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    • All HBS Web  (626)
      • Faculty Publications  (315)

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      • September 2020 (Revised June 2023)
      • Exercise

      Artea: Designing Targeting Strategies

      By: Eva Ascarza and Ayelet Israeli
      This collection of exercises aims to teach students about 1)Targeting Policies; and 2)Algorithmic bias in marketing—implications, causes, and possible solutions. Part (A) focuses on A/B testing analysis and targeting. Parts (B),(C),(D) Introduce algorithmic bias. The... View Details
      Keywords: Algorithmic Data; Race And Ethnicity; Experimentation; Promotion; "Marketing Analytics"; Marketing And Society; Big Data; Privacy; Data-driven Management; Data Analytics; Data Analysis; E-Commerce Strategy; Discrimination; Targeted Advertising; Targeted Policies; Targeting; Pricing Algorithms; A/B Testing; Ethical Decision Making; Customer Base Analysis; Customer Heterogeneity; Coupons; Algorithmic Bias; Marketing; Race; Gender; Diversity; Customer Relationship Management; Marketing Communications; Advertising; Decision Making; Ethics; E-commerce; Analytics and Data Science; Retail Industry; Retail Industry; United States
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      Ascarza, Eva, and Ayelet Israeli. "Artea: Designing Targeting Strategies." Harvard Business School Exercise 521-021, September 2020. (Revised June 2023.)
      • September 2020 (Revised July 2022)
      • Supplement

      Spreadsheet Supplement to "Artea: Designing Targeting Strategies"

      By: Eva Ascarza and Ayelet Israeli
      Spreadsheet Supplement to "Artea: Designing Targeting Strategies" (521-021). View Details
      Keywords: Race; Gender; Marketing; Diversity; Customer Relationship Management; Retail Industry; Retail Industry; Retail Industry; United States
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      Ascarza, Eva, and Ayelet Israeli. Spreadsheet Supplement to "Artea: Designing Targeting Strategies". Harvard Business School Spreadsheet Supplement 521-703, September 2020. (Revised July 2022.)
      • September 2020 (Revised July 2022)
      • Supplement

      Spreadsheet Supplement to Artea (B) and (C)

      By: Eva Ascarza and Ayelet Israeli
      Spreadsheet Supplement to "Artea (B): Including Customer-level Demographic Data" and "Artea (C): Potential Discrimination through Algorithmic Targeting" View Details
      Keywords: Gender; Race; Diversity; Marketing; Customer Relationship Management; Demographics; Prejudice and Bias; Retail Industry; Retail Industry; Retail Industry; United States
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      Ascarza, Eva, and Ayelet Israeli. "Spreadsheet Supplement to Artea (B) and (C)." Harvard Business School Spreadsheet Supplement 521-704, September 2020. (Revised July 2022.)
      • September 2020 (Revised June 2023)
      • Supplement

      Spreadsheet Supplement to Artea Teaching Note

      By: Eva Ascarza and Ayelet Israeli
      Spreadsheet Supplement to Artea Teaching Note 521-041. This collection of exercises aims to teach students about 1)Targeting Policies; and 2)Algorithmic bias in marketing—implications, causes, and possible solutions. Part (A) focuses on A/B testing analysis and... View Details
      Keywords: Targeted Advertising; Algorithmic Data; Bias; Advertising; Race; Gender; Diversity; Marketing; Customer Relationship Management; Prejudice and Bias; Analytics and Data Science; Retail Industry; Retail Industry; Retail Industry; United States
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      Ascarza, Eva, and Ayelet Israeli. "Spreadsheet Supplement to Artea Teaching Note." Harvard Business School Spreadsheet Supplement 521-705, September 2020. (Revised June 2023.)
      • September 2020 (Revised November 2020)
      • Case

      PDS: Ring-Fencing the Ranch

      By: Dennis Campbell, Tarun Khanna and Kerry Herman
      Pallak Seth, Group CEO of PDS Multinational Fashions, is contemplating options to bring better collaboration across his global apparel supply chain platform. PDS, a group of 50-plus subsidiary companies, each led by its own CEO and with different apparel industry... View Details
      Keywords: Collaboration; Supply Chain Management; Performance; Partners and Partnerships; Employee Stock Ownership Plan; Apparel and Accessories Industry
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      Campbell, Dennis, Tarun Khanna, and Kerry Herman. "PDS: Ring-Fencing the Ranch." Harvard Business School Case 721-361, September 2020. (Revised November 2020.)
      • September 2020
      • Article

      Customer Supercharging in Experience-Centric Channels

      By: David R. Bell, Santiago Gallino and Antonio Moreno
      We conjecture that for online retailers, experience-centric offline store formats do not simply expand market coverage, but rather, serve to significantly amplify future positive customer behaviors, both online and offline. We term this phenomenon “supercharging” and... View Details
      Keywords: Retail Operations; Marketing-operations Interface; Omnichannel Retailing; Experience Attributes; Quasi-experimental Methods; Operations; Internet and the Web; Marketing Channels; Consumer Behavior; Retail Industry
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      Bell, David R., Santiago Gallino, and Antonio Moreno. "Customer Supercharging in Experience-Centric Channels." Management Science 66, no. 9 (September 2020).
      • June 2020
      • Teaching Note

      Armarium: Luxury Fashion Brands for Rent

      By: Jill Avery and David Fubini
      Armarium, a two-sided digital platform that offered consumers the opportunity to rent the most coveted, current season high fashion clothing and accessories from the top global luxury brands, had emerged from its first sales season with two distinct customer segments:... View Details
      Keywords: Luxury Brand; Fashion; Sharing Economy; Two-sided Marketplace; Target Market; Customer Selection; Marketing; Brands and Branding; Luxury; Two-Sided Platforms; Business Model; Growth and Development Strategy; Customer Value and Value Chain; Fashion Industry; Fashion Industry; United States; North America
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      Avery, Jill, and David Fubini. "Armarium: Luxury Fashion Brands for Rent." Harvard Business School Teaching Note 520-108, June 2020.
      • May 2020 (Revised July 2022)
      • Case

      Brand Storytelling at Shinola

      By: Jill Avery, Giana M. Eckhardt and Michael B. Beverland
      Detroit, Michigan, aka “The Motor City,” is most known as the birthplace of most of the American classic automotive brands. It is a city filled with the rich history of the industrial age, the pride of American manufacturing, and of the soulful sounds of Motown music.... View Details
      Keywords: Marketing; Brands and Branding; Marketing Communications; Advertising; Luxury; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Detroit; United States; North America
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      Avery, Jill, Giana M. Eckhardt, and Michael B. Beverland. "Brand Storytelling at Shinola." Harvard Business School Case 520-102, May 2020. (Revised July 2022.)
      • March 2020 (Revised July 2022)
      • Case

      Levi Strauss (A): A Pioneer Lost in the Wilderness

      By: Joshua Margolis, Ashish Nanda, Margaret Cross, Imran Manji and Bismah Rahmat
      In 2011, newly appointed CEO Chip Bergh needed to urgently turn around the iconic but floundering denim apparel firm, Levi Strauss & Co. (LS&Co.) Famous for its blue jeans, LS&Co. had suffered a decline in revenue of 29% from $6.8 billion in 1997 to $4.8 billion in... View Details
      Keywords: Turnarounds; Transformation; Strategy; Decision Choices and Conditions; Decision Making; Strategic Planning; Brands and Branding; Product Positioning; Product Marketing; Apparel and Accessories Industry
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      Margolis, Joshua, Ashish Nanda, Margaret Cross, Imran Manji, and Bismah Rahmat. "Levi Strauss (A): A Pioneer Lost in the Wilderness." Harvard Business School Case 720-405, March 2020. (Revised July 2022.)
      • February 2020 (Revised August 2022)
      • Case

      Anomalie

      By: Jeffrey F. Rayport and Thomas O. Jones
      In early 2019, the founders of Anomalie, an online direct-to-consumer provider of bridal gowns, have just agreed to a $13.6 million Series A investment from a Silicon Valley VC. They are considering three major initiatives as they move forward. (1) To scale their very... View Details
      Keywords: Direct-to-consumer; Entrepreneurship; Internet and the Web; Growth and Development Strategy; Decision Choices and Conditions; Apparel and Accessories Industry; Apparel and Accessories Industry
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      Rayport, Jeffrey F., and Thomas O. Jones. "Anomalie." Harvard Business School Case 820-100, February 2020. (Revised August 2022.)
      • February 2020 (Revised April 2021)
      • Case

      StockX: The Stock Market of Things

      By: Chiara Farronato, John J. Horton, Annelena Lobb and Julia Kelley
      Founded in 2015 by Dan Gilbert, Josh Luber, and Greg Schwartz, StockX was an online platform where users could buy and sell unworn luxury and limited-edition sneakers. Sneaker resale prices often fluctuated over time based on supply and demand, creating a robust... View Details
      Keywords: Markets; Auctions; Bids and Bidding; Demand and Consumers; Consumer Behavior; Analytics and Data Science; Market Design; Digital Platforms; Market Transactions; Marketplace Matching; Supply and Industry; Analysis; Price; Product Marketing; Product Launch; Apparel and Accessories Industry; Apparel and Accessories Industry; North and Central America; United States; Michigan; Detroit
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      Farronato, Chiara, John J. Horton, Annelena Lobb, and Julia Kelley. "StockX: The Stock Market of Things." Harvard Business School Case 620-062, February 2020. (Revised April 2021.)
      • December 2019
      • Article

      The Impact of Increasing Search Frictions on Online Shopping Behavior: Evidence from a Field Experiment

      By: Donald Ngwe, Kris J. Ferreira and Thales Teixeira
      Many online stores are designed such that shoppers can easily access any available discounted products. We propose that deliberately increasing search frictions by placing small obstacles to locating discounted items can improve online retailers’ margins and even... View Details
      Keywords: Online Retailing; Friction; Effor; Search Costs; Price Discrimination; Marketing; Consumer Behavior; Strategy; Price; E-commerce; Retail Industry; Retail Industry
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      Ngwe, Donald, Kris J. Ferreira, and Thales Teixeira. "The Impact of Increasing Search Frictions on Online Shopping Behavior: Evidence from a Field Experiment." Journal of Marketing Research (JMR) 56, no. 6 (December 2019): 944–959.
      • November 2019
      • Case

      Celebrity Fashions Limited (A)

      By: V.G. Narayanan, Tanvi Deshpande and Shreya Ramachandran
      In May 2017 in Chennai, India, the chairman of Celebrity Fashions doubted whether the company could last until the end of the year. Venkatesh Rajagopal had found that the company, a readymade garment manufacturing and exporter he founded in 1989, was having a hard time... View Details
      Keywords: Turnarounds; Operations; Management; Financial Condition; Problems and Challenges; Communication; Organizational Change and Adaptation; Transformation; Apparel and Accessories Industry; Apparel and Accessories Industry
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      Narayanan, V.G., Tanvi Deshpande, and Shreya Ramachandran. "Celebrity Fashions Limited (A)." Harvard Business School Case 120-053, November 2019.
      • November 2019
      • Supplement

      Celebrity Fashions: Moving Ahead (B)

      By: V.G. Narayanan, Tanvi Deshpande and Shreya Ramachandran
      Supplements the (A) Case. View Details
      Keywords: Turnarounds; Operations; Management; Financial Condition; Problems and Challenges; Communication; Organizational Change and Adaptation; Transformation; Apparel and Accessories Industry; Apparel and Accessories Industry
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      Narayanan, V.G., Tanvi Deshpande, and Shreya Ramachandran. "Celebrity Fashions: Moving Ahead (B)." Harvard Business School Supplement 120-054, November 2019.
      • October 2019 (Revised January 2020)
      • Case

      Dulcie Madden (A)—Growth or Exit?

      By: Shikhar Ghosh, Christopher Payton and Shweta Bagai
      This is part of a three-case series that follows Dulcie Madden's journey as a founder over five years. Case (A) is about managing growth and cash flow; Case (B) is about the exit decision and conditions on a sale; Case (C) shows Madden dealing with adversity and the... View Details
      Keywords: Entrepreneurial Management; Family; Family Conflicts; Founders' Agreements; Growth And Development; Hardware; VC; Scaling; Start-up; Female Ceo; Risk Assessment; Entrepreneurship; Growth Management; Equity; Cash Flow; Success; Failure; Acquisition; Business Model; Information Technology; Valuation; Family and Family Relationships; Information Infrastructure; Apparel and Accessories Industry; Apparel and Accessories Industry; United States
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      Ghosh, Shikhar, Christopher Payton, and Shweta Bagai. "Dulcie Madden (A)—Growth or Exit?" Harvard Business School Case 820-052, October 2019. (Revised January 2020.)
      • August 2019
      • Case

      Apex Ski Boots

      By: Kate Barasz and John T. Gourville
      Apex Ski Boots has introduced a new ski boot that, due to its radical design, is meeting resistance in the marketplace from many retailers, ski experts, and consumers. The company must decide how best to drive sales in the face of this resistance. View Details
      Keywords: Go-to-market Strategy; Strategic Change; Marketing Strategy; Distribution Channels; Sales; Change Management; Sports Industry; Sports Industry
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      Barasz, Kate, and John T. Gourville. "Apex Ski Boots." Harvard Business School Case 520-013, August 2019.
      • July 2019
      • Teaching Note

      Miroglio Fashion

      By: Sunil Gupta
      Teaching Note for HBS Nos. 519-053, 519-070, and 519-072. View Details
      Keywords: Inventory Management; Demand Forecasting; Artificial Intelligence; Machine Learning; Forecasting and Prediction; Operations; Management; Decision Making; Marketing; AI and Machine Learning; Apparel and Accessories Industry; Apparel and Accessories Industry
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      Gupta, Sunil. "Miroglio Fashion." Harvard Business School Teaching Note 520-007, July 2019.
      • February 2019
      • Case

      Miroglio Fashion (A)

      By: Sunil Gupta and David Lane
      Francesco Cavarero, chief information officer of Miroglio Fashion, Italy’s third-largest retailer of women’s apparel, was trying to bring analytical rigor to the company’s forecasting and inventory management decisions. But fashion is inherently hard to predict. Can... View Details
      Keywords: Inventory Management; Demand Forecasting; Artificial Intelligence; Machine Learning; Forecasting and Prediction; Operations; Management; Decision Making; AI and Machine Learning; Apparel and Accessories Industry; Apparel and Accessories Industry
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      Gupta, Sunil, and David Lane. "Miroglio Fashion (A)." Harvard Business School Case 519-053, February 2019.
      • February 2019 (Revised January 2021)
      • Case

      Quiksilver Inc. and Oaktree Capital Management

      By: Kristin Mugford and Mike Harmon
      Sports lifestyle company Quiksilver filed for bankruptcy in September 2015. Oaktree is considering an additional investment in the company to facilitate the restructuring. Students must consider whether Oaktree should invest given the risks of the turnaround... View Details
      Keywords: Bankruptcy; Bankruptcy Reorganization; Insolvency and Bankruptcy; Acquisition; Restructuring; Debt Securities; Transformation; Decision Making; Borrowing and Debt; Investment Return; Crisis Management; Negotiation; Retail Industry; Retail Industry; Retail Industry; France; United States
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      Mugford, Kristin, and Mike Harmon. "Quiksilver Inc. and Oaktree Capital Management." Harvard Business School Case 219-097, February 2019. (Revised January 2021.)
      • January 2019 (Revised July 2019)
      • Case

      New Balance: Managing Orders and Working Conditions

      By: Michael W. Toffel, Eileen McNeely and Matthew Preble
      New Balance Athletics, Inc., a major U.S.-based athletic footwear and apparel brand, sources most of its footwear products from independent suppliers whose factories are located in China, Indonesia, and Vietnam. Monica Gorman, vice president of responsible leadership... View Details
      Keywords: Footwear; Athletic Footwear; Manufacturing; CSR; Sustainability; Quality Management; Supply Chains; Operations; Management; Production; Working Conditions; Corporate Social Responsibility and Impact; Labor and Management Relations; Supply Chain Management; Supply Chain; Order Taking and Fulfillment; Apparel and Accessories Industry; Apparel and Accessories Industry
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      Toffel, Michael W., Eileen McNeely, and Matthew Preble. "New Balance: Managing Orders and Working Conditions." Harvard Business School Case 619-002, January 2019. (Revised July 2019.)
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