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  • February 2021
  • Case

Drizly: Managing Supply and Demand through Disruption

By: Kris Ferreira
It was April 6th, 2020, and the management team at Drizly—an online alcohol marketplace where consumers could browse and purchase alcohol from local liquor retail stores via Drizly’s app for immediate home delivery—were thrilled to see record-breaking sales from the... View Details
Keywords: COVID-19 Pandemic; Demand and Consumers; Growth and Development; Customer Focus and Relationships; Customer Value and Value Chain; Customer Satisfaction; Goals and Objectives; Supply Chain Management
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Ferreira, Kris. "Drizly: Managing Supply and Demand through Disruption." Harvard Business School Case 621-097, February 2021.
  • Research Summary

Dynamic Demand Estimation in Platform and Two-Sided Markets

This paper develops techniques to structurally estimate consumer demand in general platform-intermediated and two-sided markets. By estimating both sides of the market simultaneously, the methodology presented here is able to (1) endogenize the utility of a platform as... View Details
  • 2015
  • Chapter

Consumer Neuroscience: Revealing Meaningful Relationships Between Brain and Consumer Behavior

By: Hilke Plassmann and Uma R. Karmarkar
The goal of this chapter is to give an overview of the nascent field of consumer neuroscience and discuss when and how it is useful to integrate the "black box" of the consumer's brain into consumer psychology. To reach this goal, we first briefly outline several... View Details
Keywords: Consumer Behavior; Cognition and Thinking
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Plassmann, Hilke, and Uma R. Karmarkar. "Consumer Neuroscience: Revealing Meaningful Relationships Between Brain and Consumer Behavior." Chap. 6 in The Cambridge Handbook of Consumer Psychology, edited by Michael I. Norton, Derek D. Rucker, and Cait Lamberton, 152–179. New York: Cambridge University Press, 2015.
  • 27 Sep 2018
  • Working Paper Summaries

Large-Scale Demand Estimation with Search Data

Keywords: by Tomomichi Amano, Andrew Rhodes, and Stephan Seiler; Retail
  • Research Summary

Creating and Consuming Brand Meaning

By: Jill J. Avery
This vibrant stream explores how managers build meaning into their brands through narrative stories, and nurture, leverage, and maintain meaning over time.  It also explores how consumers use this meaning embedded in brands to construct their identities and live their... View Details
  • Research Summary

Quality disclosure and consumer behavior

Professor Luca has investigated the relationship among quality disclosure, salience, and consumer behavior. He has found that when colleges are presented by rank in U.S. News & World Report, a one-rank improvement for an institution causes nearly a... View Details

  • March 1992
  • Background Note

Researching and Monitoring Consumer Markets

By: Robert J. Dolan
Describes the major research techniques for consumer goods new product development, i.e. pre-test markets and electronic purchase monitoring. Provides students with information on availability and utility of these services. View Details
Keywords: Demand and Consumers; Product Marketing; Product Development; Research
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Dolan, Robert J. "Researching and Monitoring Consumer Markets." Harvard Business School Background Note 592-088, March 1992.
  • May 25, 2016
  • Comment

How Consumers and Businesses are Reshaping Public Health

By: John A. Quelch
Healthcare and education are two issues in which citizens around the world, rich and poor, are passionately interested. It has long been appreciated that the way that a society treats its youngest and oldest members says much about its moral maturity. Economic... View Details
Keywords: Healthcare; Consumer Power; Innovation In Healthcare Delivery; Mobile Healthcare; Transition; Transformation; Trends; Customer Satisfaction; Customer Value and Value Chain; Health Care and Treatment; Information; Collaborative Innovation and Invention; Independent Innovation and Invention; Innovation and Management; Innovation Leadership; Management; Marketing; Markets; Planning; Problems and Challenges; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; South America; North and Central America; Middle East; Europe; Asia
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Quelch, John A. "How Consumers and Businesses are Reshaping Public Health." Harvard Business School Working Knowledge (May 25, 2016).
  • 2022
  • Working Paper

Consumer Reviews and Regulation: Evidence from NYC Restaurants

By: Chiara Farronato and Georgios Zervas
We investigate the informativeness of hygiene signals in online reviews, and their effect on consumer choice and restaurant hygiene. We first extract signals of hygiene from Yelp. Among all dimensions that regulators monitor through mandated restaurant inspections, we... View Details
Keywords: Restaurants; Reviews; Hygiene; Yelp; Regulation; Food; Governing Rules, Regulations, and Reforms; Consumer Behavior
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Farronato, Chiara, and Georgios Zervas. "Consumer Reviews and Regulation: Evidence from NYC Restaurants." NBER Working Paper Series, No. 29715, February 2022.
  • October 2007
  • Article

Supply and Demand Shifts in the Shorting Market

By: Lauren Cohen, Karl B. Diether and Christopher J. Malloy
Using proprietary data on stock loan fees and quantities from a large institutional investor, we examine the link between the shorting market and stock prices. Employing a unique identification strategy, we isolate shifts in the supply and demand for shorting. We find... View Details
Keywords: Analytics and Data Science; Stocks; Financing and Loans; Price; Strategy; Demand and Consumers; Forecasting and Prediction; Investment Return; Markets; Information
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Cohen, Lauren, Karl B. Diether, and Christopher J. Malloy. "Supply and Demand Shifts in the Shorting Market." Journal of Finance 62, no. 5 (October 2007): 2061–2096. (Winner of Smith Breeden Prize for the Best Paper Published in the Journal of Finance in Asset Pricing (Distinguished Paper) 2007.)
  • Research Summary

Consumer Decision Making and Behavioral Research

By: John T. Gourville

John Gourville’s research focuses on consumer behavior, especially in the areas of pricing and consumer decision making. In the area of pricing, for instance, he has looked at the role of time on how consumers interpret and react to product costs and prices.... View Details

  • June 2020
  • Case

Agile Consumer Product Innovation with Alibaba's Tmall Innovation Center

By: William R. Kerr, Daniel O'Connor and James Palano
Consumer products companies were beset by changes on all sides during the 2010s. Customers were increasingly turning to ecommerce platforms rather than shopping in-store. Meanwhile, nimble, digitally-savvy competitors were gaining market share by capitalizing on the... View Details
Keywords: Future Of Work; Retail; Ecommerce; Alibaba; Consumer Products; Innovation; Innovation and Invention; Product Development; Consumer Behavior; E-commerce; Consumer Products Industry; Retail Industry; China
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Kerr, William R., Daniel O'Connor, and James Palano. "Agile Consumer Product Innovation with Alibaba's Tmall Innovation Center." Harvard Business School Case 820-087, June 2020.
  • November 2018
  • Technical Note

Aggregate Demand and Aggregate Supply

By: Alberto Cavallo
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Cavallo, Alberto. "Aggregate Demand and Aggregate Supply." Harvard Business School Technical Note 719-032, November 2018.
  • 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
  • 2015
  • Chapter

Consuming Brands

By: Jill Avery and Anat Keinan
Traditional definitions of branding often underestimate the value a brand has for infusing a choice situation with meaning. This chapter explores how people consume brands and presents three perspectives on the meaning of brands that have diverse theoretical roots in... View Details
Keywords: Brand Building; Brand Management; Marketing; Brands and Branding
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Avery, Jill, and Anat Keinan. "Consuming Brands." Chap. 8 in The Cambridge Handbook of Consumer Psychology, edited by Michael I. Norton, Derek D. Rucker, and Cait Lamberton. New York: Cambridge University Press, 2015.
  • 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
Keywords: Consumer Choice; Consumer Behavior; Competition; Product Marketing
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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.
  • Research Summary

Relative Thinking and Consumer Choice

By: Joshua R. Schwartzstein

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

  • May 2004 (Revised July 2004)
  • Case

IBM On Demand Community

By: John A. Quelch
The vice-president of IBM Corporate Community Relations is developing the launch program for IBM On Demand Community, a suite of 140 technology tools designed to enable IBM employees to assist nonprofit community organizations and schools worldwide. View Details
Keywords: Nonprofit Organizations; Social Marketing; Computer Industry
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Quelch, John A. "IBM On Demand Community." Harvard Business School Case 504-103, May 2004. (Revised July 2004.)
  • 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
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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.
  • November 1979
  • Article

Hospitals, Consumers and Advertising

By: J. A. Quelch
Citation
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Quelch, J. A. "Hospitals, Consumers and Advertising." Journal of the Canadian Hospital Association 56, no. 11 (November 1979): 33–36. (Reprint.)
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