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      Consumer BehaviorRemove Consumer Behavior →

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      • March 2014 (Revised March 2015)
      • Case

      Samsung Electronics: TV in an Era of Convergence

      By: Karim R. Lakhani, Marco Iansiti and Kerry Herman
      From the late 1990s to 2006/2007, Samsung Electronics moved from one of 170 TV manufacturers to gain dominant TV market share year over year from 2007-2013. As digital technologies increasingly converged in 2013-2014, the industry faced new questions: What was the... View Details
      Keywords: Digital Innovation; Technology; Technology Management; Digital Convergence; Digital Technology; Innovation; Korea; Samsung; Television; Technological Innovation; Information Technology; Innovation and Invention; Innovation Leadership; Innovation and Management; Product Development; Product Design; Electronics Industry; Korean Peninsula; Asia
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      Lakhani, Karim R., Marco Iansiti, and Kerry Herman. "Samsung Electronics: TV in an Era of Convergence." Harvard Business School Case 614-034, March 2014. (Revised March 2015.)
      • February 2014 (Revised August 2016)
      • Case

      Strava

      By: Joseph B. Lassiter III, William A. Sahlman and Sid Misra
      Strava is a new fast-growing social network for the avid cyclist and runner. The Strava case traces the entrepreneurial journey of two serial entrepreneurs who have been co-founders in a prior venture, and who have co-founded Strava 3 years ago. The protagonists must... View Details
      Keywords: Entrepreneurship; Cycling; Biking; Running; Sports; Technology; Mobile App; Mobile; GPS; Motivation; Behavioral Science; Founders; Term Sheet; Investment; Terms; Silicon Valley; Lifestyle; Strava; Financing; Fundraising; Angel; Valuation; Growth; Forecast; Business Startups; Business Plan; Trends; Forecasting and Prediction; Decision Choices and Conditions; Corporate Entrepreneurship; Institutional Investing; Collaborative Innovation and Invention; Innovation Leadership; Innovation Strategy; Innovation and Management; Technological Innovation; Management Succession; Growth Management; Growth and Development Strategy; Market Timing; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; California; New England
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      Lassiter, Joseph B., III, William A. Sahlman, and Sid Misra. "Strava." Harvard Business School Case 814-055, February 2014. (Revised August 2016.)
      • January 2014 (Revised November 2021)
      • Case

      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; Retailing; Marketing; Consumer Behavior; Customer Relationship Management; Customer Focus and Relationships; Customer Satisfaction; Marketing Strategy; Brands and Branding; 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 Case 314-076, January 2014. (Revised November 2021.)
      • 2013
      • Working Paper

      Separating Homophily and Peer Influence with Latent Space

      By: Joseph P. Davin, Sunil Gupta and Mikolaj Jan Piskorski
      We study the impact of peer behavior on the adoption of mobile apps in a social network. To identify social influence properly, we introduce latent space as an approach to control for latent homophily, the idea that "birds of a feather flock together." In a series of... View Details
      Keywords: Social Influence; Social Network; Mobile App; Peer Effects; Latent Homophily; Latent Space; Proxy Variables; Familiarity; Behavior; Consumer Behavior; Applications and Software; Social and Collaborative Networks; Mobile and Wireless Technology; Power and Influence; Social Media
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      Davin, Joseph P., Sunil Gupta, and Mikolaj Jan Piskorski. "Separating Homophily and Peer Influence with Latent Space." Harvard Business School Working Paper, No. 14-053, January 2014.
      • January 2014
      • Technical Note

      Learning From Extreme Consumers

      By: Jill Avery and Michael Norton
      Traditional market research methods focus on understanding the average experiences of average consumers. This focus leads to gaps in our knowledge of consumer behavior and often fails to uncover insights that can drive revolutionary, rather than evolutionary... View Details
      Keywords: Market Research; Ethnography; Design Thinking; Innovation; New Product Development; Research; Marketing; Consumer Behavior; Innovation and Invention
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      Avery, Jill, and Michael Norton. "Learning From Extreme Consumers." Harvard Business School Technical Note 314-086, January 2014.
      • Article

      Anger and Regulation

      By: Rafael Di Tella and Juan Dubra
      We study a model in which agents experience anger when they see a firm that has displayed insufficient concern for the welfare of its clients (i.e., altruism) making high profits. Regulation can increase welfare, for example, through fines (even with no changes in... View Details
      Keywords: Altruism; Populism; Public Relations; Profit; Consumer Behavior; Perception; Governing Rules, Regulations, and Reforms
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      Di Tella, Rafael, and Juan Dubra. "Anger and Regulation." Scandinavian Journal of Economics 116, no. 3 (July 2014): 734–765.
      • 2014
      • Article

      Drivers and Dynamics of Online Word of Mouth

      By: Frank Nagle and Christoph Riedl
      Keywords: Online Word Of Mouth; Online Communities; Online Product Reviews; Internet and the Web; Consumer Behavior; Marketing Reference Programs; Digital Marketing
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      Nagle, Frank, and Christoph Riedl. "Drivers and Dynamics of Online Word of Mouth." Academy of Management Best Paper Proceedings (2014): 1326–1331.
      • October 2013 (Revised January 2016)
      • Case

      J.C. Penney's 'Fair and Square' Strategy (Abridged)

      By: Elie Ofek and Jill Avery
      As he gets ready to release 2nd quarter 2012 results, Ron Johnson, the new CEO of department store J.C. Penney, is reconsidering the dramatic changes he initiated for the business model and brand image of his company. A new pricing scheme he put in place in February,... View Details
      Keywords: Business Model; Change Management; Marketing Strategy; Price; Consumer Behavior; Decision Making; Management Teams; Brands and Branding; Retail Industry; United States
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      Ofek, Elie, and Jill Avery. "J.C. Penney's 'Fair and Square' Strategy (Abridged)." Harvard Business School Case 514-063, October 2013. (Revised January 2016.)
      • September 2013 (Revised August 2015)
      • Background Note

      Leadership and Teaming

      By: Ethan Bernstein
      Small differences in the leadership of teams can have large consequences for the success of their efforts. Many initiatives fail not because of a fatal error in judgment or insufficient ideas, knowledge, motivation, or capabilities to deliver a solution. They fail... View Details
      Keywords: Teams; Teaming; Leadership And Managing People; Leadership; Team Effectiveness; Team Performance; Team Design; Team Leadership; Teamwork; Team Process; Team Function; Team Launch; 60/30/10 Rule; Team Boundary; Distribution Of Leadership Authority; Self-Managed Teams; Virtual Teams; Unbounded Teams; Acts Of Leadership; Execution Teams; Decision Making Teams; Creativity Teams; Team Size; Task Design; Team Timeline; Team Roles; Team Representation; Diversity; Team Familiarity; Collective Intelligence; Team Stages Of Development; Team Coaching; Performance Pressure; X-Teams; Team Focus; Interaction; Management Teams; Managerial Roles; Management Systems; Management Style; Management Skills; Management Practices and Processes; Organizational Design; Organizational Structure; Performance Effectiveness; Performance Efficiency; Performance Productivity; Groups and Teams; Networks; Social Psychology; Behavior; Conflict and Resolution; Creativity; Social and Collaborative Networks; Satisfaction; Prejudice and Bias; Power and Influence; Personal Characteristics; Familiarity; Cognition and Thinking; Attitudes; Projects; Organizational Culture; Organizational Change and Adaptation; Leadership Development; Leadership Style; Leading Change; Knowledge Use and Leverage; Knowledge Sharing; Collaborative Innovation and Invention; Innovation and Management; Innovation Leadership; Design; Interpersonal Communication; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Asia; North and Central America; South America; Atlantic Ocean; Central Asia; Europe; Latin America; Middle East; Oceania; West Indies
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      Bernstein, Ethan. "Leadership and Teaming." Harvard Business School Background Note 414-033, September 2013. (Revised August 2015.)
      • 2019
      • Working Paper

      Managing Churn to Maximize Profits

      By: Aurelie Lemmens and Sunil Gupta
      Customer defection threatens many industries, prompting companies to deploy targeted, proactive customer retention programs and offers. A conventional approach has been to target customers either based on their predicted churn probability, or their responsiveness to a... View Details
      Keywords: Churn Management; Defection Prediction; Loss Function; Stochastic Gradient Boosting; Customer Relationship Management; Consumer Behavior; Profit
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      Lemmens, Aurelie, and Sunil Gupta. "Managing Churn to Maximize Profits." Harvard Business School Working Paper, No. 14-020, September 2013. (Revised December 2019. Forthcoming at Marketing Science.)
      • Article

      Consumers' Misunderstanding of Health Insurance

      By: George Loewenstein, Joelle Y. Friedman, Barbara McGill, Sarah Ahmad, Suzanne Linck, Stacey Sinkula, John Beshears, James J. Choi, Jonathan Kolstad, David Laibson, Brigitte C. Madrian, John A. List and Kevin G. Volpp
      We report results from two surveys of representative samples of Americans with private health insurance. The first examines how well Americans understand, and believe they understand, traditional health insurance coverage. The second examines whether those insured... View Details
      Keywords: Behavioral Economics; Simplification; Insurance; Consumer Behavior; Health Care and Treatment; Cognition and Thinking; Insurance Industry; Health Industry; United States
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      Loewenstein, George, Joelle Y. Friedman, Barbara McGill, Sarah Ahmad, Suzanne Linck, Stacey Sinkula, John Beshears, James J. Choi, Jonathan Kolstad, David Laibson, Brigitte C. Madrian, John A. List, and Kevin G. Volpp. "Consumers' Misunderstanding of Health Insurance." Journal of Health Economics 32, no. 5 (September 2013): 850–862.
      • 2013
      • Article

      Rituals Enhance Consumption

      By: J. Vohs, Y. Wang, F. Gino and M. I. Norton
      Four experiments tested the novel hypothesis that ritualistic behavior potentiates and enhances the enjoyment of ensuing consumption—an effect found for chocolates, lemonade, and even carrots. Experiment 1 showed that ritual behaviors, compared to a no-ritual... View Details
      Keywords: Practice; Satisfaction; Consumer Behavior
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      Vohs, J., Y. Wang, F. Gino, and M. I. Norton. "Rituals Enhance Consumption." Psychological Science 24, no. 9 (September 2013): 1714–1721.
      • August 2013 (Revised August 2014)
      • Case

      Catalina In the Digital Age

      By: Robert J. Dolan and Uma R. Karmarkar
      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: Big Data; Digital Technologies; Marketing; Customer Relationship Management; Consumer Behavior; Analytics and Data Science
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      Dolan, Robert J., and Uma R. Karmarkar. "Catalina In the Digital Age." Harvard Business School Case 514-021, August 2013. (Revised August 2014.)
      • August 2013
      • Article

      Customer-Driven Misconduct: How Competition Corrupts Business Practices

      By: Victor Manuel Bennett, Lamar Pierce, Jason A. Snyder and Michael W. Toffel
      Competition among firms yields many benefits but can also encourage firms to engage in corrupt or unethical activities. We argue that competition can lead organizations to provide services that customers demand but that violate government regulations, especially when... View Details
      Keywords: Competition; Crime and Corruption; Management Practices and Processes; Ethics; Consumer Behavior; Customer Satisfaction; Auto Industry; Service Industry
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      Bennett, Victor Manuel, Lamar Pierce, Jason A. Snyder, and Michael W. Toffel. "Customer-Driven Misconduct: How Competition Corrupts Business Practices." Management Science 59, no. 8 (August 2013): 1725–1742. (Online Appendix.  Lead article. Nominated for "Best Conference Paper Award" and "SMS Best Conference Paper Prize for Practice Implications" at 2012 Strategic Management Society International Conference.)
      • 2013
      • Working Paper

      Where do the Most Active Customers Originate and How Can Firms Keep Them Engaged?

      By: Clarence Lee, E. Ofek and Thomas Steenburgh
      In this paper, we study how firms offering Web services can acquire and develop an active customer base. We focus on two basic questions. First, how does the method of customer acquisition affect the way customers use the service to meet their own needs and to interact... View Details
      Keywords: Customer Engagement; Adoption Routes; Hidden Markov Models; Search; Word-of-Mouth; Digital Media; Customer Relationship Management; Internet and the Web; Mathematical Methods; Consumer Behavior; Entrepreneurship; Marketing Reference Programs; Web Services Industry
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      Lee, Clarence, E. Ofek, and Thomas Steenburgh. "Where do the Most Active Customers Originate and How Can Firms Keep Them Engaged?" Working Paper, 2013. (Revise and Resubmit at Management Science.)
      • July 2013
      • Case

      Montreaux Chocolate USA: Are Americans Ready for Healthy Dark Chocolate?

      By: John A. Quelch and Diane Badame
      Andrea Torres, director of new product development at a high-end chocolate confectionery company, leads her team through a carefully sequenced program of market research to support the development and launch of a new product, healthy dark chocolate with fruit. This is... View Details
      Keywords: Competition; Food; Consumer Behavior; Nutrition; Product Launch; Product Development; Food and Beverage Industry; Switzerland; United States
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      Quelch, John A., and Diane Badame. "Montreaux Chocolate USA: Are Americans Ready for Healthy Dark Chocolate?" Harvard Business School Brief Case 914-501, July 2013.
      • July–August 2013
      • Article

      A Joint Model of Usage and Churn in Contractual Settings

      By: Eva Ascarza and Bruce G.S. Hardie
      As firms become more customer-centric, concepts such as customer equity come to the fore. Any serious attempt to quantify customer equity requires modeling techniques that can provide accurate multiperiod forecasts of customer behavior. Although a number of researchers... View Details
      Keywords: Churn; Retention; Contractual Settings; Access Services; Hidden Markov Models; RFM; Latent Variable Models; Customer Value and Value Chain; Consumer Behavior
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      Ascarza, Eva, and Bruce G.S. Hardie. "A Joint Model of Usage and Churn in Contractual Settings." Marketing Science 32, no. 4 (July–August 2013): 570–590.
      • 2013
      • Dissertation

      Designing Freemium: A Model of Consumer Usage, Upgrade, and Referral Dynamics

      By: Clarence Lee, Vineet Kumar and Sunil Gupta
      Abstract. Over the past decade "freemium" (free + premium) has become the dominant business model among internet start-ups for its ability to acquire and monetize a large install-base with limited marketing resources. Freemium is a hybrid strategy where a firm offers... View Details
      Keywords: Discrete-Continuous Choice Dynamic Structural Models; Bayesian Estimation; Word-of-Mouth; Digital Services; Freemium; Entrepreneurship; Business Model; Motivation and Incentives; Marketing Strategy; Internet and the Web; Consumer Behavior; Marketing Reference Programs; Business Startups
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      Lee, Clarence, Vineet Kumar, and Sunil Gupta. "Designing Freemium: A Model of Consumer Usage, Upgrade, and Referral Dynamics." Diss., Harvard Business School, 2013. (Job Market Paper.)
      • June 2013
      • Article

      What Is Privacy Worth?

      By: Alessandro Acquisti, Leslie K. John and George Loewenstein
      Understanding the value that individuals assign to the protection of their personal data is of great importance for business, law, and public policy. We use a field experiment informed by behavioral economics and decision research to investigate individual privacy... View Details
      Keywords: Safety; Rights; Valuation; Ethics; Identity
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      Acquisti, Alessandro, Leslie K. John, and George Loewenstein. "What Is Privacy Worth?" Journal of Legal Studies 42, no. 2 (June 2013): 249–274.
      • 2015
      • Working Paper

      Online Word of Mouth and Product Review Disagreement

      By: Frank Nagle and Christoph Riedl
      Studies of online word of mouth have frequently posited―but never systematically conceptualized and explored―that the level of disagreement between existing product reviews can impact the volume and the valence of future reviews. In this study we develop a theoretical... View Details
      Keywords: Online Word Of Mouth; Online Communities; Viral Marketing; Online Product Reviews; Quality; Internet and the Web; Consumer Behavior; Marketing Reference Programs; Social and Collaborative Networks; Digital Marketing; Analytics and Data Science
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      Nagle, Frank, and Christoph Riedl. "Online Word of Mouth and Product Review Disagreement." Harvard Business School Working Paper, No. 13-091, May 2013. (Revised May 2015, selected for AOM Best Paper Proceedings.)
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