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    • All HBS Web  (1,277)
      • Faculty Publications  (251)

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      • November 2017
      • Teaching Note

      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: Brands; Brand & Product Management; Big Data; "Marketing Analytics"; Consumer Behavior; Predictive Analytics; Forecasting; Preferences; Operation Management; Distribution Channels; Marketing; Marketing Channels; Marketing Strategy; Brands and Branding; Forecasting and Prediction; Data and Data Sets; Retail Industry; Fashion Industry; Apparel and Accessories Industry; United States; North America
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      Israeli, Ayelet, and Jill Avery. "Predicting Consumer Tastes with Big Data at Gap." Harvard Business School Teaching Note 518-053, November 2017.
      • October 2017 (Revised August 2018)
      • Case

      HTC and Virtual Reality

      By: David B. Yoffie, Andy Wu and Allison M. Ciechanover
      In fall 2017, HTC CEO and Chairperson Cher Wang was driving the company to focus on virtual reality (VR). HTC's first VR product, VIVE, released in spring 2016, was applauded for its superior immersive room-scale capabilities. However, early adoption of VR beyond... View Details
      Keywords: Virtual Reality; Strategy; Competition; Information Technology; Innovation and Management; Consumer Behavior; Customer Relationship Management; Technology Industry
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      Yoffie, David B., Andy Wu, and Allison M. Ciechanover. "HTC and Virtual Reality." Harvard Business School Case 718-421, October 2017. (Revised August 2018.)
      • September 2017 (Revised September 2023)
      • Case

      Chase Sapphire: Creating a Millennial Cult Brand

      By: Shelle Santana, Jill Avery and Christine Snively
      The launch of the Chase Sapphire Reserve credit card was enthusiastically received by millennial consumers, a cohort that had previously eluded JPMorgan Chase and its competitors. With the one-year anniversary of the launch approaching, managers are focused on... View Details
      Keywords: Brand & Product Management; Product Strategy; New Product Development; Credit Card; Customer Acquisition; CRM; Millennials; Marketing; Marketing Strategy; Brands and Branding; Credit Cards; Product Development; Product Launch; Customer Relationship Management; Consumer Behavior; Demographics; Financial Services Industry; Service Industry; Banking Industry; United States; North America
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      Santana, Shelle, Jill Avery, and Christine Snively. "Chase Sapphire: Creating a Millennial Cult Brand." Harvard Business School Case 518-024, September 2017. (Revised September 2023.)
      • July 2017 (Revised November 2017)
      • Case

      Propel

      By: Mitchell Weiss and Sarah McAra
      In 2014, Jimmy Chen, a former product manager at Facebook, founded the start-up Propel to build software for low-income Americans. After conducting in-depth behavioral research, Chen and his small team in New York City began to develop technology to address the... View Details
      Keywords: Public Entrepreneurship; Govtech; Food Stamps; EBT; Mobile App; User Research; Financial Services Referrals; Grocery Marketing; Customer Discovery; Social Entrepreneurship; Entrepreneurship; Public Sector; Business Model; Research; Social Enterprise; Poverty; Welfare; Mobile and Wireless Technology; Applications and Software; Technology Industry; United States
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      Weiss, Mitchell, and Sarah McAra. "Propel." Harvard Business School Case 818-008, July 2017. (Revised November 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.
      • 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; Apparel and Accessories Industry; Consumer Products Industry; Fashion Industry; Retail 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.)
      • 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.
      • February 2017
      • Article

      Resident Networks and Corporate Connections: Evidence from World War II Internment Camps

      By: Lauren Cohen, Umit Gurun and Christopher J. Malloy
      We demonstrate that simply by using the ethnic makeup surrounding a firm’s location, we can predict, on average, which trade links are valuable for firms. Using customs and port authority data on the international shipments of all U.S. publicly traded firms, we show... View Details
      Keywords: Information Networks; Trade Links; Firm Behavior; Networks; Geographic Location; Ethnicity; Organizations; Trade
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      Cohen, Lauren, Umit Gurun, and Christopher J. Malloy. "Resident Networks and Corporate Connections: Evidence from World War II Internment Camps." Journal of Finance 72, no. 1 (February 2017): 207–248. (Winner of First Prize, the Inaugural Hakan Orbay Research Award, 2015.)
      • August 2016 (Revised July 2017)
      • Background Note

      Brand Portfolio Strategy and Brand Architecture

      By: Jill Avery
      While companies choose to brand their products and services in many different ways, there are some central tenets that help define an optimal brand portfolio and associated brand architecture. Brand portfolio strategy involves the design, deployment, and management of... View Details
      Keywords: Brand Management; Brand Portfolio; Brand Extension; Brand Portfolio Strategy; Brand Architecture; Consumer Behavior; Marketing; Brands and Branding; Marketing Strategy
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      Avery, Jill. "Brand Portfolio Strategy and Brand Architecture." Harvard Business School Background Note 517-021, August 2016. (Revised July 2017.)
      • August 2016
      • Case

      CSI Ingenieros

      By: Jay Lorsch and Emily McTague
      CSI's business unit managers gathered around the downstairs conference room for the company's weekly meeting to discuss project bids. Cristina WaldAshley Hartman, who was in charge of finding projects for the engineering firm to work on, read through several she had... View Details
      Keywords: Corporate Governance; Board; Board Committees; Board Dynamics; Organization; Organization Alignment; Dynamic Capabilities; Organization Design; Organizational Prototyping; Organizational Silence; Organizational Learning; Organization Behavior; Organizational Change and Adaptation; Organizational Culture; Manufacturing Industry; South America; Uruguay
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      Lorsch, Jay, and Emily McTague. "CSI Ingenieros." Harvard Business School Case 417-022, August 2016.
      • July 20, 2016
      • Article

      To Increase Sales, Get Customers to Commit a Little at a Time

      By: Frank V. Cespedes and David Hoffeld
      This article discusses what behavioral research does and does not tell us about factors that aid the "closing" of a sales call. View Details
      Keywords: Research; Consumer Behavior; Sales
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      Cespedes, Frank V., and David Hoffeld. "To Increase Sales, Get Customers to Commit a Little at a Time." Harvard Business Review (website) (July 20, 2016).
      • June 17, 2016
      • Comment

      Companies Need to Start Marketing Security to Customers

      By: John A. Quelch
      Recent events in Orlando underscore an important marketing truth: consumer safety and security are mission critical. A popular nightclub, Pulse, known as a safe place for the LGBT community, is put out of business at least temporarily by a terrorist act. Not far away... View Details
      Keywords: Consumer Safety; Public Safety; Brand Attraction; Risk Management; Safe Environment Benefit; Marketing Safety; Global Brands; Advertising; Change Management; Disruption; Volatility; Crime and Corruption; Customers; Music Entertainment; Animation Entertainment; Film Entertainment; Brands and Branding; Marketing Communications; Marketing Strategy; Product Marketing; Consumer Behavior; Problems and Challenges; Safety; Corporate Strategy; Business Strategy; Entertainment and Recreation Industry; Tourism Industry; Travel Industry; United States
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      Quelch, John A. "Companies Need to Start Marketing Security to Customers." Harvard Business School Working Knowledge (June 17, 2016). (Republished by Fortune.com as "What the Orlando Tragedies Can Teach Businesses" on June 20, 2016.)
      • June 2016
      • Teaching Note

      Relating to Peapod

      By: Jill Avery and Susan Fournier
      This case concerns the topics of relationship marketing, customer acquisition and retention, brand loyalty, service failure and recovery, new product introduction, and the use of consumer ethnography to study consumer behavior. Specifically, the case explores the... View Details
      Keywords: Brand Management; Customer Relationship Management; CRM; Customer Behavior; Consumer Behavior; Retailing; Marketing; Marketing Strategy; Brands and Branding; Marketing Channels; E-commerce; Retail Industry; United States
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      Avery, Jill, and Susan Fournier. "Relating to Peapod." Harvard Business School Teaching Note 316-175, June 2016.
      • June 2016
      • Teaching Note

      Filene's Basement: Inside a Fired Customer's Relationship

      By: Jill Avery and Susan Fournier
      How, in a business climate in which building relationships with customers has dominated both managerial thought and marketing budgets, could Filene's Basement have fired a loyal customer, one who was formally and informally recognized as a best customer? This case... View Details
      Keywords: CRM; Customer Profitability Analysis; Customer Lifetime Value; Consumer Behavior; Marketing; Marketing Strategy; Customer Focus and Relationships; Brands and Branding; Customer Relationship Management; Retail Industry; United States
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      Avery, Jill, and Susan Fournier. "Filene's Basement: Inside a Fired Customer's Relationship." Harvard Business School Teaching Note 316-184, June 2016.
      • June 2016
      • Teaching Note

      HubSpot: Lower Churn through Greater CHI

      By: Jill Avery, Asis Martinez Jerez and Thomas Steenburgh
      HubSpot, a web marketing startup selling inbound marketing software to small- and medium-sized businesses, is under pressure from its venture capital partners to rapidly acquire new customers and to maintain a low level of customer churn. The B2B SaaS company is in the... View Details
      Keywords: CRM; Customer Acquisition; Customer Retention; Churn Management; SaaS Business Models; Customer Lifetime Value; Venture Capital; Startup; Software; Monitoring And Control; Marketing; Customer Relationship Management; Marketing Strategy; Accounting; Technology Industry; United States
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      Avery, Jill, Asis Martinez Jerez, and Thomas Steenburgh. "HubSpot: Lower Churn through Greater CHI." Harvard Business School Teaching Note 116-051, June 2016.
      • 2016
      • Chapter

      Navigating Natural Monopolies: Market Strategy and Nonmarket Challenges in Radio and Television Audience Measurement Markets

      By: Hillary Greene and Dennis Yao
      This paper explores how firms within the audience measurement industry, specifically its radio and television markets, have navigated myriad market and nonmarket challenges. The market strategies and the nonmarket forces that constrain those strategies are largely... View Details
      Keywords: Measurement and Metrics; Marketing Strategy; Consumer Behavior; Monopoly; Television Entertainment; Public Opinion; Geographic Scope; Media and Broadcasting Industry; United States
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      Greene, Hillary, and Dennis Yao. "Navigating Natural Monopolies: Market Strategy and Nonmarket Challenges in Radio and Television Audience Measurement Markets." In Strategy Beyond Markets. Vol. 34, edited by John de Figueiredo, Michael Lenox, Felix Oberholzer-Gee, and Rick Vanden Bergh, 367–411. Advances in Strategic Management. Emerald Group Publishing, 2016.
      • March 2016
      • Teaching Note

      Catalina in the Digital Age

      By: Uma R. Karmarkar and Robert J. Dolan
      "Catalina in the Digital Age" considers how a company with a dominant market position should evolve its established product lines given the rise of novel digital technologies. Since its founding in 1983, Catalina had enjoyed a distinct position in the world of consumer... View Details
      Keywords: Coupons; Information Technology; Customer Relationship Management; Consumer Behavior; Product Marketing; Retail Industry
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      Karmarkar, Uma R., and Robert J. Dolan. "Catalina in the Digital Age." Harvard Business School Teaching Note 516-086, March 2016.
      • Article

      The Perils of Proactive Churn Prevention Using Plan Recommendations: Evidence from a Field Experiment

      By: Eva Ascarza, Raghuram Iyengar and Martin Schleicher
      Facing the issue of increasing customer churn, many service firms have begun recommending pricing plans to their customers. One reason behind this type of retention campaign is that customers who subscribe to a plan suitable for them should be less likely to churn... View Details
      Keywords: Churn/retention; Field Experiment; Pricing; Tariff/plan Choice; Targeting; Customer Relationship Management; Price; Performance Effectiveness
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      Ascarza, Eva, Raghuram Iyengar, and Martin Schleicher. "The Perils of Proactive Churn Prevention Using Plan Recommendations: Evidence from a Field Experiment." Journal of Marketing Research (JMR) 53, no. 1 (February 2016): 46–60.
      • December 15, 2015
      • Article

      Don't Turn Your Sales Team Loose Without a Strategy

      By: Frank V. Cespedes and Steve Thompson
      When formulating a strategy, markets and segments are typically important categories. But only customers buy. Hence, for most firms, de facto strategy and much resource allocation are the aggregate result of the deals their salespeople close. However, few firms clarify... View Details
      Keywords: Strategy; Salesforce Management
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      Cespedes, Frank V., and Steve Thompson. "Don't Turn Your Sales Team Loose Without a Strategy." Harvard Business Review (website) (December 15, 2015).
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