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Show Results For
- All HBS Web
(6,466)
- People (3)
- News (1,338)
- Research (4,138)
- Events (16)
- Multimedia (81)
- Faculty Publications (2,900)
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- 2023
- Working Paper
The Customer Journey as a Source of Information
By: Nicolas Padilla, Eva Ascarza and Oded Netzer
In the face of heightened data privacy concerns and diminishing third-party data access,
firms are placing increased emphasis on first-party data (1PD) for marketing decisions.
However, in environments with infrequent purchases, reliance on past purchases 1PD... View Details
Keywords: Customer Journey; Privacy; Consumer Behavior; Analytics and Data Science; AI and Machine Learning; Customer Focus and Relationships
Padilla, Nicolas, Eva Ascarza, and Oded Netzer. "The Customer Journey as a Source of Information." Harvard Business School Working Paper, No. 24-035, October 2023. (Revised October 2023.)
- March 13, 2023
- Article
Sales Teams Need to Stop Focusing on the Customer Funnel
By: Frank V. Cespedes
Understanding where customers are, how they navigate streams in your market, and how to interact with them in a given stream is now central to crafting a good customer experience, and that has implications. Among other things, companies need to shift from thinking... View Details
Keywords: Customer Experience; Customer Value and Value Chain; Customer Relationship Management; Consumer Behavior
Cespedes, Frank V. "Sales Teams Need to Stop Focusing on the Customer Funnel." Harvard Business Review (website) (March 13, 2023).
- Article
How B2B Companies Can Win Back Customers They've Lost
By: Frank V. Cespedes and León Poblete
Most research and training in sales focus on acquiring new customers. But winning back previous customers is increasingly important: mergers, choice in supply chains, and uncertainty about trade wars mean that B2B customers are constantly re-evaluating relationships... View Details
Cespedes, Frank V., and León Poblete. "How B2B Companies Can Win Back Customers They've Lost." Harvard Business Review (website) (June 3, 2019).
- 2013
- Tool
Harvard Business Review's Go to Market Tools: Customer Lifetime Value
By: Thomas Steenburgh and Jill Avery
How much are your customers worth? Has your marketing budget been slashed? Need to figure out the best place to invest your time and effort to reach your growth target? HBR's Go to Market Tool helps calculate your customer's lifetime value, allowing you to prioritize... View Details
Keywords: Quantitative Analysis; Tools; Customer Lifetime Value; Customer Defection; CRM; Customer Relationship Management; Marketing; Marketing Strategy; Customer Focus and Relationships
Steenburgh, Thomas, and Jill Avery. Harvard Business Review's Go to Market Tools: Customer Lifetime Value. Tool. Harvard Business Review Press, 2013. Electronic.
- Article
The Magic That Makes Customer Experiences Stick
By: Stefan Thomke
Why do some customer experiences have that magical "wow" factor, making them all destined for success, while others get few, if any, enthusiastic customer responses? How would we "design" a great customer experience? These are some of the questions that the article... View Details
Keywords: Customer Experience; Emotion; Innovation; Experimentation; Storytelling; Customer Satisfaction; Emotions; Design; Innovation and Invention
Thomke, Stefan. "The Magic That Makes Customer Experiences Stick." MIT Sloan Management Review 61, no. 1 (Fall 2019).
- September 2022
- Case
Pointillist: Building a Business in Customer Journey Analytics
By: David C. Edelman
Growth challenges in building a SAAS business using AI for Customer Experience analysis. View Details
Edelman, David C. "Pointillist: Building a Business in Customer Journey Analytics." Harvard Business School Case 523-026, September 2022.
- March 2003
- Background Note
Customer Migration and Customer Types
By: Das Narayandas
Describes the evolution of customer relationships using the price vs. cost-to-serve matrix. View Details
- July 2017
- Teaching Note
Designing Transformational Customer Experiences
By: Stefan Thomke
Keywords: Customer Experience; Design; Exercise; Learning By Doing; LEGO; Storytelling; Transformation
- March 2020
- Article
The Role of Numbers in the Customer Journey
By: Shelle Santana, Manoj Thomas and Vicki Morwitz
At each stage in customers’ journeys, they encounter different types of numeric information that they process using different judgment strategies. Relevant numbers might include budgets, price, product attributes, product counts, product ratings, numbers in brand... View Details
Keywords: Numbers; Heuristics; Numerical Cognition; Pricing; Customer Journey; Information; Consumer Behavior
Santana, Shelle, Manoj Thomas, and Vicki Morwitz. "The Role of Numbers in the Customer Journey." Journal of Retailing 96, no. 1 (March 2020): 138–154.
- March 2018
- Article
In Pursuit of Enhanced Customer Retention Management: Review, Key Issues, and Future Directions
By: Eva Ascarza, Scott A. Neslin, Oded Netzer, Zachery Anderson, Peter S. Fader, Sunil Gupta, Bruce Hardie, Aurelie Lemmens, Barak Libai, David T. Neal, Foster Provost and Rom Schrift
In today’s turbulent business environment, customer retention presents a significant challenge for many service companies. Academics have generated a large body of research that addresses part of that challenge—with a particular focus on predicting customer churn.... View Details
Ascarza, Eva, Scott A. Neslin, Oded Netzer, Zachery Anderson, Peter S. Fader, Sunil Gupta, Bruce Hardie, Aurelie Lemmens, Barak Libai, David T. Neal, Foster Provost, and Rom Schrift. "In Pursuit of Enhanced Customer Retention Management: Review, Key Issues, and Future Directions." Special Issue on 2016 Choice Symposium. Customer Needs and Solutions 5, nos. 1-2 (March 2018): 65–81.
- Research Summary
Customer Intelligence
- Data and Reality Mining for Business Applications
- Business Value of Social Networks
- Customer Behavior Patterns
- Analitical Customer Relationship Management
- 2012
- Module Note
Endeavouring Towards Customer Satisfaction: A Case Study of TVS Motor Company Ltd.
By: Shashank Shah and Shashank Shah
- November 2011
- Case
Comfort Class Transport: Does Customer Service Need an Overhaul?
By: Michael J Roberts and Paul E. Morrison
The general manager of a chauffeured limousine transport company is concerned about underperformance at the company's customer service call center. The eight-person call center handles almost all customer interaction including discussing company services with... View Details
Keywords: Capacity Utilization; Supply ＆ Demand; Operations Management; Customer Service; Management; Demand and Consumers; Service Operations; Order Taking and Fulfillment; Performance Capacity; Customer Satisfaction; Transportation Industry
Roberts, Michael J., and Paul E. Morrison. "Comfort Class Transport: Does Customer Service Need an Overhaul?" Harvard Business School Brief Case 114-374, November 2011.
- Research Summary
Understanding Customers
In conventional business case studies, protagonists almost never have the option of stepping back to seek a new understanding of the customer. But to be effective in practice, managers need both the self-assurance and ability to initiate and pursue, with rigor and... View Details
- August 2002
- Background Note
Customer Benefit Stack
By: Das Narayandas
Describes a process to understand customer benefits created in industrial markets using the metaphor of a customer benefit stack. View Details
- January–February 2018
- Article
Some Customers Would Rather Leave Without Saying Goodbye
By: Eva Ascarza, Oded Netzer and Bruce G.S. Hardie
We investigate the increasingly common business setting in which companies face the possibility of both observed and unobserved customer attrition (i.e., “overt” and “silent” churn) in the same pool of customers. This is the case for many online-based services where... View Details
Keywords: Churn; Retention; Attrition; Customer Base Analysis; Hidden Markov Models; Latent Variable Models; Customer Relationship Management; Consumer Behavior
Ascarza, Eva, Oded Netzer, and Bruce G.S. Hardie. "Some Customers Would Rather Leave Without Saying Goodbye." Marketing Science 37, no. 1 (January–February 2018): 54–77.
- June 2019
- Case
Airbnb, Etsy, Uber: Expanding from One to Many Millions of Customers
By: Thales S. Teixeira
By 2019, two-sided online platforms (or marketplaces) were among the highest-growing internet startups around. These marketplaces sought to match suppliers of assets for rent, physical products, or services with customers demanding them. Among the most notable... View Details
Keywords: Airbnb; Etsy; Uber; Growth Hacking; Two-Sided Markets; Digital Marketing; Customer Acquisition; Two-Sided Platforms; Growth Management; Marketing Strategy; Customers; Acquisition; Organizational Change and Adaptation
Teixeira, Thales S. "Airbnb, Etsy, Uber: Expanding from One to Many Millions of Customers." Harvard Business School Case 519-087, June 2019.
- Article
The Impact of Forward-Looking Metrics on Employee Decision-Making: The Case of Customer Lifetime Value
By: Pablo Casas-Arce, Asis Martinez Jerez and V.G. Narayanan
This paper analyzes the effects of forward-looking metrics on employee decision-making. We use data from a bank that started providing branch managers with the customer lifetime value (CLV)—an estimate of the future value of the customer relationship—of mortgage... View Details
Keywords: Customer Lifetime Value; Forward-looking Metrics; Employees; Decision Making; Information; Customer Value and Value Chain; Banks and Banking; Mortgages; Outcome or Result
Casas-Arce, Pablo, Asis Martinez Jerez, and V.G. Narayanan. "The Impact of Forward-Looking Metrics on Employee Decision-Making: The Case of Customer Lifetime Value." Accounting Review 92, no. 3 (May 2017): 31–56.
- December 2014 (Revised February 2023)
- Module Note
Legal Analysis: Customers
By: Lena G. Goldberg
This Note introduces the Module on Responsibilities to Customers taught in Leadership and Corporate Accountability, a required course in the Harvard Business School MBA program. The Note outlines the asymmetries inherent in the company-customer relationship and... View Details
Keywords: Customers; Corporate Accountability; Ethics; Legal Liability; Customer Relationship Management
Goldberg, Lena G. "Legal Analysis: Customers." Harvard Business School Module Note 315-062, December 2014. (Revised February 2023.)