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(2,512)
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Show Results For
-
All HBS Web
(2,512)
- News (486)
- Research (1,695)
- Events (9)
- Multimedia (2)
- Faculty Publications (768)
- 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...
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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.)
- Research Summary
Customer Intelligence
- Data and Reality Mining for Business Applications
- Business Value of Social Networks
- Customer Behavior Patterns
- Analitical Customer Relationship Management
- March 13, 2023
- Article
Sales Teams Need to Stop Focusing on the Customer Funnel
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...
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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).
- May–June 2023
- Article
Need for Speed: The Impact of In-Process Delays on Customer Behavior in Online Retail
By: Santiago Gallino, Nil Karacaoglu and Antonio Moreno
The impact of delays has been widely studied in various offline services. The focus of this study is online services, and we explore the impact of in-process delays—measured by website speed—on customer behavior. We leverage novel retail and website speed data to...
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Keywords:
Online Retail;
Quasi-experiments;
Abandonment;
Synthetic Control;
E-commerce;
Internet and the Web;
Consumer Behavior;
Policy;
Retail Industry
Gallino, Santiago, Nil Karacaoglu, and Antonio Moreno. "Need for Speed: The Impact of In-Process Delays on Customer Behavior in Online Retail." Operations Research 71, no. 3 (May–June 2023): 876–894.
- March 1996
- Article
Customer Power, Strategic Investment, and the Failure of Leading Firms
By: J. L. Bower and C. M. Christensen
Bower, J. L., and C. M. Christensen. "Customer Power, Strategic Investment, and the Failure of Leading Firms." Strategic Management Journal 17, no. 3 (March 1996): 197–218.
- February 2015 (Revised September 2016)
- Teaching Note
Making stickK Stick: The Business of Behavioral Economics
By: Leslie K. John and Michael Norton
Email mking@hbs.edu for a courtesy copy.
This Teaching Note explains the theory of the case and teaching plan for the case: Making sticK Stick: The Business of Behavioral Economics (514019). The case focuses on a... View Details
This Teaching Note explains the theory of the case and teaching plan for the case: Making sticK Stick: The Business of Behavioral Economics (514019). The case focuses on a... View Details
Keywords:
Behavioral Economics;
Behavior Change;
B2B Vs. B2C;
Human Resource Management;
Marketing Of Innovations;
Health & Wellness;
Weight Loss;
Charitable Giving;
Marketing;
Consumer Behavior;
Entrepreneurship;
Internet and the Web;
Health;
Business Model;
Sales;
Human Resources;
Health Industry;
United States
John, Leslie K., and Michael Norton. "Making stickK Stick: The Business of Behavioral Economics." Harvard Business School Teaching Note 515-088, February 2015. (Revised September 2016.) (Email mking@hbs.edu for a courtesy copy.)
- Article
The Cost Structure, Customer Profitability, and Retention Implications of Self-Service Distribution Channels: Evidence from Customer Behavior in an Online Banking Channel
By: Dennis Campbell and Frances X. Frei
This paper uses the context of online banking to investigate the consequences of employing self-service distribution channels to alter customer interactions with the firm. Using a sample of retail banking customers observed over a 30-month period at a large U.S. bank,...
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Keywords:
Cost;
Service Operations;
Distribution Channels;
Consumer Behavior;
Internet and the Web;
Banks and Banking;
Technology Adoption;
Service Delivery;
Market Transactions;
Market Participation;
Profit;
Retail Industry;
Banking Industry;
United States
Campbell, Dennis, and Frances X. Frei. "The Cost Structure, Customer Profitability, and Retention Implications of Self-Service Distribution Channels: Evidence from Customer Behavior in an Online Banking Channel." Management Science 56, no. 1 (January 2010): 4–24. (Lead Article.)
- June 29, 2022
- Other Article
Strategic Complexity? Using Experiments to Understand and Overcome Obfuscation
By: Michael Luca, Ginger Zhe Jin and Daniel Martin
Credit card companies must decide what product features to disclose to consumers, such as payment schedules, penalties, and fees--and also whether to present them clearly or bury them in the fine print. Firms face similar choices in settings ranging from privacy...
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Keywords:
Obfuscation;
Credit Cards;
Strategic Incentives;
Complexity;
Agreements and Arrangements;
Customers;
Consumer Behavior;
Financial Services Industry
Luca, Michael, Ginger Zhe Jin, and Daniel Martin. "Strategic Complexity? Using Experiments to Understand and Overcome Obfuscation." Management Science Review (June 29, 2022). (Summary of "Complex Disclosure," Management Science, May 2022.)
- March 2021 (Revised September 2021)
- Case
Applied: Using Behavioral Science to Debias Hiring
By: Ashley Whillans and Jeff Polzer
The UK government’s Behavioural Insights Team (BIT) needed to hire a new associate and were trying to increase the diversity of their job candidates. This decision was based on academic research showing that recruiters and managers often fell into common traps like...
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Keywords:
Hiring;
Bias;
Behavioral Science;
Selection and Staffing;
Diversity;
Prejudice and Bias;
Information Technology;
Recruitment
Whillans, Ashley, and Jeff Polzer. "Applied: Using Behavioral Science to Debias Hiring." Harvard Business School Case 921-046, March 2021. (Revised September 2021.) (https://www.beapplied.com/.)
- Article
Beyond the Carrot and the Stick: New Alternatives for Influencing Customer Behavior
By: Frances X. Frei
Frei, Frances X. "Beyond the Carrot and the Stick: New Alternatives for Influencing Customer Behavior." Harvard Management Update 8, no. 3 (March 2003).
- April 2011
- Module Note
The Boundaries of Customer Information Systems: Limiting Management Awareness of Strategic Opportunities
By: Francisco de Asis Martinez-Jerez
Martinez-Jerez, Francisco de Asis. "The Boundaries of Customer Information Systems: Limiting Management Awareness of Strategic Opportunities." Harvard Business School Module Note 111-102, April 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...
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- 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...
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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.
- 1996
- Chapter
Adaptive Behavior and Strategic Rationality: Evidence from the Laboratory and the Field
By: A. E. Roth
Roth, A. E. "Adaptive Behavior and Strategic Rationality: Evidence from the Laboratory and the Field." In The Rational Foundations of Economic Behavior: Proceedings of the IEA Conference, edited by K. Arrow, E. Colombatto, M. Perlman, and C. Schmidt, 255–273. Macmillan Publishers, 1996.
- Aug 08 2019
- Brochure
Delivering Exceptional Customer Value
- 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.)
- Program
Behavioral Economics—Virtual
Summary What if you could predict how customers will respond to a product? Or how employees will decide to implement a new initiative? In Behavioral Economics—Virtual, you'll acquire a dynamic framework for...
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- Article
The Effects of Media Slant on Firm Behavior
By: Vishal P. Baloria and Jonas Heese
The media can impose reputational costs on firms because of its important role as an information intermediary and its ability to negatively slant coverage. We exploit a quasi-natural experiment that holds constant the information event across firms, but varies the...
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Keywords:
Media Slant;
Reputational Capital;
Strategic Corporate Decisions;
Media;
News;
Communication Strategy;
Reputation
Baloria, Vishal P., and Jonas Heese. "The Effects of Media Slant on Firm Behavior." Journal of Financial Economics 129, no. 1 (July 2018): 184–202.
- 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...
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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.
- 2017
- Working Paper
The Effects of Media Slant on Firm Behavior
By: Vishal P. Baloria and Jonas Heese
The media can impose reputational costs on firms because of its important role as an information intermediary and its ability to negatively slant coverage. We exploit a quasi-natural experiment that holds constant the information event across firms, but varies the...
View Details
Baloria, Vishal P., and Jonas Heese. "The Effects of Media Slant on Firm Behavior." Harvard Business School Working Paper, No. 18-015, August 2017.