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  • All HBS Web  (8,607)
    • People  (21)
    • News  (1,755)
    • Research  (5,674)
    • Events  (73)
    • Multimedia  (77)
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  • 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.
  • 05 Jul 2006
  • Working Paper Summaries

Measuring Consumer and Competitive Impact with Elasticity Decompositions

Keywords: by Thomas J. Steenburgh; Advertising
  • 2000
  • Working Paper

Estimating Retail Demand and Lost Sales

By: Ananth Raman and Giulio Zotteri
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Raman, Ananth, and Giulio Zotteri. "Estimating Retail Demand and Lost Sales." Harvard Business School Working Paper, No. 01-006, August 2000.
  • Article

Shorting Demand and Predictability of Returns

By: Lauren Cohen, Karl B. Diether and Christopher J. Malloy
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Cohen, Lauren, Karl B. Diether, and Christopher J. Malloy. "Shorting Demand and Predictability of Returns." Journal of Investment Management 7, no. 1 (First Quarter 2009): 36–52.
  • 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
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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.)
  • July 2011 (Revised January 2012)
  • Teaching Note

Demand Media (TN)

By: John Deighton and Leora Kornfeld
Teaching Note for 512021. View Details
Keywords: Internet and the Web; Media; Society; Transformation; Digital Marketing; Business Model; Initial Public Offering; Customers; Behavior; Value; Information Technology Industry; California
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Deighton, John, and Leora Kornfeld. "Demand Media (TN)." Harvard Business School Teaching Note 512-021, July 2011. (Revised January 2012.)
  • 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
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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.
  • September 2010 (Revised December 2010)
  • Case

Santander Consumer Finance

By: J. Gunnar Trumbull, Elena Corsi and Andrew Barron
A Spanish company has to decide if they should expand into the fragmented European consumer finance market and has to make important organizational strategy decisions in the midst of the world economic downturn that followed the 2007 U.S. credit crunch. Since 2002, the... View Details
Keywords: Borrowing and Debt; Financial Markets; International Finance; Personal Finance; Consolidation; Corporate Strategy; Expansion; Financial Services Industry; European Union; Spain
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Trumbull, J. Gunnar, Elena Corsi, and Andrew Barron. "Santander Consumer Finance." Harvard Business School Case 711-015, September 2010. (Revised December 2010.)
  • 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
Citation
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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.
  • 2014
  • Book

Consumer Lending in France and America: Credit and Welfare

By: Gunnar Trumbull
Why did America embrace consumer credit over the course of the twentieth century, when most other countries did not? How did American policy makers by the late twentieth century come to believe that more credit would make even poor families better off? This book traces... View Details
Keywords: Attitudes; Credit; France; United States
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Trumbull, Gunnar. Consumer Lending in France and America: Credit and Welfare. New York: Cambridge University Press, 2014.
  • 02 Nov 2010
  • News

The Demand Economy

  • 2022
  • Working Paper

Human-Computer Interactions in Demand Forecasting and Labor Scheduling Decisions

By: Caleb Kwon, Ananth Raman and Jorge Tamayo
We empirically analyze how managerial overrides to a commercial algorithm that forecasts demand and schedules labor affect store performance. We analyze administrative data from a large grocery retailer that utilizes a commercial algorithm to forecast demand and... View Details
Keywords: Employees; Human Capital; Performance; Applications and Software; Management Skills; Management Practices and Processes; Retail Industry
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Kwon, Caleb, Ananth Raman, and Jorge Tamayo. "Human-Computer Interactions in Demand Forecasting and Labor Scheduling Decisions." Working Paper, December 2022. (R&R Management Science.)
  • 05 Jun 2019
  • Working Paper Summaries

How Transparency into Internal and External Responsibility Initiatives Influences Consumer Choice

Keywords: by Ryan W. Buell and Basak Kalkanci
  • 2021
  • Working Paper

Demand Learning and Pricing for Varying Assortments

By: Kris Ferreira and Emily Mower
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Ferreira, Kris, and Emily Mower. "Demand Learning and Pricing for Varying Assortments." Working Paper, April 2021.
  • 2010
  • Working Paper

Unraveling Results from Comparable Demand and Supply: An Experimental Investigation

By: Muriel Niederle, Alvin E. Roth and M. Utku Unver
Markets sometimes unravel, with offers becoming inefficiently early. Often this is attributed to competition arising from an imbalance of demand and supply, typically excess demand for workers. However this presents a puzzle, since unraveling can only occur when firms... View Details
Keywords: Labor; Marketplace Matching; Quality; Competition; Balance and Stability
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Niederle, Muriel, Alvin E. Roth, and M. Utku Unver. "Unraveling Results from Comparable Demand and Supply: An Experimental Investigation." Harvard Business School Working Paper, No. 10-095, May 2010.

    Offline Showrooms in Omni-channel Retail: Demand and Operational Benefits

    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... View Details
    • 2009
    • Working Paper

    Unraveling Results from Comparable Demand and Supply: An Experimental Investigation

    By: Muriel Niederle, Alvin E. Roth and M. Utku Unver
    Markets sometimes unravel, with offers becoming inefficiently early. Often this is attributed to competition arising from an imbalance of demand and supply, typically excess demand for workers. However this presents a puzzle, since unraveling can only occur when firms... View Details
    Keywords: Labor; Marketplace Matching; Quality; Competition; Balance and Stability
    Citation
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    Niederle, Muriel, Alvin E. Roth, and M. Utku Unver. "Unraveling Results from Comparable Demand and Supply: An Experimental Investigation." NBER Working Paper Series, No. 15006, May 2009.
    • 2006
    • Chapter

    Corruption and the Demand for Regulating Capitalists

    By: Rafael Di Tella and Robert MacCulloch
    Keywords: Crime and Corruption; Governing Rules, Regulations, and Reforms; Economic Systems
    Citation
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    Di Tella, Rafael, and Robert MacCulloch. "Corruption and the Demand for Regulating Capitalists." Chap. 12 in International Handbook on the Economics of Corruption, edited by Susan Rose-Ackerman, 352–380. Edward Elgar Publishing, 2006.
    • Winter 2016
    • Article

    Analytics for an Online Retailer: Demand Forecasting and Price Optimization

    By: Kris J. Ferreira, Bin Hong Alex Lee and David Simchi-Levi
    We present our work with an online retailer, Rue La La, as an example of how a retailer can use its wealth of data to optimize pricing decisions on a daily basis. Rue La La is in the online fashion sample sales industry, where they offer extremely limited-time... View Details
    Keywords: Internet and the Web; Price; Forecasting and Prediction; Revenue; Sales; Retail Industry
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    Ferreira, Kris J., Bin Hong Alex Lee, and David Simchi-Levi. "Analytics for an Online Retailer: Demand Forecasting and Price Optimization." Manufacturing & Service Operations Management 18, no. 1 (Winter 2016): 69–88.
    • 1990
    • Chapter

    Chartists, Fundamentalists, and the Demand for Dollars

    By: Jeffrey A. Frankel and Kenneth A. Froot
    Keywords: Currencies; Exchange Rates; International Macroeconomics; Monetary Policy; Currency Controls; Fixed Exchange Rates; Floating Exchange Rates; Currency Bands; Currency Zones; Currency Areas; Rational Expectations; Currency Exchange Rate; Asset Pricing; Macroeconomics
    Citation
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    Frankel, Jeffrey A., and Kenneth A. Froot. "Chartists, Fundamentalists, and the Demand for Dollars." In Private Behaviour and Government Policy in Interdependent Economies, edited by Anthony Courakis and Mark Taylor, 73–128. Oxford: Clarendon Press, 1990. (Reprinted in Greek Economic Review 10 (June 1988): 49-102; and translated in Cuadernos Economicos de ICE, No. 38 (1988): 195-242.)
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