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      • April 2022
      • Article

      National Customer Orientation: A Framework, Propositions and Agenda for Future Research

      By: Ofer Mintz, Imran S. Currim and Rohit Deshpandé
      Purpose: This paper aims to propose a new country-level construct, national customer orientation, to provide a benchmark for global headquartered managers’ decisions and scholars investigating cross-national research.
      Design/methodology/approach: A conceptual... View Details
      Keywords: International Marketing; Macro-marketing; Marketing; Financial Crisis; Customer Focus and Relationships; Economic Growth; Economic Slowdown and Stagnation
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      Mintz, Ofer, Imran S. Currim, and Rohit Deshpandé. "National Customer Orientation: A Framework, Propositions and Agenda for Future Research." European Journal of Marketing 56, no. 4 (April 2022): 1014–1041.
      • April 2022
      • Article

      Predictable Financial Crises

      By: Robin Greenwood, Samuel G. Hanson, Andrei Shleifer and Jakob Ahm Sørensen
      Using historical data on post-war financial crises around the world, we show that crises are substantially predictable. The combination of rapid credit and asset price growth over the prior three years, whether in the nonfinancial business or the household sector, is... View Details
      Keywords: Financial Crisis; Global Range; Forecasting and Prediction; Mathematical Methods
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      Greenwood, Robin, Samuel G. Hanson, Andrei Shleifer, and Jakob Ahm Sørensen. "Predictable Financial Crises." Journal of Finance 77, no. 2 (April 2022): 863–921.
      • 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
      • Working Paper

      THEMIS: A Framework for Cost-Benefit Analysis of COVID-19 Non-Pharmaceutical Interventions

      By: Dimitris Bertsimas, Michael Lingzhi Li and Saksham Soni
      Since December 2019, the world has been ravaged by the COVID-19 pandemic, with over 150 million confirmed cases and 3 million confirmed deaths worldwide. To combat the spread of COVID-19, governments have issued unprecedented non-pharmaceutical interventions (NPIs),... View Details
      Keywords: COVID-19; Health Pandemics; Policy; Framework; Cost vs Benefits; Outcome or Result; United States; Germany; Brazil; Singapore; Spain
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      Bertsimas, Dimitris, Michael Lingzhi Li, and Saksham Soni. "THEMIS: A Framework for Cost-Benefit Analysis of COVID-19 Non-Pharmaceutical Interventions." Working Paper, April 2022.
      • 2022
      • Working Paper

      Transferable Skills? Founders as Venture Capitalists

      By: Paul A. Gompers and Vladimir Mukharlyamov
      In this paper we explore whether or not the experience as a founder of a venture capital-backed startup influences the performance of founders who become venture capitalists (VCs). We find that nearly 7% of VCs were previously founders of a venture-backed startup.... View Details
      Keywords: Founders; Venture Capital; Entrepreneurship; Performance; Personal Development and Career; Success
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      Gompers, Paul A., and Vladimir Mukharlyamov. "Transferable Skills? Founders as Venture Capitalists." NBER Working Paper Series, No. 29907, April 2022.
      • March 2022 (Revised August 2022)
      • Case

      Swvl: Smart Mobility for the Masses

      By: Krishna Palepu, Esel Çekin and Menna Hassan
      The case focuses on strategy and governance issues at Swvl, a tech-enabled mass mobility marketplace. It describes the journey of CEO and Chairman Mostafa Kandil on his journey from founding the company to its listing on Nasdaq. Since its founding in Egypt in 2017,... View Details
      Keywords: Corporate Governance; Growth and Development Strategy; Initial Public Offering; Innovation and Invention; Business Startups; Transportation Industry; Technology Industry; Middle East; North Africa
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      Palepu, Krishna, Esel Çekin, and Menna Hassan. "Swvl: Smart Mobility for the Masses." Harvard Business School Case 122-097, March 2022. (Revised August 2022.)
      • March 30, 2022
      • Article

      To Retain Employees, Support Their Passions Outside Work

      By: Lauren C Howe, Jon M. Jachimowicz and Jochen I. Menges
      With more and more people quitting, leaders need to find new ways to boost retention. One under-recognized way to keep employees on board is to give them the flexibility and resources they need to pursue their out-of-work passions. Drawing on their research, the... View Details
      Keywords: Passion; Employees; Retention; Interests; Work-Life Balance; Human Resources; Strategy
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      Howe, Lauren C., Jon M. Jachimowicz, and Jochen I. Menges. "To Retain Employees, Support Their Passions Outside Work." Harvard Business Review (website) (March 30, 2022).
      • March 2022 (Revised May 2022)
      • Case

      Reclaiming the Land of Purple: Purpl’s Mission to Unlock Finance in Lebanon

      By: Lauren Cohen and Grace Headinger
      Karl Naim, Co-Founder and CEO of Purpl, embarked on a venture to lower remittance costs for his native Lebanon. Since October 2019, the Lebanese economy had entered a free fall as its banking sector collapsed and large swathes of its population were plunged into... View Details
      Keywords: Business Startup; Fintech; Inflation; Deflation; Cross-border Frictions; Remittances; Business Startups; Diasporas; Financial Crisis; Money; Entrepreneurship; Cross-Cultural and Cross-Border Issues; Poverty; Financial Institutions; Banking Industry; Financial Services Industry; Technology Industry; Lebanon
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      Cohen, Lauren, and Grace Headinger. "Reclaiming the Land of Purple: Purpl’s Mission to Unlock Finance in Lebanon." Harvard Business School Case 222-078, March 2022. (Revised May 2022.)
      • March 25, 2022
      • Article

      Leading an Exhausted Workforce

      By: Robin Abrahams and Boris Groysberg
      Everyone is exhausted. People are coping with collective grief and trauma on a global scale, which means leaders have to learn and exercise new skills. The authors share steps you can take to foster healthy coping mechanisms and discourage unhealthy ones; help ward off... View Details
      Keywords: Burnout; Workplace; Exhaustion; Emotions; Employees; Well-being
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      Abrahams, Robin, and Boris Groysberg. "Leading an Exhausted Workforce." Harvard Business Review (website) (March 25, 2022).
      • 2022
      • Article

      Social Interactivity in Live Video Experiences Reduces Loneliness

      By: Benjamin T. Kaveladze, Robert R. Morris, Rosa Victoria Dimitrova-Gammeltoft, Amit Goldenberg, James J. Gross, Judd Antin, Melissa Sandgren and Melissa C. Thomas-Hunt
      Background: Loneliness, especially when chronic, can substantially reduce one's quality of life. However, positive social experiences might help to break cycles of loneliness by promoting more prosocial cognitions and behaviors. Internet-mediated live video... View Details
      Keywords: Lonelines; Social Connection; Internet-mediated Communication; Experiment; Emotions; Well-being; Interpersonal Communication; Internet
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      Kaveladze, Benjamin T., Robert R. Morris, Rosa Victoria Dimitrova-Gammeltoft, Amit Goldenberg, James J. Gross, Judd Antin, Melissa Sandgren, and Melissa C. Thomas-Hunt. "Social Interactivity in Live Video Experiences Reduces Loneliness." Frontiers in Digital Health 4:859849 (2022).
      • March 2022
      • Case

      Auto Mag (Abridged)

      By: David E. Bell
      A young HBS graduate purchases a publisher of specialty magazines that advertises second hand cars, boats, trucks, etc. The magazines carry photographs and a brief description of each article for sale. The company faces the problem of deciding on how many magazines to... View Details
      Keywords: Distribution; Cost Management; Decision Choices and Conditions; Forecasting and Prediction
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      Bell, David E. "Auto Mag (Abridged)." Harvard Business School Case 122-096, March 2022.
      • March 2022 (Revised January 2025)
      • Technical Note

      Prediction & Machine Learning

      By: Iavor I. Bojinov, Michael Parzen and Paul Hamilton
      This note provides an introduction to machine learning for an introductory data science course. The note begins with a description of supervised, unsupervised, and reinforcement learning. Then, the note provides a brief explanation of the difference between traditional... View Details
      Keywords: Machine Learning; Data Science; Learning; Analytics and Data Science; Performance Evaluation; AI and Machine Learning
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      Bojinov, Iavor I., Michael Parzen, and Paul Hamilton. "Prediction & Machine Learning." Harvard Business School Technical Note 622-101, March 2022. (Revised January 2025.)
      • March 2022
      • Teaching Note

      Tomorrow.io Goes To Space

      By: Joshua Lev Krieger, Abhishek Nagaraj and James Barnett
      Teaching Note for HBS Case No. 822-005. In March 2021, the weather company Tomorrow.io announced a new project to develop satellites equipped with radar for weather monitoring and launch them into Earth’s orbit. Company leadership considers execution strategies. View Details
      Keywords: Communication; Competency and Skills; Decision Making; Design; Engineering; Globalization; Innovation and Invention; Performance; Technological Innovation; Aerospace Industry
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      Krieger, Joshua Lev, Abhishek Nagaraj, and James Barnett. "Tomorrow.io Goes To Space." Harvard Business School Teaching Note 822-102, March 2022.
      • March 2022 (Revised November 2022)
      • Case

      When Should CEOs Speak Out Publicly? The 2021 Georgia Voting Law

      By: William W. George, Hubert Joly and Amram Migdal
      This case describes the March 2021 passage of a voting and elections law in the U.S. state of Georgia and reactions by corporations and corporate leaders to the law. Included are a brief history of voting rights in the United States and Georgia and an overview of the... View Details
      Keywords: Voting Rights; CEO Activism; Communication; Communication Intention and Meaning; Communication Strategy; Forms of Communication; Announcements; Spoken Communication; Decision Making; Judgments; Voting; Demographics; Nationality; Race; Geography; Geographic Location; Geopolitical Units; Country; Government and Politics; Government Administration; Government Legislation; Political Elections; History; Law; Laws and Statutes; Rights; Leadership; Leadership Style; Management; Management Skills; Relationships; Business and Community Relations; Business and Government Relations; Business and Stakeholder Relations; Social Psychology; Status and Position; Society; Civil Society or Community; Culture; Public Opinion; Social Issues; Societal Protocols; United States; Georgia (state, US)
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      George, William W., Hubert Joly, and Amram Migdal. "When Should CEOs Speak Out Publicly? The 2021 Georgia Voting Law." Harvard Business School Case 322-015, March 2022. (Revised November 2022.)
      • March 2022 (Revised January 2023)
      • Case

      Clara Wu Tsai and Brooklyn Loan Innovation

      By: Archie L. Jones, Jeffrey J. Bussgang and Henry McGee
      Philanthropist Clara Wu Tsai is committed to racial equity and investing in Brooklyn-based minority business owners. In the wake of the George Floyd murder, she decides to create a new initiative called the Social Justice Fund and commit an initial $50 million over 10... View Details
      Keywords: Minority-owned Businesses; Racial Equity; Entrepreneurship; Race; Values and Beliefs; Small Business; Partners and Partnerships; Social Issues; Investment; Corporate Social Responsibility and Impact; Decision Making; Brooklyn
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      Jones, Archie L., Jeffrey J. Bussgang, and Henry McGee. "Clara Wu Tsai and Brooklyn Loan Innovation." Harvard Business School Case 822-124, March 2022. (Revised January 2023.)
      • March 2022 (Revised January 2023)
      • Case

      Innovation at Moog Inc.

      By: Brian J. Hall, Ashley V. Whillans, Davis Heniford, Dominika Randle and Caroline Witten
      This case focuses on the challenges of incentivizing innovation within Moog, an engineering company based in New York state that designs and builds guidance systems for space, air, and land-based travel. The case enables students to grapple with the challenges of using... View Details
      Keywords: Innovation; Innovation Lab; Innovation Management; Motivation; Incentives; Culture; Compensation; Compensation And Benefits; Scalability; Business Growth and Maturation; Collaborative Innovation and Invention; Independent Innovation and Invention; Innovation and Management; Innovation Leadership; Innovation Strategy; Organizational Culture; Performance Consistency; Performance Effectiveness; Performance Efficiency; Performance Productivity; Performance Evaluation; Creativity; Motivation and Incentives; Aerospace Industry; Transportation Industry; United States
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      Hall, Brian J., Ashley V. Whillans, Davis Heniford, Dominika Randle, and Caroline Witten. "Innovation at Moog Inc." Harvard Business School Case 922-040, March 2022. (Revised January 2023.)
      • March 2022
      • Case

      DealShare: Social E-Commerce for the Indian Mass Market

      By: Krishna G. Palepu and Malini Sen
      Launched in September 2018, e-retail startup DealShare has created a tech-enabled model for the Indian mass market that allows customers to buy together, save money on good quality goods, and at the same time have fun. It targets customers who are still getting used to... View Details
      Keywords: Business Model; Disruption; Trends; Talent and Talent Management; Customer Focus and Relationships; Value; Cost vs Benefits; Value Creation; Internet and the Web; India
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      Palepu, Krishna G., and Malini Sen. "DealShare: Social E-Commerce for the Indian Mass Market." Harvard Business School Case 322-099, March 2022.
      • Article

      Eliminating Unintended Bias in Personalized Policies Using Bias-Eliminating Adapted Trees (BEAT)

      By: Eva Ascarza and Ayelet Israeli

      An inherent risk of algorithmic personalization is disproportionate targeting of individuals from certain groups (or demographic characteristics such as gender or race), even when the decision maker does not intend to discriminate based on those “protected”... View Details

      Keywords: Algorithm Bias; Personalization; Targeting; Generalized Random Forests (GRF); Discrimination; Customization and Personalization; Decision Making; Fairness; Mathematical Methods
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      Ascarza, Eva, and Ayelet Israeli. "Eliminating Unintended Bias in Personalized Policies Using Bias-Eliminating Adapted Trees (BEAT)." e2115126119. Proceedings of the National Academy of Sciences 119, no. 11 (March 8, 2022).
      • March 2022 (Revised April 2022)
      • Case

      MTN: Unlocking Value While Driving Socioeconomic Progress

      By: Benjamin C. Esty, Pippa Tubman Armerding and Dilyana Karadzhova Botha
      On March 10, 2021, Ralph Mupita the new CEO of MTN Group, Africa's largest telecommunications company, presented the group’s 2020 annual results and unveiled a new strategy to “drive growth and unlock value.” Despite MTN’s leadership in most of its markets, the... View Details
      Keywords: Decision Making; Goals and Objectives; Valuation; Emerging Markets; Business Strategy; Financial Management; Information Technology; Corporate Finance; Telecommunications Industry; Africa; South Africa; Ghana; Nigeria
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      Esty, Benjamin C., Pippa Tubman Armerding, and Dilyana Karadzhova Botha. "MTN: Unlocking Value While Driving Socioeconomic Progress." Harvard Business School Case 722-371, March 2022. (Revised April 2022.)
      • March 2022 (Revised November 2024)
      • Case

      Aldrich Capital Partners

      By: Jo Tango and Alys Ferragamo
      By July 2016, the Aldrich Capital Partners team had spent over two years trying to raise their inaugural growth-equity fund. They had pitched to over 140 investors, but none had committed. Managing Partners Mirza Baig and Raz Zia each had extensive experience in the... View Details
      Keywords: Growth Equity; Investment Evaluation; Entrepreneurship; Private Equity; Investment; Strategy; Decision Making; United States
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      Tango, Jo, and Alys Ferragamo. "Aldrich Capital Partners." Harvard Business School Case 822-090, March 2022. (Revised November 2024.)
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