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      • Faculty Publications  (1,392)

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      • September–October 2017
      • Article

      The Surprising Power of Online Experiments: Getting the Most Out of A/B and Other Controlled Tests

      By: Ron Kohavi and Stefan Thomke
      In the fast-moving digital world, even experts have a hard time assessing new ideas. Case in point: At Bing, a small headline change an employee proposed was deemed a low priority and shelved for months until one engineer decided to do a quick online controlled... View Details
      Keywords: Experiments; A/B Testing; Research; Consumer Behavior
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      Kohavi, Ron, and Stefan Thomke. "The Surprising Power of Online Experiments: Getting the Most Out of A/B and Other Controlled Tests." Harvard Business Review 95, no. 5 (September–October 2017): 74–82.
      • August 2017 (Revised July 2018)
      • Case

      MannKind Corporation: Take a Deep Breath, This Time Afrezza Will Work

      By: Elie Ofek and Amanda Dai
      In June 2014, MannKind Corporation announced that after years of development and billions of dollars in expenses, the FDA had finally approved its drug, Afrezza. MannKind would thus be the only company with an inhalable insulin on the market. As an alternative to... View Details
      Keywords: Health Care and Treatment; Product Launch; Product Positioning; Marketing Strategy; Adoption; Pharmaceutical Industry
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      Ofek, Elie, and Amanda Dai. "MannKind Corporation: Take a Deep Breath, This Time Afrezza Will Work." Harvard Business School Case 518-031, August 2017. (Revised July 2018.)
      • July 2017 (Revised July 2019)
      • Supplement

      "Doctor My Eyes"--The Acquisition of Bausch & Lomb by Warburg Pincus (B)

      By: Nori Gerardo Lietz and Ricardo Andrade
      The B Case of "Dr. My Eyes" provides the answer as to what happened after the ending fact pattern in Case A and the imminent choices faced by the protagonist in the primary case. At the end of the Case A, Bess Weatherman of Warburg Pincus, must chose one option of two... View Details
      Keywords: Private Equity; Health Care and Treatment; Mergers and Acquisitions; Corporate Governance; Decision Choices and Conditions; Outcome or Result; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry
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      Lietz, Nori Gerardo, and Ricardo Andrade. "Doctor My Eyes"--The Acquisition of Bausch & Lomb by Warburg Pincus (B). Harvard Business School Supplement 218-029, July 2017. (Revised July 2019.)
      • June 2017
      • Teaching Note

      The De Beers Group: Exploring the Diamond Reselling Opportunity

      By: Benjamin C. Esty, Daniel P. Gross and Lauren G. Pickle
      In September 2014, Tom Montgomery (SVP of strategic initiatives at the De Beers Group) and his team launched a pilot program in the United States to explore $1 billion diamond market for pre-owned (recycled) diamonds. According to Montgomery, the motivation for the... View Details
      Keywords: Diamonds; Go-to-market Strategy; Secondary Market; Willingness To Pay; Pilot Program; Strategy Development; Strategy Execution; Scope; Marketing; Advertising; Branding; Customer Value; Pawn Shops; Jewelry; Supply And Demand; Corporate Strategy; Business Strategy; Vertical Integration; Advertising Campaigns; Value Creation; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; United States; United Kingdom; Africa; Botswana; South Africa; Namibia
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      Esty, Benjamin C., Daniel P. Gross, and Lauren G. Pickle. "The De Beers Group: Exploring the Diamond Reselling Opportunity." Harvard Business School Teaching Note 717-481, June 2017.
      • Article

      Beyond the Target Customer: Social Effects in CRM Campaigns

      By: Eva Ascarza, Peter Ebbes, Oded Netzer and Matthew Danielson
      Customer relationship management (CRM) campaigns have traditionally focused on maximizing the profitability of the targeted customers. The authors demonstrate that in business settings characterized by network externalities, a CRM campaign that is aimed at changing the... View Details
      Keywords: Social Effects; Field Experiment; Mobile; Customer Relationship Management; Network Effects; Consumer Behavior
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      Ascarza, Eva, Peter Ebbes, Oded Netzer, and Matthew Danielson. "Beyond the Target Customer: Social Effects in CRM Campaigns." Journal of Marketing Research (JMR) 54, no. 3 (June 2017): 347–363.
      • June 2017
      • Article

      Creating Reciprocal Value Through Operational Transparency

      By: Ryan W. Buell, Tami Kim and Chia-Jung Tsay
      We investigate whether organizations can create value by introducing visual transparency between consumers and producers. Although operational transparency has been shown to improve consumer perceptions of service value, existing theory posits that increased contact... View Details
      Keywords: Operational Transparency; Service Management; Production Management; Organizational Performance; Behavioral Operations; Service Operations; Service Delivery; Consumer Behavior; Labor; Organizational Design; Operations; Service Industry; United States; Kenya
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      Buell, Ryan W., Tami Kim, and Chia-Jung Tsay. "Creating Reciprocal Value Through Operational Transparency." Management Science 63, no. 6 (June 2017): 1673–1695.
      • Summer 2017
      • Article

      Measuring Consumer Preferences for Video Content Provision via Cord-Cutting Behavior

      By: Jeffrey Prince and Shane Greenstein
      The television industry is undergoing a generational shift in structure; however, many demand-side determinants are still not well understood. We model how consumers choose video content provision among over-the-air (OTA), paid subscription to cable or satellite, and... View Details
      Keywords: Information Technology; Service Delivery; Consumer Behavior; Television Entertainment; Service Industry; Media and Broadcasting Industry
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      Prince, Jeffrey, and Shane Greenstein. "Measuring Consumer Preferences for Video Content Provision via Cord-Cutting Behavior." Journal of Economics & Management Strategy 26, no. 2 (Summer 2017): 293–317.
      • 2019
      • Chapter

      Network Effects

      By: Andrei Hagiu and David B. Yoffie
      Network effects are a key economic and strategic phenomenon in 'new economy' industries. They can, but do not necessarily, lead to market tipping, unless they outweigh customers' benefits from differentiation and are accompanied by high switching and multi-homing... View Details
      Keywords: Network Effects
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      Hagiu, Andrei, and David B. Yoffie. "Network Effects." In The Palgrave Encyclopedia of Strategic Management. Continuously updated edition, edited by Mie Augier and David J. Teece. Palgrave Macmillan, 2017. Electronic. (Pre-published, October 2013.)
      • May 2017 (Revised March 2018)
      • Case

      Predicting Consumer Tastes with Big Data at Gap

      By: Ayelet Israeli and Jill Avery
      CEO Art Peck was eliminating his creative directors for The Gap, Old Navy, and Banana Republic brands and promoting a collective creative ecosystem fueled by the input of big data. Rather than relying on artistic vision, Peck wanted the company to use the mining of big... View Details
      Keywords: Retailing; Preference Elicitation; Big Data; Predictive Analytics; Artificial Intelligence; Fashion; Marketing; Marketing Strategy; Marketing Channels; Brands and Branding; Consumer Behavior; Demand and Consumers; Analytics and Data Science; Forecasting and Prediction; E-commerce; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; United States; Canada; North America
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      Israeli, Ayelet, and Jill Avery. "Predicting Consumer Tastes with Big Data at Gap." Harvard Business School Case 517-115, May 2017. (Revised March 2018.)
      • May 2017
      • Case

      CNS Worldwide

      By: Robert J. Dolan and Karthik Easwar
      CNS Worldwide has long been the market share leader in the IaaS cloud server market, yet it has remained unprofitable for years. Industry capacity utilization is low, and prices have declined over 70% over the last decade. CNS is considering withdrawing from the market... View Details
      Keywords: Price; Marketing; Performance Capacity; Bids and Bidding; Analysis; Web Services Industry
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      Dolan, Robert J., and Karthik Easwar. "CNS Worldwide." Harvard Business School Brief Case 917-531, May 2017.
      • May 2017
      • Teaching Note

      Partners Group: Ain't No Mountain High Enough

      By: Nori Gerardo Lietz
      Partners Group (PG), a Swiss-based PE manager, initiated a series of strategic shifts and evolved from a predominately fund-of-funds manager into a large, multi-asset class PE firm focused on direct investments. PG was the first PE firm to go public in 2006. A number... View Details
      Keywords: Business Model; Entrepreneurship; Management Practices and Processes; Private Equity
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      Lietz, Nori Gerardo. "Partners Group: Ain't No Mountain High Enough." Harvard Business School Teaching Note 217-064, May 2017.
      • May 2017 (Revised November 2017)
      • Case

      Cotopaxi: Managing Growth for Good

      By: Andy Wu and Laura Huang
      Cotopaxi, an innovative outdoor gear business targeting millennials, focuses on profit and social impact. This registered benefit corporation was formed by Davis Smith who coalesced his experiences as a Wharton MBA student along with professional knowledge from an... View Details
      Keywords: Entrepreneurship; Social Venture; Benefit Corporation; B-Corp; Retail; Consumer Products; Apparel; Social Impact; Social Entrepreneurship; Business Model; Product Positioning; Social Enterprise; Mission and Purpose; Consumer Products Industry; Consumer Products Industry
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      Wu, Andy, and Laura Huang. "Cotopaxi: Managing Growth for Good." Harvard Business School Case 717-488, May 2017. (Revised November 2017.)
      • May 2017
      • Case

      Four Products: Predicting Diffusion (2017)

      By: John Gourville
      One job of product managers, marketers, strategic planners, and other corporate executives is to predict what the demand will be for a new product. This task is easier for certain classes of new products than for others. For new consumer package goods, for instance,... View Details
      Keywords: Diffusion Processes; Product Adoption; Forecasting and Prediction; Product; Product Launch; Marketing
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      Gourville, John. "Four Products: Predicting Diffusion (2017)." Harvard Business School Case 517-121, May 2017.
      • 2018
      • Working Paper

      Opportunistic Returns and Dynamic Pricing: Empirical Evidence from Online Retailing in Emerging Markets

      By: Chaithanya Bandi, Antonio Moreno, Donald Ngwe and Zhiji Xu
      We investigate how dynamic pricing can lead to higher operational costs through more product returns in the online retail industry. Dynamic pricing has been widely applied by many online retailers. Research has shown that, in response to dynamic pricing, some customers... View Details
      Keywords: Price; Policy; Consumer Behavior; Cost Management; Emerging Markets; Retail Industry
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      Bandi, Chaithanya, Antonio Moreno, Donald Ngwe, and Zhiji Xu. "Opportunistic Returns and Dynamic Pricing: Empirical Evidence from Online Retailing in Emerging Markets." Working Paper, September 2018.
      • May 2017
      • Article

      When Discounts Raise Costs: The Effect of Copay Coupons on Generic Utilization

      By: Leemore S. Dafny, Christopher Ody and Matt Schmitt
      Branded pharmaceutical manufacturers frequently offer “copay coupons” that insulate consumers from cost sharing, thereby undermining insurers’ ability to influence drug utilization. We study the impact of copay coupons on branded drugs first facing generic entry... View Details
      Keywords: Brands and Branding; Insurance Industry; Pharmaceutical Industry
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      Dafny, Leemore S., Christopher Ody, and Matt Schmitt. "When Discounts Raise Costs: The Effect of Copay Coupons on Generic Utilization." American Economic Journal: Economic Policy 9, no. 2 (May 2017): 91–123.
      • April 2017
      • Article

      Introduction to Special Issue: The Consumer in a Connected World

      By: John A. Deighton, Jacob Goldenberg and Andrew T. Stephen
      Keywords: Marketing; Consumer Behavior; Consumer Research; Smartphones; Data; Technology
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      Deighton, John A., Jacob Goldenberg, and Andrew T. Stephen. "Introduction to Special Issue: The Consumer in a Connected World." Journal of the Association for Consumer Research 2, no. 2 (April 2017): 137–139.
      • March 2017 (Revised February 2025)
      • Case

      Edwin Land: The Art and Science of Innovation

      By: Tom Nicholas, Christopher T. Stanton and Matthew G. Preble
      Throughout the second half of the 20th century, Polaroid first invented—and then continuously reinvented—the field of instant photography. Under the leadership of its mercurial founder Edwin Land, the company regularly released new instant cameras and films, often... View Details
      Keywords: Instant Photography; Company History; Change Management; Disruption; Forecasting and Prediction; Entrepreneurship; Business History; Innovation Strategy; Disruptive Innovation; Innovation and Management; Intellectual Property; Patents; Product Marketing; Brands and Branding; Product Launch; Product Development; Consumer Products Industry; Consumer Products Industry; United States
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      Nicholas, Tom, Christopher T. Stanton, and Matthew G. Preble. "Edwin Land: The Art and Science of Innovation." Harvard Business School Case 817-107, March 2017. (Revised February 2025.)
      • March 2017 (Revised May 2019)
      • Case

      Marketing Transformation at Mastercard

      By: Sunil Gupta, Srinivas K. Reddy and David Lane
      Since 2013, Mastercard CMO M.V. Rajamannar (Raja) had transformed the firm's marketing by using unique experiences, digital technology, and social media to intensify linkages not only with cardholders, but also with Mastercard's direct bank and merchant stakeholders.... View Details
      Keywords: Mastercard; Financial Services; Ingredient Brand; B2B2C; Experiential Marketing; Digital Marketing; ROI; Marketing; Customer Focus and Relationships; Business and Stakeholder Relations; Brands and Branding; Internet and the Web; Investment Return; Financial Services Industry
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      Gupta, Sunil, Srinivas K. Reddy, and David Lane. "Marketing Transformation at Mastercard." Harvard Business School Case 517-040, March 2017. (Revised May 2019.)
      • March 2017 (Revised July 2019)
      • Case

      Interline Brands: Don't Stop Believing

      By: Nori Gerardo Lietz and Ricardo Andrade
      Interline Brands, a leading distributor of residential housing maintenance and repair parts and equipment in the U.S., had just held its November 2014 board meeting. The meeting had been productive but not without some soul searching for both the company’s management... View Details
      Keywords: Private Equity Exit; Consumer Goods; IPO; Private Equity; Initial Public Offering; Decision Choices and Conditions
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      Lietz, Nori Gerardo, and Ricardo Andrade. "Interline Brands: Don't Stop Believing." Harvard Business School Case 217-061, March 2017. (Revised July 2019.)
      • March–April 2017
      • Article

      What's the Value of a Like?: Social Media Endorsements Don't Work the Way You Might Think

      By: Leslie John, Daniel Mochon, Oliver Emrich and Janet Schwartz
      Brands spend billions of dollars a year on lavish efforts to establish and maintain a social media presence. But do those campaigns actually increase revenue? New research provides an answer to this question, which has vexed marketers ever since social media burst upon... View Details
      Keywords: Social and Collaborative Networks; Consumer Behavior; Marketing Strategy; Digital Marketing; Social Media
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      John, Leslie, Daniel Mochon, Oliver Emrich, and Janet Schwartz. "What's the Value of a Like? Social Media Endorsements Don't Work the Way You Might Think." Harvard Business Review 95, no. 2 (March–April 2017): 108–115.
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