Consumer Segmentation - Publications - Faculty & Research - Harvard Business School

Filter Results: (340)

Filter Results: (340)

Show Results For

← Page 5 of 340 Results →

August 2010 (Revised October 2014)
Case

Herborist

By: John Deighton, Leora Kornfeld, Yanqun He and Qingyun Jiang

Global brands such as L'Oreal and Oil of Olay dominate China's skin care market. A Chinese domestic brand, after some success in partnership with Sephora in Europe, aspires to challenge the French and U.S. brands' hold on the China market. It must decide how to segment... View Details

Keywords: Cross-Cultural and Cross-Border Issues; Product Marketing; Product Positioning; Demand and Consumers; Competitive Strategy; Segmentation; Beauty and Cosmetics Industry; China

August 2007 (Revised March 2008)
Case

Fiyta - The Case of a Chinese Watch Company

By: Regina M. Abrami, William C. Kirby, F. Warren McFarlan, Luc R. Wathieu, Gao Wang, Fei Li and Tracy Manty

Fiyta had long been on of China's foremost watch brands. However, as China's economy began to improve and the livelihood of many Chinese rose with it, their tastes began to change. Exposed to more luxurious foreign brands, many Chinese strived to purchase a Swiss or... View Details

Keywords: Brands and Branding; Product Marketing; Product Positioning; Demand and Consumers; Consumer Behavior; Consumer Products Industry; Consumer Products Industry; China

19 Oct 2010
First Look

First Look: October 19, 2010

segmentations that are based on a correlation of product sales or service with the attributes of the purchaser (such as age, gender, income level, and education level), jobs-based segmentation seeks to... View Details

Keywords: Sean Silverthorne

Article

Red Light States: Who Buys Online Adult Entertainment?

By: Benjamin Edelman

This paper studies the adult online entertainment industry, particularly the consumption side of the market. In particular, it focuses on the demographics and consumption patterns of those who subscribe to adult entertainment websites. On the surface, this business... View Details

Keywords: Online Technology; Segmentation; Film Entertainment; Demographics; Web Sites; Competition; Governing Rules, Regulations, and Reforms; Demand and Consumers; Legal Liability; Culture; Religion; Entertainment and Recreation Industry; United States

Find at Harvard

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

15 Jan 2019
Blog Post

Interning in the Retail Sector

Jasmyn Beausejour, MBA 2019, describes his summer at Wayfair. As a native from Montreal and having worked in management consulting, Jasmyn was excited by the opportunity to analyze Wayfair’s expansion and segmentation into the Canadian... View Details

Keywords: Consumer Products / Retail

November 2006
Case

Organics: Coming Center Stage?

By: James E. Austin and Reed Martin

The organics movement has certainly come a long way. From hippie farming communes and a scattering of natural food stores in the 1960s, organics outgrew its origins as a counterculture curiosity of the 1970s to become the fastest growing segment of the food industry in... View Details

Keywords: Food; Supply and Industry; Consumer Behavior; Competitive Advantage; Competitive Strategy; Food and Beverage Industry; United States

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

Detecting Routines: Applications to Ridesharing CRM

Routines shape many aspects of day-to-day consumption. While prior work has established the importance of habits in consumer behavior, little work has been done to understand the implications of routines--which we define as repeated behaviors with recurring, temporal... View Details

16 Apr 2009
Working Paper Summaries

Gray Markets and Multinational Transfer Pricing

Keywords: by Romana L. Autrey & Francesco Bova

2024
Working Paper

Incrementality Representation Learning: Synergizing Past Experiments for Intervention Personalization

By: Ta-Wei Huang, Eva Ascarza and Ayelet Israeli

This paper introduces Incrementality Representation Learning (IRL), a novel multitask representation learning framework that predicts heterogeneous causal effects of marketing interventions. By leveraging past experiments, IRL efficiently designs and targets... View Details

Keywords: Heterogeneous Treatment Effect; Multi-task Learning; Representation Learning; Personalization; Promotion; Deep Learning; Field Experiments; Customer Focus and Relationships; Customization and Personalization

December 2022
Article

When and How Should Firms Differentiate? Quality and Advertising Decisions in a Duopoly

By: Dominique Olié Lauga, Elie Ofek and Zsolt Katona

A prominent hallmark of competitive interaction is the desire to differentiate from rivals. In this article, the authors examine under what conditions firms will differentiate through product quality versus advertising intensity. Firms select quality in a first stage,... View Details

Keywords: Competition; Advertising; Product Positioning

Find at Harvard

July–August 2015
Article

Engineering Reverse Innovations: Principles for Creating Successful Products for Emerging Markets

By: Amos Winter and Vijay Govindarajan

Multinationals are starting to catch on to the logic of reverse innovation, in which products are designed first for consumers in low-income countries and then adapted into disruptive offerings for developed economies. But only a handful of companies have managed to do... View Details

Keywords: Innovation Strategy; Emerging Markets

Find at Harvard

Register to Read

June 1991 (Revised May 2002)
Case

Barco Projection Systems (A): Worldwide Niche Marketing

Deals with the issue of niche marketing in a worldwide market. Barco Projection Systems makes video, data, and graphics projectors for the industrial market. They have traditionally been the performance leader. In August 1989, Sony Corp. introduced a higher performance... View Details

Keywords: Competition; Globalized Markets and Industries; Product Marketing; Consumer Products Industry; Consumer Products Industry

March 2025 (Revised April 2025)
Case

Perplexity: Redefining Search

By: Suraj Srinivasan, Michelle Hu, Sriraghav Srinivasan and Radhika Kak

By early 2025, Perplexity had rapidly evolved from a modest startup into a popular "answer engine" valued at $9 billion. The company had boldly positioned itself as the disruptor to Google aiming to redefine search for the AI age. Through novel AI... View Details

Keywords: AI and Machine Learning; Venture Capital; Innovation Leadership; Technological Innovation; Internet and the Web; Business Startups; Competitive Strategy; Business Model; Technology Industry; United States

November 2024
Case

Innovation at Master Kong Beverages

By: David E. Bell and Shu Lin

Hong-Chen Wei (HBS MBA 2014), Chairman of KSF Beverage Holding Co., Ltd. (KSFB), was steering the company toward the premium segment with the launch of “InheriTea,” a premium, sugar-free tea product. Traditionally, KSFB’s flagship brand, Master Kong, catered to the... View Details

Keywords: Consumer Behavior; Trends; Behavior; Collaborative Innovation and Invention; Product Launch; Product Development; Segmentation; Organizational Culture; Product Positioning; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Asia; China

December 2023 (Revised February 2024)
Case

21Seeds: Taking Shots at Breakout Growth

By: Elie Ofek, Julian De Freitas, Michael Moynihan and Nicole Tempest Keller

21Seeds, a female-founded flavor-infused tequila startup launched in 2019, had made inroads into the alcoholic beverage industry by focusing on an underserved consumer segment in spirits—women, primarily in their 30s and 40s, many of whom were moms—and by following a... View Details

Keywords: Mergers and Acquisitions; Business Startups; Growth and Development Strategy; Brands and Branding; Product Positioning; Distribution Channels; Sales; Food and Beverage Industry

The New Rules for Bringing Innovations to Market, Harvard Business Review, March 2004

It's tough to get consumers to adopt innovations--and it's getting tougher all the time. That's because more and more markets are taking on the characteristics of networks. The interconnections among today's companies are so plentiful that often a... View Details

January 2010 (Revised March 2013)
Case

HubSpot: Lower Churn through Greater CHI

By: F. Asis Martinez Jerez, Thomas Steenburgh, Jill Avery and Lisa Brem

HubSpot, a web marketing startup is under pressure from VCs to rapidly acquire new customers and to maintain a low level of customer churn. In the case, students explore the drivers of customer churn and uncover opportunities to increase customer retention across the... View Details

Keywords: Business Startups; Customer Relationship Management; Customer Satisfaction; Customer Value and Value Chain; Forecasting and Prediction; Consumer Behavior; Happiness; Consulting Industry

2013
Working Paper

Where do the Most Active Customers Originate and How Can Firms Keep Them Engaged?

By: Clarence Lee, E. Ofek and Thomas Steenburgh

In this paper, we study how firms offering Web services can acquire and develop an active customer base. We focus on two basic questions. First, how does the method of customer acquisition affect the way customers use the service to meet their own needs and to interact... View Details

Keywords: Customer Engagement; Adoption Routes; Hidden Markov Models; Search; Word-of-Mouth; Digital Media; Customer Relationship Management; Internet and the Web; Mathematical Methods; Consumer Behavior; Entrepreneurship; Marketing Reference Programs; Web Services Industry

←
5
6
…
16
17
→