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Publications

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

      Analytics and Data ScienceRemove Analytics and Data Science →

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      • 1999
      • Article

      Commercial Use of UPC Scanner Data: Industry and Academic Perspectives

      By: Randolph E. Bucklin and Sunil Gupta
      Keywords: Analytics and Data Science; Information Technology; Perspective; Education; Supply and Industry
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      Bucklin, Randolph E., and Sunil Gupta. "Commercial Use of UPC Scanner Data: Industry and Academic Perspectives." Marketing Science 18, no. 3 (1999): 247–273.
      • December 1998
      • Case

      Origins of National Income Accounting

      By: David A. Moss and Joseph P Gownder
      Set in the Great Depression, this case explores the origins of national income accounting in the United States. Highlights Senator La Follette's 1932 proposal for the federal government to begin collecting national income statistics. View Details
      Keywords: Accounting; Financial Crisis; Analytics and Data Science; Mathematical Methods; United States
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      Moss, David A., and Joseph P Gownder. "Origins of National Income Accounting." Harvard Business School Case 799-080, December 1998.
      • November 1998
      • Teaching Note

      Working with your "Shadow Partner" TN

      By: Richard L. Nolan
      Teaching Note for (9-399-051). View Details
      Keywords: Internet and the Web; Analytics and Data Science
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      Nolan, Richard L. Working with your "Shadow Partner" TN. Harvard Business School Teaching Note 399-072, November 1998.
      • November 1998
      • Article

      Modeling Large Data Sets in Marketing

      By: Sridhar Balasubramanian, Sunil Gupta, Wagner Kamakura and Michel Wedel
      Keywords: Analytics and Data Science; Marketing
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      Balasubramanian, Sridhar, Sunil Gupta, Wagner Kamakura, and Michel Wedel. "Modeling Large Data Sets in Marketing." Special Issue on Large Data Sets in Business Economics. Statistica Neerlandica 52, no. 3 (November 1998).
      • January 1998 (Revised February 1998)
      • Case

      Timberjack Parts: Packaged Software Selection Project

      By: F. Warren McFarlan, Mark Keil and Darryl S. Romanow
      This case provides a realistic, current, and detailed view of software procurement in an international business environment where the competition in enterprise-wide software solutions is growing. Focuses on the selection of packaged software to serve multiple sites... View Details
      Keywords: Applications and Software; Information Technology; Analytics and Data Science; Multinational Firms and Management; Operations; Management Practices and Processes; Computer Industry; Information Technology Industry
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      McFarlan, F. Warren, Mark Keil, and Darryl S. Romanow. "Timberjack Parts: Packaged Software Selection Project." Harvard Business School Case 398-085, January 1998. (Revised February 1998.)
      • November 1997 (Revised January 2003)
      • Case

      Martin Smith: January 2002

      By: Josh Lerner
      An MBA student must choose between offers from three private equity organizations. Each organization has distinct strengths and weaknesses, and different implications for the student's career development. The case presents compensation and employment data about the... View Details
      Keywords: Private Equity; Compensation and Benefits; Analytics and Data Science; Job Offer; Personal Development and Career
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      Lerner, Josh. "Martin Smith: January 2002." Harvard Business School Case 298-076, November 1997. (Revised January 2003.)
      • August 1997
      • Case

      Orbital Sciences Corporation: ORBCOMM

      By: Das Narayandas and John A. Quelch
      In late 1993, Orbital Communications Corp. (OCC), a subsidiary of Orbital Sciences Corp., is developing a global two-way wireless data communications system, called "ORBCOMM," based on a 26-satellite constellation in low earth orbit. Service is scheduled to begin in... View Details
      Keywords: Business Subsidiaries; Business Model; Business Startups; Price; Global Strategy; Marketing Strategy; Demand and Consumers; Partners and Partnerships; Salesforce Management; Telecommunications Industry
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      Narayandas, Das, and John A. Quelch. "Orbital Sciences Corporation: ORBCOMM." Harvard Business School Case 598-027, August 1997.
      • July 1997 (Revised June 2001)
      • Case

      H.E. Butt Grocery Company: A Leader in ECR Implementation (B) (Abridged)

      By: Robert D. Austin and F. Warren McFarlan
      H.E. Butt Grocery Co. led the grocery industry in adopting many innovations, including category management, electronic data interchange, and continuous replenishment. They have also moved aggressively and profitably into newer applications such as Scanner-based payment... View Details
      Keywords: Information Management; Independent Innovation and Invention; Innovation and Invention; Business Organization; Risk and Uncertainty; Science-Based Business; Cross-Cultural and Cross-Border Issues; Management Analysis, Tools, and Techniques; Risk Management; Electronics Industry; Computer Industry
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      Austin, Robert D., and F. Warren McFarlan. "H.E. Butt Grocery Company: A Leader in ECR Implementation (B) (Abridged)." Harvard Business School Case 198-016, July 1997. (Revised June 2001.)
      • November 1996
      • Article

      Localized Autocorrelation Diagnostic Statistic for Sociological Models: Times-series, Network, and Spatial Datasets

      By: C. I. Nass and Y. Moon
      Keywords: Society; Analytics and Data Science; Information
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      Nass, C. I., and Y. Moon. "Localized Autocorrelation Diagnostic Statistic for Sociological Models: Times-series, Network, and Spatial Datasets." Sociological Methods & Research 25, no. 2 (November 1996): 223–247.
      • April 1996 (Revised June 1996)
      • Background Note

      Cleveland Turnaround (C), The: Facts and Figures

      By: James E. Austin and Jaan Elias
      Traces the Cleveland community's efforts to move the city from economic, social, and political crisis in the late 1970s into revitalization and progress in the 1980s and 1990s. Special attention is given to the role of business leaders and the public-private... View Details
      Keywords: Leading Change; Analytics and Data Science; Economic Growth; Business and Community Relations; Cleveland
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      Austin, James E., and Jaan Elias. "Cleveland Turnaround (C), The: Facts and Figures." Harvard Business School Background Note 796-153, April 1996. (Revised June 1996.)
      • August 1995 (Revised August 1995)
      • Case

      CIGNA Property and Casualty Reengineering (A)

      By: Richard L. Nolan, Donna B. Stoddard, Chiara Francalanci and Elise C Martin
      Reengineering was introduced at CIGNA Corp. in 1988. CIGNA entered a second wave reengineering effort through a major project at CIGNA P&C, one of CIGNA's larger businesses. P&C was in financial crisis and as a result brought in a new executive team in 1991 to head the... View Details
      Keywords: Transformation; Cost vs Benefits; Design; Growth and Development; Analytics and Data Science; Growth and Development Strategy; Balanced Scorecard; Financial Crisis; Crisis Management; Projects; Information Technology; Insurance Industry
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      Nolan, Richard L., Donna B. Stoddard, Chiara Francalanci, and Elise C Martin. "CIGNA Property and Casualty Reengineering (A)." Harvard Business School Case 196-059, August 1995. (Revised August 1995.)
      • January 1995 (Revised November 1996)
      • Case

      Avalon Information Services, Inc.

      By: Lynn S. Paine and Wilda White
      The Privacy Review Committee of Avalon Information Services must decide how to deal with concerns voiced by its retail supermarket customers about the privacy of consumer data collected through Avalon's point-of-sale data collection program. One customer is proposing... View Details
      Keywords: Mission and Purpose; Safety; Demand and Consumers; Rights; Analytics and Data Science; Information Technology; Ethics; Information Industry
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      Paine, Lynn S., and Wilda White. "Avalon Information Services, Inc." Harvard Business School Case 395-036, January 1995. (Revised November 1996.)
      • October 1994
      • Article

      When Worlds Collide: The Implications of Panel Data-Based Choice Models for Consumer Behavior

      By: R. S. Winer, R.E. Bucklin, J. A. Deighton, J. Erdem, P.S. Fader, J.J. Inman, H. Katahira, Katherine N. Lemon and A. Mitchell
      Keywords: Analytics and Data Science; Consumer Behavior; Decision Choices and Conditions
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      Winer, R. S., R.E. Bucklin, J. A. Deighton, J. Erdem, P.S. Fader, J.J. Inman, H. Katahira, Katherine N. Lemon, and A. Mitchell. "When Worlds Collide: The Implications of Panel Data-Based Choice Models for Consumer Behavior." Marketing Letters 5, no. 4 (October 1994).
      • February 1994
      • Background Note

      Causal Inference

      By: Arthur Schleifer Jr.
      Discusses what causation is and what one can (and cannot) learn about causation from observational (nonexperimental) data. View Details
      Keywords: Decision Making; Analytics and Data Science; Interests
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      Schleifer, Arthur, Jr. "Causal Inference." Harvard Business School Background Note 894-032, February 1994.
      • October 1993 (Revised September 1994)
      • Background Note

      Accounting for Productivity Growth

      By: Forest L. Reinhardt
      Introduces students to the arithmetic of the accounting for national productivity growth. It defines labor productivity, capital productivity, and total factor productivity, describes the relationships among them, and discusses the phenomena that cause them to change... View Details
      Keywords: Performance Productivity; Macroeconomics; Analytics and Data Science; Government and Politics; Mathematical Methods; United States; Singapore
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      Reinhardt, Forest L. "Accounting for Productivity Growth." Harvard Business School Background Note 794-051, October 1993. (Revised September 1994.)
      • October 1993 (Revised August 1996)
      • Background Note

      Forecasting with Regression Analysis

      By: Arthur Schleifer Jr.
      Provides an example of regression in one of its most important roles. Relating probabilistic forecasts based on past data to decision analysis. View Details
      Keywords: Management Analysis, Tools, and Techniques; Analytics and Data Science; Forecasting and Prediction; Mathematical Methods
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      Schleifer, Arthur, Jr. "Forecasting with Regression Analysis." Harvard Business School Background Note 894-007, October 1993. (Revised August 1996.)
      • Article

      Considerations of Fairness and Strategy: Experimental Data from Sequential Games

      By: V. Prasnikar and A. E. Roth
      Keywords: Fairness; Strategy; Analytics and Data Science; Games, Gaming, and Gambling
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      Prasnikar, V., and A. E. Roth. "Considerations of Fairness and Strategy: Experimental Data from Sequential Games." Quarterly Journal of Economics 107, no. 3 (August 1992): 865–888.
      • June 1992 (Revised March 2006)
      • Case

      Concordia Casting Company

      By: F. Warren McFarlan
      Describes five years of development in a centralized data processing activity serving a highly decentralized corporation. Data processing manager discovers that a major software system conversion is a full year behind schedule, and subsequently makes several managerial... View Details
      Keywords: Analytics and Data Science; Applications and Software; System; Information Technology; Change Management; Organizational Change and Adaptation; Leadership Style; Leading Change; Human Resources; Conflict and Resolution; Supply Chain Management; Accounting; Auto Industry
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      McFarlan, F. Warren. "Concordia Casting Company." Harvard Business School Case 192-151, June 1992. (Revised March 2006.)
      • May 1992 (Revised January 2000)
      • Case

      Asea Brown Boveri: The ABACUS System

      By: Robert L. Simons
      Describes the computer-based information system (ABACUS) used to monitor and control business operations in a complex, global company. Describes the technical attributes of the database system, financial reporting requirements, target setting and profit calculations on... View Details
      Keywords: Financial Reporting; Profit; Business Growth and Maturation; Analytics and Data Science; Design; Accounting Audits; Growth and Development; Globalized Firms and Management; Complexity; Technology Industry
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      Simons, Robert L. "Asea Brown Boveri: The ABACUS System." Harvard Business School Case 192-140, May 1992. (Revised January 2000.)
      • August 1991 (Revised March 1993)
      • Case

      Champion International Corp.: Timber, Trade, and the Northern Spotted Owl

      By: Forest L. Reinhardt
      Champion's forest products division owns timberlands, sawmills, and plywood mills in the Pacific Northwest. The listing of the northern spotted owl as an endangered species, and restrictions on exports of logs from state-owned lands, have disrupted the stumpage, log... View Details
      Keywords: Science-Based Business; Natural Environment; Product Marketing; Governing Rules, Regulations, and Reforms; Government and Politics; Environmental Sustainability; Corporate Strategy; Trade; Decisions; Management Teams; Forest Products Industry; North and Central America
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      Reinhardt, Forest L. "Champion International Corp.: Timber, Trade, and the Northern Spotted Owl." Harvard Business School Case 792-017, August 1991. (Revised March 1993.)
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