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Show Results For
-
All HBS Web
(8,612)
- People (21)
- News (1,708)
- Research (5,545)
- Events (57)
- Multimedia (75)
- Faculty Publications (3,842)
- 11 Nov 2013
- Research & Ideas
A Smarter Way to Reduce Customer Defections
Companies spend significant sums to acquire customers. Once hooked, marketers protect those investments by attempting to keep patrons happy, engaged, and most of all, loyal. Reducing customer attrition, or "churn" in marketing parlance,...
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- 02 Apr 2015
- Research & Ideas
Digital Initiative Summit: Big Messages, Small Screens, Many Choices
In the land of the digitally connected, the mobile device is king. The majority of digital media consumption happens on mobile devices, with smartphone and tablet activity making up 60 percent of digital screen time in the United States,...
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- 28 Jan 2013
- Research & Ideas
Helping Yelp Create More Accurate Reviews
information on sites such as Yelp, eBay, and TripAdvisor. The framework relies on an algorithm set up to tackle bias inherent in reviews by taking into account reviewers who vary in accuracy, stringency, and...
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- December 18, 2023
- Article
Are Everywhere Stores the New Face of Retail?
By: David R. Bell, Santiago Gallino and Antonio Moreno
Historically, customer engagement and product fulfillment occurred in the same place — a traditional retail store. But today, retailers are beginning to explore how they can create opportunities for customers to engage with products in native environments. A related...
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Keywords:
Customer Focus and Relationships;
Consumer Behavior;
Distribution;
Logistics;
Retail Industry
Bell, David R., Santiago Gallino, and Antonio Moreno. "Are Everywhere Stores the New Face of Retail?" MIT Sloan Management Review (website) (December 18, 2023).
- 2016
- Article
Buying to Blunt Negative Feelings: Materialistic Escape from the Self
By: Grant Edward Donnelly, Masha Ksendzova, Ryan Howell, Kathleen Vohs and Roy F. Baumeister
We propose that escape theory, which describes how individuals seek to free themselves from aversive states of self-awareness, helps explain key patterns of materialistic people’s behavior. As predicted by escape theory, materialistic individuals may feel dissatisfied...
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Keywords:
Materialism;
Escape;
Self;
Negative Emotions;
Self-awareness;
Emotions;
Consumer Behavior;
Identity;
Motivation and Incentives
Donnelly, Grant Edward, Masha Ksendzova, Ryan Howell, Kathleen Vohs, and Roy F. Baumeister. "Buying to Blunt Negative Feelings: Materialistic Escape from the Self." Review of General Psychology 20, no. 3 (2016): 272–316.
- December 2008 (Revised February 2010)
- Case
ViniBrasil: New Latitude Wines
By: David E. Bell, Marcos Flava Neves, Luciano Thome e Castro and Mary Louise Shelman
ViniBrasil is a small wine venture in Brazil started by a top Portuguese wine company, Dao Sul. ViniBrasil grows its grapes in a novel environment (close to the equator) using innovative management practices such as controlled irrigation and year-round harvesting....
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Keywords:
Agribusiness;
Global Strategy;
Innovation and Invention;
Management Practices and Processes;
Demand and Consumers;
Competition;
Agriculture and Agribusiness Industry;
Agriculture and Agribusiness Industry;
Brazil
Bell, David E., Marcos Flava Neves, Luciano Thome e Castro, and Mary Louise Shelman. "ViniBrasil: New Latitude Wines." Harvard Business School Case 509-003, December 2008. (Revised February 2010.)
- February 2017
- Case
Dick's Sporting Goods
By: Rajiv Lal, Jose B. Alvarez and Matthew G. Preble
Edward Stack, chairman and CEO of Dick’s Sporting Goods (DKS), faced a rapidly changing sporting goods landscape in October 2016. Two large competitors—The Sports Authority and Sport Chalet—had folded earlier that year, and DKS had to contend with increasingly robust...
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Keywords:
Sporting Goods;
Retail;
Employees;
Growth and Development Strategy;
Growth Management;
Product Marketing;
Demand and Consumers;
Consumer Behavior;
Product;
Service Delivery;
Service Operations;
Partners and Partnerships;
Business Strategy;
Competition;
Corporate Strategy;
Expansion;
Internet and the Web;
E-commerce;
Retail Industry;
United States;
Pennsylvania
- November 1998
- Case
Wegmans Food Markets: Diabetes Counseling
By: Ray A. Goldberg, David E. Bell and Ann Leamon
Danny Wegman, president of Wegmans Food Markets, is trying to decide how to evaluate the success of a nutrition-counseling program for diabetics, and whether and how to expand the program beyond the two stores currently involved. Wegmans, with 57 stores and $2.3...
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Keywords:
Performance Evaluation;
Expansion;
Programs;
Human Needs;
Financial Management;
Health Care and Treatment;
Nutrition;
Consumer Behavior;
Food and Beverage Industry;
Food and Beverage Industry
Goldberg, Ray A., David E. Bell, and Ann Leamon. "Wegmans Food Markets: Diabetes Counseling." Harvard Business School Case 599-057, November 1998.
- September–October 2020
- Article
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...
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Keywords:
Churn Management;
Defection Prediction;
Loss Function;
Stochastic Gradient Boosting;
Customer Relationship Management;
Consumer Behavior;
Profit
Lemmens, Aurelie, and Sunil Gupta. "Managing Churn to Maximize Profits." Marketing Science 39, no. 5 (September–October 2020): 956–973.
- 2008
- Working Paper
Where Does It Go? Spending by the Financially Constrained
By: Shawn A. Cole, John Thompson and Peter Tufano
In this paper, we analyze the spending decisions of over 1.5 million Americans who vary in their degree of revealed credit constraints. Specifically, we analyze how these Americans spend their income tax refunds, using transaction-level data from a stored-value card...
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Keywords:
Decision Choices and Conditions;
Credit;
Personal Finance;
Spending;
Taxation;
Consumer Behavior;
United States
Cole, Shawn A., John Thompson, and Peter Tufano. "Where Does It Go? Spending by the Financially Constrained." Harvard Business School Working Paper, No. 08-083, March 2008. (Revised April 2008.)
- January 2024 (Revised February 2024)
- Exercise
Travelogo: Understanding Customer Journeys
By: Eva Ascarza, Nicolas Padilla and Oded Netzer
In late May 2023, Sarah Merino, the newly appointed manager of the Customer Insights group at Travelogo—an online travel booking platform—initiates a comprehensive analysis of clickstream data to understand the varied behaviors and needs of their users. In preparation...
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Keywords:
Customer Relationship Management;
Analysis;
Analytics and Data Science;
Marketing Strategy;
Segmentation;
Consumer Behavior;
Travel Industry;
United States
Ascarza, Eva, Nicolas Padilla, and Oded Netzer. "Travelogo: Understanding Customer Journeys." Harvard Business School Exercise 524-044, January 2024. (Revised February 2024.)
- 19 May 2011
- Research & Ideas
Empathy: The Brand Equity of Retail
Harvard Business School, professor Ananth Raman discussed the importance of empathy in customer-facing business. "As we're talking about things like retail efficiency and profitability, this is a topic that I think needs more attention,"...
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- February 2018 (Revised December 2019)
- Case
Rise of the Drones: Identified Technologies
By: Andy Wu and George Gonzalez
The founder and CEO of Identified Technologies, a Pittsburgh-based drone software and services company, faces a dilemma when San Francisco–based DroneDeploy begins to disrupt the industry with its drone software platform. Identified Technologies needs to consider...
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Keywords:
Applications and Software;
Digital Platforms;
Disruption;
Network Effects;
Computer Industry;
Web Services Industry;
Pittsburgh;
San Francisco
Wu, Andy, and George Gonzalez. "Rise of the Drones: Identified Technologies." Harvard Business School Case 718-482, February 2018. (Revised December 2019.)
- Forthcoming
- Article
Doing More with Less: Overcoming Ineffective Long-Term Targeting Using Short-Term Signals
By: Ta-Wei Huang and Eva Ascarza
Firms are increasingly interested in developing targeted interventions for customers with the best response,
which requires identifying differences in customer sensitivity, typically through the conditional average treatment
effect (CATE) estimation. In theory, to...
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Keywords:
Long-run Targeting;
Heterogeneous Treatment Effect;
Statistical Surrogacy;
Customer Churn;
Field Experiments;
Consumer Behavior;
Customer Focus and Relationships;
AI and Machine Learning;
Marketing Strategy
Huang, Ta-Wei, and Eva Ascarza. "Doing More with Less: Overcoming Ineffective Long-Term Targeting Using Short-Term Signals." Marketing Science (forthcoming). (Pre-published online March 6, 2024.)
- 06 Mar 2017
- Research & Ideas
Why Comparing Apples to Apples Online Leads To More Fruitful Sales
assistant professor in the Marketing Unit at Harvard Business School and an affiliate of Harvard’s Center for Brain Sciences, who studies the neural and psychological factors that underlie View Details
- July 2004 (Revised December 2004)
- Case
RelayHealth
By: Joseph B. Lassiter III and Elizabeth Kind
RelayHealth provides secure, online communications for doctors, patients, and health plans. The company's services include online consultations, prescription renewals, and appointment scheduling. RelayHealth's business model derives subscription revenue from doctors...
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Keywords:
Communication Technology;
Internet and the Web;
Consumer Behavior;
Entrepreneurship;
Health Care and Treatment;
Growth and Development Strategy;
Health Industry;
Telecommunications Industry
Lassiter, Joseph B., III, and Elizabeth Kind. "RelayHealth." Harvard Business School Case 805-021, July 2004. (Revised December 2004.)
- 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...
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Keywords:
CRM;
Retailing;
Marketing;
Consumer Behavior;
Customer Relationship Management;
Customer Focus and Relationships;
Customer Satisfaction;
Marketing Strategy;
Brands and Branding;
Retail Industry;
United States
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.)
- March 2010 (Revised November 2010)
- Case
Pandora Radio: Fire Unprofitable Customers?
By: Willy C. Shih and Halle Alicia Tecco
Pandora Radio is at a crossroads. Founder Tim Westergren has just been told by a well known VC to get rid of his unprofitable customers in order to get his costs down, but Westergren is not sure that such actions are consistent with his company's business model....
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Keywords:
Business Model;
Customer Satisfaction;
Music Entertainment;
Venture Capital;
Profit;
Growth and Development Strategy;
Consumer Behavior;
Internet;
Media and Broadcasting Industry
Shih, Willy C., and Halle Alicia Tecco. "Pandora Radio: Fire Unprofitable Customers?" Harvard Business School Case 610-077, March 2010. (Revised November 2010.)
- 01 Oct 1997
- News
High Fives
Marilyn Goldstein Fedak Chief Investment Officer Sanford C. Bernstein & Co., Inc. New York, New York In 1993, Marilyn Fedak was named chief investment officer, chairman of the U.S. Equity Investment Policy Group, and a member of the board...
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- August 2019 (Revised February 2020)
- Teaching Note
Sidewalk Labs: Privacy in a City Built from the Internet Up
By: Leslie John and Mitch Weiss
Email mking@hbs.edu for a courtesy copy.
The case serves as a microcosm of issues of digital privacy: the availability of data – personal data in particular – has tremendous potential to improve people’s lives... View Details
The case serves as a microcosm of issues of digital privacy: the availability of data – personal data in particular – has tremendous potential to improve people’s lives... View Details
Keywords:
Privacy;
Privacy By Design;
Privacy Regulation;
Platforms;
Data;
Data Security;
Behavioral Science;
Analytics and Data Science;
Safety;
Entrepreneurship;
Business and Government Relations;
Consumer Behavior;
Digital Platforms
John, Leslie, and Mitch Weiss. "Sidewalk Labs: Privacy in a City Built from the Internet Up." Harvard Business School Teaching Note 820-023, August 2019. (Revised February 2020.) (Email mking@hbs.edu for a courtesy copy.)