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      • Faculty Publications  (448)

      Data ScienceRemove Data Science →

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      • June 2010
      • Article

      What Causes Industry Agglomeration? Evidence from Coagglomeration Patterns

      By: Glenn Ellison, Edward Glaeser and William R. Kerr
      Why do firms cluster near one another? We test Marshall's theories of industrial agglomeration by examining which industries locate near one another, or coagglomerate. We construct pairwise coagglomeration indices for US manufacturing industries from the Economic... View Details
      Keywords: Production; Economics; Industry Clusters; Analytics and Data Science; Labor; Theory; Goods and Commodities; United States; United Kingdom
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      Ellison, Glenn, Edward Glaeser, and William R. Kerr. "What Causes Industry Agglomeration? Evidence from Coagglomeration Patterns." American Economic Review 100, no. 3 (June 2010): 1195–1213.
      • May 2010 (Revised May 2010)
      • Case

      Data.gov

      By: Karim R. Lakhani, Robert D. Austin and Yumi Yi
      This case presents the logic and execution underlying the launch of Data.gov, an instantiation of President Obama's initiative for transparency and open government. The process used by Vivek Kundra, the federal CIO, and his team to rapidly develop the website and to... View Details
      Keywords: Safety; Rights; Analytics and Data Science; Internet and the Web; Ethics; Cost vs Benefits; Innovation and Management; Information Management; Public Administration Industry; Information Industry; United States
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      Lakhani, Karim R., Robert D. Austin, and Yumi Yi. "Data.gov." Harvard Business School Case 610-075, May 2010. (Revised May 2010.)
      • May 2010
      • Article

      Modern Management: Good for the Environment or Just Hot Air?

      By: Nicholas Bloom, Christos Genakos, Ralf Martin and Raffaella Sadun
      We use an innovative methodology to measure management practices in over 300 manufacturing firms in the U.K. We then match this management data to production and energy usage information for establishments owned by these firms. We find that establishments in better... View Details
      Keywords: Energy Conservation; Management Practices and Processes; Performance Productivity; Environmental Sustainability; Pollutants; Manufacturing Industry; United Kingdom
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      Bloom, Nicholas, Christos Genakos, Ralf Martin, and Raffaella Sadun. "Modern Management: Good for the Environment or Just Hot Air?" Economic Journal 120, no. 544 (May 2010): 551–572.
      • Article

      Households' Willingness to Pay for 'Green' Goods: Evidence from Patagonia's Introduction of Organic Cotton Sportswear

      By: Ramon Casadesus-Masanell, Michael Crooke, Forest L. Reinhardt and Vishal Vasishth
      To shed light on individuals' willingness to pay for "green" goods (i.e., goods that are supposed to have lower adverse environmental impacts either in production or in use), we study data from the introduction by Patagonia, Inc., of organic cotton sportswear in the... View Details
      Keywords: Spending; Consumer Behavior; Environmental Sustainability; Consumer Products Industry
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      Casadesus-Masanell, Ramon, Michael Crooke, Forest L. Reinhardt, and Vishal Vasishth. "Households' Willingness to Pay for 'Green' Goods: Evidence from Patagonia's Introduction of Organic Cotton Sportswear." Journal of Economics & Management Strategy 18, no. 1 (Spring 2009): 203–233.
      • 2008
      • Working Paper

      Modern Management: Good for the Environment or Just Hot Air?

      By: Nicholas Bloom, Christos Genakos, Ralf Martin and Raffaella Sadun
      We use an innovative methodology to measure management practices in over 300 manufacturing firms in the UK. We then match this management data to production and energy usage information for establishments owned by these firms. We find that establishments in better... View Details
      Keywords: Energy Conservation; Management Practices and Processes; Performance Productivity; Environmental Sustainability; Pollutants; Manufacturing Industry; United Kingdom
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      Bloom, Nicholas, Christos Genakos, Ralf Martin, and Raffaella Sadun. "Modern Management: Good for the Environment or Just Hot Air?" NBER Working Paper Series, No. 14394, October 2008.
      • October 2008
      • Article

      Organizational Responses to Environmental Demands: Opening the Black Box

      By: Magali Delmas and Michael W. Toffel
      This paper combines new and old institutionalism to explain differences in organizational strategies. We propose that differences in the influence of corporate departments lead their facilities to prioritize different external pressures and thus adopt different... View Details
      Keywords: Environmental Sustainability; Management Practices and Processes; Decisions; Adoption
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      Delmas, Magali, and Michael W. Toffel. "Organizational Responses to Environmental Demands: Opening the Black Box." Strategic Management Journal 29, no. 10 (October 2008): 1027–1055.
      • August 2008
      • Article

      Economic Links and Predictable Returns

      By: Lauren Cohen and Andrea Frazzini
      This paper finds evidence of return predictability across economically linked firms. We test the hypothesis that in the presence of investors subject to attention constraints, stock prices do not promptly incorporate news about economically related firms, generating... View Details
      Keywords: Economics; Price; Assets; Analytics and Data Science; Customers; Stocks; Equity; Strategy; Investment Return; Forecasting and Prediction
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      Cohen, Lauren, and Andrea Frazzini. "Economic Links and Predictable Returns." Journal of Finance 63, no. 4 (August 2008). (Winner of Smith Breeden Prize for the Best Paper Published in the Journal of Finance in Asset Pricing (Distinguished Paper) 2008. Winner of Chicago Quantitative Alliance Academic Paper Competition. First Prize presented by Chicago Quantitative Alliance. Winner of BSI Gamma Foundation Research Grant presented by BSI Gamma Foundation​.)
      • June 2008 (Revised May 2017)
      • Case

      Cook Composites and Polymers Co.

      By: Deishin Lee, Michael W. Toffel and Rachel Gordon
      This case describes how a company improves resource efficiency and process quality in its manufacturing process by developing a waste by-product into a new product. The case describes how CCP cleans production equipment between batches using styrene, which becomes a... View Details
      Keywords: Innovation and Invention; Product Development; Business Processes; Performance Efficiency; Natural Environment; Wastes and Waste Processing; Pollutants; Environmental Sustainability; Chemical Industry; Manufacturing Industry
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      Lee, Deishin, Michael W. Toffel, and Rachel Gordon. "Cook Composites and Polymers Co." Harvard Business School Case 608-055, June 2008. (Revised May 2017.)
      • May 2008
      • Article

      Coerced Confessions: Self-Policing in the Shadow of the Regulator

      By: Jodi L. Short and Michael W. Toffel
      As part of a recent trend toward more cooperative relations between regulators and industry, novel government programs are encouraging firms to monitor their own regulatory compliance and voluntarily report their own violations. In this study, we examine how regulatory... View Details
      Keywords: Governance Compliance; Law Enforcement; Corporate Disclosure; Governing Rules, Regulations, and Reforms; Environmental Sustainability; Programs; Power and Influence; Organizations; Decisions; Business and Government Relations; United States
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      Short, Jodi L., and Michael W. Toffel. "Coerced Confessions: Self-Policing in the Shadow of the Regulator." Journal of Law, Economics & Organization 24, no. 1 (May 2008): 45–71.
      • April 2008
      • Article

      The Survey of Industrial R&D—Patent Database Link Project

      By: William R. Kerr and Shihe Fu
      This paper details the construction of a firm-year panel dataset combining the NBER Patent Dataset with the Survey of Industrial R&D conducted by the Census Bureau and National Science Foundation. The dataset constitutes a platform that offers an unprecedented view of... View Details
      Keywords: Analytics and Data Science; Patents; Surveys; Research and Development; Innovation and Invention; Performance Productivity; Projects; Management Practices and Processes; Management Analysis, Tools, and Techniques
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      Kerr, William R., and Shihe Fu. "The Survey of Industrial R&D—Patent Database Link Project." Journal of Technology Transfer 33, no. 2 (April 2008): 173–186.
      • December 2007
      • Article

      The Malleability of Environmentalism

      By: Kimberly A. Wade-Benzoni, Min Li, Leigh L. Thompson and Max Bazerman
      In this paper, we predict and find that self-perceptions of environmentalism are changed by subtle manipulations of context and, in turn, affect environmental behavior. In Study 1, we found that people exhibit greater positive assessments of their environmental... View Details
      Keywords: Research; Environmental Sustainability; Behavior; Cognition and Thinking; Identity; Perception; Personal Characteristics
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      Wade-Benzoni, Kimberly A., Min Li, Leigh L. Thompson, and Max Bazerman. "The Malleability of Environmentalism." Analyses of Social Issues and Public Policy 7, no. 1 (December 2007).
      • 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.)
      • September 2007 (Revised September 2008)
      • Case

      Buildings and Energy

      By: Forest L. Reinhardt and Nazli Uludere
      Presents data on opportunities to conserve energy in buildings, which account for about a third of all energy use. Encourages readers to think about the impediments to energy efficiency in the buildings sector and the ways in which entrepreneurs can profitably surmount... View Details
      Keywords: Buildings and Facilities; Energy Conservation; Construction; Entrepreneurship; Investment; Innovation and Invention; Performance Efficiency; Environmental Sustainability; Construction Industry
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      Reinhardt, Forest L., and Nazli Uludere. "Buildings and Energy." Harvard Business School Case 708-024, September 2007. (Revised September 2008.)
      • April 2006
      • Background Note

      Informing Service Management with Customer Data

      By: Frances X. Frei and Dennis Campbell
      Taught as the third module in a Harvard Business School course on Managing Service Operations. Explores the role of data analysis in ongoing service management. Describes how to realize the maximum amount of value from analyses and use this information in... View Details
      Keywords: Decision Making; Design; Analytics and Data Science; Service Operations; Mathematical Methods; Value
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      Frei, Frances X., and Dennis Campbell. "Informing Service Management with Customer Data." Harvard Business School Background Note 606-097, April 2006.
      • February 2006 (Revised March 2008)
      • Case

      ChoicePoint (A)

      By: Lynn S. Paine and Zack Phillips
      The CEO of ChoicePoint, a leading company in the rapidly growing U.S. personal data industry, must reexamine the company's business model after a serious breach of data security affecting some 145,000 U.S. citizens. He must decide on steps to strengthen data protection... View Details
      Keywords: Business Model; Safety; Rights; Analytics and Data Science; Ethics; Information Technology; Information Industry; United States
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      Paine, Lynn S., and Zack Phillips. "ChoicePoint (A)." Harvard Business School Case 306-001, February 2006. (Revised March 2008.)
      • February 2006
      • Article

      Do Stronger Intellectual Property Rights Increase International Technology Transfer? Empirical Evidence from U.S. Firm-Level Panel Data

      By: Lee G. Branstetter, Raymond Fisman and C. Fritz Foley
      Keywords: Intellectual Property; Rights; Information Technology; Information; Analytics and Data Science; United States
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      Branstetter, Lee G., Raymond Fisman, and C. Fritz Foley. "Do Stronger Intellectual Property Rights Increase International Technology Transfer? Empirical Evidence from U.S. Firm-Level Panel Data." Quarterly Journal of Economics 121, no. 1 (February 2006): 321–349.
      • Article

      Some Uses of Happiness Data in Economics

      By: Rafael Di Tella and Robert MacCulloch
      Keywords: Happiness; Analytics and Data Science; Economics
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      Di Tella, Rafael, and Robert MacCulloch. "Some Uses of Happiness Data in Economics." Journal of Economic Perspectives 20, no. 1 (Winter 2006): 25–46.
      • May 2005
      • Exercise

      Forecasting the Adoption of E-books

      By: Elie Ofek
      Gives students an opportunity to understand the challenges inherent in forecasting the diffusions of innovations. Provides data for forecasting the adoption of electronic books. Students are encouraged to use the Bass Model framework, while being cognizant of its... View Details
      Keywords: Forecasting and Prediction; Framework; Books; Analytics and Data Science; Product Launch; Internet and the Web; Technology Adoption
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      Ofek, Elie. "Forecasting the Adoption of E-books." Harvard Business School Exercise 505-063, May 2005.
      • August 2004 (Revised September 2005)
      • Case

      Canyon Ranch

      By: Lynda M. Applegate and Gabriele Piccoli
      How should Canyon Ranch leverage its uniqueness in the face of increasing competition and an entrenched customer definition of the firm? The firm is attempting to create demand for return visits and foster the customization and personalization of the Canyon Ranch... View Details
      Keywords: Customer Relationship Management; Information Technology; Growth and Development Strategy; Competitive Strategy; Experience and Expertise; Analytics and Data Science; Customization and Personalization
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      Applegate, Lynda M., and Gabriele Piccoli. "Canyon Ranch." Harvard Business School Case 805-027, August 2004. (Revised September 2005.)
      • July 2004 (Revised March 2006)
      • Case

      RosettaNet and ebXML: Betting on the Right eBusiness Standard

      By: F. Warren McFarlan and Veronika Belokhvostova
      A major enterprise software company must select which technologies to support, based on their long-term and short-term viability and benefits. The protagonist is involved in the release of the B2B integration component of major enterprise software whose purpose is to... View Details
      Keywords: Communication Technology; Customer Focus and Relationships; Markets; Standards; Science-Based Business; Situation or Environment; Applications and Software; Technology Adoption; Information Technology Industry
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      McFarlan, F. Warren, and Veronika Belokhvostova. "RosettaNet and ebXML: Betting on the Right eBusiness Standard." Harvard Business School Case 305-006, July 2004. (Revised March 2006.)
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