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      • Faculty Publications  (448)

      Data ScienceRemove Data Science →

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      • 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.)
      • 1991
      • Book

      Multinational and International Banking

      By: G. Jones
      The essays in this volume explore the historical evolution of multinational and international banking. Contemporary studies, and most writers on the theory of multinational banking, focus on US data, yet historically European financial institutions were the leaders in... View Details
      Keywords: Banks and Banking; Multinational Firms and Management; Analytics and Data Science; Opportunities; Theory; Banking Industry; Europe; United States
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      Jones, G., ed. Multinational and International Banking. Aldershot, England: Edward Elgar Publishing, 1991.
      • January 1989 (Revised July 1991)
      • Case

      Bank for International Development, Software Case

      By: W. Carl Kester and Timothy A. Luehrman
      A hypothetical case in which an assistant treasurer of a supranational bank is asked to determine in which currencies it has been cheaper ex post to borrow. An integral part of the case is a Lotus 1-2-3 worksheet containing monthly data on yen and dollar interest... View Details
      Keywords: Decisions; Interest Rates; International Finance; Relationships; Currency; Management Analysis, Tools, and Techniques; Analytics and Data Science; Inflation and Deflation
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      Kester, W. Carl, and Timothy A. Luehrman. "Bank for International Development, Software Case." Harvard Business School Case 289-034, January 1989. (Revised July 1991.)
      • March 1987
      • Article

      Using Survey Data to Test Standard Propositions Regarding Exchange Rate Expectations

      By: J. Frankel and K. A. Froot
      Keywords: Currencies; Exchange Rates; Asset Pricing; International Macroeconomics; Monetary Policy; Currency Controls; Fixed Exchange Rates; Floating Exchange Rates; Currency Bands; Currency Zones; Currency Areas; Rational Expectations; Analytics and Data Science; Finance
      Citation
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      Frankel, J., and K. A. Froot. "Using Survey Data to Test Standard Propositions Regarding Exchange Rate Expectations." American Economic Review 77, no. 1 (March 1987): 133–153. (Revised from NBER Working Paper No. 1672.)
      • August 1983
      • Background Note

      Balance of Payments: Accounting and Presentation

      By: David B. Yoffie
      Provides an overview of balance of payments accounting and analytical presentation of balance of payments data. Includes sample transactions to illustrate the application of the basic accounting principles and definitions of the standard balances. View Details
      Keywords: Accounting; Analytics and Data Science; Management; Standards; Mathematical Methods
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      Yoffie, David B. "Balance of Payments: Accounting and Presentation." Harvard Business School Background Note 384-005, August 1983.
      • June 1982 (Revised May 1995)
      • Case

      Ellis Manufacturing Co.

      By: Roy D. Shapiro
      Ellis finds itself in a weakening competitive position largely due to the lack of rationalization in its plants. Driven by a strong traditionally decentralized sales organization, Ellis finds that all plants want control over all product lines. As a result, overall... View Details
      Keywords: Factories, Labs, and Plants; Cost; Analytics and Data Science; Brands and Branding; Performance Capacity; Competitive Strategy; Construction Industry
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      Shapiro, Roy D. "Ellis Manufacturing Co." Harvard Business School Case 682-103, June 1982. (Revised May 1995.)
      • March 1980 (Revised February 1987)
      • Case

      Sweco, Inc. (A)

      By: Michael E. Porter and George S. Yip
      Describes Sweco's decision about whether to enter the mud-processing equipment industry (used in oil well drilling). This is an internal entry decision, and the case describes Sweco's existing businesses as well as the mud-processing industry and competitors. The case... View Details
      Keywords: Cost vs Benefits; Decisions; Forecasting and Prediction; Cost; Analytics and Data Science; Market Entry and Exit; Competition
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      Porter, Michael E., and George S. Yip. "Sweco, Inc. (A)." Harvard Business School Case 380-167, March 1980. (Revised February 1987.)
      • Teaching Interest

      Data Science and AI for Leaders

      By: Dennis Campbell
      Modern business increasingly relies... View Details
      Keywords: Artificial Intelligence; Data Science
      • Teaching Interest

      Data Science and Artificial Intelligence for Leaders

      By: Chiara Farronato
      With artificial intelligence (AI)... View Details
      Keywords: Data Science; Data Science And Analytics Management; Data Analytics; Data Analysis; Artificial Intelligence; Generative Ai; Generative Models
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