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    • All HBS Web  (1,991)
      • Faculty Publications  (523)

      Analytics and Data ScienceRemove Analytics and Data Science →

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      • June 2012
      • Article

      A Reexamination of Tunneling and Business Groups: New Data and New Methods

      By: Jordan I. Siegel and Prithwiraj Choudhury
      One of the most rigorous methodologies in the corporate governance literature uses firms' reactions to industry shocks to characterize the quality of governance. This methodology can produce the wrong answer unless one considers the ways firms compete. Because... View Details
      Keywords: Corporate Governance; Mergers And Acquisitions; Business Economics; Firm Organization; Firm Performance; Groups and Teams; Analytics and Data Science
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      Siegel, Jordan I., and Prithwiraj Choudhury. "A Reexamination of Tunneling and Business Groups: New Data and New Methods." Review of Financial Studies 25, no. 6 (June 2012): 1763–1798.
      • April 2012
      • Case

      Renesas Electronics and the Automotive Microcontroller Supply Chain (A)

      By: Willy Shih and Margaret Pierson
      The magnitude 9.0 earthquake that struck Japan in March 2011 caused extensive damage to Renesas Electronics wafer fabrication facility, a critical link in the global automotive supply chain. Many OEMs sole-sourced customized microprocessors from the fab, so its... View Details
      Keywords: Natural Disasters; Crisis Management; Supply Chain Management; Production; Strategy; Semiconductor Industry; Auto Industry; Japan
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      Shih, Willy, and Margaret Pierson. "Renesas Electronics and the Automotive Microcontroller Supply Chain (A)." Harvard Business School Case 612-071, April 2012.
      • 2012
      • Working Paper

      ~Why Do We Redistribute so Much but Tag so Little? Normative Diversity, Equal Sacrifice and Optimal Taxation

      By: Matthew Weinzierl
      Tagging is a free lunch in conventional optimal tax theory because it eases the classic tradeoff between efficiency and equality. But tagging is used in only limited ways in tax policy. I propose one explanation: conventional optimal tax theory has yet to capture the... View Details
      Keywords: Forecasting and Prediction; Cost; Framework; Policy; Taxation; Analytics and Data Science; Performance Efficiency; United States
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      Weinzierl, Matthew. "~Why Do We Redistribute so Much but Tag so Little? Normative Diversity, Equal Sacrifice and Optimal Taxation." Harvard Business School Working Paper, No. 12-064, January 2012. (Revised August 2012. NBER Working Paper Series, No. 18045, August 2012)
      • 2014
      • Working Paper

      Team Scaffolds: How Meso-Level Structures Support Role-based Coordination in Temporary Groups

      By: Melissa A. Valentine and Amy C. Edmondson
      This paper shows how meso-level structures support effective coordination in temporary groups. Prior research on coordination in temporary groups describes how roles encode individual responsibilities so that coordination between relative strangers is possible. We... View Details
      Keywords: Fluid Personnel; Team Scaffolds; Team Effectiveness; Role-based Coordination; Multi-method; Health Care and Treatment; Analytics and Data Science; Knowledge Use and Leverage; Organizational Structure; Outcome or Result; Performance Effectiveness; Groups and Teams; Networks; Behavior; Balance and Stability; Health Industry
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      Valentine, Melissa A., and Amy C. Edmondson. "Team Scaffolds: How Meso-Level Structures Support Role-based Coordination in Temporary Groups." Harvard Business School Working Paper, No. 12-062, January 2012. (Revised June 2014.)
      • 2012
      • Article

      Do Voters Demand Responsive Governments? Evidence from Indian Disaster Relief

      By: Shawn Cole, Andrew Healy and Eric Werker
      Using rainfall, public relief, and election data from India, we examine how governments respond to adverse shocks and how voters react to these responses. The data show that voters punish the incumbent party for weather events beyond its control. However, fewer voters... View Details
      Keywords: Political Elections; System Shocks; Natural Disasters; Policy; Motivation and Incentives; Public Opinion; India
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      Cole, Shawn, Andrew Healy, and Eric Werker. "Do Voters Demand Responsive Governments? Evidence from Indian Disaster Relief." Journal of Development Economics 97, no. 2 (March 2012): 167–181.
      • December 2011
      • Article

      Data Impediments to Empirical Work on Health Insurance Markets

      By: Leemore S. Dafny, David Dranove, Frank Limbrock and Fiona Scott Morton
      We compare four datasets that researchers might use to study competition in the health insurance industry. We show that the two datasets most commonly used to estimate market concentration differ considerably from each other (both in levels and in changes over time),... View Details
      Keywords: Competition; Analytics and Data Science; Market Participation; Insurance Industry
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      Dafny, Leemore S., David Dranove, Frank Limbrock, and Fiona Scott Morton. "Data Impediments to Empirical Work on Health Insurance Markets." B.E. Journal of Economic Analysis & Policy 11, no. 2 (December 2011).
      • 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.)
      • September 2011 (Revised February 2013)
      • Case

      Trucost: Valuing Corporate Environmental Impacts

      By: Michael W. Toffel and Stephanie van Sice
      Trucost provided corporate environmental performance data and analysis to institutional investors and corporate managers, but after operating for a decade had yet to achieve profitability. Trucost was struggling to effectively differentiate its high quality products... View Details
      Keywords: Competitive Strategy; Knowledge Use and Leverage; Distribution Channels; Investment; Measurement and Metrics; Corporate Social Responsibility and Impact; Information; Value; Environmental Sustainability; Financial Services Industry
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      Toffel, Michael W., and Stephanie van Sice. "Trucost: Valuing Corporate Environmental Impacts." Harvard Business School Case 612-025, September 2011. (Revised February 2013.)
      • 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.
      • June 2011 (Revised February 2024)
      • Background Note

      Carbon Footprints: Methods and Calculations

      By: Michael W. Toffel, Stephanie van Sice and Kelsey Carter
      Describes methods to calculate the carbon footprint (greenhouse gas emissions) of an organization's operations and supply chain, and a product or service. Illustrates concepts with examples of calculating the carbon footprint of organizations and products. Provides... View Details
      Keywords: Measurement; Climate Change; Climate Impact; Carbon Accounting; Carbon Footprint; Carbon Emissions; Sustainability; Environmental Management; Operations; Supply Chain; Pollutants; Measurement and Metrics; Environmental Sustainability
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      Toffel, Michael W., Stephanie van Sice, and Kelsey Carter. "Carbon Footprints: Methods and Calculations." Harvard Business School Background Note 611-075, June 2011. (Revised February 2024.)
      • May 23, 2011
      • Article

      Leading and Lagging Countries in Contributing to a Sustainable Society

      By: Robert G. Eccles and George Serafeim
      To determine the extent to which corporate and investor behavior is changing to contribute to a more sustainable society, researchers Robert Eccles and George Serafeim analyzed data involving over 2,000 companies in 23 countries. One result: a ranking of countries... View Details
      Keywords: Change; Society; Corporate Disclosure; Natural Environment; Rank and Position; Social Issues; Financial Statements; Behavior
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      Eccles, Robert G., and George Serafeim. "Leading and Lagging Countries in Contributing to a Sustainable Society." Harvard Business School Working Knowledge (May 23, 2011).
      • 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.
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