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      • Faculty Publications  (56)

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      • February 2019 (Revised December 2019)
      • Case

      ThirdLove

      By: Jeffrey F. Rayport and Matthew G. Preble
      Keywords: Cohort Behavior; Customer Acquisition Cost (CAC); Lifetime Value (LTV)
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      Rayport, Jeffrey F., and Matthew G. Preble. "ThirdLove." Harvard Business School Case 819-061, February 2019. (Revised December 2019.)
      • January 2019 (Revised February 2024)
      • Teaching Note

      Hubble Contact Lenses: Data Driven Direct-to-Consumer Marketing

      By: Ayelet Israeli
      Teaching Note for HBS No. 519-011. As its Series A extension round approaches, the founders of Hubble, a subscription-based, social-media fueled, direct-to-consumer (DTC) brand of contact lenses, are reflecting on the marketing strategies that have taken them to a... View Details
      Keywords: DTC; Direct To Consumer Marketing; Health Care; Mobile; Attribution; Experimentation; Experiments; Churn/retention; Customer Lifetime Value; Internet Marketing; Big Data; Analytics; A/B Testing; CRM; Advertising; Marketing; Marketing Channels; Marketing Strategy; Media; Brands and Branding; Marketing Communications; Digital Marketing; Acquisition; Growth and Development Strategy; Customer Focus and Relationships; Consumer Behavior; Social Media; E-commerce
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      Israeli, Ayelet. "Hubble Contact Lenses: Data Driven Direct-to-Consumer Marketing." Harvard Business School Teaching Note 519-056, January 2019. (Revised February 2024.)
      • August 2018 (Revised February 2023)
      • Case

      Hubble Contact Lenses: Data Driven Direct-to-Consumer Marketing

      By: Jill Avery and Ayelet Israeli
      As its Series A extension round approaches, the founders of Hubble, a subscription-based, social-media fueled, direct-to-consumer (DTC) brand of contact lenses, are reflecting on the marketing strategies that have taken them to a valuation of $200 million and debating... View Details
      Keywords: DTC; Direct To Consumer Marketing; Health Care; Mobile; Attribution; Experimentation; Experiments; Churn/retention; Customer Lifetime Value; Internet Marketing; Big Data; Analytics; A/B Testing; CRM; Advertising; Marketing; Marketing Channels; Marketing Strategy; Media; Brands and Branding; Marketing Communications; Digital Marketing; Consumer Behavior; Acquisition; Growth and Development Strategy; Customer Focus and Relationships; Social Media; E-commerce; Analytics and Data Science; Health Industry; Consumer Products Industry; United States; North America; Europe
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      Avery, Jill, and Ayelet Israeli. "Hubble Contact Lenses: Data Driven Direct-to-Consumer Marketing." Harvard Business School Case 519-011, August 2018. (Revised February 2023.)
      • January 2018 (Revised January 2021)
      • Background Note

      Customer Lifetime Social Value (CLSV)

      By: Elie Ofek, Barak Libai and Eitan Muller
      One of the hallmarks of the digital revolution is the rise of the socially connected consumer. Concomitantly, the ability of companies to affect and measure the social interactions among customers has grown tremendously. Consequently, in assessing the full value of... View Details
      Keywords: Customer Lifetime Value; Customer Management; Social Contagion; Word Of Mouth; Customer Engagement; Customer Value and Value Chain; Measurement and Metrics; Customer Relationship Management
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      Ofek, Elie, Barak Libai, and Eitan Muller. "Customer Lifetime Social Value (CLSV)." Harvard Business School Background Note 518-077, January 2018. (Revised January 2021.)
      • 2018
      • Chapter

      Why Do So Many Chinese Students Come to the United States?

      By: William C. Kirby
      Many books offer information about China, but few make sense of what is truly at stake. The questions addressed in this unique volume provide a window onto the challenges China faces today and the uncertainties its meteoric ascent on the global horizon has provoked.... View Details
      Keywords: Asia; China; Emerging Country; Students; Education; Higher Education; Globalization; International Relations; History; Society; Education Industry; Asia; China; United States
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      Kirby, William C. "Why Do So Many Chinese Students Come to the United States?" Chap. 27 in The China Questions: Critical Insights into a Rising Power, edited by Jennifer Rudolph and Michael Szonyi, 219–230. Cambridge, MA: Harvard University Press, 2018.
      • 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
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      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.
      • 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
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      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.)
      • 2016
      • Book

      Innovation Equity: Assessing and Managing the Monetary Value of New Products and Services

      By: Elie Ofek, Eitan Muller and Barak Libai
      This book bridges the gap between what academics know, and what innovation stakeholders—from managers, to investors, to analysts, to consumers—need to know about how new products and services are expected to perform in the marketplace. The book develops a compelling... View Details
      Keywords: Innovation; Technology Diffusion; New Products; Customer Lifetime Value; Monetization Strategy; Social Influence; Innovation Adoption; Forecasting Demand; Commercialization; Marketing Strategy; Practice; Customer Value and Value Chain; Research; Innovation and Management; Technology Adoption; Forecasting and Prediction; Product Development
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      Ofek, Elie, Eitan Muller, and Barak Libai. Innovation Equity: Assessing and Managing the Monetary Value of New Products and Services. University of Chicago Press, 2016.
      • August 2016 (Revised August 2017)
      • Case

      AnswerDash (Abridged)

      By: Elie Ofek and Jeffrey D. Shulman
      It is 2014 and AnswerDash, a startup backed by venture capital, has not seen the widespread adoption of their online self-service customer support solution that they were expecting based on early success in helping clients save and generate substantial amounts of... View Details
      Keywords: Pricing; Economic Value Estimation; Price Metrics; Organizational Selling; Innovation Adoption; Business To Business; Marketing; Customer Lifetime Value; Venture Capital; Customer Relationship Management; Price; Marketing Strategy; Entrepreneurship; Technology Adoption; Business Startups; Sales; Innovation and Invention; Product Marketing; Financial Services Industry
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      Ofek, Elie, and Jeffrey D. Shulman. "AnswerDash (Abridged)." Harvard Business School Case 517-020, August 2016. (Revised August 2017.)
      • June 2016 (Revised August 2017)
      • Case

      AnswerDash

      By: Elie Ofek and Jeffrey D. Shulman
      It is 2014, and AnswerDash, a startup backed by venture capital, has not seen the widespread adoption of their online self-service customer support solution that they were expecting based on early success in helping clients save and generate substantial amounts of... View Details
      Keywords: Pricing; Economic Value Estimation; Price Metrics; Organizational Selling; Innovation Adoption; Business To Business; Marketing; Customer Lifetime Value; Venture Capital; Customer Relationship Management; Price; Marketing Strategy; Entrepreneurship; Technology Adoption; Business Startups; Sales; Innovation and Invention; Product Marketing; Financial Services Industry
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      Ofek, Elie, and Jeffrey D. Shulman. "AnswerDash." Harvard Business School Case 516-106, June 2016. (Revised August 2017.)
      • 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.
      • June 2016
      • Teaching Note

      HubSpot: Lower Churn through Greater CHI

      By: Jill Avery, Asis Martinez Jerez and Thomas Steenburgh
      HubSpot, a web marketing startup selling inbound marketing software to small- and medium-sized businesses, is under pressure from its venture capital partners to rapidly acquire new customers and to maintain a low level of customer churn. The B2B SaaS company is in the... View Details
      Keywords: CRM; Customer Acquisition; Customer Retention; Churn Management; SaaS Business Models; Customer Lifetime Value; Venture Capital; Startup; Software; Monitoring And Control; Marketing; Customer Relationship Management; Marketing Strategy; Accounting; Technology Industry; United States
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      Avery, Jill, Asis Martinez Jerez, and Thomas Steenburgh. "HubSpot: Lower Churn through Greater CHI." Harvard Business School Teaching Note 116-051, June 2016.
      • 2014
      • Other Teaching and Training Material

      Marketing Reading: Customer Management

      By: Sunil Gupta
      This Reading on customer management sheds light on how companies should evaluate and manage their customers in order to grow profitably. Customer management allows marketing managers to inform investment decisions by drilling down into each customer's profitability or... View Details
      Keywords: Customer Acquisition; Customer Churn; Customer Profitability Analysis; Customer Retention; Firm Value; Organizational Structure
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      Gupta, Sunil. "Marketing Reading: Customer Management." Core Curriculum Readings Series. Boston: Harvard Business Publishing 8162, 2014.
      • October 2014 (Revised November 2016)
      • Technical Note

      Customer Lifetime Value (CLV) vs. Customer Lifetime Return on Investment (CLROI)

      By: Elie Ofek
      This note presents two related measures for assessing the financial value of a customer to the firm. The first is the well-known measure of Customer Lifetime Value, or CLV for short. The second, which has received much less attention, treats the acquisition of a... View Details
      Keywords: Customer Lifetime Value; Return On Investment; Segmentation; Social Networks; Customer Relationship Management; Marketing Strategy; Investment Return; Social and Collaborative Networks; Social Media
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      Ofek, Elie. "Customer Lifetime Value (CLV) vs. Customer Lifetime Return on Investment (CLROI)." Harvard Business School Technical Note 515-049, October 2014. (Revised November 2016.)
      • Fall 2014
      • Article

      Seesaws and Social Security Benefits Indexing

      By: Matthew Weinzierl
      The price indexation of Social Security benefit payments has emerged in recent years as a flashpoint of debate in the United States. I characterize the direct effects that changes in that price index would have on retirees who differ in their initial wealth at... View Details
      Keywords: Retirement; Compensation and Benefits; United States
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      Weinzierl, Matthew. "Seesaws and Social Security Benefits Indexing." Brookings Papers on Economic Activity (Fall 2014): 137–196.
      • 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
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      Steenburgh, Thomas, and Jill Avery. Harvard Business Review's Go to Market Tools: Customer Lifetime Value. Tool. Harvard Business Review Press, 2013. Electronic.
      • 2012
      • Chapter

      Firing Your Best Customers: How Smart Firms Destroy Relationships Using CRM

      By: Jill Avery and Susan Fournier
      With incidences in the 20%–25% range, the practice of firing customers has become increasingly attractive as firms try to maximize the lifetime value of their customer portfolios. This chapter traces the relationship trajectory of a 30-year customer of Filene's... View Details
      Keywords: Brands; Brand Management; CRM; Customer Relationship Management; Customer Focus and Relationships; Customers; Marketing; Brands and Branding; Marketing Communications; Marketing Strategy; Consumer Products Industry
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      Avery, Jill, and Susan Fournier. "Firing Your Best Customers: How Smart Firms Destroy Relationships Using CRM." In Consumer-Brand Relationships: Theory and Practice, edited by Susan Fournier, Michael Breazeale, and Marc Fetscherin, 301–316. Routledge, 2012. (Paperback edition published in 2013.)
      • October 2012
      • Article

      Target the Right Market

      By: Jill Avery and Thomas Steenburgh
      SparkPlace is a two-year-old business with a hot new product: software that manages and measures the effectiveness of permission-based marketing campaigns for social media. The company is in the process of deciding on which of two customer segments to focus its... View Details
      Keywords: Marketing; Market Segmentation; Customer Defection; Customer Lifetime Value; Customer Relationship Management; CRM; Market Segmentation And Target Market Selection; Marketing Strategy; Product Marketing; Customer Focus and Relationships; Customer Value and Value Chain; Technology Industry; United States
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      Avery, Jill, and Thomas Steenburgh. "Target the Right Market." Harvard Business Review 90, no. 10 (October 2012): 119–123.
      • Article

      Putting the 'Relationship' Back into CRM

      By: Susan Fournier and Jill Avery
      Many managers think that the way to capture value through relationship marketing is to focus on the 'good' customers and get rid of the 'bad' ones. But there is a lot more to best practice relationship management than maximizing revenues on individual customers and... View Details
      Keywords: Marketing; CRM; Customer Relationship Management; Brand Building; Brand Management; Customer Lifetime Value; Customer Focus and Relationships; Customer Satisfaction; Marketing Strategy; Brands and Branding; Consumer Products Industry
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      Fournier, Susan, and Jill Avery. "Putting the 'Relationship' Back into CRM." MIT Sloan Management Review 52, no. 3 (Spring 2011): 63–72.
      • 2011
      • Working Paper

      The Impact of Forward-Looking Metrics on Employee Decision Making

      By: Pablo Casas-Arce, F. Asis Martinez-Jerez and V.G. Narayanan
      This paper analyzes the effects of providing forward-looking metrics on employee decision making. We use data from a southern European bank that, in April 2002, started providing its branch managers with customer lifetime value (CLV) information about mortgage... View Details
      Keywords: Customer Value and Value Chain; Decision Choices and Conditions; Mortgages; Employees; Information; Knowledge Use and Leverage; Service Delivery; Banking Industry; Europe
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      Casas-Arce, Pablo, F. Asis Martinez-Jerez, and V.G. Narayanan. "The Impact of Forward-Looking Metrics on Employee Decision Making." Working Paper, 2011.
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