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    • All HBS Web  (1,414)
      • Faculty Publications  (315)

      Exploratory Data AnalysisRemove Exploratory Data Analysis →

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      • August 2005 (Revised April 2008)
      • Teaching Note

      GuestFirst Hotel (A): Statistics Review with Data Desk (TN)

      By: Frances X. Frei
      Presents an overview of the statistical analysis covered in the case discussion. View Details
      Keywords: Mathematical Methods
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      Frei, Frances X. "GuestFirst Hotel (A): Statistics Review with Data Desk (TN)." Harvard Business School Teaching Note 606-038, August 2005. (Revised April 2008.)
      • August 2005 (Revised April 2008)
      • Teaching Note

      GuestFirst Hotel (B): Statistics Review with Data Desk (TN)

      By: Frances X. Frei
      Presents an overview of the statistical analysis covered in the case discussion. View Details
      Keywords: Mathematical Methods; Accommodations Industry
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      Frei, Frances X. "GuestFirst Hotel (B): Statistics Review with Data Desk (TN)." Harvard Business School Teaching Note 606-039, August 2005. (Revised April 2008.)
      • August 2005 (Revised April 2008)
      • Teaching Note

      Store24 (A): Statistics Review with Data Desk (TN)

      By: Frances X. Frei
      Presents an overview of the statistical analysis covered in the case discussion. View Details
      Keywords: Mathematical Methods; Retail Industry
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      Frei, Frances X. "Store24 (A): Statistics Review with Data Desk (TN)." Harvard Business School Teaching Note 606-036, August 2005. (Revised April 2008.)
      • August 2005 (Revised April 2008)
      • Teaching Note

      Store24 (B): Statistics Review with Data Desk (TN)

      By: Frances X. Frei
      Presents an overview of the statistical analysis covered in the case discussion. View Details
      Keywords: Mathematical Methods; Retail Industry
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      Frei, Frances X. "Store24 (B): Statistics Review with Data Desk (TN)." Harvard Business School Teaching Note 606-037, August 2005. (Revised April 2008.)
      • August 2005 (Revised March 2006)
      • Exercise

      Data Analysis Exercise

      By: Frances X. Frei
      Keywords: Operations; Service Delivery; Management
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      Frei, Frances X. "Data Analysis Exercise." Harvard Business School Exercise 606-034, August 2005. (Revised March 2006.)
      • March 2005 (Revised March 2006)
      • Background Note

      Activity-Based Costing and Capacity

      By: Robert S. Kaplan
      Discusses the use of budgeted rather than historical data in an activity-based costing (ABC) model and argues for calculating rates using practical capacity, not actual utilization. An ABC model need not be limited to analysis of historical data. When cost driver rates... View Details
      Keywords: Activity Based Costing and Management; Accounting Industry
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      Kaplan, Robert S. "Activity-Based Costing and Capacity." Harvard Business School Background Note 105-059, March 2005. (Revised March 2006.)
      • February 2005 (Revised November 2006)
      • Background Note

      Using Data Desk for Statistical Analysis

      By: Frances X. Frei and Dennis Campbell
      Describes how to use the Data Desk software package to perform statistical analysis. View Details
      Keywords: Mathematical Methods
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      Frei, Frances X., and Dennis Campbell. "Using Data Desk for Statistical Analysis." Harvard Business School Background Note 605-060, February 2005. (Revised November 2006.)
      • October 2004
      • Article

      Are Politicians Really Paid Like Bureaucrats?

      By: Rafael Di Tella and Raymond Fisman
      We provide the first empirical analysis of gubernatorial pay. Using U.S. data for 1950-90, we document substantial variation in the wages of politicians, both across states and overtime. Gubernatorial wages respond to changes in state income per capita and taxes. We... View Details
      Keywords: Government and Politics; Compensation and Benefits
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      Di Tella, Rafael, and Raymond Fisman. "Are Politicians Really Paid Like Bureaucrats?" Journal of Law & Economics 47, no. 2 (October 2004): 477–514.
      • February 2004
      • Article

      Leader Behaviors and the Work Environment for Creativity: Perceived Leader Support

      By: Teresa M. Amabile, Elizabeth A. Schatzel, Giovanni B. Moneta and Steven J. Kramer
      This exploratory study investigated leader behaviors related to perceived leader support, encompassing both instrumental and socioemotional support. The study first established that leader support, proposed to be a key feature of the work environment for creativity,... View Details
      Keywords: Creativity; Leadership; Behavior; Working Conditions; Perception; Performance
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      Amabile, Teresa M., Elizabeth A. Schatzel, Giovanni B. Moneta, and Steven J. Kramer. "Leader Behaviors and the Work Environment for Creativity: Perceived Leader Support." Leadership Quarterly 15, no. 1 (February 2004): 5–32.
      • October 2002 (Revised February 2003)
      • Case

      Administrative Data Project (A)

      By: Lynda M. Applegate and Donald E. Heller
      Encourages analysis of the implementation of a large technical infrastructure and process transformation project within a university setting. Enables an instructor to teach change management, leadership, and technical project management skills. View Details
      Keywords: Teaching; Change Management; Management Practices and Processes; Transformation; Learning; Competency and Skills; Leadership Development; Non-Governmental Organizations; Education Industry
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      Applegate, Lynda M., and Donald E. Heller. "Administrative Data Project (A)." Harvard Business School Case 803-051, October 2002. (Revised February 2003.)
      • August 2002 (Revised June 2006)
      • Case

      Great Dakota Bank: Online Banking

      By: Frances X. Frei, Youngme E. Moon and Hanna Rodriguez-Farrar
      In 2002, Great Dakota Bank's retail division is considering how heavily it should be promoting the company's online banking service. A recent promotional campaign appears to have significantly increased enrollments in online banking, but it is unclear whether the bank... View Details
      Keywords: Banks and Banking; Internet and the Web; Customer Relationship Management; Consumer Behavior; Demand and Consumers; Technological Innovation; Customer Value and Value Chain; Customer Satisfaction; Management; Service Operations; Banking Industry
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      Frei, Frances X., Youngme E. Moon, and Hanna Rodriguez-Farrar. "Great Dakota Bank: Online Banking." Harvard Business School Case 603-011, August 2002. (Revised June 2006.)
      • Article

      Enhancing Policy Models with Exploratory Analysis

      By: Arthur C. Brooks and Gregory B. Lewis
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      Brooks, Arthur C., and Gregory B. Lewis. "Enhancing Policy Models with Exploratory Analysis." Journal of Public Administration Research and Theory 12, no. 1 (January 2002): 129–136.
      • October 2001 (Revised October 2017)
      • Case

      Pilgrim Bank (A): Customer Profitability

      By: Frances X. Frei and Dennis Campbell
      Provides a context in which students can explore managerial decision making that is critically informed by data analysis. The setting is a retail bank and the decision making relates to the bank's policy toward online banking. The management team is evaluating whether... View Details
      Keywords: Banks and Banking; Customers; Profit; Banking Industry
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      Frei, Frances X., and Dennis Campbell. "Pilgrim Bank (A): Customer Profitability." Harvard Business School Case 602-104, October 2001. (Revised October 2017.)
      • February 2001
      • Case

      PlanetFeedback: The Voice of One ... The Power of Many (A)

      By: James L. Heskett
      The management of PlanetFeedback in proposes a merger with Intelliseek. Their goal is to create a comprehensive C2B and B2B business focused on the generation and analysis for business clients of consumer feedback data via the Internet, Planet Feedback's board of... View Details
      Keywords: Mergers and Acquisitions; Decisions; Information Management; Analytics and Data Science; Business Strategy; Internet and the Web; Information Technology Industry
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      Heskett, James L. "PlanetFeedback: The Voice of One ... The Power of Many (A)." Harvard Business School Case 901-051, February 2001.
      • October 2000 (Revised March 2001)
      • Case

      BizRate.com

      By: Youngme E. Moon
      BizRate is a market research firm that collects point-of-purchase customer feedback data from retailing merchants. It then makes its findings available to consumers in the form of "BizRate star ratings," which are displayed on its website. To date, its primary revenue... View Details
      Keywords: Business Education; Marketing Channels; Internet and the Web; Customer Relationship Management; Trust; Business Model; Marketing Strategy; Internet and the Web; Business Divisions; Debates; Retail Industry
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      Moon, Youngme E. "BizRate.com." Harvard Business School Case 501-024, October 2000. (Revised March 2001.)
      • Article

      Measurement of Multiple Sites in Service Firms with Data Envelopment Analysis

      By: R. Metters, F. Frei and V. Vargas
      Keywords: Measurement and Metrics; Data and Data Sets; Service Industry
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      Metters, R., F. Frei, and V. Vargas. "Measurement of Multiple Sites in Service Firms with Data Envelopment Analysis." Production and Operations Management 8, no. 3 (Fall 1999): 264–281.
      • 01 Apr 1995
      • Conference Presentation

      Exploratory Analysis of the Creative Process in Problem Solving

      By: J. Ruscio, Teresa M. Amabile and D. Whitney
      Keywords: Creativity; Cognition and Thinking
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      Ruscio, J., Teresa M. Amabile, and D. Whitney. "Exploratory Analysis of the Creative Process in Problem Solving." , Boston, MA, April 01, 1995.
      • 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.)
      • September 1992
      • Case

      Vintage Directions, Inc.

      By: Howard H. Stevenson
      Focuses on the problem of determining whether to continue with a start-up after the first market test. The company has seen product success but is far from break-even and needs additional financing. Focuses on opportunity analysis and the use of market data to assess... View Details
      Keywords: Product Launch; Product Marketing; Marketing Strategy; Forecasting and Prediction; Corporate Entrepreneurship; Business Startups; Business or Company Management
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      Stevenson, Howard H. "Vintage Directions, Inc." Harvard Business School Case 393-043, September 1992.
      • July 1991
      • Case

      Managing the U.S. Dollar in the 1980s

      By: W. Carl Kester and Richard P. Melnick
      Provides numerical data and alternative explanations concerning the U.S. dollar's rise and subsequent fall in value from 1981 through 1987. Students are challenged to study the evidence and make their own inferences concerning the dollar's movements and the degree of... View Details
      Keywords: Macroeconomics; Currency Exchange Rate; Price; Theory; United States
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      Kester, W. Carl, and Richard P. Melnick. "Managing the U.S. Dollar in the 1980s." Harvard Business School Case 292-001, July 1991.
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