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- Faculty Publications (72)
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- All HBS Web (201)
- Faculty Publications (72)
- January 2021 (Revised March 2021)
- Exercise
E-Commerce Analytics for CPG Firms (C): Free Delivery Terms
By: Ayelet Israeli and Fedor (Ted) Lisitsyn
The E-Commerce Analytics group at the traditional CPG firm was in charge of compiling various online sales reports, as well as making data-driven recommendations for sales and marketing tactics. In a series of exercises, students address different data challenges for... View Details
Keywords: Data; Data Analysis; Data Analytics; Data Sharing; CPG; Consumer Packaged Goods (CPG); Delivery Planning; Customer Lifetime Value; Online Channel; Retail; Retail Analytics; Retailing Industry; Ecommerce; Grocery; Grocery Delivery; Margins; Analytics and Data Science; Retention; E-commerce; Retail Industry; Consumer Products Industry; United States
Israeli, Ayelet, and Fedor (Ted) Lisitsyn. "E-Commerce Analytics for CPG Firms (C): Free Delivery Terms." Harvard Business School Exercise 521-080, January 2021. (Revised March 2021.)
- April 2020 (Revised June 2022)
- Technical Note
Quantitative Analysis in Marketing
By: Sunil Gupta
Marketing is a combination of art and science that requires both qualitative and quantitative analysis to arrive at effective decisions. This note highlights how quantitative analysis can help in the following marketing decisions: estimating market size, determining... View Details
Gupta, Sunil. "Quantitative Analysis in Marketing." Harvard Business School Technical Note 520-091, April 2020. (Revised June 2022.)
- May 2009
- Article
Customer-Based Valuation
By: Sunil Gupta
Customer lifetime value (CLV) has emerged as an important metric to manage and grow customers. Marketing scholars have written many books and articles on this topic. However, most of this research has focused on tactical marketing decisions. While this is important, it... View Details
Gupta, Sunil. "Customer-Based Valuation." Journal of Interactive Marketing 23, no. 2 (May 2009): 169–178.
- June 2000 (Revised January 2003)
- Case
Nissan Motor Company
By: Thomas R. Piper and Jeremy Cott
Senior executives of Nissan and Renault are considering a major investment in Nissan by Renault. An important consideration is whether a major restructuring of Nissan's operations will be possible, given the value placed on lifetime employment and the impact on... View Details
Piper, Thomas R., and Jeremy Cott. "Nissan Motor Company." Harvard Business School Case 200-067, June 2000. (Revised January 2003.)
- 16 Aug 2010
- Lessons from the Classroom
HBS Introduces Marketing Analysis Tools for Managers
Lifetime Value Analysis" toolkit complements the "HubSpot: Inbound Marketing and Web 2.0" case, which introduces the concept of calculating the value that a... View Details
Keywords: by Sarah Jane Gilbert
- 2008
- Book
Ownership Quotient: Putting the Service Profit Chain to Work for Unbeatable Competitive Advantage
By: James L. Heskett, W. Earl Sasser Jr. and Joe Wheeler
Hundreds of large organizations worldwide have used the groundbreaking Service Profit Chain to improve business performance. Now The Ownership Quotient reveals the next generation of the chain: customer and employee "owners" of your business. Employee-owners exhibit... View Details
Keywords: Customer Satisfaction; Organizational Change and Adaptation; Customer Ownership; Employee Ownership; Competitive Advantage; Value Creation
Heskett, James L., W. Earl Sasser Jr., and Joe Wheeler. Ownership Quotient: Putting the Service Profit Chain to Work for Unbeatable Competitive Advantage. Harvard Business Press, 2008.
- July 2005 (Revised March 2007)
- Case
Kansai Digital Phone: Zutto, Gaining Japanese Loyalty
By: Francisco de Asis Martinez-Jerez and James Robert Dillon
Ted Katagi, marketing strategy manager of Kansai Digital Phone (KDP), utilizes customer lifetime value as a key metric to prioritize initiatives in an emergency plan to turn around the company. KDP is a regional phone company in Japan with less than stellar... View Details
Keywords: Customer Relationship Management; Customer Value and Value Chain; Customer Satisfaction; Telecommunications Industry; Electronics Industry; Japan; United States
Martinez-Jerez, Francisco de Asis, and James Robert Dillon. "Kansai Digital Phone: Zutto, Gaining Japanese Loyalty." Harvard Business School Case 106-006, July 2005. (Revised March 2007.)
- 21 Apr 2008
- Research & Ideas
The New Math of Customer Relationships
called Diamonds and Seven Stars. They have the highest lifetime value to the organization and, in addition, exhibit a much higher willingness than other guests to help Harrah's improve its business.... View Details
Keywords: by Sean Silverthorne
- February 2003 (Revised March 2007)
- Case
Internet Customer Acquisition Strategy at Bankinter
By: Francisco de Asis Martinez-Jerez, V.G. Narayanan and Lisa Brem
Bankinter, a relatively small Spanish bank, has a large presence as an Internet financial services provider. Leading the way to profitability through the Internet will give Bankinter a major competitive advantage over the larger, more established Spanish banks. Ann... View Details
Keywords: Customer Relationship Management; Internet and the Web; Activity Based Costing and Management; Customer Value and Value Chain; Banks and Banking; Banking Industry; Spain
Martinez-Jerez, Francisco de Asis, V.G. Narayanan, and Lisa Brem. "Internet Customer Acquisition Strategy at Bankinter." Harvard Business School Case 103-021, February 2003. (Revised March 2007.)
- September 2022
- Background Note
On CUE: The Quest for Optimal Customer Unit Economics
By: Elie Ofek, Barak Libai and Eitan Muller
Startups are often evaluated by how well they perform on unit economics, defined as the ratio of a customer’s lifetime value (LTV) to acquisition costs (CAC). A common target for unit economics, advocated by many VCs and analysts, is 3:1 (i.e., LTV/CAC=3). While there... View Details
Keywords: Unit Economics; Business Startups; Performance Evaluation; Customer Value and Value Chain; Customer Relationship Management; Analysis
Ofek, Elie, Barak Libai, and Eitan Muller. "On CUE: The Quest for Optimal Customer Unit Economics." Harvard Business School Background Note 523-050, September 2022.
- May 2007 (Revised January 2011)
- Case
Bankinter: Deploying the Mortgage Simulator to the Branches
Describes how Bankinter, a mid-sized Spanish bank, altered the information set available to its customer-facing employees. In the spring of 2003, Bankinter introduced an Excel-based program called the Mortgage Simulator that helped branch managers calculate the price... View Details
Keywords: Customer Focus and Relationships; Customer Value and Value Chain; Banks and Banking; Mortgages; Employees; Motivation and Incentives; Spain
Martinez-Jerez, Francisco de Asis, and Katherine Miller. "Bankinter: Deploying the Mortgage Simulator to the Branches." Harvard Business School Case 107-070, May 2007. (Revised January 2011.)
- November 2007
- Article
A Model of Consumer Learning for Service Quality and Usage
By: Raghuram Iyengar, Asim Ansari and Sunil Gupta
In many services, e.g., the wireless service industry, consumers choose a service plan based on their expected consumption. In such situations, consumers experience two forms of uncertainty. First, consumers may be uncertain about the quality of their service provider... View Details
Keywords: Experience and Expertise; Customer Value and Value Chain; Learning; Price; Knowledge Use and Leverage; Marketing Strategy; Consumer Behavior; Service Delivery; Quality; Risk and Uncertainty; Service Industry
Iyengar, Raghuram, Asim Ansari, and Sunil Gupta. "A Model of Consumer Learning for Service Quality and Usage." Journal of Marketing Research (JMR) 44, no. 4 (November 2007): 529–544.
- March 2018
- Teaching Note
Augmedix
By: Frank V. Cespedes
Teaching Note for HBS No. 817-048. Augmedix provides a service that live-streams video of patient appointments to a remote scribe, freeing up significant physician time from electronic medical record data-entry tasks. The venture is confronting decisions in areas such... View Details
- 19 Dec 2006
- First Look
First Look: December 19, 2006
recent proliferation of work regarding customer lifetime value. However, extant research in this area is silent regarding how to assess the profitability of customers in a networked setting. In such settings, the presence of one type of... View Details
Keywords: Sean Silverthorne
- 2017
- Working Paper
Self-Employment Dynamics and the Returns to Entrepreneurship
By: Eleanor W. Dillon and Christopher T. Stanton
Small business owners and others in self-employment have the option to transition to paid work. If there is initial uncertainty about entrepreneurial earnings, this option increases the expected lifetime value of self-employment relative to pay in a single year. This... View Details
Keywords: Self-employed; Small Business; Business Earnings; Entrepreneurship; Ownership; Compensation and Benefits
Dillon, Eleanor W., and Christopher T. Stanton. "Self-Employment Dynamics and the Returns to Entrepreneurship." Harvard Business School Working Paper, No. 17-022, September 2016. (Revised March 2018.)
- Teaching Interest
Overview
Launching Technology Ventures
Launching Technology Ventures (LTV) is designed for students who are actively working on their own startups or who will work at early-stage startups. The course material is, in particular, focused on new businesses in the... View Details
- June 2020
- Background Note
Customer Management Dynamics and Cohort Analysis
By: Elie Ofek, Barak Libai and Eitan Muller
The digital revolution has allowed companies to amass considerable amounts of data on their customers. Using this information to generate actionable insights is fast becoming a critical skill that firms must master if they wish to effectively compete and win in today’s... View Details
Keywords: Cohort Analysis; Customers; Analytics and Data Science; Segmentation; Analysis; Customer Value and Value Chain
Ofek, Elie, Barak Libai, and Eitan Muller. "Customer Management Dynamics and Cohort Analysis." Harvard Business School Background Note 520-122, June 2020.
- 2020
- Working Paper
Determinants of Early-Stage Startup Performance: Survey Results
To explore determinants of new venture performance, the CEOs of 470 early-stage startups were surveyed regarding a broad range of factors related to their venture’s customer value proposition, product management, marketing, technology and operations, financial... View Details
Keywords: Startups; Survey Research; Performance Analysis; Entrepreneurship; Performance; Analysis; Business Startups; Failure; Surveys
Eisenmann, Thomas R. "Determinants of Early-Stage Startup Performance: Survey Results." Harvard Business School Working Paper, No. 21-057, October 2020.
- 2021
- Other Unpublished Work
Computer-Implemented Methods and Systems for Measuring, Estimating, and Managing Economic Outcomes and Technical Debt in Software Systems and Projects: US Patent 11,126,427 B2
By: Daniel J. Sturtevant, Carliss Baldwin, Alan MacCormack, Sunny Ahn and Sean Gilliland
An interrelated set of tools and methods is disclosed for: (1) measuring the relationship between software source code attributes (such as code quality, design quality, test quality, and complexity metrics) and software economics outcome metrics (such as... View Details
Sturtevant, Daniel J., Carliss Baldwin, Alan MacCormack, Sunny Ahn, and Sean Gilliland. "Computer-Implemented Methods and Systems for Measuring, Estimating, and Managing Economic Outcomes and Technical Debt in Software Systems and Projects: US Patent 11,126,427 B2." Cambridge, MA, September 2021.