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Publications

Publications

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      • Faculty Publications  (392)

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      • 2011
      • Working Paper

      Discretion Within the Constraints of Opportunity: Gender Homophily and Structure in a Formal Organization

      By: Adam M. Kleinbaum, Toby E. Stuart and Michael L. Tushman
      Homophily in social relations is widely documented. We know that homophily results from both individual preferences and uneven opportunities for interaction, but how these two mechanisms interact in formal organizations is not well understood. We argue that... View Details
      Keywords: Interactive Communication; Analytics and Data Science; Organizational Structure; Partners and Partnerships; Behavior; Internet and the Web; Theory; Information Technology Industry
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      Kleinbaum, Adam M., Toby E. Stuart, and Michael L. Tushman. "Discretion Within the Constraints of Opportunity: Gender Homophily and Structure in a Formal Organization." Harvard Business School Working Paper, No. 12-050, December 2011.
      • 2013
      • Working Paper

      Span of Control and Span of Attention

      By: Oriana Bandiera, Andrea Prat, Raffaella Sadun and Julie Wulf
      Using novel data on CEO time use, we document the relationship between the size and composition of the executive team and the attention of the CEO. We combine information about CEO span of control for a sample of 65 companies with detailed data on how CEOs allocate... View Details
      Keywords: Conferences; Analytics and Data Science; Leadership Style; Management Style; Managerial Roles; Time Management; Planning
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      Bandiera, Oriana, Andrea Prat, Raffaella Sadun, and Julie Wulf. "Span of Control and Span of Attention." Harvard Business School Working Paper, No. 12-053, December 2011. (Revised April 2014.)
      • October 2011
      • Article

      The Surprising Power of Age-Dependent Taxes

      By: Matthew C. Weinzierl
      This article provides a new, empirically driven application of the dynamic Mirrleesian framework by studying a feasible and potentially powerful tax reform: age-dependent labor income taxation. I show analytically how age dependence improves policy on both the... View Details
      Keywords: Taxation; Policy; Age; Income; Mathematical Methods; Welfare; United States
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      Weinzierl, Matthew C. "The Surprising Power of Age-Dependent Taxes." Review of Economic Studies 78, no. 4 (October 2011): 1490–1518. (Also Harvard Business School Working Paper, No. 11-114, May 2011.)
      • Article

      Market Interest in Nonfinancial Information

      By: R. G. Eccles, Michael P. Krzus and George Serafeim
      Market interest in nonfinancial (e.g., Environmental, Social, and Governance [ESG]) information, including data produced by the Carbon Disclosure Project (CDP), is growing. Using data from Bloomberg we analyze this interest from a variety of different perspectives, and... View Details
      Keywords: Markets; Analytics and Data Science; Perspective; Environmental Sustainability; Social Issues; Corporate Disclosure; Projects; Interests
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      Eccles, R. G., Michael P. Krzus, and George Serafeim. "Market Interest in Nonfinancial Information." Journal of Applied Corporate Finance 23, no. 4 (Fall 2011): 113–127.
      • 2012
      • Book

      The Culture Cycle: How to Shape the Unseen Force That Transforms Performance

      By: James Heskett
      The contribution of culture to organizational performance is both substantial and quantifiable. This book presents the results of field research that demonstrates how an effective culture can account for up to half of the differential in performance between... View Details
      Keywords: Customer Focus and Relationships; Learning; Framework; Policy; Retention; Books; Analytics and Data Science; Innovation and Invention; Management Practices and Processes; Organizational Culture; Performance Expectations; Research
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      Heskett, James. The Culture Cycle: How to Shape the Unseen Force That Transforms Performance. Upper Saddle River, NJ: FT Press, 2012.
      • July – August 2011
      • Article

      Foundations of Organizational Trust: What Matters to Different Stakeholders?

      By: Michael Pirson and Deepak Malhotra
      Prior research on organizational trust has not rigorously examined the context specificity of trust nor distinguished between the potentially varying dimensions along which different stakeholders base their trust. As a result, dominant conceptualizations of... View Details
      Keywords: Trust; Competency and Skills; Forecasting and Prediction; Ethics; Framework; Analytics and Data Science; Surveys; Organizations; Business and Stakeholder Relations; Identity; Perspective
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      Pirson, Michael, and Deepak Malhotra. "Foundations of Organizational Trust: What Matters to Different Stakeholders?" Organization Science 22, no. 4 (July–August 2011): 1087–1104.
      • April 2011 (Revised June 2011)
      • Case

      Internet Securities, Inc.: Path to Sustainability

      By: Lynda M. Applegate, William R. Kerr and Ryan Johnson
      Founded in 1994 when the Internet was still a "toy for techies," the case is set in 1998 when Internet IPOs were red-hot. Internet Securities provides hard-to-find financial, business, economic, and political information on emerging markets. Information from over 600... View Details
      Keywords: Acquisition; Business Model; Business Startups; Decision Choices and Conditions; Venture Capital; Cash Flow; Initial Public Offering; Analytics and Data Science; Growth and Development Strategy; Valuation
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      Applegate, Lynda M., William R. Kerr, and Ryan Johnson. "Internet Securities, Inc.: Path to Sustainability." Harvard Business School Case 811-098, April 2011. (Revised June 2011.)
      • February 2011 (Revised November 2011)
      • Supplement

      Berkshire Partners: Bidding for Carter's (CW)

      By: Malcolm P. Baker and David Lane
      Supplemental data on comparable companies to Burger King including both public companies and similar transactions. View Details
      Keywords: Leveraged Buyouts; Analytics and Data Science; Bids and Bidding; Financial Services Industry
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      Baker, Malcolm P., and David Lane. "Berkshire Partners: Bidding for Carter's (CW)." Harvard Business School Spreadsheet Supplement 211-709, February 2011. (Revised November 2011.)
      • February 2011
      • Supplement

      Dataset for "Slots, Tables, and All That Jazz: Managing Customer Profitability at the MGM Grand Hotel" (CW)

      By: Dennis Campbell and Francisco de Asis Martinez-Jerez
      Datasets of gaming and hotel customers to perform analysis for the case. View Details
      Keywords: Analytics and Data Science; Games, Gaming, and Gambling; Las Vegas
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      Campbell, Dennis, and Francisco de Asis Martinez-Jerez. Dataset for "Slots, Tables, and All That Jazz: Managing Customer Profitability at the MGM Grand Hotel" (CW). Harvard Business School Spreadsheet Supplement 111-711, February 2011.
      • 2011
      • Chapter

      Regional Trade Integration and Multinational Firm Strategies

      By: Pol Antras and C. Fritz Foley
      This paper analyzes the effects of the formation of a regional trade agreement on the level and nature of multinational firm activity. We examine aggregate data that captures the response of U.S. multinational firms to the formation of the ASEAN free trade agreement.... View Details
      Keywords: Forecasting and Prediction; Trade; Foreign Direct Investment; Multinational Firms and Management; Globalized Markets and Industries; Analytics and Data Science; Agreements and Arrangements; United States
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      Antras, Pol, and C. Fritz Foley. "Regional Trade Integration and Multinational Firm Strategies." In Costs and Benefits of Regional Economic Integration in Asia, edited by Robert J. Barro and Jong-Wha Lee. Oxford University Press, 2011.
      • December 2010
      • Background Note

      Risk and Reward in Venture Capital

      By: William A. Sahlman
      This note describes the payoff structure of investment in individual venture capital–backed companies and in venture capital portfolios. Venture Capital investments are characterized by high failure rate (0ver 50%) and a small number of given successes (greater than... View Details
      Keywords: Capital Markets; Venture Capital; Investment Return; Investment Portfolio; Analytics and Data Science; Failure; Performance; Information Technology
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      Sahlman, William A. "Risk and Reward in Venture Capital." Harvard Business School Background Note 811-036, December 2010.
      • September 2010
      • Article

      Do Inventory and Gross Margin Data Improve Sales Forecasts for U.S. Public Retailers?

      By: Saravanan Kesavan, Vishal Gaur and Ananth Raman
      Firm-level sales forecasts for retailers can be improved if we incorporate cost of goods sold, inventory, and gross margin (defined here as the ratio of sales to cost of goods sold) as three endogenous variables. We construct a simultaneous equations model, estimated... View Details
      Keywords: Sales; Forecasting and Prediction; Distribution; Goods and Commodities; Cost; Public Sector; Profit; Mathematical Methods; Analytics and Data Science; Retail Industry; United States
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      Kesavan, Saravanan, Vishal Gaur, and Ananth Raman. "Do Inventory and Gross Margin Data Improve Sales Forecasts for U.S. Public Retailers?" Management Science 56, no. 9 (September 2010): 1519–1533.
      • 2010
      • Book

      The New Science of Retailing: How Analytics Are Transforming the Supply Chain and Improving Performance

      By: Marshall Fisher and Ananth Raman
      Retailers today are drowning in data but lacking in insight: They have huge volumes of information at their disposal. But they're unsure of how to sort through it and use it to make smart decisions. The result? They're struggling with profit-sapping supply chain... View Details
      Keywords: Profit; Knowledge Use and Leverage; Logistics; Supply Chain Management; Mathematical Methods; Retail Industry
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      Fisher, Marshall, and Ananth Raman. The New Science of Retailing: How Analytics Are Transforming the Supply Chain and Improving Performance. Harvard Business Press, 2010.
      • 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.)
      • 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​.)
      • 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.
      • 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.)
      • 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.)
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