Market Segmentation And Target Market Selection - Publications - Faculty & Research - Harvard Business School

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March 2022 (Revised July 2022)
Teaching Note

Camera IQ and the Metaverse: Building Augmented Reality Brand Experiences

Camera IQ, a camera marketing software company that empowered brands to create and launch augmented reality experiences (AREs) across social platforms, had just raised an additional $5 million to fund further product development and expand its marketing and sales... View Details

November 2015 (Revised February 2016)
Case

Allianz Turkey: Focus on the Customer (A)

By: W. Earl Sasser and Gamze Yucaoglu

At the age of 39, Solmaz Altın took over the helm at Allianz Turkey. Solmaz quickly realized that, although the insurance market was thinly penetrated in Turkey, the company was operating in a very competitive environment with pressure on prices and, hence, cost... View Details

Keywords: Service Excellence; Customer Experience; Customer Service; Emerging Market; Customer Focus; Net Promoter Score; Customer Relationship Management; Competition; Leading Change; Service Operations; Emerging Markets; Customer Satisfaction; Insurance Industry; Turkey

April 2015
Case

Carolinas HealthCare System: Consumer Analytics

By: John A. Quelch and Margaret L. Rodriguez

In 2014, Dr. Michael Dulin, chief clinical officer for analytics and outcomes research and head of the Dickson Advanced Analytics (DA2) group at Carolinas HealthCare System (CHS), successfully unified all analytics talent and resources into one group over a three year... View Details

Keywords: Consumer Segmentation; Big Data; Management Information Systems; Hospital Management; Health Care and Treatment; Marketing; Segmentation; Analytics and Data Science; Information Management; Information Technology; Health; Health Industry; United States

2025
Working Paper

Enhancing Treatment Effect Prediction on Privacy-Protected Data: An Honest Post-Processing Approach

By: Ta-Wei Huang and Eva Ascarza

As firms increasingly rely on customer data for personalization, concerns over privacy and regulatory compliance have grown. Local Differential Privacy (LDP) offers strong individual-level protection by injecting noise into data before collection. While... View Details

Keywords: Targeted Intervention; Conditional Average Treatment Effect Estimation; Differential Privacy; Honest Estimation; Post-processing; Analytics and Data Science; Consumer Behavior; Marketing

November 2016 (Revised November 2016)
Case

Mark43

By: Thomas Eisenmann, Mitch Weiss and Halah AlQahtani

The founders of Mark43, an early-stage startup that provides software for law enforcement agencies, must decide whether to bid on a request for proposals (RFP) from the Los Angeles Police Department (LAPD). On the one hand, LAPD would be a second large and influential... View Details

Keywords: Start-up; Software Applications; Government Markets; Rapid Growth Stage; Public Entrepreneurship; Entrepreneurship; Public Sector; Business Startups; Applications and Software; Growth and Development Strategy; United States; New York (city, NY)

2010
Book

Winning in Emerging Markets: A Road Map for Strategy and Execution

By: Tarun Khanna, Krishna G. Palepu and Richard Bullock

The best way to select emerging markets to exploit is to evaluate their size or growth potential, right? Not according to Krishna Palepu and Tarun Khanna. In 'Winning in Emerging Markets,' these leading scholars on the subject present a decidedly different framework... View Details

Keywords: Developing Countries and Economies; Management Analysis, Tools, and Techniques; Emerging Markets; Organizations; Opportunities; Business Strategy

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July 2023
Case

HealthVerity: Real World Data and Evidence

By: Satish Tadikonda

Andrew Kress (CEO and founder) and his team had built a promising marketplace business at HealthVerity serving its core market in healthcare, with a focus on pharmaceutical R&D and services. Thus far, HealthVerity’s products had been unique to the pharma and pharma... View Details

Keywords: Growth and Development Strategy; Market Entry and Exit; Product Marketing

July 2022 (Revised February 2024)
Teaching Note

The DivaCup: Navigating Distribution and Growth

By: Ayelet Israeli

Teaching Note for HBS Case No. 519-055. When the mother-daughter founders of DivaCup set out with a mission to disrupt the menstrual care industry with an innovative product form, they initially struggled to gain legitimacy and convince retailers to carry their unique... View Details

Keywords: Female; Female Ceo; Female Entrepreneur; Female Protagonist; Health ＆ Wellness; Healthcare; Price Policies; Minimum Advertised Price; Differentiation; Positioning; Growth; Health; Health Care and Treatment; Price; Disruption; Distribution; Distribution Channels; Competitive Strategy; Competition; Growth Management; Mission and Purpose; Product Development; Product Marketing; Product Launch; Product Positioning; Advertising; Business Startups; Internet and the Web; Entrepreneurship; Social Entrepreneurship; Social Issues; Social Enterprise; Medical Devices and Supplies Industry; Medical Devices and Supplies Industry; Medical Devices and Supplies Industry; Medical Devices and Supplies Industry; Medical Devices and Supplies Industry; Medical Devices and Supplies Industry; Medical Devices and Supplies Industry; Medical Devices and Supplies Industry; Canada; United States; United Kingdom

March 2019 (Revised April 2021)
Case

The DivaCup: Navigating Distribution and Growth

By: Ayelet Israeli

When the mother-daughter founders of DivaCup set out with a mission to disrupt the menstrual care industry with an innovative product form, they initially struggled to gain legitimacy and convince retailers to carry their unique product. Fifteen years later, the... View Details

Keywords: Female; Female Ceo; Female Entrepreneur; Female Protagonist; Health ＆ Wellness; Healthcare; Price Policies; Minimum Advertised Price; Differentiation; Positioning; Growth; Health; Health Care and Treatment; Price; Disruption; Distribution; Distribution Channels; Competitive Strategy; Competition; Growth Management; Mission and Purpose; Product Development; Product Marketing; Product Launch; Product Positioning; Advertising; Business Startups; Internet and the Web; Entrepreneurship; Social Entrepreneurship; Social Issues; Social Enterprise; Medical Devices and Supplies Industry; Medical Devices and Supplies Industry; Medical Devices and Supplies Industry; Medical Devices and Supplies Industry; Medical Devices and Supplies Industry; Medical Devices and Supplies Industry; Medical Devices and Supplies Industry; Medical Devices and Supplies Industry; Canada; United States; United Kingdom

November 2015 (Revised February 2016)
Supplement

Allianz Turkey: Focus on the Customer (B)

By: W. Earl Sasser and Gamze Yucaoglu

At the age of 39, Solmaz Altın took over the helm at Allianz Turkey. Solmaz quickly realized that, although the insurance market was thinly penetrated in Turkey, the company was operating in a very competitive environment with pressure on prices and, hence, cost... View Details

Keywords: Service Excellence; Customer Experience; Customer Service; Emerging Market; Customer Focus; Net Promoter Score; Customer Relationship Management; Competition; Leading Change; Service Operations; Emerging Markets; Customer Satisfaction; Insurance Industry; Turkey

September 2020
Supplement

Commonwealth Joe: January 2020 Update from CEO Robert Peck

By: Alexander J. MacKay

At the end of 2016, the leadership team of Commonwealth Joe Coffee Roasters—Robert Peck, Chase Damiano, and Jeremy Martin—had begun an ambitious retail expansion strategy in the Washington, D.C. metropolitan area for their specialty coffee business. That October, they... View Details

Keywords: Cold Brew Coffee; Specialty Coffee; On-premise Coffee Market; Retail Expansion Strategy; Entrepreneurship; Business Model; Brands and Branding; Expansion; Strategy; Decision Making; Food and Beverage Industry; Food and Beverage Industry

16 Jan 2006
Research & Ideas

What Customers Want from Your Products

effort to improve sales of its milk shakes. (In this example, both the company and the product have been disguised.) Its marketers first defined the market View Details

Keywords: by Clayton M. Christensen, Scott Cook & Taddy Hall; Consumer Products

2007
Book

Entrepreneurship and Global Capitalism

By: G. Jones and Rohit Daniel Wadhwani

These volumes demonstrates the importance of historical perspectives in the study of entrepreneurship. By exploring the role of entrepreneurship in the history of global capitalism, the authors show that historical knowledge can challenge widely accepted... View Details

Keywords: History; Diasporas; Economic Systems; Globalized Economies and Regions; Globalized Firms and Management; Cultural Entrepreneurship; Entrepreneurship; Cross-Cultural and Cross-Border Issues

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2020
Working Paper

Overcoming the Cold Start Problem of CRM Using a Probabilistic Machine Learning Approach

By: Eva Ascarza

The success of Customer Relationship Management (CRM) programs ultimately depends on the firm's ability to understand consumers' preferences and precisely capture how these preferences may differ across customers. Only by understanding customer heterogeneity, firms can... View Details

Keywords: Customer Management; Targeting; Deep Exponential Families; Probabilistic Machine Learning; Cold Start Problem; Customer Relationship Management; Customer Value and Value Chain; Consumer Behavior; Analytics and Data Science; Mathematical Methods; Retail Industry

March 2013
Case

Currency Wars

By: Laura Alfaro and Hilary White

In February 2013, the G-20 finance ministers met in Moscow, Russia to discuss the rising anxieties over a potential international currency war. It was speculated that certain countries were purposely devaluing their currencies in order to improve their competitiveness... View Details

Keywords: Currency; Competitiveness; Trade Policy; Devaluation; Exchange Rate; Monetary Policy; Quantitative Easing; Inflation Targeting; Capital Flows; Central Banking; Currency Exchange Rate; Competitive Strategy; Emerging Markets; Policy; Trade; Conflict and Resolution; Banking Industry; Public Administration Industry; Moscow

March 1990 (Revised October 1990)
Case

Liz Claiborne, Inc. and Ruentex Industries Ltd.

Describes Liz Claiborne, Inc.'s manufacturing and marketing strategy and details the significance of its supplier selection strategy. It begins to describe the company's relationship with Ruentex Industries Ltd., its largest supplier of piece goods. When used with... View Details

Keywords: Marketing Strategy; Supply Chain Management; Relationships; Cooperation; Apparel and Accessories Industry

August 2024 (Revised December 2024)
Case

Influencer-Led Brand Building: Hairitage and the McKnights

By: William R. Kerr, Daniel O'Connor and James Palano

Longtime hairstyle influencer Mindy McKnight had been building her “Cute Girls Hairstyles” audience across numerous online platforms for nearly two decades. Brand incubator Maesa took an innovative approach to producing successful brands: identifying white space in the... View Details

June 2013 (Revised September 2016)
Supplement

Governance and Sustainability at Nike (B)

By: Lynn S. Paine, Nien-he Hsieh and Lara Adamsons

Two members of Nike's executive team must decide what sustainability targets to propose to Nike's CEO and to the corporate responsibility committee of Nike's board of directors. Set in 2012, the case traces the evolution of Nike's approach to environmental and social... View Details

Keywords: Nike; Hannah Jones; Mark Parker; Phil Knight; Philip Knight; Eric Sprunk; Jill Ker Conway; Phyllis Wise; Don Blair; Sustainable Business And Innovation; SB＆I; Flyknit; DyeCoo; Footwear; Athletic Footwear; Apparel; Athletic Apparel; Sustainability; Greenpeace; Detox Campaign; Dirty Laundry; Water; Water Use; Water Pollution; Water Resources; Corporate Responsibility Committee; Judgment; Board Of Directors; Board Committees; Environmental And Social Sustainability; Footwear Industry; Decision Choices and Conditions; Decisions; Ethics; Fairness; Globalized Firms and Management; Multinational Firms and Management; Globalized Markets and Industries; Governance; Corporate Accountability; Corporate Governance; Innovation and Invention; Innovation and Management; Innovation Leadership; Innovation Strategy; Goals and Objectives; Management Practices and Processes; Corporate Social Responsibility and Impact; Performance; Alignment; Supply Chain; Organizational Change and Adaptation; Judgments; Apparel and Accessories Industry; Asia; China; United States; Oregon; Portland

Teaching Interest

Investment Managment for Professional and Personal Investors

By: Luis M. Viceira

IMPPI is suitable for all students interested in gaining a broad perspective on investing and the asset management business, including those targeting careers in asset management and those interested in learning how to become sophisticated consumers of investment... View Details

February 2025
Supplement

Intenseye: Powering Workplace Health and Safety with AI (B)

By: Michael W. Toffel, Shane Greenstein and Sadika El Hariri

Intenseye used its $25 million series A funds to refine and expand its digital safety platform while refining its target markets and ideal customer profile. As the company implemented new approaches to create value for its clients, such as developing an AI-powered... View Details

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