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Show Results For
- All HBS Web
(8,566)
- People (21)
- News (1,752)
- Research (5,642)
- Events (73)
- Multimedia (77)
- Faculty Publications (3,934)
- 2022
- Working Paper
Product2Vec: Leveraging Representation Learning to Model Consumer Product Choice in Large Assortments
By: Fanglin Chen, Xiao Liu, Davide Proserpio and Isamar Troncoso
We propose a method, Product2Vec, based on representation learning, that can automatically learn latent product attributes that drive consumer choices, to study product-level competition when the number of products is large. We demonstrate Product2Vec’s... View Details
Chen, Fanglin, Xiao Liu, Davide Proserpio, and Isamar Troncoso. "Product2Vec: Leveraging Representation Learning to Model Consumer Product Choice in Large Assortments." NYU Stern School of Business Research Paper Series, July 2022.
- 08 Nov 2018
- Working Paper Summaries
Arbitration with Uninformed Consumers
- Research Summary
Consumer Habituation
This paper examines how consumers willingness to pay for goods is determined by past patterns of consumption. The central result is a theorem of interior maximum, which states that willingness to pay for a good is maximized at a moderate level of habitual... View Details
- 2013
- Chapter
Gender Bender Brand Hijacks and Consumer Revolt: The Porsche Cayenne Story
By: Jill Avery
Throughout history, marketers have created gendered brands, creating their brands and the stories they crafted about them in their advertising to appeal either to men or to women. Gendered brands deliver value to consumers, and therefore, deliver value to marketers.... View Details
Keywords: Consumer Behavior; Brands; Brand Positioning; Brand Equity; Brand Management; Advertising Campaigns; Customer Focus and Relationships; Marketing; Brands and Branding; Marketing Strategy; Consumer Products Industry; Consumer Products Industry
Avery, Jill. "Gender Bender Brand Hijacks and Consumer Revolt: The Porsche Cayenne Story." In Consumer Behavior: Human Pursuit of Happiness in a World of Goods. 3rd ed. by Jill Avery, Robert Kozinets, Arch Woodside, Banwari Mittal, and Priya Raghubir, 645–649. Cincinnati: Open Mentis, 2013.
- Research Summary
Relative Thinking and Consumer Choice
Fixed differences appear smaller when compared to large differences. Professor Schwartzstein has proposed a model of relative thinking, in which a person weighs a given change by less when he compares it to a larger range. Relative thinking implies that a person is... View Details
- 26 Jan 2015
- Working Paper Summaries
The Rise and Fall of Demand for Securitizations
- 2021
- Article
Consumer Disclosure
By: Tami Kim, Kate Barasz and Leslie John
As technological advances enable consumers to share more information in unprecedented ways, today’s disclosure takes on a variety of new forms, triggering a paradigm shift in what “disclosure” entails. This review introduces two factors to conceptualize consumer... View Details
Keywords: Disclosure; Passive Disclosure; Information; Internet and the Web; Consumer Behavior; Situation or Environment
Kim, Tami, Kate Barasz, and Leslie John. "Consumer Disclosure." Consumer Psychology Review 4 (2021): 59–69.
- April 2010
- Teaching Note
Metabical: Pricing, Packaging, and Demand Forecasting Recommendations for a New Weight Loss Drug (Brief Case)
By: John A. Quelch and Heather Beckham
Teaching Note to 4183 View Details
- January 1979 (Revised February 1987)
- Background Note
Note on Market and Consumer Research
Discusses scope of market and consumer research, steps in the research process, and how managers use research in marketing and decision-making. View Details
Reibstein, David J., and L. Scott Ward. "Note on Market and Consumer Research." Harvard Business School Background Note 579-136, January 1979. (Revised February 1987.)
- 2024
- Article
Supply and Demand and the Term Structure of Interest Rates
By: Robin Greenwood, Samuel Hanson and Dimitri Vayanos
We survey the growing literature emphasizing the role that supply-and-demand forces play in shaping the term structure of interest rates. Our starting point is the Vayanos and Vila (2009, 2021) model of the term structure of default-free bond yields, which we present... View Details
Greenwood, Robin, Samuel Hanson, and Dimitri Vayanos. "Supply and Demand and the Term Structure of Interest Rates." Annual Review of Financial Economics 16 (2024): 115–151.
- July 2011 (Revised January 2012)
- Teaching Note
Demand Media (TN)
By: John Deighton and Leora Kornfeld
Teaching Note for 512021. View Details
- 2014
- Working Paper
The Rise and Fall of Demand for Securitizations
By: Sergey Chernenko, Samuel G. Hanson and Adi Sunderam
Collateralized debt obligations (CDOs) and private-label mortgage-backed securities (MBS) backed by nonprime loans played a central role in the recent financial crisis. Little is known, however, about the underlying forces that drove investor demand for these... View Details
Chernenko, Sergey, Samuel G. Hanson, and Adi Sunderam. "The Rise and Fall of Demand for Securitizations." NBER Working Paper Series, No. 20777, December 2014.
- Article
Offline Showrooms in Omni-channel Retail: Demand and Operational Benefits
By: David R. Bell, Santiago Gallino and Antonio Moreno
Omnichannel environments where customers shop online and offline at the same retailer are ubiquitous and are deployed by online-first and traditional retailers alike. We focus on the relatively understudied domain of online-first retailers and the engagement of a key... View Details
Keywords: Experience Attributes; Marketing–operations Interface; Omnichannel Retailing; Quasi-experimental Methods; Retail Operations; Showrooms; Marketing Channels; Demand and Consumers; Performance Efficiency; Retail Industry
Bell, David R., Santiago Gallino, and Antonio Moreno. "Offline Showrooms in Omni-channel Retail: Demand and Operational Benefits." Management Science 64, no. 4 (April 2018): 1629–1651. (Winner of the 2014 POMS Applied Research Challenge. Workshop on Information Systems Economics Overall Best Paper Award 2014.)
- 05 Jul 2006
- Working Paper Summaries
Measuring Consumer and Competitive Impact with Elasticity Decompositions
- November 2007
- Article
Measuring Consumer and Competitive Impact with Elasticity Decompositions
Marketing investments are designed to change consumer behavior in ways that help goods compete in the marketplace. Previous research has focused on using elasticity decompositions to measure how these investments affect either consumer decision making or competing... View Details
Keywords: Decision Choices and Conditions; Investment Return; Marketing Strategy; Consumer Behavior; Measurement and Metrics; Mathematical Methods; Competitive Advantage
Steenburgh, Thomas J. "Measuring Consumer and Competitive Impact with Elasticity Decompositions." Journal of Marketing Research (JMR) 44, no. 4 (November 2007): 636–646.
- August 2022
- Article
What Makes a Good Image? Airbnb Demand Analytics Leveraging Interpretable Image Features
By: Shunyuan Zhang, Dokyun Lee, Param Vir Singh and Kannan Srinivasan
We study how Airbnb property demand changed after the acquisition of verified images (taken by Airbnb’s photographers) and explore what makes a good image for an Airbnb property. Using deep learning and difference-in-difference analyses on an Airbnb panel dataset... View Details
Keywords: Sharing Economy; Airbnb; Property Demand; Computer Vision; Deep Learning; Image Feature Extraction; Content Engineering; Property; Marketing; Demand and Consumers
Zhang, Shunyuan, Dokyun Lee, Param Vir Singh, and Kannan Srinivasan. "What Makes a Good Image? Airbnb Demand Analytics Leveraging Interpretable Image Features." Management Science 68, no. 8 (August 2022): 5644–5666.