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- All HBS Web
(658)
- News (76)
- Research (520)
- Events (3)
- Multimedia (3)
- Faculty Publications (318)
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- March–April 2023
- Article
Market Segmentation Trees
By: Ali Aouad, Adam Elmachtoub, Kris J. Ferreira and Ryan McNellis
Problem definition: We seek to provide an interpretable framework for segmenting users in a population for personalized decision making. Methodology/results: We propose a general methodology, market segmentation trees (MSTs), for learning market... View Details
Keywords: Decision Trees; Computational Advertising; Market Segmentation; Analytics and Data Science; E-commerce; Consumer Behavior; Marketplace Matching; Marketing Channels; Digital Marketing
Aouad, Ali, Adam Elmachtoub, Kris J. Ferreira, and Ryan McNellis. "Market Segmentation Trees." Manufacturing & Service Operations Management 25, no. 2 (March–April 2023): 648–667.
- 2014
- Other Teaching and Training Material
Marketing Reading: Segmentation and Targeting
By: Sunil Gupta
This Reading introduces two of the integral parts of any marketing strategy: segmentation and targeting. It covers, first, all of the methods, techniques, and variables with which a business first uncovers the full range of its potential customers and then... View Details
Keywords: Behavioral Segmentation; Conjoint Analysis; Demographic Segmentation; Geographic Segmentation; Market Opportunities; Market Segmentation; Marketing; Marketing Strategy; Psychographic Segmentation; Unethical Marketing Practices; United States
Gupta, Sunil. "Marketing Reading: Segmentation and Targeting." Core Curriculum Readings Series. Boston: Harvard Business Publishing 8219, 2014.
- January 2014 (Revised March 2014)
- Teaching Note
Cancer Screening in Japan: Market Research and Segmentation
By: John A. Quelch
- October 1978
- Background Note
A Note on Consumer Market Segmentation
Introductory note on the concept of market segmentation and its processes. View Details
Urban, Christine D. "A Note on Consumer Market Segmentation." Harvard Business School Background Note 579-055, October 1978.
- October 1978 (Revised March 1987)
- Background Note
Note on Market Definition and Segmentation
Outlines the problems involved in defining "markets" for purposes of 1) developing competitive strategies, 2) measuring market share, and 3) evaluating the extent of competition. The primary focus is on strategic planning--specifically, the questions of delimiting the... View Details
Buzzell, Robert D. "Note on Market Definition and Segmentation." Harvard Business School Background Note 579-083, October 1978. (Revised March 1987.)
- July 2012
- Article
The Real Consequences of Market Segmentation
By: Sergey Chernenko and Adi Sunderam
We study the real effects of market segmentation due to credit ratings using a matched sample of firms just above and just below the investment-grade cutoff. These firms have similar observables, including average investment rates. However, flows into high-yield mutual... View Details
Keywords: Segmentation; Credit; Investment; Investment Funds; Quality; Markets; Measurement and Metrics; Business Ventures
Chernenko, Sergey, and Adi Sunderam. "The Real Consequences of Market Segmentation." Review of Financial Studies 25, no. 7 (July 2012): 2041–2069. (Winner of the RFS Young Researcher Prize 2012.)
- July 2007
- Article
Geographical Segmentation of U.S. Capital Markets
Demographic variation in savings behavior can be exploited to provide evidence on segmentation in US bank loan markets. Cities with a large fraction of seniors have higher volumes of bank deposits. Since many banks rely heavily on deposit financing, this affects local... View Details
Keywords: Age; Economy; Capital Markets; Banks and Banking; Financing and Loans; Local Range; United States
Becker, Bo. "Geographical Segmentation of U.S. Capital Markets." Journal of Financial Economics 85, no. 1 (July 2007): 151–178.
- 2010
- Simulation
Marketing Simulation: Managing Segments and Customers
By: Das Narayandas
In this single-player simulation, students assume the position of CEO of a medical motor manufacturer and are tasked with executing a successful business-to-business marketing strategy over a period of twelve fiscal quarters. Students determine all aspects of the... View Details
Keywords: Marketing Strategy; Salesforce Management; Distribution Channels; Price; Product Positioning; Customer Relationship Management; Profit; Revenue; Cost vs Benefits; Policy; Manufacturing Industry
Narayandas, Das. "Marketing Simulation: Managing Segments and Customers." Simulation and Teaching Note. Harvard Business Publishing, 2010. Electronic.
- March–April 1991
- Article
Segmentation versus the Mass Market
By: R. S. Tedlow
Keywords: Markets
Tedlow, R. S. "Segmentation versus the Mass Market." World Link (March–April 1991).
- September 2018
- Article
Asset Price Dynamics in Partially Segmented Markets
By: Robin Greenwood, Samuel G. Hanson and Gordon Y. Liao
We develop a model in which capital moves quickly within an asset class but slowly between asset classes. While most investors specialize in a single asset class, a handful of generalists can gradually reallocate capital across markets. Upon the arrival... View Details
Greenwood, Robin, Samuel G. Hanson, and Gordon Y. Liao. "Asset Price Dynamics in Partially Segmented Markets." Review of Financial Studies 31, no. 9 (September 2018): 3307–3343. (Internet Appendix Here.)
- 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
Avery, Jill, and Thomas Steenburgh. "Target the Right Market." Harvard Business Review 90, no. 10 (October 2012): 119–123.
- Forthcoming
- Article
Segmented Arbitrage
We use arbitrage activity in equity, fixed income, and foreign exchange markets to characterize the frictions and constraints facing intermediaries. The average pairwise correlation between the 32 arbitrage spreads that we study is 22%. These low correlations are... View Details
Keywords: Financial Intermediation; Arbitrage; Intermediary-based Asset Pricing; Finance; Segmentation
Siriwardane, Emil, Adi Sunderam, and Jonathan Wallen. "Segmented Arbitrage." Journal of Finance (forthcoming).
- 2023
- Working Paper
Segmented Going-Public Markets and the Demand for SPACs
By: Angela Ma, Miles Zheng and Jessica Bai
We provide a regulatory-arbitrage-based explanation for the origin and proliferation of the Special Purpose Acquisition Company (SPAC). SPAC sponsors act as non-bank intermediaries, and the SPAC market structure appeals to yield-seeking investors and riskier,... View Details
Keywords: Special Purpose Acquisition Companies; Non-bank Intermediaries; Regulatory Arbitrage; Adverse Selection; Initial Public Offering
Ma, Angela, Miles Zheng, and Jessica Bai. "Segmented Going-Public Markets and the Demand for SPACs." Working Paper, 2023.
- January 2014 (Revised March 2014)
- Case
Cancer Screening in Japan: Market Research and Segmentation
By: John A. Quelch and Margaret L. Rodriguez
Since founding CancerScan in 2008, Jun Fukuyoshi and Yoshiki Ishikawa had helped to improve cancer screening rates in Japan. Between 2005 and 2007, awareness of breast cancer in Japan rose from 55% to 70%, but the incidence of breast cancer screenings remained... View Details
Quelch, John A., and Margaret L. Rodriguez. "Cancer Screening in Japan: Market Research and Segmentation." Harvard Business School Case 514-057, January 2014. (Revised March 2014.)
- 16 Dec 2020
- Video
On-Demand Workforce: Segment 1
- Article
Corporate Lobbying as Marketing Communication: Utilizing Multivariate Analysis for Segmentation Strategies
By: Rohit Deshpandé and Rajendra K. Srivastava
Deshpandé, Rohit, and Rajendra K. Srivastava. "Corporate Lobbying as Marketing Communication: Utilizing Multivariate Analysis for Segmentation Strategies." Special Issue on Proceedings of the Second Annual Conference of the Academy of Marketing Science edited by D. K. Hawes and R. Tamilia. Developments in Marketing Science 1 (1978): 128–132.
- May 1994
- Background Note
Segmenting Customers in Mature Industrial Markets: An Application
In mature industrial markets, segmenting customers by size, industry, or product benefits alone rarely is sufficient. Customer behavior regarding trade-offs between price and service also becomes an important criterion. This note offers a framework to enable such... View Details
Keywords: Segmentation; Framework; Consumer Behavior; Marketing Strategy; Industrial Products Industry
Rangan, V. Kasturi. "Segmenting Customers in Mature Industrial Markets: An Application." Harvard Business School Background Note 594-089, May 1994.
- September 2014 (Revised January 2017)
- Teaching Note
Access Health CT: Marketing Affordable Care (A) & (B)
By: John A. Quelch
Keywords: Affordable Care Act (ACA); Marketing Communications; Market Segmentation; Marketing Management; Startup Management; Analysis; Innovation and Invention; Marketing; Measurement and Metrics; Outcome or Result; Performance; Strategy; Health Industry; Insurance Industry; North and Central America
- May 2015 (Revised May 2017)
- Case
Colgate-Palmolive Company: Marketing Anti-Cavity Toothpaste
By: John A. Quelch and Margaret L. Rodriguez
In October 2013, Colgate-Palmolive Company, the world's leading oral care company, was about to launch its new Colgate® Maximum Cavity Protection™ plus Sugar Acid Neutralizer™ toothpaste in Brazil. Oral care category accounted for 46 percent of Colgate's $17.4 billion... View Details
Keywords: New Product Management; Consumer Segmentation; Global Marketing; Corporate Social Responsibility; Healthcare; Sustainability; Health Care and Treatment; Environmental Sustainability; Marketing; Segmentation; Product Development; Product Launch; Corporate Social Responsibility and Impact; Product Positioning; Consumer Products Industry; Brazil; United States
Quelch, John A., and Margaret L. Rodriguez. "Colgate-Palmolive Company: Marketing Anti-Cavity Toothpaste." Harvard Business School Case 515-050, May 2015. (Revised May 2017.)
- October 1992
- Article
Segmenting Industrial Customers by Buyer Behavior
By: V. K. Rangan, R. T. Moriarty Jr. and G. Swartz
Rangan, V. K., R. T. Moriarty Jr., and G. Swartz. "Segmenting Industrial Customers by Buyer Behavior." Journal of Marketing 56, no. 1 (October 1992): 72–82.