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  • All HBS Web  (25,978)
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    • News  (2,613)
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  • February 2025
  • Article

Estimating Models of Supply and Demand: Instruments and Covariance Restrictions

By: Alexander MacKay and Nathan H. Miller
We consider the identification of empirical models of supply and demand with imperfect competition. We show that a restriction on the covariance between unobserved demand and cost shocks can resolve endogeneity and identify the price parameter. We demonstrate how to... View Details
Keywords: Demand Estimation; Identification; Endogeneity Bias; Covariance Restrictions; Ordinary Least Squares; Instrumental Variables; Price; Demand and Consumers; Competition
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MacKay, Alexander, and Nathan H. Miller. "Estimating Models of Supply and Demand: Instruments and Covariance Restrictions." American Economic Journal: Microeconomics 71, no. 1 (February 2025): 238–281. (Direct download.)
  • Research Summary

Supply Chain Inventory Planning

My work studies management decision-making in demand and supply planning contexts with a focus on forecasting and inventory planning decisions.  I examine these decision-making processes from both a supply chain (i.e. across firm) and an... View Details

  • 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.)
  • Teaching Interest

Harvard Business Analytics Program: Operations and Supply Chain Management

By: Dennis Campbell
Digital technologies and data analytics are radically changing the operating model of an organization and how it connects to its broader supply chain and ecosystem. This course emphasizes managing product availability, especially in a context of rapid product... View Details
  • Research Summary

Engaging supply chains in climate change and sustainability issues

This research aims to develop a better understanding of the dynamics between supply chain partners in issues regarding climate change and sustainability.  I am particularly interested in better understanding factors that motivate suppliers to share climate change... View Details
  • 2009
  • Working Paper

Private Equity and Industry Performance

By: Josh Lerner
The growth of the private equity industry has spurred concerns about its potential impact on the economy more generally. This analysis looks across nations and industries to assess the impact of private equity on industry performance. Industries where PE funds have... View Details
Keywords: Private Equity; Investment; Common Law; Industry Growth; Performance Productivity; Europe; United Kingdom; United States
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Lerner, Josh. "Private Equity and Industry Performance." Harvard Business School Working Paper, No. 10-045, December 2009. (NBER Working Paper Series, No. 14861, April 2009.)
  • April 2017
  • Article

Private Equity and Industry Performance

By: Shai Bernstein, Josh Lerner, Morten Sorensen and Per Stromberg
The growth of the private equity industry has spurred concerns about its potential impact on the economy more generally. This analysis looks across nations and industries to assess the impact of private equity on industry performance. Industries where PE funds have... View Details
Keywords: Private Equity; Markets; Entrepreneurship; Performance; Economy
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Bernstein, Shai, Josh Lerner, Morten Sorensen, and Per Stromberg. "Private Equity and Industry Performance." Management Science 63, no. 4 (April 2017): 1198–1213.
  • January 2024
  • Case

U.S. Policy and Battery Supply Chains

By: Debora L. Spar, Julia Comeau and Amram Migdal
Keywords: Battery Industry; United States
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Spar, Debora L., Julia Comeau, and Amram Migdal. "U.S. Policy and Battery Supply Chains." Harvard Business School Case 324-073, January 2024.
  • September 1998
  • Case

Anheuser-Busch and the U.S. Brewing Industry

Presents an analytical report on the company's competitive position and on the industry structure in 1991. Used to show how a company can generate value through steady, incremental investment over a long period in a business model tailored to the industry context. Also... View Details
Keywords: Competition; Industry Structures; Growth and Development Strategy; Food and Beverage Industry; United States
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McGahan, Anita M. "Anheuser-Busch and the U.S. Brewing Industry." Harvard Business School Case 799-026, September 1998.
  • Research Summary

Pioneer- Entrepreneurship and Industry Emergence

This set of projects studies entrepreneurship in a creative industry-i.e. high-end fashion in India-with the main aim of understanding industry emergence and the role of pioneer-entrepreneurs.

Fashioning an Industry: How Entrepreneurs and Others... View Details

  • 13 Jan 2010
  • Working Paper Summaries

Private Equity and Industry Performance

Keywords: by Shai Bernstein, Josh Lerner, Morten Sørensen & Per Strömberg
  • 07 Jun 2004
  • Research & Ideas

What Drives Supply Chain Behavior?

To err is human, but most research on supply chain management doesn't take psychological, functional, incentive-related, and other biases into account. HBS professors Rogelio Oliva View Details
Keywords: by Sarah Jane Johnston
  • 28 Jun 2007
  • Working Paper Summaries

Alignment in Cross-Functional and Cross-Firm Supply Chain Planning

Keywords: by Santiago Kraiselburd & Noel Watson
  • March 1982 (Revised April 1989)
  • Background Note

Industrial Buyer Behavior

May be used as background material for courses in industrial marketing and industrial procurement. Surveys the economic, behavioral, and organizational influences that shape buying decision-making in corporations and other institutions. Also describes the kinds of... View Details
Keywords: Supply Chain; Marketing; Decision Making
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Corey, E. Raymond. "Industrial Buyer Behavior." Harvard Business School Background Note 582-117, March 1982. (Revised April 1989.)
  • March 2002 (Revised May 2003)
  • Case

Supply Chain Close-Up: The Video Vault

By: V.G. Narayanan and Lisa Brem
The owners of the Video Vault struggle to determine the optimal stocking levels of home videos in an industry fraught with new technology, new pricing paradigms, and stiff competitive pressure from large national chains. Teaching Purpose: To demonstrate the role of... View Details
Keywords: Supply Chain Management; Competition; Motivation and Incentives; Price; Technological Innovation; Service Delivery; Entertainment and Recreation Industry
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Narayanan, V.G., and Lisa Brem. "Supply Chain Close-Up: The Video Vault." Harvard Business School Case 102-070, March 2002. (Revised May 2003.)
  • May 2023 (Revised June 2023)
  • Case

Harvard University and Urban Mining Industries: Decarbonizing the Supply Chain

By: Shirley Lu and Robert S. Kaplan
The case describes Harvard University’s consideration to decarbonize its supply chain by replacing cement with a low-carbon substitute called Pozzotive®. Developed and produced by Urban Mining Industries, Pozzotive® is a ground-glass material made with post-consumer... View Details
Keywords: Carbon Emissions; Blockchain; Supply Chain; Green Technology; Climate Change; Environmental Sustainability
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Lu, Shirley, and Robert S. Kaplan. "Harvard University and Urban Mining Industries: Decarbonizing the Supply Chain." Harvard Business School Case 123-076, May 2023. (Revised June 2023.)
  • March 1988
  • Background Note

Machine Tool Industry and Industrial Policy--1955-82 (Condensed)

By: Norman A. Berg
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Berg, Norman A. "Machine Tool Industry and Industrial Policy--1955-82 (Condensed)." Harvard Business School Background Note 388-117, March 1988.
  • November 1984 (Revised March 1986)
  • Case

Hyundai Heavy Industries and the Shipbuilding Industry

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Anderson, Douglas D. "Hyundai Heavy Industries and the Shipbuilding Industry." Harvard Business School Case 385-212, November 1984. (Revised March 1986.)
  • 1988
  • Chapter

The Machine Tool Industry and Industrial Policy 1955-82

By: David J. Collis
Keywords: Machinery and Machining; Policy; Manufacturing Industry
Citation
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Collis, David J. "The Machine Tool Industry and Industrial Policy 1955-82." In International Competitiveness, edited by A. Michael Spence and Heather A Hazard, 75–114. Cambridge, MA: Ballinger Publishing Company, 1988.
  • 09 Nov 2017
  • Working Paper Summaries

Intermediation in the Supply of Agricultural Products in Developing Economies

Keywords: by Kris Johnson Ferreira, Joel Goh, and Ehsan Valavi
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