students, as they may reveal key case details.

      Abstract: This (B) case supplement is designed for use by faculty only to support classroom instruction in conjunction with... View Details
      Keywords: Financial Strategy; Financial Management; Joint Ventures; Brands and Branding; Partners and Partnerships; Small Business; Ownership; Personal Development and Career; Consumer Products Industry; United States; California
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      Ruback, Richard S., and Royce Yudkoff. "Revenue Solutions, LLC (B)." Harvard Business School Multimedia/Video Supplement 225-708, September 2024.
      • September 2024 (Revised December 2024)
      • Case

      Sona Comstar and Blackstone: Unlocking Value Through Business Transformation

      By: Ranjay Gulati and Kanika Jain
      Private equity firm Blackstone’s majority investment in automotive systems manufacturer Sona Comstar had culminated in the largest IPO in the Indian auto components industry in 2021, with stellar returns for all involved. This EV supplier was the result of a 2019... View Details
      Keywords: Strategy; Decision Making; Engineering; Management; Risk and Uncertainty; Private Equity; Mergers and Acquisitions; Initial Public Offering; Auto Industry; Manufacturing Industry; Technology Industry; Asia; Southeast Asia
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      Gulati, Ranjay, and Kanika Jain. "Sona Comstar and Blackstone: Unlocking Value Through Business Transformation." Harvard Business School Case 425-035, September 2024. (Revised December 2024.)
      • September 2024 (Revised October 2024)
      • Case

      Anker Innovations (A)

      By: Feng Zhu, Jiangyong Lu and Nancy Hua Dai
      An Amazon-native brand, Anker is the world’s No. 1 mobile charging brand and a leading consumer electronics company. Over the years, Anker developed an effective model of proving new products online first by leveraging customer insights from its proprietary Voice of... View Details
      Keywords: Decision Choices and Conditions; Product; Distribution; Product Launch; Electronics Industry; Consumer Products Industry
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      Zhu, Feng, Jiangyong Lu, and Nancy Hua Dai. "Anker Innovations (A)." Harvard Business School Case 625-057, September 2024. (Revised October 2024.)
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