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- 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.
- 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.
- 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.
- Article
Determining Segmentation in Sales Response Across Consumer Purchase Behaviors
By: Randolph E. Bucklin, Sunil Gupta and S. Siddarth
Bucklin, Randolph E., Sunil Gupta, and S. Siddarth. "Determining Segmentation in Sales Response Across Consumer Purchase Behaviors." Journal of Marketing Research (JMR) 35, no. 2 (May 1998): 189–197.
- Article
A Brand's Eye View of Response Segmentation in Consumer Choice Behavior
By: Randolph E. Bucklin, Sunil Gupta and Sangman Han
Bucklin, Randolph E., Sunil Gupta, and Sangman Han. "A Brand's Eye View of Response Segmentation in Consumer Choice Behavior." Journal of Marketing Research (JMR) 32, no. 1 (February 1995): 66–74.
- 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.
- 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.
- Teaching Interest
Leadership and Organizational Behavior (LEAD)
Professor Bernstein taught Leadership and Organizational Behavior (LEAD) from 2013-2016 (7 sections). This course focuses on how managers become effective leaders by addressing the human side of enterprise.
The course is divided into five modules:
- Web
Behavioral Finance & Financial Stability
Financial Sector More Info The Impact of Pensions and Insurance on Global Yield Curves By: Robin Greenwood & Annette Vissing-Jorgensen JUN 2018 In this NBER working paper, researchers from the Behavioral Finance and Financial Stability... View Details
- Web
Research - Behavioral Finance & Financial Stability
Info Segmented Arbitrage By: Adi Sunderam , Emil Siriwardane & Jonathan Wallen NOV 2021 Financial intermediaries play a key role in determining asset prices. The authors use arbitrage activity in equity, fixed income, and foreign exchange... View Details
- November 2019 (Revised April 2020)
- Case
Away: Scaling a DTC Travel Brand
By: Jill Avery and Joseph B. Fuller
Away, a direct-to-consumer, digital native e-commerce seller of travel luggage, is debating how to invest its latest round of venture funding. How quickly could and should Away scale and what were the most promising growth trajectories to maximize its potential? Three... View Details
Keywords: Brand Management; DTC; Brand Extension; Lifestyle Brand; Customer Segmentation; Retailing; Scaling And Growth; Startup; Brands and Branding; Marketing; Marketing Strategy; Marketing Channels; Entrepreneurship; Venture Capital; Consumer Behavior; Growth and Development Strategy; Business Startups; E-commerce; Consumer Products Industry; Travel Industry; United States; North America
Avery, Jill, and Joseph B. Fuller. "Away: Scaling a DTC Travel Brand." Harvard Business School Case 520-051, November 2019. (Revised April 2020.)
- June 2018 (Revised November 2018)
- Case
Innovation at Insigne Health
By: Srikant M. Datar, Linda A. Cyr and Caitlin N. Bowler
Insigne Health is a fictional for-profit, integrated health insurer/health care provider whose leadership believes that by shifting members’ focus from “sickness” to “well-being” it could increase the overall health of its insured population and decrease the resources... View Details
Keywords: Design Thinking; Behavior Change; Chronic Disease; Health Care; Health Care and Treatment; Design; Behavior; Change; Innovation and Management
Datar, Srikant M., Linda A. Cyr, and Caitlin N. Bowler. "Innovation at Insigne Health." Harvard Business School Case 118-042, June 2018. (Revised November 2018.)
- 14 May 2015
- News
Whole Foods' Misguided Play for Millennials
- August 1999
- Article
How Are Stock Prices Affected by the Location of Trade?
By: K. A. Froot and E. Dabora
Keywords: Asset Pricing; Market Segmentation; International Markets; Law Of One Price; Behavioral Finance
Froot, K. A., and E. Dabora. "How Are Stock Prices Affected by the Location of Trade?" Journal of Financial Economics 53, no. 2 (August 1999): 189–216. (Reprinted in International Capital Markets, R. Stulz and A. Karolyi, eds. Edward Elgar Publishing, 2003. Also reprinted in Advances in Behavioral Finance, Vol. 2, edited by Richard Thaler. New Jersey: Princeton University Press; New York: Russell Sage Foundation, July 2005, 102-129.)
- February 2017
- Article
Resident Networks and Corporate Connections: Evidence from World War II Internment Camps
By: Lauren Cohen, Umit Gurun and Christopher J. Malloy
We demonstrate that simply by using the ethnic makeup surrounding a firm’s location, we can predict, on average, which trade links are valuable for firms. Using customs and port authority data on the international shipments of all U.S. publicly traded firms, we show... View Details
Keywords: Information Networks; Trade Links; Firm Behavior; Networks; Geographic Location; Ethnicity; Organizations; Trade
Cohen, Lauren, Umit Gurun, and Christopher J. Malloy. "Resident Networks and Corporate Connections: Evidence from World War II Internment Camps." Journal of Finance 72, no. 1 (February 2017): 207–248. (Winner of First Prize, the Inaugural Hakan Orbay Research Award, 2015.)
- April 1978
- Case
General Foods: Opportunities in the Dog Food Market
Illustrates uses of various sources of market and consumer behavior data, including psychographics, product positioning, and market segmentation decisions for a new dog food product. Based on cases by E.T. Popper and L.S. Ward. View Details
Keywords: Product Positioning; Consumer Behavior; Product Development; Consumer Products Industry; Food and Beverage Industry
Ward, L. Scott. "General Foods: Opportunities in the Dog Food Market." Harvard Business School Case 578-162, April 1978.
- October 2022
- Article
A Structural Model of Organizational Buying for Business-to-Business Markets: Innovation Adoption with Share-of-Wallet Contracts
By: Navid Mojir and K. Sudhir
The paper develops the first structural model of organizational buying to study innovation diffusion in a B2B market. Our model is particularly applicable for routinized exchange relationships, whereby centralized buyers periodically evaluate and choose contracts,... View Details
Keywords: Organizational Buying Behavior; Healthcare Marketing; B2B Markets; B2B Innovation; New Product Diffusion; New Product Adoption; Organizations; Acquisition; Behavior; Health Care and Treatment; Marketing; Innovation and Invention
Mojir, Navid, and K. Sudhir. "A Structural Model of Organizational Buying for Business-to-Business Markets: Innovation Adoption with Share-of-Wallet Contracts." Journal of Marketing Research (JMR) 59, no. 5 (October 2022): 883–907.
- 14 Feb 2011
- Research & Ideas
Clay Christensen’s Milkshake Marketing
Updated to clarify a failure rate figure included in an earlier version. When planning new products, companies often start by segmenting their markets and positioning their merchandise accordingly. This View Details
- 16 Jan 2006
- Research & Ideas
What Customers Want from Your Products
Marketers have lost the forest for the trees, focusing too much on creating products for narrow demographic segments rather than satisfying needs. Customers want to "hire" a product to do a job, or, as legendary Harvard Business... View Details
- June 2020
- Background Note
Customer Management Dynamics and Cohort Analysis
By: Elie Ofek, Barak Libai and Eitan Muller
The digital revolution has allowed companies to amass considerable amounts of data on their customers. Using this information to generate actionable insights is fast becoming a critical skill that firms must master if they wish to effectively compete and win in today’s... View Details
Keywords: Cohort Analysis; Customers; Analytics and Data Science; Segmentation; Analysis; Customer Value and Value Chain
Ofek, Elie, Barak Libai, and Eitan Muller. "Customer Management Dynamics and Cohort Analysis." Harvard Business School Background Note 520-122, June 2020.