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Publications

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      • Faculty Publications  (488)

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      • 2020
      • Working Paper

      Overcoming the Cold Start Problem of CRM Using a Probabilistic Machine Learning Approach

      By: Eva Ascarza
      The success of Customer Relationship Management (CRM) programs ultimately depends on the firm's ability to understand consumers' preferences and precisely capture how these preferences may differ across customers. Only by understanding customer heterogeneity, firms can... View Details
      Keywords: Customer Management; Targeting; Deep Exponential Families; Probabilistic Machine Learning; Cold Start Problem; Customer Relationship Management; Customer Value and Value Chain; Consumer Behavior; Analytics and Data Science; Mathematical Methods; Retail Industry
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      Padilla, Nicolas, and Eva Ascarza. "Overcoming the Cold Start Problem of CRM Using a Probabilistic Machine Learning Approach." Harvard Business School Working Paper, No. 19-091, February 2019. (Revised May 2020. Accepted at the Journal of Marketing Research.)
      • February 2019 (Revised September 2019)
      • Case

      Theranos: The Unicorn That Wasn't

      By: Joseph B. Fuller and John Masko
      In 2003, 19-year-old Elizabeth Holmes founded a startup dedicated to making blood testing easier and more affordable. By 2015, her company, Theranos, was worth $9 billion. It boasted a star-studded board and contracts with national pharmacy and supermarket chains... View Details
      Keywords: Theranos; Blood; Lab Testing; Fraud; Holmes; Balwani; Shultz; Carreyrou; Securities And Exchange Commission; Food And Drug Administration; FDA; SEC; Health Testing and Trials; Corporate Accountability; Organizational Culture; Misleading and Fraudulent Advertising; Crime and Corruption; Entrepreneurship; Medical Devices and Supplies Industry
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      Fuller, Joseph B., and John Masko. "Theranos: The Unicorn That Wasn't." Harvard Business School Case 319-068, February 2019. (Revised September 2019.)
      • January 2019 (Revised July 2022)
      • Case

      Jain Irrigation Systems Limited: Continuing a Legacy

      By: Forest Reinhardt, Gunnar Trumbull and Mahima Rao-Kachroo
      Founded in 1963 by Bhavarlal Jain (Bhau), who believed in “providing solutions for every problem,” Jain Irrigation in 2018 had a global footprint and $1.1 billion in revenue. Bhau had insisted that his business add value to farmers' lives and promote sustainable... View Details
      Keywords: Family Business; Mission and Purpose; Corporate Social Responsibility and Impact; Strategic Planning; Problems and Challenges; India
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      Reinhardt, Forest, Gunnar Trumbull, and Mahima Rao-Kachroo. "Jain Irrigation Systems Limited: Continuing a Legacy." Harvard Business School Case 719-044, January 2019. (Revised July 2022.)
      • January 2019
      • Supplement

      Understanding the Brand Equity of Nestlé Crunch Bar (B): Data Analysis

      By: Jill Avery and Gerald Zaltman
      In early 2018, Nestlé announced the sale of its U.S. candy-making division and a select collection of 20 of its confectionery brands, including the Nestlé Crunch Bar, to Ferrero SpA for $2.8 billion. Luckily, an old consumer research study on the Nestlé Crunch Bar... View Details
      Keywords: Brand Management; Market Research; Brand Positioning; Value Proposition; Consumer Products; Fast Moving Consumer Goods; Qualitative Methods; Zaltman Metaphor Elicitation Technique; ZMET; Data Analysis; Marketing; Marketing Strategy; Brands and Branding; Consumer Behavior; Marketing Communications; Analytics and Data Science; Analysis; Food and Beverage Industry; Food and Beverage Industry; Food and Beverage Industry; United States; North America; Italy
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      Avery, Jill, and Gerald Zaltman. "Understanding the Brand Equity of Nestlé Crunch Bar (B): Data Analysis." Harvard Business School Supplement 519-062, January 2019.
      • December 2018 (Revised February 2020)
      • Case

      Fishbowl: Scaling Up

      By: Leslie K. John
      Fishbowl is a social media app that allows professionals to connect with other relevant professionals both within their company and across industry. Unlike many other social media apps, on which users typically present idealized portraits of themselves, on Fishbowl,... View Details
      Keywords: Communication Technologies; Customer Value; Value Chain; Interpersonal Communication; Talent and Talent Management; Customer Value and Value Chain; Entrepreneurship; Business Model; Growth and Development Strategy; Marketing Strategy; Advertising; Product Marketing; Digital Platforms; Consumer Behavior; Network Effects; Emotions; Motivation and Incentives; Trust; Applications and Software; Technology Adoption; Social Media; Communications Industry; Employment Industry; Media and Broadcasting Industry; Technology Industry; Telecommunications Industry; United States
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      John, Leslie K. "Fishbowl: Scaling Up." Harvard Business School Case 919-013, December 2018. (Revised February 2020.) (Email mking@hbs.edu for a courtesy copy.)
      • December 2018
      • Case

      Choosy

      By: Jeffrey J. Bussgang and Julia Kelley
      Founded in 2017, Choosy is a data-driven fashion startup that uses algorithms to identify styles trending on social media. After manufacturing similar items using a China-based supply chain, Choosy sells them to consumers through its website and social media pages.... View Details
      Keywords: Artificial Intelligence; Algorithms; Machine Learning; Neural Networks; Instagram; Influencer; Fast Fashion; Design; Customer Satisfaction; Customer Focus and Relationships; Decision Making; Cost vs Benefits; Innovation and Invention; Brands and Branding; Product Positioning; Demand and Consumers; Supply Chain; Production; Logistics; Business Model; Expansion; Internet and the Web; Mobile and Wireless Technology; Digital Platforms; Social Media; Technology Industry; Fashion Industry; North and Central America; United States; New York (state, US); New York (city, NY)
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      Bussgang, Jeffrey J., and Julia Kelley. "Choosy." Harvard Business School Case 819-054, December 2018.
      • December 2018
      • Case

      The Nature Conservancy in 2018

      By: Jose B. Alvarez, Forest Reinhardt and Natalie Kindred
      The Nature Conservancy (TNC) is a U.S.-based environmental NGO with $7 billion in assets and a presence in 72 countries in 2018. TNC originated in 1951 as a land trust, acquiring land in order to conserve it. Over the last 20 years, it developed a pragmatic... View Details
      Keywords: Food and Beverage Industry; Food and Beverage Industry
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      Alvarez, Jose B., Forest Reinhardt, and Natalie Kindred. "The Nature Conservancy in 2018." Harvard Business School Case 719-054, December 2018.
      • November 2018 (Revised April 2019)
      • Case

      Zespri Grows

      By: David E. Bell and Natalie Kindred
      Controlling about a third of global kiwifruit exports by volume and nearly half by value in 2018, Zespri was a grower-owned “corporatized cooperative” with the exclusive right to export New Zealand-grown kiwifruit (except to Australia). Zespri did not grow fruit but... View Details
      Keywords: Agribusiness; Kiwi; Kiwifruit; Agriculture; Global Supply Chain; Branding; Produce; Coordinated Industry Structure; Industry Coordination; Countercyclical Supply; New Product Development; Product Strategy; Differentiation; Food; Quality; Trade; Brands and Branding; Marketing; Strategy; Global Strategy; Change Management; Organizational Change and Adaptation; Globalization; Globalized Firms and Management; Competitive Strategy; Resource Allocation; Product Development; Food and Beverage Industry; Food and Beverage Industry; Food and Beverage Industry; New Zealand
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      Bell, David E., and Natalie Kindred. "Zespri Grows." Harvard Business School Case 519-047, November 2018. (Revised April 2019.)
      • November 2018
      • Case

      The Bundesliga in the U.S.

      By: Stephen A. Greyser, Sascha L. Schmidt and Florian Holzmayer
      The Bundesliga, Germany’s premier football (soccer) league, is assessing its global broadcast and marketing strategy, with special focus on the very lucrative but highly competitive U.S. market. Its CEO Christian Seifert believed that a strong international position... View Details
      Keywords: Media; Sports; Global Strategy; Marketing Strategy; Competitive Strategy; Media and Broadcasting Industry; Sports Industry; United States
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      Greyser, Stephen A., Sascha L. Schmidt, and Florian Holzmayer. "The Bundesliga in the U.S." Harvard Business School Case 919-406, November 2018.
      • October 2018
      • Case

      Recipe for Success: Growth and Evolution at Cafe Cupcake

      By: Anthony Mayo and Heather Beckham
      Café Cupcake (CC) is a fast-casual restaurant chain that offers artisan cupcakes and light fare throughout the southeastern United States and Texas. This case chronicles the growth and evolution of Café Cupcake. It also considers the specific human resource challenges... View Details
      Keywords: Growth and Development Strategy; Human Resources; Management; Organizational Change and Adaptation; Organizational Culture; Food and Beverage Industry
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      Mayo, Anthony, and Heather Beckham. "Recipe for Success: Growth and Evolution at Cafe Cupcake." Harvard Business School Brief Case 919-509, October 2018.
      • October 2018 (Revised August 2019)
      • Module Note

      Supply Chain Management

      By: Willy C. Shih
      This note on supply chain management provides background for the seven class supply chain module in the Technology & Operations Management required curriculum course taught at the Harvard Business School. This module includes four broad topics: sourcing and supply... View Details
      Keywords: Supply Chain Information; Supply & Demand; Supply Chain Industries; Supply Chain Management; Supply Chain; Food and Beverage Industry; Food and Beverage Industry; Food and Beverage Industry; Food and Beverage Industry; United States; Asia; Europe; Japan; China
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      Shih, Willy C. "Supply Chain Management." Harvard Business School Module Note 619-023, October 2018. (Revised August 2019.)
      • October 2018 (Revised July 2023)
      • Case

      The Boston Beer Company (A): New CEO

      By: Christina R. Wing and Marco Iansiti
      In 1984, when the Boston Beer Company’s Samuel Adams Boston Lager was first sold, founder Jim Koch had helped ignite a craft beer movement by making small-batch premium beers in an era of industry consolidation. By 2018, Boston Beer was a publicly traded company that... View Details
      Keywords: Beer/brewing Industry; Succession; Leadership; Change; Supply Chain; Change Management; Entrepreneurship; Supply Chain Management; Management Succession; Food and Beverage Industry; United States; Boston
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      Wing, Christina R., and Marco Iansiti. "The Boston Beer Company (A): New CEO." Harvard Business School Case 619-021, October 2018. (Revised July 2023.)
      • Article

      You Can't Always Get What You Want: The Real Exchange Rate and Manufacturing Performance in a World of Global Value Chains

      By: Laura Alfaro, Alejandro Cuñat, Harald Fadinger and Yanping Liu
      Real exchange rate devaluations are typically seen as a viable development strategy, but the effectiveness of the approach may vary over time and across countries. This column explores this issue by focusing on the microeconomics of firm-level responses to exchange... View Details
      Keywords: Manufacturing Performance; Real Exchange Rate; Global Value Chains; Economics; Production; Performance
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      Alfaro, Laura, Alejandro Cuñat, Harald Fadinger, and Yanping Liu. "You Can't Always Get What You Want: The Real Exchange Rate and Manufacturing Performance in a World of Global Value Chains." Vox, CEPR Policy Portal (October 2, 2018).
      • October 2018
      • Article

      The Operational Value of Social Media Information

      By: Ruomeng Cui, Santiago Gallino, Antonio Moreno and Dennis J. Zhang
      While the value of using social media information has been established in multiple business contexts, the field of operations and supply chain management have not yet explored the possibilities it offers in improving firms' operational decisions. This study attempts to... View Details
      Keywords: Machine Learning; Information; Sales; Forecasting and Prediction; Social Media
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      Cui, Ruomeng, Santiago Gallino, Antonio Moreno, and Dennis J. Zhang. "The Operational Value of Social Media Information." Special Issue on Big Data in Supply Chain Management. Production and Operations Management 27, no. 10 (October 2018): 1749–1774.
      • Fall 2018
      • Article

      The Value of Fit Information in Online Retail: Evidence from a Randomized Field Experiment

      By: Santiago Gallino and Antonio Moreno
      Online channels generate frictions when selling products with nondigital attributes, such as apparel. Customers may be reluctant to purchase products they have not been able to try on, and those customers who do purchase may return products when they do not fit as... View Details
      Keywords: Supply Chain Information; Fit Uncertainty; Online Retail; Randomized Field Experiment; Virtual Fitting Room; Digital Retail; Customization and Personalization; Internet and the Web; Value; Performance Improvement; Apparel and Accessories Industry; Retail Industry
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      Gallino, Santiago, and Antonio Moreno. "The Value of Fit Information in Online Retail: Evidence from a Randomized Field Experiment." Manufacturing & Service Operations Management 20, no. 4 (Fall 2018): 767–787.
      • September 2018
      • Case

      Granite Equity Partners

      By: Victoria Ivashina and Jeffrey Boyar
      This case follows Rick Bauerly, CEO of Minnesota-based Granite Equity Partners, a private equity firm that specialized in buying out retiring business owners in the Minnesota community. In 2007, Granite Equity was considering an investment in Tyrell Corp. (name... View Details
      Keywords: Private Equity Exit; Investing; Fund Exit; Fund Management; Wealth Management; Liquidity; Buyout; Exit Strategy; Preferred Shares; Convertible Notes; Finance; Private Equity; Investment; Asset Management; Wealth; Management; Financial Liquidity
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      Ivashina, Victoria, and Jeffrey Boyar. "Granite Equity Partners." Harvard Business School Case 219-040, September 2018.
      • August 2018 (Revised June 2019)
      • Case

      Oaktree: Pierre Foods Investment

      By: Victoria Ivashina and Mike Harmon
      This case is a setting to discuss “loan to own” investment strategy that is often pursued by distressed investors. The aftermath of the 2007 financial crisis left many companies with poor liquidity and limited ability to obtain credit. One of these companies was Pierre... View Details
      Keywords: Distress Investing; Investment; Debt Securities; Strategy; Restructuring
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      Ivashina, Victoria, and Mike Harmon. "Oaktree: Pierre Foods Investment." Harvard Business School Case 219-018, August 2018. (Revised June 2019.)
      • July 2018 (Revised March 2019)
      • Teaching Note

      Hilti (A): Fleet Management?

      By: Ramon Casadesus-Masanell and Jan Rivkin
      This Teaching Note accompanies the case HBS No. 718-419, “Hilti (A): Fleet Management.” It provides guidelines for class discussion, as well as a board plan and transcripts of the associated videos, Hilti Fleet Management Video Supplements.
      The associated case... View Details
      Keywords: Business Model Innovation; Total Customer Value; Innovation; Inventions; Business Models; Value Chains; Transformations; Focusing On Customers; Business Model; Restructuring; Transformation; Customer Value and Value Chain; Decision Making; Customer Focus and Relationships; Customer Relationship Management; Construction; Innovation and Invention; Leasing; Strategy; Liechtenstein; Switzerland; Europe
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      Casadesus-Masanell, Ramon, and Jan Rivkin. "Hilti (A): Fleet Management?" Harvard Business School Teaching Note 719-404, July 2018. (Revised March 2019.)
      • June 2018 (Revised October 2020)
      • Case

      Global Brand Management of Anheuser Busch InBev's Budweiser

      By: Jill Avery
      Brian Perkins, chief architect of the $6 billion Budweiser brand, was excited about 2018, in which the company would launch Budweiser into several new markets in Africa and Latin America. He was feeling the pressure to finalize a global brand strategy that would define... View Details
      Keywords: Brand Management; Global Brands; Brand Positioning; Brand Extension; Brand Storytelling; Brand Equity; Marketing; Marketing Strategy; Brands and Branding; Advertising; Global Strategy; Cross-Cultural and Cross-Border Issues; Consumer Behavior; Marketing Communications; Food and Beverage Industry; Food and Beverage Industry; Food and Beverage Industry; Africa; China; United States; North America; South Africa; Nigeria; Kenya; Cameroon; Canada
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      Avery, Jill. "Global Brand Management of Anheuser Busch InBev's Budweiser." Harvard Business School Case 518-105, June 2018. (Revised October 2020.)
      • June 2018 (Revised January 2019)
      • Case

      Membership Rewards® from American Express

      By: Shelle Santana, Frances X. Frei and Lauren G. Pickle
      Credit and charge card issuer American Express (Amex) had developed a strong reputation among consumers due in part to its Membership Rewards (MR) loyalty program, first established in 1991. Through MR, all Amex cardholders could accumulate and redeem “points” based on... View Details
      Keywords: Financial Services; Customer Loyalty; Credit Cards; Marketing Strategy; Product Marketing; Brands and Branding; Customer Value and Value Chain; Value Creation; Financial Services Industry; Banking Industry; North America; United States
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      Santana, Shelle, Frances X. Frei, and Lauren G. Pickle. "Membership Rewards® from American Express." Harvard Business School Case 518-079, June 2018. (Revised January 2019.)
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