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  • All HBS Web  (8,891)
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    • News  (1,755)
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  • 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.)
  • 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.)
  • 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.
  • 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.
  • Article

Consumer Behavior, Retailer Power and Performance in Consumer Goods Industries

By: M. E. Porter
Keywords: Consumer Behavior; Performance; Goods and Commodities; Supply and Industry; Consumer Products Industry
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Porter, M. E. "Consumer Behavior, Retailer Power and Performance in Consumer Goods Industries." Review of Economics and Statistics 56, no. 4 (November 1974): 419–436.
  • 26 Nov 2018
  • Working Paper Summaries

Demand Estimation in Models of Imperfect Competition

Keywords: by Alexander MacKay and Nathan H. Miller
  • 05 Jul 2006
  • Working Paper Summaries

Measuring Consumer and Competitive Impact with Elasticity Decompositions

Keywords: by Thomas J. Steenburgh; Advertising
  • 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
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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
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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.
  • 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
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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.)
  • 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.
  • 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.)
  • 2025
  • Working Paper

Climate Risk and the U.S. Insurance Gap: Measurement, Drivers and Implications

By: Parinitha Sastry, Tess Scharlemann, Ishita Sen and Ana-Maria Tenekedjieva
In a world with rising risk, how much are U.S. households willing to pay for homeowners insurance, and what does their demand imply for the future of insurance markets? We provide the first estimates of household willingness to pay for homeowners insurance and the... View Details
Keywords: Climate Change; Risk and Uncertainty; Insurance; Personal Finance; Consumer Behavior; Mortgages
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Sastry, Parinitha, Tess Scharlemann, Ishita Sen, and Ana-Maria Tenekedjieva. "The Limits of Insurance Demand and the Growing Protection Gap." Harvard Business School Working Paper, No. 25-054, February 2025.
  • 31 May 2007
  • Working Paper Summaries

Extremeness Seeking: When and Why Consumers Prefer the Extremes

Keywords: by John T. Gourville & Dilip Soman
  • March 1991
  • Case

Kodak and Polaroid: Consumer Compensation

By: John A. Quelch
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Quelch, John A. "Kodak and Polaroid: Consumer Compensation." Harvard Business School Case 591-015, March 1991.
  • December 1989
  • Article

Situational Ethnicity and Consumer Behavior

By: D. M. Stayman and Rohit Deshpandé
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Deshpandé, Rohit, and D. M. Stayman. "Situational Ethnicity and Consumer Behavior." Journal of Consumer Research 16, no. 3 (December 1989): 361–371.
  • Article

Physician-Induced Demand for Medical Care

By: Jerry R. Green
This paper addresses the theoretical models designed to ascertain the existence of a variable level of physicians' activity in shifting the demand of their patients. Two basic approaches are followed: equilibrium models of the demand for health care, and disequilibrium... View Details
Keywords: Physicians; Economic Equilibrium; Monopolistic Competition; Economic Competition; Medical Care
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Green, Jerry R. "Physician-Induced Demand for Medical Care." Special Issue on National Bureau of Economic Research Conference on the Economics of Physician and Patient Behavior. Journal of Human Resources 13, Suppl. (1978).
  • Research Summary

Estimating Demand Uncertainty Using Judgmental Forecasts

Measuring demand uncertainty is a key activity in supply chain planning, but is difficult when demand history is unavailable such as for new products. One method that can be applied in such cases uses dispersion among forecasting experts as a measure of demand... View Details
  • 2001
  • Other Unpublished Work

Intermedia Substitutability and Market Demand by National Advertisers

By: Alvin J. Silk, Lisa R. Klein and Ernst R. Berndt
Keywords: Advertising; Media; Demand and Consumers; Advertising Industry
Citation
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Silk, Alvin J., Lisa R. Klein, and Ernst R. Berndt. "Intermedia Substitutability and Market Demand by National Advertisers." NBER Working Paper Series, December 2001.
  • Article

Unraveling Results from Comparable Demand and Supply: An Experimental Investigation

By: Muriel Niederle, Alvin E. Roth and M. Utku Ünver
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: Two-side Matching; Unraveling; Experiments; Market Design
Citation
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Niederle, Muriel, Alvin E. Roth, and M. Utku Ünver. "Unraveling Results from Comparable Demand and Supply: An Experimental Investigation." Games 4, no. 2 (June 2013): 243–282. (Special Issue on Games and Matching Markets.)
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