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Show Results For
- All HBS Web
(8,900)
- People (21)
- News (1,722)
- Research (5,534)
- Events (58)
- Multimedia (73)
- Faculty Publications (3,857)
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- Research Summary
Dynamics of Platform Competition: Exploring the Role of Installed Base, Platform Quality and Consumer Expectations
Researchers debate the role of installed base, platform quality and consumer expectations in driving the success of platforms. We analyze these three factors in a dynamic model where a new entrant with superior quality competes with an incumbent platform, and... View Details
- 29 Jan 2014
- Working Paper Summaries
The Rising Cost of Consumer Attention: Why You Should Care, and What You Can Do about It
Keywords: by Thales S. Teixeira
- May 2017 (Revised March 2018)
- Case
Predicting Consumer Tastes with Big Data at Gap
By: Ayelet Israeli and Jill Avery
CEO Art Peck was eliminating his creative directors for The Gap, Old Navy, and Banana Republic brands and promoting a collective creative ecosystem fueled by the input of big data. Rather than relying on artistic vision, Peck wanted the company to use the mining of big... View Details
Keywords: Retailing; Preference Elicitation; Big Data; Predictive Analytics; Artificial Intelligence; Fashion; Marketing; Marketing Strategy; Marketing Channels; Brands and Branding; Consumer Behavior; Demand and Consumers; Analytics and Data Science; Forecasting and Prediction; E-commerce; Apparel and Accessories Industry; Apparel and Accessories Industry; Apparel and Accessories Industry; Apparel and Accessories Industry; United States; Canada; North America
Israeli, Ayelet, and Jill Avery. "Predicting Consumer Tastes with Big Data at Gap." Harvard Business School Case 517-115, May 2017. (Revised March 2018.)
- April 2018
- Article
Consumers Avoid Buying from Firms with Higher CEO-to-Worker Pay Ratios
By: Bhavya Mohan, Tobias Schlager, Rohit Deshpandé and Michael I. Norton
We document a novel driver of consumer behavior: pay ratio disclosure. Swiss corporation performance data gathered during a legally mandated pay ratio referendum reveals that salient high pay ratios are associated with decreased firm sales (Pilot Study). An... View Details
Keywords: Pay Ratio; Wage Fairness; Purchase Intention; Customers; Wages; Fairness; Consumer Behavior
Mohan, Bhavya, Tobias Schlager, Rohit Deshpandé, and Michael I. Norton. "Consumers Avoid Buying from Firms with Higher CEO-to-Worker Pay Ratios." Special Issue on Marketplace Morality. Journal of Consumer Psychology 28, no. 2 (April 2018): 344–352.
- Forthcoming
- Article
Estimating Models of Supply and Demand: Instruments and Covariance Restrictions
By: Alexander MacKay and Nathan H. Miller
We consider the identification of empirical models of supply and demand with imperfect competition. We show that a restriction on the covariance between unobserved demand and cost shocks can resolve endogeneity and identify the price parameter. We demonstrate how to... View Details
Keywords: Demand Estimation; Identification; Endogeneity Bias; Covariance Restrictions; Ordinary Least Squares; Instrumental Variables; Price; Demand and Consumers; Competition
MacKay, Alexander, and Nathan H. Miller. "Estimating Models of Supply and Demand: Instruments and Covariance Restrictions." American Economic Journal: Microeconomics (forthcoming). (Direct download.)
- January 2022
- Teaching Note
Mobileye 2021: Robotaxi and/or Consumer AV?
By: David B. Yoffie
The Mobileye 2021 case is a strategy case developed for the Strategy & Technology course, which is a second year elective at Harvard Business School. The primary purpose of the case is to teach the framework, “Look Forward, Reason Back,” which is described in David... View Details
- 2009
- Working Paper
Prices or Knowledge? What Drives Demand for Financial Services in Emerging Markets?
By: Shawn A. Cole, Thomas Sampson and Bilal Zia
Financial development is critical for growth, but its micro-determinants are not well understood. We test leading theories of low demand for financial services in emerging markets, combining novel survey evidence from Indonesia and India with a field experiment. We... View Details
Keywords: Banks and Banking; Saving; Knowledge Acquisition; Emerging Markets; Motivation and Incentives; Financial Services Industry; India; Indonesia
Cole, Shawn A., Thomas Sampson, and Bilal Zia. "Prices or Knowledge? What Drives Demand for Financial Services in Emerging Markets?" Harvard Business School Working Paper, No. 09-117, April 2009. (Revised October 2009, September 2010, October 2010.)
- 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.
- 2011
- Working Paper
Price Competition under Multinomial Logit Demand Functions with Random Coefficients
In this paper, we postulate a general class of price competition models with Mixed Multinomial Logit demand functions under affine cost functions. We first characterize the equilibrium behavior of this class of models in the case where each product in the market is... View Details
Keywords: Customers; Income Characteristics; Price; Product Marketing; Mathematical Methods; Competition; Segmentation
Allon, Gad, Awi Federgruen, and Margaret Pierson. "Price Competition under Multinomial Logit Demand Functions with Random Coefficients." Harvard Business School Working Paper, No. 12-030, October 2011.
- May–June 1994
- Article
Making Supply Meet Demand in an Uncertain World
By: M. Fisher, J. Hammond, W. Obermeyer and A. Raman
Keywords: Supply and Industry
Fisher, M., J. Hammond, W. Obermeyer, and A. Raman. "Making Supply Meet Demand in an Uncertain World." Harvard Business Review 72, no. 3 (May–June 1994): 83–92.
- April 2022
- Article
Consumers Value Effort over Ease When Caring for Close Others
By: Ximena Garcia-Rada, Mary Steffel, Elanor F. Williams and Michael I. Norton
Many products and services are designed to make caregiving easier, from premade meals for feeding families to robo-cribs that automatically rock babies to sleep. Yet, using these products may come with a cost: consumers may feel they have not exerted enough effort.... View Details
Keywords: Effor; Caregiving; Close Relationships; Symbolic Meaning; Signaling; Relationships; Consumer Behavior; Perception
Garcia-Rada, Ximena, Mary Steffel, Elanor F. Williams, and Michael I. Norton. "Consumers Value Effort over Ease When Caring for Close Others." Journal of Consumer Research 48, no. 6 (April 2022): 970–990.
- October 1999 (Revised March 2000)
- Case
HP Consumer Products Business Organization: Distributing Printers via the Internet
By: Rajiv Lal, Kirthi Kalyanam, Shelby Mc Intyre and Edie Prescott
In spring 1998, Pradeep Jotwani, vice president and general manager of the Consumer Products Business Organization of the Hewlett-Packard Co. (HP), was contemplating the increasing success of e-commerce and its implications for his division. The consumer products group... View Details
Keywords: Decision Choices and Conditions; Marketing Channels; Business Processes; Problems and Challenges; Partners and Partnerships; Sales; Business Strategy; Information Technology; Consumer Products Industry
Lal, Rajiv, Kirthi Kalyanam, Shelby Mc Intyre, and Edie Prescott. "HP Consumer Products Business Organization: Distributing Printers via the Internet." Harvard Business School Case 500-021, October 1999. (Revised March 2000.)
- July 2006 (Revised March 2010)
- Case
Symantec vs. McAfee: Competing in the Consumer Anti-virus Industry
By: Ramon Casadesus-Masanell and Jordan Mitchell
Symantec and McAfee hold 53.6% and 18.8% respectively, of the anti-virus software market as of 2006. While the market is concentrated with five firms controlling over 90%, Microsoft is on the eve of releasing a consumer security subscription packed called OneCare Live.... View Details
Keywords: Business Model; Market Entry and Exit; Competitive Strategy; Software; Information Technology Industry
Casadesus-Masanell, Ramon, and Jordan Mitchell. "Symantec vs. McAfee: Competing in the Consumer Anti-virus Industry." Harvard Business School Case 707-413, July 2006. (Revised March 2010.)
- May 2024 (Revised May 2024)
- Case
Shell's Balancing Act: Resource Allocation and the Green Transition
By: David Collis and Haisley Wert
In mid-2023, amid pressure from climate change activists, shareholder activists, and confronting enormous uncertainty about the future demand for and price of fossil fuels, new Shell CEO Wael Sawan (Harvard MBA 2003) announced a change in strategy for the U.K. oil... View Details
Keywords: Portfolio Analysis; Climate; Oil; Oil And Gas; Oil Companies; Renewables; Petroleum; Investor Demand; Investors; Corporate Strategy; Resource Allocation; Climate Change; Corporate Social Responsibility and Impact; Organizational Change and Adaptation; Organizational Culture; Business and Stakeholder Relations; Business and Shareholder Relations; Energy Industry; United Kingdom
- 2021
- Working Paper
The Situational Samaritan: How and Why Marketplace Conditions Shape Prosocial Consumer Behaviors
By: Julia von Schuckmann, Lucia S.G. Barrios, Grant E. Donnelly and Marco Bertini
- May 1997
- Teaching Note
Consumer Behavior Exercise (A) - (F) (TN)
By: John A. Deighton and Susan M. Fournier
Teaching Note for (9-596-039)--(9-596-044). View Details
Keywords: Consumer Behavior
- 1978
- Article
A Theorem on the Identifiability of the von Neumann-Morgenstern Utility Function from Asset Demands
By: Jerry R. Green, Lawrence J. Lau and Heraklis Polemarchakis
If the demand for risky assets is determined by the maximization of an analytic van Neumann-Morgenstern utility function, and if these demands are known as a function of the assets’ prices, then this utility function can be constructed without ambiguity. View Details
Green, Jerry R., Lawrence J. Lau, and Heraklis Polemarchakis. "A Theorem on the Identifiability of the von Neumann-Morgenstern Utility Function from Asset Demands." Economics Letters 1, no. 3 (1978): 217–220.
- October 14, 2023
- Article
Will Consumers Buy Selfish Self-Driving Cars?
De Freitas, Julian. "Will Consumers Buy Selfish Self-Driving Cars?" Wall Street Journal (October 14, 2023), C5.
- 1980
- Chapter
Consumer Satisfaction, Dissatisfaction, and Complaining Behavior: A Comprehensive Study of Rentals, Public Transportation and Utilities
By: S. Ash and J. Quelch
Ash, S., and J. Quelch. "Consumer Satisfaction, Dissatisfaction, and Complaining Behavior: A Comprehensive Study of Rentals, Public Transportation and Utilities." In Refining the Conceptualization and Measurement of Consumer Satisfaction and Complaining Behavior, edited by H. Hunt and R. Day, 120–130. Bloomington: Indiana University, School of Business, 1980.