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(1,229)
- News (260)
- Research (897)
- Events (4)
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- Faculty Publications (361)
Show Results For
- All HBS Web
(1,229)
- News (260)
- Research (897)
- Events (4)
- Multimedia (1)
- Faculty Publications (361)
- December 2008
- Article
Behavioral Frontiers in Choice Modeling
We review the discussion at a workshop whose goal was to achieve a better integration among behavioral, economic, and statistical approaches to choice modeling. The workshop explored how current approaches to the specification, estimation, and application of choice... View Details
Keywords: Mathematical Methods; Integration; Goals and Objectives; Decision Choices and Conditions; Problems and Challenges; Business Processes; Customers; Behavior; Economics
Adamowicz, Wiktor, David Bunch, Trudy Ann Cameron, Benedict G.C. Dellaert, Michael Hanneman, Michael Keane, Jordan Louviere, Robert Meyer, Thomas J. Steenburgh, and Joffre Swait. "Behavioral Frontiers in Choice Modeling." Marketing Letters 19, nos. 3/4 (December 2008): 215–219.
- 06 May 2002
- Research & Ideas
A Toolkit for Customer Innovation
"Listen carefully to what your customers want and then respond with new products that meet or exceed their needs." That mantra has dominated many a business, and it has undoubtedly led to great products and has even shaped... View Details
Keywords: by Stefan Thomke & Eric Von Hippel
- 16 May 2011
- Research & Ideas
What Loyalty? High-End Customers are First to Flee
Businesses that offer their customers the highest levels of service might like to believe that all their efforts to pamper and please will pay off with an extremely loyal following. “Customers you might expect to be the most 'stuck' are... View Details
Keywords: by Julia Hanna
- March 2000 (Revised January 2001)
- Background Note
Customers in Health Care, The
By: Richard M.J. Bohmer
Reviews the current literature on the consumers of health care, primarily patients. Discusses their stated preferences, the sources of information they use in making their selections of plan and provider, and their behavior. View Details
Bohmer, Richard M.J. "Customers in Health Care, The." Harvard Business School Background Note 600-118, March 2000. (Revised January 2001.)
- March 2011
- Background Note
Customer Loyalty Schemes in the Retail Sector
By: Jose B. Alvarez and Aldo Sesia
Customer loyalty schemes (or programs) are explicit efforts by retailers to gain long-term patronage from customers. Loyalty schemes are developed for a variety of reasons: to reward loyal customers, to generate more robust information about customer behavior, to... View Details
Keywords: Customer Relationship Management; Consumer Behavior; Business Strategy; Retail Industry; United Kingdom; United States
Alvarez, Jose B., and Aldo Sesia. "Customer Loyalty Schemes in the Retail Sector." Harvard Business School Background Note 511-077, March 2011.
- August 2018 (Revised September 2018)
- Case
Predicting Purchasing Behavior at PriceMart (A)
By: Srikant M. Datar and Caitlin N. Bowler
This case follows VP of Marketing, Jill Wehunt, and analyst Mark Morse as they tackle a predictive analytics project to increase sales in the Mom & Baby unit of a nationally recognized retailer, PriceMart. Wehunt observed that in the midst of the chaos that surrounded... View Details
Keywords: Data Science; Analytics and Data Science; Analysis; Consumer Behavior; Forecasting and Prediction
Datar, Srikant M., and Caitlin N. Bowler. "Predicting Purchasing Behavior at PriceMart (A)." Harvard Business School Case 119-025, August 2018. (Revised September 2018.)
- 2009
- Chapter
Creating Superior Customer Value in a Connected World
By: Ranjay Gulati
"In the early twenty-first century, customers are more demanding than ever, and difficult economic times make them all the more so. As customers tighten their wallets and increase their demands, firms face greater pressure to provide superior customer value. Reducing... View Details
- March 31, 2023
- Article
What Is the Optimal Pattern of a Customer Journey?
Even though customer experience (CX) leaders are becoming increasingly focused on optimizing their firms’ customer journeys, they face a clear challenge: Which touchpoints along the journey should they invest in? That is, which moments when the customer interacts with... View Details
De Freitas, Julian. "What Is the Optimal Pattern of a Customer Journey?" Harvard Business Review (website) (March 31, 2023).
- 2025
- Working Paper
Dynamic Personalization with Multiple Customer Signals: Multi-Response State Representation in Reinforcement Learning
Reinforcement learning (RL) offers potential for optimizing sequences of customer interactions by modeling the relationships
between customer states, company actions, and long-term value. However, its practical implementation often faces significant
challenges.... View Details
Keywords: Dynamic Policy; Deep Reinforcement Learning; Representation Learning; Dynamic Difficulty Adjustment; Latent Variable Models; Customer Relationship Management; Customer Value and Value Chain; Foreign Direct Investment; Analytics and Data Science
Ma, Liangzong, Ta-Wei Huang, Eva Ascarza, and Ayelet Israeli. "Dynamic Personalization with Multiple Customer Signals: Multi-Response State Representation in Reinforcement Learning." Harvard Business School Working Paper, No. 25-037, February 2025.
- 21 Mar 2016
- HBS Case
Can Customer Reviews Be 'Managed?'
Brian Kenny: What motivated you to write the case? Why were you interested in it? Thales Teixeira: Some of my research is on the economics of attention and online reviews have amassed a vast amount of attention nowadays. People have changed their View Details
- 2016
- Book
Competing Against Luck: The Story of Innovation and Customer Choice
By: Clayton M. Christensen, Taddy Hall, Karen Dillon and David S. Duncan
The foremost authority on innovation and growth presents a path-breaking book every company needs to transform innovation from a game of chance to one in which they develop products and services that customers want to buy and are willing to purchase at a premium price.... View Details
Christensen, Clayton M., Taddy Hall, Karen Dillon, and David S. Duncan. Competing Against Luck: The Story of Innovation and Customer Choice. New York: Harper Business, 2016.
- 13 Mar 2017
- Research & Ideas
Hiding Products From Customers May Ultimately Boost Sales
portion of your full product catalog—and leaving customers to wonder what you’ll offer next? Or is it better to display all your wares at once, in hopes of encouraging a shopping spree? For example, is a View Details
- 16 Jun 2020
- Research & Ideas
Your Customers Have Changed. Here's How to Engage Them Again.
engage them? How should firms adjust? What is clear in the COVID-deaccession is that this change in customer behavior is pushing firms into a new “directional reality.” Firms need to adapt to shifting View Details
- 17 Jun 2016
- Op-Ed
Companies Need to Start Marketing Security to Customers
behavior would not sit well at the annual industry association meeting and your holier-than-thou superiority claim might tempt fate and attract a terrorist attack. If anything, safety is downplayed as pre-flight instructions to airline... View Details
- 10 Sep 2021
- News
Human or Computer? Who’s Really Helping You With Customer Service?
- 22 Feb 2012
- News
Disclosures Are Found to Change Financial Behavior
- 09 Apr 2001
- Research & Ideas
The Manager’s Guide to Communicating with Customers Collection
Are you reaching your customers? The key is knowing who they are and what they want To appeal to retail customers you need to understand what makes them tick. What better way to do that than by studying actual consumer behavior? A great... View Details
- 2009
- Working Paper
Altruistic Dynamic Pricing with Customer Regret
By: Julio J. Rotemberg
A model is considered where firms internalize the regret costs that consumers experience when they see an unexpected price change. Regret costs are assumed to be increasing in the size of price changes and this can explain why the size of price increases is less... View Details
- Web
Human Behavior & Decision-Making - Faculty & Research
Human Behavior & Decision-Making Human Behavior & Decision-Making 2014 Book The Power of Noticing: What the Best Leaders See By: Max Bazerman This book will examine the common failure to notice critical... View Details
- 27 Sep 2010
- Research & Ideas
Customer Experts Lose Influence When Teams are Pressured
engage in collective behaviors that diminish their ability to do so. Sarah Jane Gilbert:What led you to study the effects of performance pressure on work teams? Heidi Gardner: I experienced similar team dynamics when I worked in a... View Details
Keywords: by Sarah Jane Gilbert