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  • Research Summary

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By: Ayelet Israeli
Professor Israeli utilizes econometric methods and field experiments to study data driven decision making in marketing context. Her research focuses on data-driven marketing, with an emphasis on how businesses can leverage their own data, customer data, and market data... View Details
Keywords: Channel Management; Pricing; Pricing Policies; Online Marketing; E-commerce; Analytics; Econometrics; Field Experiments; Data Analytics; Artificial Intelligence; Value Of Data
  • 2017
  • Chapter

Marketing Models for the Customer-Centric Firm

By: Eva Ascarza, Peter S. Fader and Bruce G.S. Hardie
A customer-centric firm takes the view that there are three key drivers of (organic) growth and overall profitability: Customer acquisition, customer retention, and customer development (i.e., increasing the value of each existing customer (per unit of time) while they... View Details
Keywords: Customer Value and Value Chain; Customer Focus and Relationships
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Ascarza, Eva, Peter S. Fader, and Bruce G.S. Hardie. "Marketing Models for the Customer-Centric Firm." In Handbook of Marketing Decision Models. 2nd ed. Edited by Berend Wierenga and Ralf van der Lans, 297–330. International Series in Operations Research & Management Science. Springer, 2017.
  • 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
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Dolan, Robert J. "Pricing: A Value-Based Approach." Harvard Business School Background Note 500-071, December 1999. (Revised November 2003.)
  • September 1991 (Revised March 2005)
  • Case

WPP Group and Its Acquisitions

By: William J. Bruns Jr.
WPP Group acquired J. Walter Thompson and Ogilvy & Mather, paying high premiums in relation to earnings. In each acquisition the goodwill acquired was immediately charged off against owners' equity. Then, WPP Group established a value for the brand names of the two... View Details
Keywords: Goodwill Accounting; Accounting; Brands and Branding; Product Positioning; Market Transactions; Equity; Private Equity; Relationships; Mergers and Acquisitions; Management Style; Consumer Products Industry; United States; United Kingdom
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Bruns, William J., Jr. "WPP Group and Its Acquisitions." Harvard Business School Case 192-038, September 1991. (Revised March 2005.)
  • September 2014 (Revised November 2017)
  • Case

Sustainability at IKEA Group

By: V. Kasturi Rangan, Michael W. Toffel, Vincent Dessain and Jerome Lenhardt
By 2014, IKEA Group was the largest home furnishing company, with EUR28.5 billion of sales, and planned to reach EUR50 billion by 2020, mainly from emerging markets. At the same time, IKEA Group had adopted in 2012 a new sustainability strategy that focused the... View Details
Keywords: Furnishing; Sustainability; Supply Chain; Wood; Customer Value and Value Chain; Supply Chain Management; Environmental Sustainability; Growth and Development Strategy; Consumer Products Industry
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Rangan, V. Kasturi, Michael W. Toffel, Vincent Dessain, and Jerome Lenhardt. "Sustainability at IKEA Group." Harvard Business School Case 515-033, September 2014. (Revised November 2017.)
  • October 1993 (Revised March 2001)
  • Case

Connecticut Spring and Stamping Corp. (A)

By: H. Kent Bowen
Connecticut Spring and Stamping Corp. (CSSC) is a small, privately owned metal working company with a reputation for providing quality products to its customers. CSSC's business is primarily the production of springs and stamped parts used in a variety of mechanical... View Details
Keywords: Customer Satisfaction; Engineering; Private Ownership; Quality; Manufacturing Industry
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Bowen, H. Kent. "Connecticut Spring and Stamping Corp. (A)." Harvard Business School Case 694-009, October 1993. (Revised March 2001.)
  • 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
Keywords: Customers; Valuation
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Gupta, Sunil. "Customer-Based Valuation." Journal of Interactive Marketing 23, no. 2 (May 2009): 169–178.
  • March 1999 (Revised June 2004)
  • Case

United States Agency for International Development (USAID): Campfire Program in Zimbabwe

By: V. Kasturi Rangan and Jay Sinha
Raises the issue of customer definition in economic development. Because of the multiple stakeholders and their varying interests, understanding where and how value is created is critical to understanding the customer. View Details
Keywords: Customer Focus and Relationships; Development Economics; Marketing Strategy; Programs; Business and Stakeholder Relations; Value Creation; Zimbabwe; United States
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Rangan, V. Kasturi, and Jay Sinha. "United States Agency for International Development (USAID): Campfire Program in Zimbabwe." Harvard Business School Case 599-090, March 1999. (Revised June 2004.)
  • 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
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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.
  • March 2003 (Revised October 2003)
  • Case

Campbell Soup Company: Transforming for the 21st Century

By: Lynda M. Applegate and Jamie Ladge
In July 2001, Campbell Soup's newly appointed CEO, Douglas R. Conant, addressed a group of Wall Street analysts and unveiled his plan to kick-start growth. His plan called for organizational renewal and revitalization, redesign of core customer-facing processes... View Details
Keywords: Customer Focus and Relationships; Entrepreneurship; Growth and Development Strategy; Marketing Strategy; Product Marketing; Industry Structures; Production; Supply Chain Management; Competition; Competitive Strategy; Consumer Products Industry; Food and Beverage Industry; United States
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Applegate, Lynda M., and Jamie Ladge. "Campbell Soup Company: Transforming for the 21st Century." Harvard Business School Case 803-119, March 2003. (Revised October 2003.)
  • April 2006 (Revised April 2012)
  • Background Note

The Role of Private Equity Firms in Merger and Acquisition Transactions

By: William E. Fruhan Jr.
Explores the importance of private equity firms in merger and acquisitions activity around the globe. In many countries, these firms now account for one quarter of the total merger and acquisition activity of all firms. The larger private equity firms generate fees for... View Details
Keywords: Leveraged Buyouts; Mergers and Acquisitions; Private Equity; Investment Funds; Value Creation
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Fruhan, William E., Jr. "The Role of Private Equity Firms in Merger and Acquisition Transactions." Harvard Business School Background Note 206-101, April 2006. (Revised April 2012.)
  • March 2016
  • Case

M-Pesa: Financial Inclusion in Kenya

By: Rajiv Lal, Lisa Cox and Sarah McAra
M-Pesa, a mobile money transfer service launched in 2007 in Kenya by telecommunications company Safaricom, allowed people to send money via mobile messaging to contacts, such as friends and family, or even to pay for goods and services, such as groceries or a taxi... View Details
Keywords: Mobile Money Transfer; Market Transactions; Emerging Markets; Developing Countries and Economies; Mobile and Wireless Technology; Telecommunications Industry; Kenya
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Lal, Rajiv, Lisa Cox, and Sarah McAra. "M-Pesa: Financial Inclusion in Kenya." Harvard Business School Case 516-011, March 2016.
  • January 1991 (Revised March 2010)
  • Case

Westchester Distributing, Inc. (A)

By: Robert L. Simons and Robert Boxwell
Focuses on the three-way interaction among internal controls, employee behavior, and incentives. Salesmen are illegally providing kickbacks to customers of this beer-distribution firm. In turn, salesmen are reimbursing themselves by filing fraudulent expense reports.... View Details
Keywords: Financial Reporting; Crime and Corruption; Corporate Governance; Governance Controls; Salesforce Management; Behavior; Motivation and Incentives; Distribution Industry; Food and Beverage Industry
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Simons, Robert L., and Robert Boxwell. "Westchester Distributing, Inc. (A)." Harvard Business School Case 191-118, January 1991. (Revised March 2010.)
  • April 2006
  • Background Note

Designing Sustainable Service Models

By: Frances X. Frei
Taught as the second module in a Harvard Business School course on Managing Service Operations. Addresses the challenge of designing service models that effectively incorporate a customer operating role, as well as how to align operations to deliver value to both the... View Details
Keywords: Business Model; Customers; Design; Managerial Roles; Consumer Behavior; Service Operations; Power and Influence; Value
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Frei, Frances X. "Designing Sustainable Service Models." Harvard Business School Background Note 606-031, April 2006.
  • 2024
  • Working Paper

Platform Information Provision and Consumer Search: A Field Experiment

By: Lu Fang, Yanyou Chen, Chiara Farronato, Zhe Yuan and Yitong Wang
Despite substantial efforts to help consumers search in more intuitive ways, text search remains the predominant tool for product discovery online. In this paper, we explore the effects of visual and textual cues for search refinement on consumer search and purchasing... View Details
Keywords: Consumer Behavior; E-commerce; Decision Choices and Conditions; Learning; Internet and the Web
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Fang, Lu, Yanyou Chen, Chiara Farronato, Zhe Yuan, and Yitong Wang. "Platform Information Provision and Consumer Search: A Field Experiment." NBER Working Paper Series, No. 32099, February 2024.
  • January 2021 (Revised March 2021)
  • Case

THE YES: Reimagining the Future of E-Commerce with Artificial Intelligence (AI)

By: Jill Avery, Ayelet Israeli and Emma von Maur
THE YES, a multi-brand shopping app launched in May 2020 offered a new type of buying experience for women’s fashion, driven by a sophisticated algorithm that used data science and machine learning to create and deliver a personalized store for every shopper, based on... View Details
Keywords: Data; Data Analytics; Artificial Intelligence; AI; AI Algorithms; AI Creativity; Fashion; Retail; Retail Analytics; E-Commerce Strategy; Platform; Platforms; Big Data; Preference Elicitation; Preference Prediction; Predictive Analytics; App Development; "Marketing Analytics"; Advertising; Mobile App; Mobile Marketing; Apparel; Online Advertising; Referral Rewards; Referrals; Female Ceo; Female Entrepreneur; Female Protagonist; Analytics and Data Science; Analysis; Creativity; Marketing Strategy; Brands and Branding; Consumer Behavior; Demand and Consumers; Forecasting and Prediction; Marketing Channels; Digital Marketing; Internet and the Web; Mobile and Wireless Technology; AI and Machine Learning; E-commerce; Digital Platforms; Fashion Industry; Retail Industry; Apparel and Accessories Industry; Consumer Products Industry; United States
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Avery, Jill, Ayelet Israeli, and Emma von Maur. "THE YES: Reimagining the Future of E-Commerce with Artificial Intelligence (AI)." Harvard Business School Case 521-070, January 2021. (Revised March 2021.)
  • August 2003 (Revised December 2003)
  • Background Note

Formalizing Business Relationships: Note on Contract Formation for Managers

Equips managers with a basic understanding of how to use contracts to define, formalize, and strengthen business relationships. Explains how managers can use properly structured contracts to increase predictability; to create or preserve valuable legal, financial, and... View Details
Keywords: Contracts; Relationships
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Bagley, Constance E. "Formalizing Business Relationships: Note on Contract Formation for Managers." Harvard Business School Background Note 804-004, August 2003. (Revised December 2003.)
  • August 2020 (Revised August 2023)
  • Case

Nubank: Democratizing Financial Services

By: Michael Chu, Carla Larangeira and Pedro Levindo
Nubank, a wholly-digital solution created to disrupt Brazilian banking, with 6 million clients and a $4 billion valuation after five years, must decide whether to expand to Mexico. The company was founded in São Paulo in 2013 by Colombian-born David Vélez to seize what... View Details
Keywords: Fintech; Financial Inclusion; Digital Banking; Credit Cards; Banks and Banking; Disruption; Expansion; Growth and Development Strategy; Financial Services Industry; South America; Brazil; North America; Mexico
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Chu, Michael, Carla Larangeira, and Pedro Levindo. "Nubank: Democratizing Financial Services." Harvard Business School Case 321-068, August 2020. (Revised August 2023.)
  • 19 Dec 2006
  • First Look

First Look: December 19, 2006

demand. Download working paper: http://www.nber.org/papers/w12756 The Value of a 'Free' Customer Authors:Sunil Gupta, Carl F. Mela, and Jose M. Vidal-Sanz Abstract Central to a firm's growth and marketing... View Details
Keywords: Sean Silverthorne
  • January 1995 (Revised March 1997)
  • Case

A Bankruptcy Problem from the Talmud

Describes a problem of bankruptcy, following the treatment in the 2,000-year-old Babylonian Talmud. A person dies, leaving a number of debts that total more than the size of the estate. The question is: How should the estate be divided among the creditors? The case... View Details
Keywords: Analysis; Insolvency and Bankruptcy; Economics
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Brandenburger, Adam M., Harborne W. Stuart Jr., and Barry Nalebuff. "A Bankruptcy Problem from the Talmud." Harvard Business School Case 795-087, January 1995. (Revised March 1997.)
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