Publications

Why are some firms better and faster than others at adapting their use of customer data to respond to changing or uncertain marketing conditions? A common thread across faster-acting firms is the use of AI models to predict outcomes at various stages of the customer... View Details

2023
Book

Beyond AI: ChatGPT, Web3, and the Business Landscape of Tomorrow

By: Ken Huang, Yang Wang, Feng Zhu, Xi Chen and Chunxiao Xing

This book explores the transformative potential of ChatGPT, Web3, and their impact on productivity and various industries. It delves into Generative AI (GenAI) and its representative platform ChatGPT, their synergy with Web3, and how they can revolutionize business... View Details

Keywords: Generative Ai; AI and Machine Learning; Ethics; Technology Adoption

15 Dec 2015
News

Don’t Turn Your Sales Team Loose Without a Strategy

April 2025
Case

Salesforce Agentforce: The Limitless Workforce

By: Suraj Srinivasan, Allison Ciechanover and George Gonzalez

In early 2025, Salesforce was a global leader in cloud-based enterprise software, best known for pioneering customer relationship management (CRM) delivered as a service. Over the past two decades, the company had expanded into marketing, customer service, analytics,... View Details

Keywords: Business Model; Customer Relationship Management; Price; AI and Machine Learning; Technology Adoption; Organizational Change and Adaptation; Sales; Business Strategy; Ethics; Product Launch; Technology Industry; United States

December 1999 (Revised November 2003)
Background Note

Pricing: A Value-Based Approach

By: Robert J. Dolan

Presents a framework for determining prices for products and services in concert with the value provided to customers. Discusses methodologies for estimating customer value. View Details

Keywords: Price; Customers

Jul 22 2016
Testimonial

Reaching the Next Stage of Your Career

October 2010
Supplement

Belco Global Foods: Spreadsheet Supplement (CW)

By: C. Fritz Foley and Matthew Johnson

This case introduces students to the fundamental issues that managers face when deciding what international trade finance terms to use when transacting with other firms. In late 2009, Pam Arnold, the Head of Global Credit at Belco Global Foods must decide which trade... View Details

Keywords: Customers; Decisions; Trade; Financial Strategy; Governance Compliance; Managerial Roles; Market Transactions

October 2024
Article

Canary Categories

By: Eric Anderson, Chaoqun Chen, Ayelet Israeli and Duncan Simester

Past customer spending in a category is generally a positive signal of future customer spending. We show that there exist “canary categories” for which the reverse is true. Purchases in these categories are a signal that customers are less likely to return to that... View Details

Keywords: Churn; Churn Management; Churn/retention; Assortment Planning; Retail; Retailing; Retailing Industry; Preference Heterogeneity; Assortment Optimization; Customers; Retention; Consumer Behavior; Forecasting and Prediction; Retail Industry

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April 2003 (Revised September 2005)
Case

Celebrity Cruises, Inc.: A Taste of Luxury

By: Frances X. Frei, Corey B. Hajim and Christian Hempell

Describes the complex operations of the cruise industry. Positioned between luxury cruise lines and mass market lines, Celebrity struggles to find ways to create customer loyalty and increase profitability. View Details

Keywords: Customer Satisfaction; Profit; Product Positioning; Operations; Luxury; Shipping Industry

September 2019
Supplement

Fred Reichheld - Creator of Net Promoter Score

By: Boris Groysberg

Video supplement for HBS Case Study "California Closets: Organizing the Customer Experience" product no. 419-004 View Details

05 Dec 2023
Cold Call Podcast

Tommy Hilfiger’s Adaptive Clothing Line: Making Fashion Inclusive

Keywords: Fashion; Consumer Products; Apparel & Accessories; Retail

June 2017
Article

Creating Reciprocal Value Through Operational Transparency

By: Ryan W. Buell, Tami Kim and Chia-Jung Tsay

We investigate whether organizations can create value by introducing visual transparency between consumers and producers. Although operational transparency has been shown to improve consumer perceptions of service value, existing theory posits that increased contact... View Details

Keywords: Operational Transparency; Service Management; Production Management; Organizational Performance; Behavioral Operations; Service Operations; Service Delivery; Consumer Behavior; Labor; Organizational Design; Operations; Service Industry; United States; Kenya

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April 2011
Case

Porcini's Pronto: "Great Italian cuisine without the wait!"

By: James L. Heskett and Richard Luecke

Porcini's Inc. operates a chain of 23 full-service restaurants located near shopping malls and downtown areas in the northeastern United States. Known for providing excellent service, Porcini's serves high-quality Italian cuisine made from fresh ingredients. Looking... View Details

January 2010 (Revised February 2010)
Case

IBM Retail Business Assessment at Dillard's, Inc.: Managing Staffing Levels to Improve Conversion

This case illustrates the challenges associated with matching staffing levels with variable workload in retail stores and highlights how decisions related to staffing and scheduling affect operational performance and the quality of labor at the stores. The case... View Details

Keywords: Customer Satisfaction; Employees; Market Transactions; Service Delivery; Service Operations; Performance Improvement; Retail Industry

10 May 2011
Working Paper Summaries

The Impact of Forward-Looking Metrics on Employee Decision Making

Keywords: by Pablo Casas-Arce, F. Asís Martínez-Jerez & V.G. Narayanan; Banking

Jacob M. Cook

Jacob Cook is a Lecturer in the Marketing Unit at Harvard Business School, where he teaches the EC course Digital Marketing & AI Workshop. His work focuses on how companies design and scale customer acquisition and retention strategies using digital marketing,... View Details

August 1995 (Revised January 2024)
Supplement

Health Stop (B): Starting Up

By: Regina E. Herzlinger

Describes the long waiting time experienced by customers in Health Stops and asks students to specify the changes in its business model which could help solve the problem. View Details

Keywords: Business Model; Customer Focus and Relationships; Customer Satisfaction; Health Industry; Retail Industry

10 Nov 2008
What Do You Think?

How Much Can You Ask of Your Customers?

Summing Up Is customer volunteerism combined with "ownership" a double-edged sword? It's seems okay to involve customers in providing ideas for new products and processes. Encourage them to refer... View Details

Keywords: by Jim Heskett

2022
Book

Win from Within: Build Organizational Culture for Competitive Advantage

By: James Heskett

There is significant evidence that an effective organizational culture provides a major competitive edge—higher levels of employee and customer engagement and loyalty translate into higher growth and profits. Many business leaders know this, yet few are doing much to... View Details

Keywords: Organizational Culture; Competitive Advantage; Organizational Change and Adaptation; Leadership

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