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  • April 2006
  • Background Note

Informing Service Management with Customer Data

By: Frances X. Frei and Dennis Campbell
Taught as the third module in a Harvard Business School course on Managing Service Operations. Explores the role of data analysis in ongoing service management. Describes how to realize the maximum amount of value from analyses and use this information in... View Details
Keywords: Decision Making; Design; Analytics and Data Science; Service Operations; Mathematical Methods; Value
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Frei, Frances X., and Dennis Campbell. "Informing Service Management with Customer Data." Harvard Business School Background Note 606-097, April 2006.
  • 01 Mar 2004
  • What Do You Think?

Are Customer Loyalty Initiatives Worth the Investment?

customer loyalty management initiative, in and of itself, will overcome basic shortfalls in product/service delivering in a competitive situation." Robin Clark pointed out that: "Neither view is completely right or wrong. I... View Details
Keywords: by James Heskett
  • 18 Nov 2009
  • HBS Case

Customer Feedback Not on elBulli’s Menu

He's been called "the Salvador Dalí of the kitchen" for creations ranging from beetroot and yogurt ice-cream lollipops to a deconstructed Spanish omelet served in a parfait glass. Each year, some 2 million hopeful diners vie to be one of the fifty View Details
Keywords: by Julia Hanna; Food & Beverage
  • July 2023
  • Article

Design and Analysis of Switchback Experiments

By: Iavor I Bojinov, David Simchi-Levi and Jinglong Zhao
In switchback experiments, a firm sequentially exposes an experimental unit to a random treatment, measures its response, and repeats the procedure for several periods to determine which treatment leads to the best outcome. Although practitioners have widely adopted... View Details
Keywords: Switchback Experiments; Design; Analysis; Mathematical Methods
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Bojinov, Iavor I., David Simchi-Levi, and Jinglong Zhao. "Design and Analysis of Switchback Experiments." Management Science 69, no. 7 (July 2023): 3759–3777.
  • June 2016
  • Teaching Note

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... View Details
Keywords: CRM; Customer Profitability Analysis; Customer Lifetime Value; Consumer Behavior; Marketing; Marketing Strategy; Customer Focus and Relationships; Brands and Branding; Customer Relationship Management; Retail Industry; United States
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Avery, Jill, and Susan Fournier. "Filene's Basement: Inside a Fired Customer's Relationship." Harvard Business School Teaching Note 316-184, June 2016.
  • 22 Aug 2005
  • Research & Ideas

The Hard Work of Failure Analysis

thereby rescuing a drug that the organization was ready to discard.5 Failure analysis can reach beyond the company walls to include customers. Systematic analysis of small failures in the form of View Details
Keywords: by Amy Edmondson & Mark D. Cannon
  • April 1995 (Revised April 1995)
  • Case

Pillsbury: Customer Driven Reengineering

By: Robert S. Kaplan
Pillsbury is transforming itself from an integrated producer of flour and bakery products to a value-added supplier of premium branded products. After initial successes applying activity-based costing to manufacturing operations, two senior executives decide to... View Details
Keywords: Organizational Change and Adaptation; Production; Cost Management; Activity Based Costing and Management; Customer Value and Value Chain; Food and Beverage Industry
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Kaplan, Robert S. "Pillsbury: Customer Driven Reengineering." Harvard Business School Case 195-144, April 1995. (Revised April 1995.)
  • October 1994 (Revised November 1994)
  • Case

British Airways: Using Information Systems to Better Serve the Customer

By: W. Earl Sasser and Norman Klein
Explores the uses of scanning technology, interactive software, and powerful data bases to assist customer relations representatives in resolving customer complaints. Competitive alliances in international markets are noted, but the focus is on the evolving commitment... View Details
Keywords: Debates; Customer Focus and Relationships; Globalized Markets and Industries; Service Delivery; Alliances; Information Technology; Aerospace Industry
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Sasser, W. Earl, and Norman Klein. "British Airways: Using Information Systems to Better Serve the Customer." Harvard Business School Case 395-065, October 1994. (Revised November 1994.)
  • 2020
  • Working Paper

Design and Analysis of Switchback Experiments

By: Iavor I Bojinov, David Simchi-Levi and Jinglong Zhao
In switchback experiments, a firm sequentially exposes an experimental unit to a random treatment, measures its response, and repeats the procedure for several periods to determine which treatment leads to the best outcome. Although practitioners have widely adopted... View Details
Keywords: Switchback Experiments; Design; Analysis; Mathematical Methods
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Bojinov, Iavor I., David Simchi-Levi, and Jinglong Zhao. "Design and Analysis of Switchback Experiments." Harvard Business School Working Paper, No. 21-034, September 2020.
  • 24 Feb 2014
  • Research & Ideas

Busting Six Myths About Customer Loyalty Programs

Airlines, casinos, and hotels can offer significant rewards to their loyal customers because they often operate with substantial overcapacity. Rewards based on this overcapacity, such as air miles or stays... View Details
Keywords: by Marcel Corstjens & Rajiv Lal; Retail; Consumer Products
  • 2017
  • Mimeo

Science for Society: Science and Technology Based Social Entrepreneurship

By: Tarun Khanna, Shashank Shah and Kundan Madireddy
This publication is an outcome of the team's research, engagement and interactions with over 25 science and technology-based social enterprises in India. It provides details on the research process, insightful outcomes and innovative impact.
Throughout the... View Details
Keywords: Social Entrepreneurship; Science-Based Business; Information Technology; Business and Community Relations; India
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Khanna, Tarun, Shashank Shah, and Kundan Madireddy. "Science for Society: Science and Technology Based Social Entrepreneurship." Harvard University South Asia Institute, 2017. Mimeo. (This publication is an outcome of a grant from the Tata Trusts.)
  • Fall 2016
  • Article

How Do Customers Respond to Increased Service Quality Competition?

By: Ryan W. Buell, Dennis Campbell and Frances X. Frei
When does increased service quality competition lead to customer defection, and which customers are most likely to defect? Our empirical analysis of 82,235 customers exploits the varying competitive dynamics in 644 geographically isolated markets in which a nationwide... View Details
Keywords: Service Quality Competition; Retail Banks; Empirical Operations; Retention; Service Operations; Quality; Competition; Banking Industry; United States
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Buell, Ryan W., Dennis Campbell, and Frances X. Frei. "How Do Customers Respond to Increased Service Quality Competition?" Manufacturing & Service Operations Management 18, no. 4 (Fall 2016): 585–607.
  • 2014
  • Working Paper

Bio-Piracy or Prospering Together? Fuzzy Set and Qualitative Analysis of Herbal Patenting by Firms

By: Prithwiraj Choudhury and Tarun Khanna
Since the 1990s, several Western firms have filed patents based on medicinal herbs from emerging markets, evoking protests from local stakeholders against 'bio-piracy'. We explore conditions under which firms and local stakeholders share rents from such patents. Our... View Details
Keywords: Rents From New Technology; Local Stakeholders; Herbal Patents; QCA; Fuzzy Set Analysis; Qualitative Case Studies; Plant-Based Agribusiness; Patents; Emerging Markets; Health Care and Treatment; Business and Stakeholder Relations; Cross-Cultural and Cross-Border Issues; Agriculture and Agribusiness Industry; Pharmaceutical Industry
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Choudhury, Prithwiraj, and Tarun Khanna. "Bio-Piracy or Prospering Together? Fuzzy Set and Qualitative Analysis of Herbal Patenting by Firms." Harvard Business School Working Paper, No. 14-081, February 2014.
  • September 2010
  • Supplement

Using Regression Analysis to Estimate Time Equations (CW)

By: Francisco de Asis Martinez-Jerez
This note presents a simple way to estimate time equations using regression analysis in Excel. The note quickly outlines regression analysis, then presents a real-life case example from the natural gas industry that students can use to gain experience developing and... View Details
Keywords: History; Management Practices and Processes; Activity Based Costing and Management; Learning; Outcome or Result; Financial Statements; Experience and Expertise; Adoption; Communication Technology; Knowledge Acquisition; Management Skills
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Martinez-Jerez, Francisco de Asis. "Using Regression Analysis to Estimate Time Equations (CW)." Harvard Business School Spreadsheet Supplement 111-702, September 2010.
  • April 1997
  • Background Note

Using ABC to Manage Customer Mix and Relationships

By: Robert S. Kaplan
Describes applying activity-based costing to manage customer relationships. Links cost-to-serve to net margins earned with individual customers. View Details
Keywords: Customer Relationship Management; Activity Based Costing and Management
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Kaplan, Robert S. "Using ABC to Manage Customer Mix and Relationships." Harvard Business School Background Note 197-094, April 1997.
  • May 2024
  • Background Note

Net Revenue Retention: Unpacking the Dynamics of Customer Monetization

By: Elie Ofek, Barak Libai and Eitan Muller
Firms and investors alike are beginning to recognize the importance of tracking how revenues from existing customers are evolving over time and to appreciate the value in understanding what might explain changes in these revenues. Consequently, in addition to looking... View Details
Keywords: Customer Relationship Management; Revenue; Measurement and Metrics; Customer Value and Value Chain
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Ofek, Elie, Barak Libai, and Eitan Muller. "Net Revenue Retention: Unpacking the Dynamics of Customer Monetization." Harvard Business School Background Note 524-092, May 2024.
  • 06 Jul 2020
  • Research & Ideas

The Right Way to Manage Customer Churn for Maximum Profit

they spend any more money or do any additional work. The only thing we are suggesting is that they change their algorithm.” About the Author Michael Blanding is a writer based in Boston. [Image: RyanJLane ] Related Reading The Profit... View Details
Keywords: by Michael Blanding; Retail; Service; Financial Services
  • July 2008
  • Case

Hilton Hotels: Brand Differentiation through Customer Relationship Management

By: Lynda M. Applegate, Gabriele Piccoli and Chekitan Dev
This case analyzes the Hilton Hotels Corporation's CRM strategy at a key juncture in its history, immediately after the firm has been taken private by Blackstone. The case provides students with a comprehensive history of the evolution and IT enablers of Hilton's CRM... View Details
Keywords: Customer Relationship Management; Marketing Strategy; Privatization; Performance Evaluation; Information Technology; Accommodations Industry
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Applegate, Lynda M., Gabriele Piccoli, and Chekitan Dev. "Hilton Hotels: Brand Differentiation through Customer Relationship Management." Harvard Business School Case 809-029, July 2008.
  • 17 Sep 2001
  • Research & Ideas

Let Customers Call the Shots

technologies could be used to create a captive one-to-one relationship between firms and consumers, so that customers could literally be viewed as assets. We should start to realize that things are not that simple. Ultimately, a... View Details
Keywords: by Martha Lagace
  • 09 Dec 2019
  • Research & Ideas

Identify Great Customers from Their First Purchase

about which customers will respond well to marketing emails. Based on the researchers’ analysis, the beauty retailer’s email marketing campaign would have been 39.7 percent more effective if it had targeted... View Details
Keywords: by Kristen Senz; Retail; Service
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