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Article

Personalization and Targeting: How to Experiment, Learn & Optimize

By: Aurelie Lemmens, Jason M.T. Roos, Sebastian Gabel, Eva Ascarza, Hernan Bruno, Elea McDonnell Feit, Brett Gordon, Ayelet Israeli, Carl F. Mela and Oded Netzer

Personalization has become the heartbeat of modern marketing. Advances in causal inference and machine learning enable companies to understand how the same marketing action can impact the choices of individual customers differently. This article provides an academic... View Details

Keywords: Targeting; Experiments; Observational Studies; Policy Implementation; Policy Evaluation; Customization and Personalization; Marketing Strategy; Customer Focus and Relationships; Research

Article

Selling After the Crisis

By: Frank V. Cespedes

Like perishable goods in grocery stores, sales models have a sell-by date. As product standards evolve and new entrants emerge, buyers have more choices and demand more in terms of quality and performance across vendors. Firms that fail to adjust to changing customer... View Details

Keywords: Sales Model; Sales; Management; Customer Relationship Management; Health Pandemics

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19 Jul 2004
Research & Ideas

Your Customers: Use Them or Lose Them

Frei. Their customers are better off and the organizations earn a disproportionate share of the profits over their competitors. Frei, who spoke with HBS alumni on June 4 in a session titled "Capitalizing on the Power of the... View Details

Keywords: by Martha Lagace

18 Nov 2002
Research & Ideas

Where Morals and Profits Meet: The Corporate Value Shift

GTB's founders felt it was imperative to try. They set out to build a bank that would be known for its workplace innovations, outstanding customer service, superior financial results, and exemplary corporate citizenship. In general,... View Details

Keywords: by Carla Tishler

August 1994
Case

Grupo IUSACELL (A)

Describes the challenges facing a cellular telephone company in Mexico as it positions itself in the explosive cellular market and prepares to become a full-service telecommunications provider. Faced with declining market share, revenues per subscriber, and operating... View Details

Keywords: Business or Company Management; Customer Relationship Management; Telecommunications Industry; Mexico

Research Summary

Overview

By: Antonio Moreno

Professor Moreno’s research explores how digital technologies are reshaping operational processes, with a particular focus on retail and service industries. His early work examined omnichannel retail—the integration of online and offline channels to create seamless... View Details

Keywords: Omnichannel; Omni-channel; Omnichannel Retail; Omnichannel Retailing; Retail; Operations; Supply Chain Management; Digital Transformation; Digital Strategy; Retail Industry; Technology Industry; Service Industry; Europe; Spain; Latin America

January 2014 (Revised November 2021)
Case

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; Retailing; Marketing; Consumer Behavior; Customer Relationship Management; Customer Focus and Relationships; Customer Satisfaction; Marketing Strategy; Brands and Branding; Retail Industry; United States

August 2008 (Revised September 2009)
Case

Sex, Drugs, and Rock 'n Roll: The MTV Approach to Tackling HIV/AIDS

By: Tarun Khanna, Sonali R. Bloom and David E. Bloom

This case explores the role that MTV, with its heavy diet of music and general youth-oriented media content, plays in spreading public-service messaging to contain the scourge of HIV/AIDS worldwide. There is a focus especially on its efforts in several emerging... View Details

Keywords: For-Profit Firms; Developing Countries and Economies; Multinational Firms and Management; Health Care and Treatment; Emerging Markets; Corporate Social Responsibility and Impact; Corporate Strategy; Health Industry; Africa

March 2024
Teaching Note

Madrigal: Conducting a Customer-Base Audit

By: Eva Ascarza, Peter S. Fader, Bruce Hardie and Michael Ross

Teaching Note for HBS Case No. 524-046. This case presents a scenario where Madrigal, a U.S. retailer with a rich 20-year history and a solid loyalty program, faces a turning point with the arrival of a new CEO. This leadership change reveals a critical gap in... View Details

Keywords: Customer Relationship Management; Analytics and Data Science; Growth and Development Strategy; Customer Value and Value Chain; Retail Industry; United States

August 2004 (Revised September 2005)
Case

Canyon Ranch

By: Lynda M. Applegate and Gabriele Piccoli

How should Canyon Ranch leverage its uniqueness in the face of increasing competition and an entrenched customer definition of the firm? The firm is attempting to create demand for return visits and foster the customization and personalization of the Canyon Ranch... View Details

Keywords: Customer Relationship Management; Information Technology; Growth and Development Strategy; Competitive Strategy; Experience and Expertise; Analytics and Data Science; Customization and Personalization

October 2018 (Revised February 2020)
Case

Commonwealth Bank of Australia: Unbanklike Experimentation

By: Ryan W. Buell and Leslie K. John

Email mking@hbs.edu for a courtesy copy.

In August 2017, Commonwealth Bank of Australia was looking for ways to differentiate itself from competing banks and was also trying to improve the financial well-being of... View Details

Keywords: Transparency; Experimentation; Banks and Banking; Credit Cards; Customer Focus and Relationships; Competitive Strategy; Banking Industry; Australia

February 2000 (Revised April 2003)
Case

InSite Marketing Technology (B)

By: Lynda M. Applegate and Genevieve J.S. Feraud

Provides students an example of partnerships/acquisitions that allow delivery of packaged solutions to customers in the electronic commerce space. View Details

Keywords: Mergers and Acquisitions; Customer Focus and Relationships; Customer Satisfaction; Entrepreneurship; Partners and Partnerships; Strategy; Business Strategy; Web Services Industry

19 May 2011
Research & Ideas

Empathy: The Brand Equity of Retail

difference between a customer's decision to shop in a store rather than online. This is a key issue at a time when many potential customers will walk into a store, use their smartphone to snap a photo of a product they like, then return... View Details

Keywords: by Carmen Nobel; Health

March 2006
Case

Cabo San Viejo: Rewarding Loyalty

By: Youngme E. Moon, Gail J. McGovern and Seth Schulman

In 2005, Cabo San Viejo, a premier health and fitness spa resort located in Palm Springs, California, is debating whether to introduce a Customer Rewards Program. Describes the customer management challenges the firm is facing and outlines the various ways in which a... View Details

Keywords: Debates; Customer Relationship Management; Marketing Strategy; Problems and Challenges; Adoption; Value Creation; Health Industry; California

February 2001 (Revised September 2005)
Case

Howard Schultz and Starbucks Coffee Company

By: Nancy F. Koehn

Investigates the entrepreneur's strategic initiatives to develop a mass market for specialty coffee in the 1980s and 1990s. These initiatives included the development of premium products, rapid expansion of company-owned stores--each with attractive retail environments... View Details

Keywords: Entrepreneurship; Groups and Teams; Brands and Branding; Growth Management; Employee Relationship Management; Consumer Behavior; Organizational Design; Leadership Style; Customer Relationship Management; Competitive Advantage; Vertical Integration; Food and Beverage Industry

September 2021 (Revised December 2021)
Case

Telepass: From Tolling to Mobility Platform (Abridged)

By: Chiara Farronato, Stefano Denicolai and Sarah Mehta

Telepass, until very recently the sole processor of electronic toll payments on Italy’s highways, has ambitions beyond tolling. Since the mid-2010s, the company has been expanding into adjacent services. In 2017, Telepass launched TelepassPay—a mobile payment... View Details

September 2021 (Revised December 2021)
Case

Telepass: From Tolling to Mobility Platform

By: Chiara Farronato, Stefano Denicolai and Sarah Mehta

Telepass, until very recently the sole processor of electronic toll payments on Italy’s highways, has ambitions beyond tolling. Since the mid-2010s, the company has been expanding into adjacent services. In 2017, Telepass launched TelepassPay—a mobile payment... View Details

November 2000 (Revised June 2010)
Case

Bush Boake Allen

By: Stefan H. Thomke and Ashok Nimgade

Bush Boake Allen, a flavor and fragrance firm, is considering strategic options that would integrate customers into its innovation process via a potentially disruptive Internet-based technology. As this approach could result in dramatic changes to the firm's business... View Details

Keywords: Customer Focus and Relationships; Disruptive Innovation; Technological Innovation; Management Teams; Product Design; Organizational Change and Adaptation; Conflict Management; Internet; Chemical Industry

January 2009 (Revised June 2010)
Case

Cisco Business Councils (2007): Unifying a Functional Enterprise with an Internal Governance System

By: Ranjay Gulati

In response to the 2001 market downturn, Cisco Systems implemented a major restructuring that transformed the company from a decentralized to centralized organization. While recognizing that a centralized, functional structure was necessary to avoid product and... View Details

Keywords: Restructuring; Customer Focus and Relationships; Governing and Advisory Boards; Resource Allocation; Organizational Change and Adaptation; Organizational Structure; Corporate Strategy; Technology Industry

June 2018
Teaching Note

Kvadrat: Leading for Innovation

By: Boris Groysberg and Sarah L. Abbott

In 2013, Anders Byriel, CEO of the family-owned Danish textiles company, Kvadrat, considered the firm's strategic plan. In 2000, Byriel and Mette Bendix, Kvadrat's Product Director, had taken over management of the company from their fathers, who had founded Kvadrat in... View Details

Keywords: Leadership; Business or Company Management; Growth and Development Strategy; Human Resources; Asia

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