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      Data ManagementRemove Data Management →

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      • September 2015 (Revised July 2016)
      • Case

      Unidentified Industries: Australia 2014

      By: Benjamin Esty and William E. Fruhan, Jr.
      Helps students to understand how the characteristics of a business are reflected in the firm's financial statements. In this exercise, students are given balance sheet data in percentage form (common-size balance sheets) and other selected financial ratios for a set of... View Details
      Keywords: Accounting; Finance; Financial Management; Australia
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      Esty, Benjamin, and William E. Fruhan, Jr. "Unidentified Industries: Australia 2014." Harvard Business School Case 216-014, September 2015. (Revised July 2016.)
      • August 2015 (Revised January 2017)
      • Technical Note

      From Correlation to Causation

      By: Feng Zhu and Karim R. Lakhani
      To make sound business decisions, managers must be comfortable with the concepts of correlation and causation. This background note provides an overview of correlation and causation using examples and explains why the former does not imply the latter. It also describes... View Details
      Keywords: Statistics; Regression; Data Analytics; Decisions; Forecasting and Prediction; Judgments
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      Zhu, Feng, and Karim R. Lakhani. "From Correlation to Causation." Harvard Business School Technical Note 616-009, August 2015. (Revised January 2017.)
      • August 2015 (Revised May 2017)
      • Case

      TSG Hoffenheim: Football in the Age of Analytics

      By: Feng Zhu, Karim R. Lakhani, Sascha L. Schmidt and Kerry Herman
      In 2015, Dietmar Hopp, owner of Germany's Bundesliga football team TSG Hoffenheim and co-founder of the global enterprise software company SAP, was considering how to ensure long-term sustainability and competitiveness for TSG Hoffenheim. While historically a small... View Details
      Keywords: Information Technology; Measurement and Metrics; Sports; Sports Industry
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      Zhu, Feng, Karim R. Lakhani, Sascha L. Schmidt, and Kerry Herman. "TSG Hoffenheim: Football in the Age of Analytics." Harvard Business School Case 616-010, August 2015. (Revised May 2017.)
      • August 2015 (Revised February 2017)
      • Case

      Bridj and the Business of Urban Mobility (A): Developing a New Model

      By: Rosabeth Moss Kanter and Daniel Fox
      Bridj, a Boston startup that provides Big Data-powered, "pop-up" bus routes that respond to transportation demand, has been in operation for a little over a year and has recently launched service in Washington, D.C., its second market. Despite media acclaim and... View Details
      Keywords: Startup; Startup Management; Big Data; Smart Transit; Stakeholder Engagement; Stakeholder Management; Urban Vehicle; Mobility; Mass Transit; Uber; Government Relations; Technological Innovation; Analytics and Data Science; Entrepreneurship; Business and Stakeholder Relations; Transportation; Business Startups; Management; Business and Government Relations; Transportation Industry; Boston; District of Columbia
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      Kanter, Rosabeth Moss, and Daniel Fox. "Bridj and the Business of Urban Mobility (A): Developing a New Model." Harvard Business School Case 316-025, August 2015. (Revised February 2017.)
      • August 2015
      • Article

      Hospital Board and Management Practices Are Strongly Related to Hospital Performance on Clinical Quality Metrics

      By: Thomas C Tsai, Ashish K. Jha, Atul A. Gawande, Robert S. Huckman, Nicholas Bloom and Raffaella Sadun
      National policies to improve health care quality have largely focused on clinical provider outcomes and, more recently, payment reform. Yet the association between hospital leadership and quality, although crucial to driving quality improvement, has not been explored... View Details
      Keywords: Hospitals; Quality; Governing and Advisory Boards; Management Practices and Processes; Service Delivery; Health Care and Treatment; Health Industry
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      Tsai, Thomas C., Ashish K. Jha, Atul A. Gawande, Robert S. Huckman, Nicholas Bloom, and Raffaella Sadun. "Hospital Board and Management Practices Are Strongly Related to Hospital Performance on Clinical Quality Metrics." Health Affairs 34, no. 8 (August 2015): 1304–1311.
      • Article

      Matching Firms, Managers, and Incentives

      By: Oriana Bandiera, Luigi Guiso, Andrea Prat and Raffaella Sadun
      We combine unique administrative and survey data to study the match between firms and managers. The data include manager characteristics, firm characteristics, detailed measures of managerial practices, and outcomes for the firm and the manager. A parsimonious model of... View Details
      Keywords: Motivation and Incentives; Talent and Talent Management; Organizations; Management Teams
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      Bandiera, Oriana, Luigi Guiso, Andrea Prat, and Raffaella Sadun. "Matching Firms, Managers, and Incentives." Journal of Labor Economics 33, no. 3 (July 2015): 623–681.
      • 2015
      • Article

      Testing Strategy with Multiple Performance Measures: Evidence from a Balanced Scorecard at Store24

      By: Dennis Campbell, Srikant M. Datar, Susan L. Kulp and V.G. Narayanan
      We analyze balanced scorecard data from a convenience store chain, Store24, during the implementation of an innovative, but ultimately unsuccessful, strategy. Quarterly strategic reviews, based in part on the firm's balanced scorecard, led executives at Store24 to... View Details
      Keywords: Balanced Scorecard; Business Strategy; Retail Industry
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      Campbell, Dennis, Srikant M. Datar, Susan L. Kulp, and V.G. Narayanan. "Testing Strategy with Multiple Performance Measures: Evidence from a Balanced Scorecard at Store24." Journal of Management Accounting Research 27, no. 2 (2015): 39–65.
      • June 2015 (Revised February 2017)
      • Case

      Uber and Stakeholders: Managing a New Way of Riding

      By: Rosabeth Moss Kanter and Daniel Fox
      By 2015, technological innovations—the smartphone and the advanced data connectivity that enabled it—created new opportunities for people to move around cities quickly and conveniently without owning a car, via car-sharing services like Zipcar or new ride-sharing... View Details
      Keywords: Uber; Ride-sharing; Sharing Economy; Transportation Network Company; Leadership And Change Management; Stakeholder Management; Managing Change; Leadership; Regulation; Smartphones; Web-enabled Application; Disruptive Technology; Startup Management; Entrepreneurship; Business and Stakeholder Relations; Transportation; Mobile Technology; Transportation Industry; Technology Industry
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      Kanter, Rosabeth Moss, and Daniel Fox. "Uber and Stakeholders: Managing a New Way of Riding." Harvard Business School Case 315-139, June 2015. (Revised February 2017.)
      • May–June 2015
      • Article

      Big Data: Big Deal or Big Hype?

      By: Sunil Gupta
      Google Flu Trends article of November 2008 heralded a new age for big data where it is possible to leverage the vast amount of data to speak for itself, without theory or expert knowledge of the subject matter. However, in a short span the pendulum swung from big data... View Details
      Keywords: Big Data; Analytics and Data Science; Management Practices and Processes
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      Gupta, Sunil. "Big Data: Big Deal or Big Hype?" European Business Review (May–June 2015).
      • Article

      Does Management Matter in Schools?

      By: Nicholas Bloom, Renata Lemos, Raffaella Sadun and John Van Reenen
      We collect data on operations, targets and human resources management practices in over 1,800 schools educating 15-year-olds in eight countries. Overall, we show that higher management quality is strongly associated with better educational outcomes. The UK, Sweden,... View Details
      Keywords: Management; Education; Business Strategy; Education Industry; Germany; Sweden; India; Canada; Italy; Brazil; United Kingdom; United States
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      Bloom, Nicholas, Renata Lemos, Raffaella Sadun, and John Van Reenen. "Does Management Matter in Schools?" Economic Journal 125, no. 584 (May 2015): 647–674.
      • April 2015
      • Case

      Carolinas HealthCare System: Consumer Analytics

      By: John A. Quelch and Margaret L. Rodriguez
      In 2014, Dr. Michael Dulin, chief clinical officer for analytics and outcomes research and head of the Dickson Advanced Analytics (DA2) group at Carolinas HealthCare System (CHS), successfully unified all analytics talent and resources into one group over a three year... View Details
      Keywords: Consumer Segmentation; Big Data; Management Information Systems; Hospital Management; Health Care and Treatment; Marketing; Segmentation; Analytics and Data Science; Information Management; Information Technology; Health; Health Industry; United States
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      Quelch, John A., and Margaret L. Rodriguez. "Carolinas HealthCare System: Consumer Analytics." Harvard Business School Case 515-060, April 2015.
      • 2015
      • Chapter

      Firms and the Economics of Skilled Immigration

      By: Sari Pekkala Kerr, William R. Kerr and William F. Lincoln
      Firms play a central role in the selection, sponsorship, and employment of skilled immigrants entering the United States for work through programs like the H-1B visa. This role has not been widely recognized in the literature, and the data to better understand it have... View Details
      Keywords: Business or Company Management; Human Capital; Immigration; Innovation and Invention; United States
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      Kerr, Sari Pekkala, William R. Kerr, and William F. Lincoln. "Firms and the Economics of Skilled Immigration." In Innovation Policy and the Economy, Volume 15, edited by William R. Kerr, Josh Lerner, and Scott Stern, 115–152. University of Chicago Press, 2015.
      • March 2015
      • Case

      BOLT: Seed Venture Capital Firm

      By: William A. Sahlman and Robert F. White
      BOLT is a different kind of seed venture capital firm built to serve the needs of early-stage startups at the intersection of hardware and software.

      In the past decade, the cost of entrepreneurial experimentation has dropped dramatically, particularly in web... View Details
      Keywords: Entrepreneurial Finance; Accelerator; Entrepreneurship; Finance; Venture Capital; Applications and Software; Information Infrastructure; Strategy
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      Sahlman, William A., and Robert F. White. "BOLT: Seed Venture Capital Firm." Harvard Business School Multimedia/Video Case 815-702, March 2015.
      • March 2015 (Revised June 2015)
      • Case

      Medalogix

      By: Richard G. Hamermesh and Matthew G. Preble
      This case examines an exciting new approach to health care that will help care providers identify when hospice services are the appropriate type of care for patients. The company, Medalogix, already has a product on the market that uses a proprietary algorithm to... View Details
      Keywords: Health Care; Health Care Entrepreneurship; Health Care Services; Implementing Strategy; Dissemination; Innovation; Market Selection; Health; Health Care and Treatment; Analytics and Data Science; Marketing Strategy; Innovation and Management; Innovation Strategy; Health Industry; United States
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      Hamermesh, Richard G., and Matthew G. Preble. "Medalogix." Harvard Business School Case 815-116, March 2015. (Revised June 2015.)
      • February 2015 (Revised September 2017)
      • Supplement

      Omar Selim: Building a Values-Based Asset Management Firm (B)

      By: George Serafeim, Rebecca Henderson and Shannon Gombos
      The case describes the decision of Omar Selim to set up Arabesque as an independent organization and how he organized Arabesque to use both financial and environmental, social and governance (ESG) data in order to deliver performance for its clients. View Details
      Keywords: Social Entrepreneurship; Investing; Investment Management; ESG; Sustainability; Investment Banking; Leadership; Leadership & Corporate Accountability; Leadership Style; Business Model; Asset Management; Business Startups; Social Enterprise
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      Serafeim, George, Rebecca Henderson, and Shannon Gombos. "Omar Selim: Building a Values-Based Asset Management Firm (B)." Harvard Business School Supplement 115-035, February 2015. (Revised September 2017.)
      • February 2015 (Revised June 2016)
      • Case

      AltSchool: School Reimagined

      By: John J-H Kim, Kyla Wilkes and Christine S. An
      Max Ventilla and his team launches in 2013 AltSchool, a new network of tech-savvy independent K-8 "micro-schools." AltSchool is born out of Ventilla's frustration with the education options available for his young daughter. During his search, Ventilla comes to the... View Details
      Keywords: Education Technology; School Models; Product Development; Entrepreneurship; Talent Development And Retention; Social Impact Investment; Information Technology; Business Model; Education; Business Startups; Customization and Personalization; Growth and Development Strategy; Education Industry; United States
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      Kim, John J-H, Kyla Wilkes, and Christine S. An. "AltSchool: School Reimagined." Harvard Business School Case 315-054, February 2015. (Revised June 2016.)
      • December 2014
      • Supplement

      Interview with Anders Byriel and Mads Nygård: Kvadrat

      By: Boris Groysberg and Sarah L. Abbott
      Anders Byriel, CEO of the family-owned Danish textiles company, Kvadrat, and Mads Nygård, SVP of Strategy & Organization at Kvadrat, discuss the challenges and opportunities faced by the company. They elaborate on areas covered in the case including: 1.) Asia; 2.) Soft... View Details
      Keywords: General Management; Organization Behavior; Strategy; Performance Management; Leadership; Business or Company Management; Growth and Development Strategy; Management Practices and Processes; Human Resources; Manufacturing Industry; Denmark
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      Groysberg, Boris, and Sarah L. Abbott. "Interview with Anders Byriel and Mads Nygård: Kvadrat." Harvard Business School Video Supplement 415-704, December 2014.
      • December 2014 (Revised July 2021)
      • Case

      Discovery Limited

      By: Michael E. Porter, Mark R. Kramer and Aldo Sesia
      Discovery Ltd. is a South Africa-based insurance company. Started in the early 1990s, Discovery used behavioral economics and data collection to innovate in the health care insurance industry. Its founder Adrian Gore believed that the company's products needed to not... View Details
      Keywords: Shared Value; Health Care; Financial Services; Strategy; Value Creation; Health Care and Treatment; Insurance; Growth and Development Strategy; Financial Services Industry; Health Industry; Insurance Industry; South Africa
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      Porter, Michael E., Mark R. Kramer, and Aldo Sesia. "Discovery Limited." Harvard Business School Case 715-423, December 2014. (Revised July 2021.)
      • December 2014
      • Article

      The Discipline of Business Experimentation

      By: Stefan Thomke and Jim Manzi
      The data you already have can't tell you how customers will react to innovations. To discover if a truly novel concept will succeed, you must subject it to a rigorous experiment. In most companies, tests do not adhere to scientific and statistical principles. As a... View Details
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      Thomke, Stefan, and Jim Manzi. "The Discipline of Business Experimentation." Harvard Business Review 92, no. 12 (December 2014): 70–79.
      • December 2014
      • Article

      The Distinct Effects of Information Technology and Communication Technology on Firm Organization

      By: Nicholas Bloom, Luis Garicano, Raffaella Sadun and John Van Reenen
      Empirical studies on information communication technologies (ICT) typically aggregate the "information" and "communication" components together. We show theoretically and empirically that this is problematic. Information and communication technologies have very... View Details
      Keywords: Communication Technology; Information Technology; Organizational Structure
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      Bloom, Nicholas, Luis Garicano, Raffaella Sadun, and John Van Reenen. "The Distinct Effects of Information Technology and Communication Technology on Firm Organization." Management Science 60, no. 12 (December 2014): 2859–2885.
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