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      • August 2019 (Revised October 2019)
      • Case

      Systems Design West

      By: Richard Ruback and Royce Yudkoff
      Jenn Braus (HBS 2013) was halfway through the 90-day exclusivity period for her proposed acquisition of Systems Design West (SDW). She had completed her business and accounting due diligence. Just as she was about to ask her lawyer to begin drafting the purchase... View Details
      Keywords: Acquisition; Price; Negotiation Offer; Decision Making
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      Ruback, Richard, and Royce Yudkoff. "Systems Design West." Harvard Business School Case 220-004, August 2019. (Revised October 2019.)
      • May 2019 (Revised January 2020)
      • Case

      The Video-Streaming Wars in 2019: Can Disney Catch Netflix?

      By: Anita Elberse and Monica Cody
      Bob Iger, CEO of entertainment conglomerate Disney, thrilled investors with details about Disney’s upcoming foray into video streaming in April 2019. Disney’s move was only the latest in a series of actions taken by new and established entertainment companies in a... View Details
      Keywords: Television; Entertainment; Media; Television Entertainment; Management; Strategy; Disruption; Information Technology; Competition; Media and Broadcasting Industry; Entertainment and Recreation Industry
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      Elberse, Anita, and Monica Cody. "The Video-Streaming Wars in 2019: Can Disney Catch Netflix?" Harvard Business School Case 519-094, May 2019. (Revised January 2020.)
      • April 2019
      • Case

      Barber Cardiosystems

      By: Ranjay Gulati and Paul S. Myers
      Barber Cardiosystems, based in Melbourne, Australia, designs and manufactures therapeutic devices used for treatment of coronary conditions. Over four decades, it has grown to be among the top 200 medical device companies in the world. It competes against much larger... View Details
      Keywords: Organizational Behavior; Strategic Alignment; Cost Management; Performance Productivity; Organizational Culture; Motivation and Incentives; Organizational Design; Strategy; Leadership; Medical Devices and Supplies Industry; Australia
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      Gulati, Ranjay, and Paul S. Myers. "Barber Cardiosystems." Harvard Business School Brief Case 919-505, April 2019.
      • February 2019 (Revised January 2020)
      • Teaching Note

      Renegotiating NAFTA

      By: Laura Alfaro and Sarah Jeong
      On January 16, 2020, the Senate passed a landmark trade deal that would replace the 26-year-old North American Free Trade Agreement (NAFTA). Until the United States-Mexico-Canada Agreement (USMCA) was signed, considerable debate had surrounded it. The new agreement... View Details
      Keywords: NAFTA; Trade; Agreements and Arrangements; Policy; Cost vs Benefits; North America
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      Alfaro, Laura, and Sarah Jeong. "Renegotiating NAFTA." Harvard Business School Teaching Note 319-096, February 2019. (Revised January 2020.)
      • February 2019 (Revised November 2023)
      • Case

      Rent-a-Center/Vintage Capital

      By: Guhan Subramanian and Caeden Brynie
      Christopher Korst, General Counsel for Rent-A-Center (RAC), looked at the time. It was late in the evening on December 17, 2018, yet no notice of extension had come from Vintage Capital. In June, Vintage had agreed to buy RAC for $15 per share in cash, amounting to... View Details
      Keywords: Negotiation; Communication; Decision Making
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      Subramanian, Guhan, and Caeden Brynie. "Rent-a-Center/Vintage Capital." Harvard Business School Case 919-031, February 2019. (Revised November 2023.)
      • 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.)
      • 2019
      • Working Paper

      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: E-commerce; Online Retailing; Friction; Effor; Search Costs; Price Discrimination; Consumer Behavior; Price; Search Technology
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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." Harvard Business School Working Paper, No. 19-080, January 2019.
      • January 2019 (Revised October 2019)
      • Case

      Glossier: Co-Creating a Cult Brand with a Digital Community

      By: Jill Avery
      Glossier’s proclaimed strategy was “born from content; fueled by community.” The digital-first, direct-to-consumer beauty brand had experienced rapid growth, with sales up 600% in 2017 and a customer portfolio that grew by threefold. But, its founder, Emily Weiss, was... View Details
      Keywords: Brands; Brand Management; Brand Communication; Retailing; DTC; Influencer; Startup; Internet Marketing; Big Data; Crowdsourcing; Growth and Development Strategy; Social Media; E-commerce; Internet and the Web; Digital Marketing; Consumer Products Industry; Beauty and Cosmetics Industry; Retail Industry; United States; North America
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      Avery, Jill. "Glossier: Co-Creating a Cult Brand with a Digital Community." Harvard Business School Case 519-022, January 2019. (Revised October 2019.)
      • 2019
      • Article

      An Empirical Study of Rich Subgroup Fairness for Machine Learning

      By: Michael J Kearns, Seth Neel, Aaron Leon Roth and Zhiwei Steven Wu
      Kearns et al. [2018] recently proposed a notion of rich subgroup fairness intended to bridge the gap between statistical and individual notions of fairness. Rich subgroup fairness picks a statistical fairness constraint (say, equalizing false positive rates across... View Details
      Keywords: Machine Learning; Fairness; AI and Machine Learning
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      Kearns, Michael J., Seth Neel, Aaron Leon Roth, and Zhiwei Steven Wu. "An Empirical Study of Rich Subgroup Fairness for Machine Learning." Proceedings of the Conference on Fairness, Accountability, and Transparency (2019): 100–109.
      • December 2018 (Revised October 2020)
      • Case

      Shiseido: Reinvesting in Brand

      By: Jill Avery and Nobuo Sato
      Shiseido was in the midst of a six year corporate turnaround, trying to reverse the effects of decades of under-investment in R&D and marketing which had led to a cycle of declining customer support and brand value. Would the CEO’s VISION 2020 plan, centered on four... View Details
      Keywords: Brand Management; Brand Value; Turnaround; Brand Portfolio; Brand Communication; Global Brands; Digital Marketing; Return On Investment; Marketing ROI; Internet Marketing; Marketing; Marketing Strategy; Brands and Branding; Value; Growth and Development Strategy; Investment Return; Consumer Behavior; Beauty and Cosmetics Industry; Consumer Products Industry; Japan; Asia
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      Avery, Jill, and Nobuo Sato. "Shiseido: Reinvesting in Brand." Harvard Business School Case 519-026, December 2018. (Revised October 2020.)
      • June 2018 (Revised January 2020)
      • Case

      Renegotiating NAFTA

      By: Laura Alfaro, Haviland Sheldahl-Thomason and Sarah Jeong
      January 1, 2019 marked the 25th anniversary of the North American Free Trade Agreement (NAFTA). Twenty-five years after the landmark trade pact was signed by the United States, Canada, and Mexico, considerable debate surrounded it. Trade and trade agreements were a... View Details
      Keywords: Trade; Negotiation; Agreements and Arrangements; Cost vs Benefits; Auto Industry; United States; Mexico; Canada
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      Alfaro, Laura, Haviland Sheldahl-Thomason, and Sarah Jeong. "Renegotiating NAFTA." Harvard Business School Case 318-143, June 2018. (Revised January 2020.)
      • June 2018 (Revised April 2021)
      • Case

      Valuing Snap After the IPO Quiet Period (A)

      By: Marco Di Maggio, Benjamin C. Esty and Gregory Saldutte
      Snap, the disappearing message app, went public at $17 per share on March 2, 2017, making its two 20-something founders the youngest self-made billionaires in the country. Over the next three weeks, 14 analysts made investment recommendations on Snap: two with buy... View Details
      Keywords: Sell-side Analysts; Underwriters; Investment Banking; Social Network; Discounted Cash Flow; Cost Of Capital; Conflicts Of Interest; Corporate Governance; Advertising; Quiet Period; "DCF Valuation,"; Business Startups; Digital Marketing; Initial Public Offering; Information Infrastructure; Valuation; Venture Capital; Forecasting and Prediction; Social Media; Advertising Industry; Entertainment and Recreation Industry; Web Services Industry; United States; California
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      Di Maggio, Marco, Benjamin C. Esty, and Gregory Saldutte. "Valuing Snap After the IPO Quiet Period (A)." Harvard Business School Case 218-095, June 2018. (Revised April 2021.)
      • June 2018
      • Article

      Will a Five-Minute Discussion Change Your Mind? A Countrywide Experiment on Voter Choice in France

      By: Vincent Pons
      This paper provides the first estimate of the effect of door-to-door canvassing on actual electoral outcomes, via a countrywide experiment embedded in François Hollande's campaign in the 2012 French presidential election. While existing experiments randomized... View Details
      Keywords: Voting; Political Elections; Interpersonal Communication; France
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      Pons, Vincent. "Will a Five-Minute Discussion Change Your Mind? A Countrywide Experiment on Voter Choice in France." American Economic Review 108, no. 6 (June 2018): 1322–1363. (Also Harvard Business School Working Paper, No. 16-079, January 2016.)
      • May 2018 (Revised October 2020)
      • Supplement

      La Ribera Health Department (B): Epilogue

      By: Regina E. Herzlinger, Emer Moloney and Daniela Beyersdorfer
      The La Ribera case studies depict an innovative low cost/high quality privately financed hospital model struggling to achieve alignment with the Six Factors. It is reimbursed by the public sector in a Spanish environment whose Consumers, Structure, and Public Policy... View Details
      Keywords: Trends And Opportunities; Government; Government Programs; Acquisition; Business Model; Business Plan; Trends; Opportunities; Government and Politics; Programs; Health Care and Treatment; Situation or Environment; Health Industry; Insurance Industry; Technology Industry; Spain
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      Herzlinger, Regina E., Emer Moloney, and Daniela Beyersdorfer. "La Ribera Health Department (B): Epilogue." Harvard Business School Supplement 318-134, May 2018. (Revised October 2020.)
      • April 2018
      • Article

      Consumers Avoid Buying from Firms with Higher CEO-to-Worker Pay Ratios

      By: Bhavya Mohan, Tobias Schlager, Rohit Deshpandé and Michael I. Norton
      We document a novel driver of consumer behavior: pay ratio disclosure. Swiss corporation performance data gathered during a legally mandated pay ratio referendum reveals that salient high pay ratios are associated with decreased firm sales (Pilot Study). An... View Details
      Keywords: Pay Ratio; Wage Fairness; Purchase Intention; Customers; Wages; Fairness; Consumer Behavior
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      Mohan, Bhavya, Tobias Schlager, Rohit Deshpandé, and Michael I. Norton. "Consumers Avoid Buying from Firms with Higher CEO-to-Worker Pay Ratios." Special Issue on Marketplace Morality. Journal of Consumer Psychology 28, no. 2 (April 2018): 344–352.
      • March 2018 (Revised March 2019)
      • Case

      Gender and Free Speech at Google (A)

      By: Nien-hê Hsieh, Martha J. Crawford and Sarah Mehta
      In August 2017, Google fired James Damore, a 28-year-old software engineer who had been employed by the company since 2013. The move came after Damore penned an internal company memo titled “Google’s Ideological Echo Chamber,” which posited that innate biological... View Details
      Keywords: Free Speech; Representation; Diversity; Gender; Race; Human Resources; Employees; Employee Relationship Management; Recruitment; Selection and Staffing; Labor; Employment; Lawsuits and Litigation; Organizational Culture; Technology Industry; United States; California
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      Hsieh, Nien-hê, Martha J. Crawford, and Sarah Mehta. "Gender and Free Speech at Google (A)." Harvard Business School Case 318-085, March 2018. (Revised March 2019.)
      • March 2018
      • Supplement

      China Vanke: Battle for Control (D)

      By: Lynn S. Paine, Charles C.Y. Wang, Dawn H. Lau and Anthony K. Woo
      In the battle for control over China Vanke, the Chinese securities regulator steps in to censure Vanke and Baoneng for acting against the interests of the market and minority shareholders. The Chinese insurance regulator also finds Baoneng to be in violation of... View Details
      Keywords: Corporate Governance; Governing Rules, Regulations, and Reforms; Governing and Advisory Boards; Business and Shareholder Relations; Conflict and Resolution; Real Estate Industry; China
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      Paine, Lynn S., Charles C.Y. Wang, Dawn H. Lau, and Anthony K. Woo. "China Vanke: Battle for Control (D)." Harvard Business School Supplement 318-120, March 2018.
      • March 2018 (Revised March 2018)
      • Supplement

      Sandlands Vineyards

      By: Benjamin C. Esty and Greg Saldutte
      Approximately 80% of the wineries in the US breakeven or lose money. An even greater percentage lose money on an economic basis (i.e., after a charge for the cost of equity). Tegan Passalacqua is a successful, young, Californian winemaker who specializes in making... View Details
      Keywords: Wine; Winery; Vineyard; Market Attractiveness; Porter's 5 Forces; Capital Investment; Industry Attractiveness; Performance Analysis; Napa Valley; Agriculture; Entrepreneurship; Business Strategy; Competitive Strategy; Competitive Advantage; Vertical Integration; Segmentation; Food; Supply Chain; Industry Structures; Retail Industry; Food and Beverage Industry; United States; California; Napa Valley
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      Esty, Benjamin C., and Greg Saldutte. "Sandlands Vineyards." Harvard Business School Spreadsheet Supplement 718-802, March 2018. (Revised March 2018.)
      • February 2018 (Revised March 2019)
      • Case

      Sandlands Vineyards

      By: Benjamin C. Esty and Gregory Saldutte
      Approximately 80% of the wineries in the U.S. break even or lose money. An even greater percentage lose money on an economic basis (i.e., after a charge for the cost of equity). Tegan Passalacqua is a successful, young, Californian winemaker who specializes in making... View Details
      Keywords: Wine; Winery; Vineyard; Market Attractiveness; Porter's 5 Forces; Capital Investment; Industry Attractiveness; Performance Analysis; Agriculture; Entrepreneurship; Business Strategy; Competitive Strategy; Competitive Advantage; Vertical Integration; Segmentation; Food; Supply Chain; Industry Structures; Five Forces Framework; Retail Industry; Food and Beverage Industry; United States; California; Napa Valley
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      Esty, Benjamin C., and Gregory Saldutte. "Sandlands Vineyards." Harvard Business School Case 718-438, February 2018. (Revised March 2019.)
      • February 2018 (Revised January 2020)
      • Case

      SoulCycle: The Road Ahead

      By: Ashish Nanda, Eric Van den Steen and Jeffrey Boyar
      Julie Rice and Elizabeth Cutler founded SoulCycle, an indoor cycling studio chain, in 2006 as more than a health club; they wanted it to become a lifestyle brand that would “empower riders in an immersive fitness experience.” By early 2015, SoulCycle had grown to 38... View Details
      Keywords: Fitness; Fitness Industry; Exercise; Cycling; Boutique Fitness; Exit Strategy; Growth; Bicycles; Retail; Pricing; Community; SoulCycle; Vision; Health; Leadership; Strategy; Marketing; Decision Making; Health Industry; United States
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      Nanda, Ashish, Eric Van den Steen, and Jeffrey Boyar. "SoulCycle: The Road Ahead." Harvard Business School Case 718-499, February 2018. (Revised January 2020.)
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