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      • August 2018 (Revised February 2023)
      • Case

      Hubble Contact Lenses: Data Driven Direct-to-Consumer Marketing

      By: Jill Avery and Ayelet Israeli
      As its Series A extension round approaches, the founders of Hubble, a subscription-based, social-media fueled, direct-to-consumer (DTC) brand of contact lenses, are reflecting on the marketing strategies that have taken them to a valuation of $200 million and debating... View Details
      Keywords: DTC; Direct To Consumer Marketing; Health Care; Mobile; Attribution; Experimentation; Experiments; Churn/retention; Customer Lifetime Value; Internet Marketing; Big Data; Analytics; A/B Testing; CRM; Advertising; Marketing; Marketing Channels; Marketing Strategy; Media; Brands and Branding; Marketing Communications; Digital Marketing; Consumer Behavior; Acquisition; Growth and Development Strategy; Customer Focus and Relationships; Social Media; E-commerce; Analytics and Data Science; Health Industry; Consumer Products Industry; United States; North America; Europe
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      Avery, Jill, and Ayelet Israeli. "Hubble Contact Lenses: Data Driven Direct-to-Consumer Marketing." Harvard Business School Case 519-011, August 2018. (Revised February 2023.)
      • June 2018
      • Case

      Feeding America (A)

      By: Scott Duke Kominers and Alan Lam
      This case describes how Feeding America, the third-largest nonprofit organization in the U.S., designed a marketplace for allocating donated food across its network of food banks. It considers the promises and pitfalls of using market-based allocation in the context of... View Details
      Keywords: Social Enterprise; Nonprofit Organizations; Food; Resource Allocation; Fairness; Performance Efficiency; United States
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      Kominers, Scott Duke, and Alan Lam. "Feeding America (A)." Harvard Business School Case 818-130, June 2018.
      • June 2018
      • Supplement

      Feeding America (B)

      By: Scott Duke Kominers and Alan Lam
      Supplements the (A) case. View Details
      Keywords: Social Enterprise; Nonprofit Organizations; Food; Resource Allocation; Fairness; Performance Efficiency; United States
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      Kominers, Scott Duke, and Alan Lam. "Feeding America (B)." Harvard Business School Supplement 818-131, June 2018.
      • Article

      Integrated Strategy: Residual Market and Exchange Imperfections as the Foundation of Sustainable Competitive Advantage

      By: Felix Oberholzer-Gee and Dennis Yao
      Market imperfections are central to understanding the mechanisms that permit firms to capture value. Many of these imperfections are competed away when firms struggle to attain and defend competitive advantages, making markets more efficient in the process. The... View Details
      Keywords: Integrated Strategy; Nonmarket Strategy; Market Imperfections; Strategy; Competitive Advantage; Governing Rules, Regulations, and Reforms
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      Oberholzer-Gee, Felix, and Dennis Yao. "Integrated Strategy: Residual Market and Exchange Imperfections as the Foundation of Sustainable Competitive Advantage." Special Issue on Strategy and the Institutional Environment edited by Gautam Ahuja, Laurence Capron, Michael Lenox, and Dennis A. Yao. Strategy Science 3, no. 2 (June 2018): 463–480.
      • 2018
      • Chapter

      New Prospects for Organizational Democracy?: How the Joint Pursuit of Social and Financial Goals Challenges Traditional Organizational Designs

      By: Julie Battilana, Michael Fuerstein and Michael Lee
      For an extended period during the first half of the 20th century, industrial democracy was a vibrant movement, with ideological and organizational ties to a thriving unionism. In 2015, however, things look different. While there are instances of democracy in the... View Details
      Keywords: Organizational Design; Social Enterprise; Values and Beliefs; Integration; Theory
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      Battilana, Julie, Michael Fuerstein, and Michael Lee. "New Prospects for Organizational Democracy? How the Joint Pursuit of Social and Financial Goals Challenges Traditional Organizational Designs." In Capitalism Beyond Mutuality? Perspectives Integrating Philosophy and Social Science, edited by Subramanian Rangan, 256–288. Oxford, UK: Oxford University Press, 2018.
      • Article

      Offline Showrooms in Omni-channel Retail: Demand and Operational Benefits

      By: David R. Bell, Santiago Gallino and Antonio Moreno
      Omnichannel environments where customers shop online and offline at the same retailer are ubiquitous and are deployed by online-first and traditional retailers alike. We focus on the relatively understudied domain of online-first retailers and the engagement of a key... View Details
      Keywords: Experience Attributes; Marketing–operations Interface; Omnichannel Retailing; Quasi-experimental Methods; Retail Operations; Showrooms; Marketing Channels; Demand and Consumers; Performance Efficiency; Retail Industry
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      Bell, David R., Santiago Gallino, and Antonio Moreno. "Offline Showrooms in Omni-channel Retail: Demand and Operational Benefits." Management Science 64, no. 4 (April 2018): 1629–1651. (Winner of the 2014 POMS Applied Research Challenge. Workshop on Information Systems Economics Overall Best Paper Award 2014.)
      • March 2018
      • Article

      Hospital Budget Systems are Holding Back Innovation

      By: Robert S. Kaplan, Michael S. Jellinek and Derek A. Haas
      Nearly 800 digital health startups were funded in 2017, an all-time high. Each of the new companies offers the hope of transforming the performance of the U.S. health care system. The audience for such innovation wants to be receptive: A recent American Hospital... View Details
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      Kaplan, Robert S., Michael S. Jellinek, and Derek A. Haas. "Hospital Budget Systems are Holding Back Innovation." Special Issue on HBR Insight Center: Health Care's New Frontier. Harvard Business Review (website) (March 2018).
      • March 2018 (Revised June 2018)
      • Case

      City Year at 30: Toward Long-Term Impact

      By: Rosabeth Moss Kanter and James Weber
      In 2018, City Year was a 30-year-old nonprofit that recruited and organized teams of young-adult “volunteers” (corps teams) to provide a year of citizen service. It had 3,100 corps members serving in 327 schools located in 28 U.S. cities. In its early decades, City... View Details
      Keywords: Education; Service Operations; Nonprofit Organizations; Growth and Development Strategy; Performance Efficiency; Resource Allocation; Change Management; Social Entrepreneurship; Middle School Education; Secondary Education; Philanthropy and Charitable Giving; Human Capital; Growth Management; Service Delivery; Organizational Design; Social Enterprise; Poverty; United States
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      Kanter, Rosabeth Moss, and James Weber. "City Year at 30: Toward Long-Term Impact." Harvard Business School Case 318-089, March 2018. (Revised June 2018.)
      • March 2018
      • Case

      EKOL Logistics: Thinking Outside the Box

      By: Willy C. Shih and Esel Çekin
      This case describes Ekol, an intermodal transportation and logistics company, and how it manages capacity planning. Its busiest routes linked motor vehicle assemblers in Germany and Turkey with many of their parts suppliers, but it had also developed key links in... View Details
      Keywords: Growth And Development; Strategy; Intermodal Transportation; Short-sea Transportation; Capacity Management; Capacity Planning; Delivery Planning; Route Optimization; Car Spare Part; Auto Manufacturing; Automotive Supply Chain; Europe; Turkey; Service Design; Fast Fashion; Near-shoring; Supply Chain; Supply Chain Management; Operations; Performance Capacity; Performance Efficiency; Logistics; Transportation Industry; Auto Industry; Turkey; Germany; Spain; European Union; Europe
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      Shih, Willy C., and Esel Çekin. "EKOL Logistics: Thinking Outside the Box." Harvard Business School Case 618-037, March 2018.
      • March 2018 (Revised July 2018)
      • Case

      Whole Foods Under Amazon

      By: Dennis Campbell, Tatiana Sandino, James Barnett and Christine Snively
      In August 2017, Amazon acquired Whole Foods Market for $13.7 billion. Whole Foods was struggling with high costs and faced growing competition from traditional supermarkets offering more organic products. Prior to the acquisition, Whole Foods began rolling out a new... View Details
      Keywords: Performance Efficiency; Performance Improvement; Employee Relationship Management; Acquisition; Change Management; Food and Beverage Industry; Retail Industry
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      Campbell, Dennis, Tatiana Sandino, James Barnett, and Christine Snively. "Whole Foods Under Amazon." Harvard Business School Case 118-074, March 2018. (Revised July 2018.)
      • 2025
      • Working Paper

      Government-Brokerage Analysts and Market Stabilization: Evidence from China

      By: Sheng Cao, Xianjie He, Charles C.Y. Wang and Huifang Yin
      We show analysts at government-controlled brokerage firms serve as a market stabilization tool in China. Using earnings forecasts from 2005–2019, we find government-brokerage analysts issue relatively more optimistic—yet less accurate and timely—forecasts during... View Details
      Keywords: Sell-side Analysts; Forecast Optimism; Forecast Accuracy; Government Incentives; Market Stabilization; Government Ownership; Coordinated Economies; Stocks; Forecasting and Prediction; Business and Government Relations; Emerging Markets
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      Cao, Sheng, Xianjie He, Charles C.Y. Wang, and Huifang Yin. "Government-Brokerage Analysts and Market Stabilization: Evidence from China." Harvard Business School Working Paper, No. 18-095, March 2018. (Revised March 2025.)
      • March 2018
      • Case

      GiveDirectly

      By: John Beshears, Joshua Schwartzstein, Tiffany Y. Chang and Brian J. Hall
      How should nonprofits design compensation systems to attract and retain talent? GiveDirectly is a respected charitable organization with an unconventional approach. Instead of spending on traditional aid programs in areas such as health care and food access in... View Details
      Keywords: Nonprofits; Charity; Effective Altruism; International Aid; Compensation; Goals; Bonuses; Incentives; GiveDirectly; Compensation and Benefits; Motivation and Incentives; Goals and Objectives; Recruitment; Philanthropy and Charitable Giving
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      Beshears, John, Joshua Schwartzstein, Tiffany Y. Chang, and Brian J. Hall. "GiveDirectly." Harvard Business School Case 918-036, March 2018.
      • 2018
      • Chapter

      Britain: Global Legacy and Domestic Persistence

      By: Geoffrey Jones
      This chapter explores the British experience in a volume which examines the historical evolution of business groups in developed Western economies. The chapter argues that during the nineteenth century British merchant houses established business groups with... View Details
      Keywords: Business Groups; Conglomerates; Globalization; Entrepreneurship; Business History; Organizations; Business Conglomerates; United Kingdom
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      Jones, Geoffrey. "Britain: Global Legacy and Domestic Persistence." Chap. 5 in Business Groups in the West: Origins, Evolution, and Resilience, edited by Asli M. Colpan and Takashi Hikino, 123–146. New York: Oxford University Press, 2018.
      • February 2018
      • Case

      Root Capital and the Efficient Impact Frontier

      By: Shawn Cole and Caitlin Reimers Brumme
      In 2015 Root Capital, a pioneer in the impact investing space, began to explore how to more systematically integrate impact and financial management. After much deliberation, Root Capital landed on ex-ante rating system for any potential investment that produced a... View Details
      Keywords: Measurement and Metrics; Investment; Finance; Performance Efficiency; Boston
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      Cole, Shawn, and Caitlin Reimers Brumme. "Root Capital and the Efficient Impact Frontier." Harvard Business School Case 218-084, February 2018.
      • February 2018 (Revised October 2019)
      • Case

      HubSpot and Motion AI: Chatbot-Enabled CRM

      By: Jill Avery and Thomas Steenburgh
      HubSpot, an inbound marketing, sales, and customer relationship management (CRM) software provider, announced that it had acquired Motion AI, a software platform that enabled companies to easily build and deploy chatbots, fueled by artificial intelligence, to interact... View Details
      Keywords: CRM; Sales Management; Customer Service; Artificial Intelligence; B2B Vs. B2C; Business Marketing; SaaS; Marketing; Marketing Strategy; Brands and Branding; Customer Focus and Relationships; Sales; Salesforce Management; Technological Innovation; Applications and Software; Customer Relationship Management; AI and Machine Learning; Technology Industry; Service Industry; United States; North America
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      Avery, Jill, and Thomas Steenburgh. "HubSpot and Motion AI: Chatbot-Enabled CRM." Harvard Business School Case 518-067, February 2018. (Revised October 2019.)
      • January 2018 (Revised January 2020)
      • Case

      People Analytics at McKinsey

      By: Jeffrey T. Polzer and Olivia Hull
      A private equity–backed fast food chain has hired McKinsey’s new People Analytics group to help it improve performance. As the final client workshop approaches, Associate Partner Alex DiLeonardo ponders the best way to present the team’s findings, especially those that... View Details
      Keywords: Talent and Talent Management; Customer Relationship Management; Forecasting and Prediction; Cost Management; Human Resources; Employees; Recruitment; Retention; Selection and Staffing; Measurement and Metrics; Performance; Performance Capacity; Performance Efficiency; Performance Evaluation; Performance Improvement; Consulting Industry; Service Industry
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      Polzer, Jeffrey T., and Olivia Hull. "People Analytics at McKinsey." Harvard Business School Case 418-023, January 2018. (Revised January 2020.)
      • January 2018
      • Case

      Environmental Technology Fund Partners and E-Leather

      By: Vikram S. Gandhi and Aldo Sesia
      It is 2014 and Environmental Technologies Fund (ETF) Partners, a UK-based venture capital firm, has an opportunity to invest in a privately held UK company that manufactured engineered composition leather extracted from waste leather using an environmentally friendly... View Details
      Keywords: Sustainability; Venture Capital; Investment Strategy; Investment; Strategy; Ownership; Valuation; Energy Conservation; Equity; Technological Innovation; Environmental Sustainability; Performance Efficiency; Manufacturing Industry; Financial Services Industry; United Kingdom
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      Gandhi, Vikram S., and Aldo Sesia. "Environmental Technology Fund Partners and E-Leather." Harvard Business School Case 318-001, January 2018.
      • 2018
      • Working Paper

      Zig-Zagging Your Way to Transformative Impact

      By: V. Kasturi Rangan and Tricia Gregg
      Achieving transformative impact has been much discussed by social entrepreneurs, funders, and consultants. These discussions have focused on issues of increasing impact and scale, but often with no clear distinction between the two terms. In order to provide clarity,... View Details
      Keywords: Social Entrepreneurship; Performance Efficiency; Growth and Development; Outcome or Result; Strategy
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      Rangan, V. Kasturi, and Tricia Gregg. "Zig-Zagging Your Way to Transformative Impact." Harvard Business School Working Paper, No. 18-062, January 2018.
      • 2019
      • Working Paper

      Do Banks Have an Edge?

      By: Juliane Begenau and Erik Stafford
      Overall, no! We show that the level and time series variation in cash flows for most bank activities are well matched by capital market portfolios with similar interest rate and credit risk to what banks report to hold. Ignoring operating expenses, bank loans earn high... View Details
      Keywords: Banks; Market Efficiency; Bank Capital; Bank Debt; CAPM; Banking; Bank Deposits; Bank Funding Advantage; Leverage; Maturity Transformation; Replicating Portfolio; Efficiency; Banks and Banking; Capital Markets; Performance Evaluation; Performance Efficiency; Banking Industry; United States
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      Begenau, Juliane, and Erik Stafford. "Do Banks Have an Edge?" Harvard Business School Working Paper, No. 18-060, January 2018. (Revised October 2019.)
      • 2023
      • Working Paper

      Efficient Discovery of Heterogeneous Quantile Treatment Effects in Randomized Experiments via Anomalous Pattern Detection

      By: Edward McFowland III, Sriram Somanchi and Daniel B. Neill
      In the recent literature on estimating heterogeneous treatment effects, each proposed method makes its own set of restrictive assumptions about the intervention’s effects and which subpopulations to explicitly estimate. Moreover, the majority of the literature provides... View Details
      Keywords: Causal Inference; Program Evaluation; Algorithms; Distributional Average Treatment Effect; Treatment Effect Subset Scan; Heterogeneous Treatment Effects
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      McFowland III, Edward, Sriram Somanchi, and Daniel B. Neill. "Efficient Discovery of Heterogeneous Quantile Treatment Effects in Randomized Experiments via Anomalous Pattern Detection." Working Paper, 2023.
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