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  • All HBS Web  (1,969)
    • People  (1)
    • News  (198)
    • Research  (1,694)
    • Events  (14)
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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.
  • August 1995 (Revised January 1997)
  • Exercise

Consumer Behavior Exercise (C)

By: John A. Deighton and Susan M. Fournier
Students are instructed to interview a recent purchaser of a high-involvement/ego-expressive product or service in depth about his/her buying decision. The exercise provides students with first-hand understanding of important concepts in consumer choice domain (e.g.,... View Details
Keywords: Consumer Behavior
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Deighton, John A., and Susan M. Fournier. "Consumer Behavior Exercise (C)." Harvard Business School Exercise 596-041, August 1995. (Revised January 1997.)
  • 27 Sep 2018
  • Working Paper Summaries

Large-Scale Demand Estimation with Search Data

Keywords: by Tomomichi Amano, Andrew Rhodes, and Stephan Seiler; Retail
  • January 1983 (Revised September 1983)
  • Case

E.T. Phone Home, Inc.: Forecasting Business Demand

By: John F. Cady and Frank V. Cespedes
Describes a process for forecasting market demand for an emerging technology--cellular radio. The student must critically evaluate the demand model and the market estimates, and modify them as appropriate in order to develop a marketing plan and budget. View Details
Keywords: Budgets and Budgeting; Forecasting and Prediction; Marketing Strategy; Demand and Consumers; Business Processes; Technology
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Cady, John F., and Frank V. Cespedes. "E.T. Phone Home, Inc.: Forecasting Business Demand." Harvard Business School Case 583-121, January 1983. (Revised September 1983.)
  • 24 Jul 2019
  • Blog Post

Data-Driven and in Demand

on Netflix to personalized healthcare.” As for kicking off her new career post HBS, Ho is excited to be a part of the booming AI revolution that provides not only innumerable consumer benefits, competitive advantage, and efficiency gains... View Details
  • August 1995 (Revised January 1997)
  • Exercise

Consumer Behavior Exercise (A)

By: John A. Deighton and Susan M. Fournier
Students are instructed to interview a recent purchaser of a low-involvement product or service in depth about his/her buying decision. The exercise provides students with first-hand understanding of important concepts in consumer choice domain (e.g., stages in the... View Details
Keywords: Consumer Behavior
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Deighton, John A., and Susan M. Fournier. "Consumer Behavior Exercise (A)." Harvard Business School Exercise 596-039, August 1995. (Revised January 1997.)
  • August 1995 (Revised January 1997)
  • Exercise

Consumer Behavior Exercise (B)

By: John A. Deighton and Susan M. Fournier
Students are instructed to interview a recent purchaser of a high-involvement/utilitarian product or service in depth about his/her buying decision. The exercise provides students with first-hand understanding of important concepts in consumer choice domain (e.g.,... View Details
Keywords: Consumer Behavior
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Deighton, John A., and Susan M. Fournier. "Consumer Behavior Exercise (B)." Harvard Business School Exercise 596-040, August 1995. (Revised January 1997.)
  • 18 Jul 2023
  • Research & Ideas

Will Global Demand for Oil Peak This Decade?

Is the globe’s thirst for oil finally topping out? A major international energy watcher says yes, predicting last month that demand for global oil for transport will peak around 2026, plateau for all uses by 2028, and possibly hit a zenith by the end of the decade.... View Details
Keywords: by Alvin Powell, Harvard Gazette; Energy; Industrial Products; Auto; Green Technology
  • 10 Jun 2022
  • News

Consumer Responses to Corporate Bankruptcy

  • January 2014
  • Technical Note

Learning From Extreme Consumers

By: Jill Avery and Michael Norton
Traditional market research methods focus on understanding the average experiences of average consumers. This focus leads to gaps in our knowledge of consumer behavior and often fails to uncover insights that can drive revolutionary, rather than evolutionary... View Details
Keywords: Market Research; Ethnography; Design Thinking; Innovation; New Product Development; Research; Marketing; Consumer Behavior; Innovation and Invention
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Avery, Jill, and Michael Norton. "Learning From Extreme Consumers." Harvard Business School Technical Note 314-086, January 2014.
  • 06 Apr 2009
  • Research & Ideas

Cheers to the American Consumer

identifying the Joneses like you. Immigration. The prevalence of immigrants among America's successful entrepreneurs is well documented. But the same curiosity and openness to new things also characterizes consumer View Details
Keywords: by John Quelch
  • 20 Sep 2004
  • Research & Ideas

How Consumers Value Global Brands

forgiven Shell for what they [did] with that oil rig." An Australian argued: "McDonald's pays back locally, but it is their duty. They are making so much money, they should be giving back." The playing field isn't level; View Details
Keywords: by Douglas B. Holt, John A. Quelch & Earl L. Taylor
  • March 1999 (Revised December 2001)
  • Background Note

Analyzing Consumer Perceptions

By: Robert J. Dolan
Describes the perceptual mapping techniques in a non-technical fashion. The procedure is useful for the depiction of the structure of the market. Discusses alternative methods, presents examples of each, and shows how the maps can be used in marketing decision making. View Details
Keywords: Industry Structures; Marketing Strategy; Consumer Behavior
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Dolan, Robert J. "Analyzing Consumer Perceptions." Harvard Business School Background Note 599-110, March 1999. (Revised December 2001.)
  • April 2010
  • Supplement

Metabical: Pricing, Packaging, and Demand Forecasting Recommendations for a New Weight Loss Drug, Faculty Spreadsheet (Brief Case)

By: John A. Quelch and Heather Beckham
Keywords: Return On Investment; Forecasting; Pricing Policies; Demand Planning; Demand and Consumers; Price; Forecasting and Prediction; Investment Return
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Quelch, John A., and Heather Beckham. "Metabical: Pricing, Packaging, and Demand Forecasting Recommendations for a New Weight Loss Drug, Faculty Spreadsheet (Brief Case)." Harvard Business School Spreadsheet Supplement 104-187, April 2010.
  • December 2020
  • Article

Consumer Reactance to Promotional Favors

By: Marco Bertini and Aylin Aydinli
Promotional favors are an increasingly popular but seldom researched form of price promotion where the receipt of the saving by consumers depends on an action on their part that is nonmonetary in nature, such as completing a questionnaire, posting a review, or making a... View Details
Keywords: Promotional Favors; Conditional Discounts; Psychological Reactance; Price Promotions; Pricing; Marketing; Price; Consumer Behavior
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Bertini, Marco, and Aylin Aydinli. "Consumer Reactance to Promotional Favors." Journal of Retailing 96, no. 4 (December 2020): 578–589.
  • 10 May 2019
  • Working Paper Summaries

Consumer Inertia and Market Power

Keywords: by Alexander MacKay and Marc Remer
  • 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.)
  • 05 May 2008
  • Research & Ideas

Connecting with Consumers Using Deep Metaphors

authors of Marketing Metaphoria: What Deep Metaphors Reveal about the Minds of Consumers (HBS Press, 2008). Transformation is just one metaphor that finds expression in products that satisfy deeply held View Details
Keywords: by Martha Lagace; Consumer Products
  • 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.
  • April 2010
  • Supplement

Metabical: Pricing, Packaging, and Demand Forecasting Recommendations for a New Weight Loss Drug, Spreadsheet Supplement (Brief Case)

By: John A. Quelch and Heather Beckham
Keywords: Return On Investment; Forecasting; Pricing Policies; Demand Planning; Demand and Consumers; Price; Forecasting and Prediction; Investment Return
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Quelch, John A., and Heather Beckham. "Metabical: Pricing, Packaging, and Demand Forecasting Recommendations for a New Weight Loss Drug, Spreadsheet Supplement (Brief Case)." Harvard Business School Spreadsheet Supplement 104-186, April 2010.
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