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      • 2015
      • Case

      Advanced Leadership Pathways: Mike Critelli and Dossia Service Corporation

      By: Rosabeth Moss Kanter and Patricia Bissett Higgins
      In 2010, Mark Critelli was a well-seasoned corporate executive who had recently transitioned from being the CEO of a Fortune 500 company to that of a startup called Dossia. As an AL Fellow, he knew that despite believing in Dossia’s mission to empower individuals with... View Details
      Keywords: Health And Wellness; Health Care; Health Care Education; Health Care Entrepreneurship; Health Care Industry; Health Care Investment; Health Care Outcomes; Health Care Quality; Health Care Reform; Health Care Services; Health Costs; Preventive Care; Insurance Companies; Insurance Industry; Employee Compensation; Empoylee Wellness Programs; Patient Reported Outcome Measures; Patient Satisfaction; Data; Data Analytics; Entrepreneurs; Entrepreneurial Organizations; Entrepreneurial Ventures; Start-up; Leadership Skills; Disruptive Change; Health; Insurance; Employees; Leadership; Disruptive Innovation; Health Care and Treatment; Employment; Entrepreneurship; Business Startups; Information Technology; Analytics and Data Science; Health Industry; United States
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      Kanter, Rosabeth Moss, and Patricia Bissett Higgins. "Advanced Leadership Pathways: Mike Critelli and Dossia Service Corporation." Harvard Business Publishing Case 316-053, 2015. (Harvard Advanced Leadership Initiative.)
      • October 2015 (Revised October 2016)
      • Case

      Building Watson: Not So Elementary, My Dear! (Abridged)

      By: Willy C. Shih
      This case is set inside IBM Research's efforts to build a computer that can successfully take on human challengers playing the game show Jeopardy! It opens with the machine named Watson offering the incorrect answer "Toronto" to a seemingly simple question during the... View Details
      Keywords: Analytics; Big Data; Business Analytics; Product Development Strategy; Machine Learning; Machine Intelligence; Artificial Intelligence; Product Development; AI and Machine Learning; Information Technology; Analytics and Data Science; Information Technology Industry; United States
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      Shih, Willy C. "Building Watson: Not So Elementary, My Dear! (Abridged)." Harvard Business School Case 616-025, October 2015. (Revised October 2016.)
      • October 2015
      • Article

      The Multinational Firm and Geopolitics: Europe, Russian Energy, and Power

      By: Rawi Abdelal
      Multinational firms unavoidably exert influence over politics through power that is generated by both structure and process. While both political economy and management scholars address international firms, neither field has an adequate understanding of the reciprocal... View Details
      Keywords: Multinational Firms and Management; Government and Politics; Economics; Europe; Russia
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      Abdelal, Rawi. "The Multinational Firm and Geopolitics: Europe, Russian Energy, and Power." Business and Politics 17, no. 3 (October 2015): 553–576.
      • September 2015 (Revised February 2023)
      • Case

      Emdeon's Acquisition of Change Healthcare: Innovating Transparency Solutions for Health Care Consumers

      By: Regina E. Herzlinger, Jeet Guram and Aanchal Raj
      Case describes acquisition of Change Healthcare, which provides health care cost and quality information, by Emdeon, a health information exchange, and discusses health care transparency. Emdeon is a billion-dollar company that has grown through acquisitions; at its... View Details
      Keywords: Healthcare; Healthcare Industry; Healthcare Innovation; Health Care and Treatment; Acquisition; Integration; Analytics and Data Science; Mergers and Acquisitions; Competitive Strategy; Health Industry; United States
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      Herzlinger, Regina E., Jeet Guram, and Aanchal Raj. "Emdeon's Acquisition of Change Healthcare: Innovating Transparency Solutions for Health Care Consumers." Harvard Business School Case 316-026, September 2015. (Revised February 2023.)
      • 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 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.)
      • July 16, 2015
      • Article

      How Small Businesses Can Fend Off Hackers

      By: Lou Shipley
      If you wanted to hack a business, which one would you pick: A Fortune 500 company with a large digital-security budget and a team dedicated to protecting its cyberassets? Or a small enterprise that doesn’t employ a single IT security specialist? Security breaches at... View Details
      Keywords: Hack; Data Security; Small Business; Analytics and Data Science; Safety; Information Technology; Cybersecurity
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      Shipley, Lou. "How Small Businesses Can Fend Off Hackers." Wall Street Journal (July 16, 2015).
      • 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).
      • April 2015 (Revised March 2017)
      • Case

      Instacart and the New Wave of Grocery Startups

      By: John Deighton and Leora Kornfeld
      Instacart is testing an Uber-style solution to the challenge of building a home-delivered grocery business. It is backed by $220 million of venture funding. Will this model succeed where businessses like Webvan failed? What are the questions that this exploratory... View Details
      Keywords: Food Retailing; Outsourced Grocery Delivery; Online Ordering; Dynamic Pricing; Data Analytics; Marketing Strategy; Food; Distribution Channels; Business Startups; Food and Beverage Industry; California
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      Deighton, John, and Leora Kornfeld. "Instacart and the New Wave of Grocery Startups." Harvard Business School Case 515-089, April 2015. (Revised March 2017.)
      • March 2015 (Revised August 2020)
      • Case

      Putting the Guiding Principles into Action: Human Rights at Barrick Gold (A)

      By: Rebecca Henderson and Nien-he Hsieh
      In 2010, Human Rights Watch, a well-regarded international NGO, approached Barrick Gold asserting that members of the company’s security force at the Porgera Gold Mine in Papua New Guinea had on multiple occasions raped women who were trespassing onto the mine’s waste... View Details
      Keywords: Human Rights; Business And Society; Rights; Policy; Leading Change; Corporate Social Responsibility and Impact; Business and Government Relations
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      Henderson, Rebecca, and Nien-he Hsieh. "Putting the Guiding Principles into Action: Human Rights at Barrick Gold (A)." Harvard Business School Case 315-108, March 2015. (Revised August 2020.)
      • March 2015
      • Article

      Business Model Evaluation: Quantifying Walmart's Sources of Advantage

      By: Humberto Brea-Solís, Ramon Casadesus-Masanell and Emili Grifell-Tatjé
      We develop an analytical framework on the basis of the economics of business performance to provide quantitative insight into the link between a firm's business model choices and its profit consequences. The method is applied to Walmart by building a qualitative... View Details
      Keywords: Business Models; Quantitative Analysis; Walmart; Production Theory; Business Model; Competitive Advantage; Profit
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      Brea-Solís, Humberto, Ramon Casadesus-Masanell, and Emili Grifell-Tatjé. "Business Model Evaluation: Quantifying Walmart's Sources of Advantage." Strategic Entrepreneurship Journal 9, no. 1 (March 2015): 12–33.
      • Article

      Digital Ubiquity: How Connections, Sensors, and Data Are Revolutionizing Business

      By: Marco Iansiti and Karim R. Lakhani
      When Google bought Nest, a maker of digital thermostats, for $3.2 billion just a few months ago, it was a clear indication that digital transformation and connection are spreading across even the most traditional industrial segments and creating a staggering array of... View Details
      Keywords: Digital Innovation; Digitization; Industrial Internet; Technological Innovation; Production; Competitive Strategy; Engineering; Aerospace Industry
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      Iansiti, Marco, and Karim R. Lakhani. "Digital Ubiquity: How Connections, Sensors, and Data Are Revolutionizing Business." Harvard Business Review 92, no. 11 (November 2014): 90–99.
      • 2016
      • Working Paper

      The Search for Peer Firms: When Do Crowds Provide Wisdom?

      By: Charles M.C. Lee, Paul Ma and Charles C.Y. Wang
      In knowledge-based economies, many business enterprises defy traditional industry boundaries. In this study, we evaluate six "big data" approaches to peer firm identifications and show that some, but not all, "wisdom-of-crowd" techniques perform exceptionally well. We... View Details
      Keywords: Peer Firm; EDGAR Co-search; Analyst Co-coverage; Wisdom Of Crowds; Performance Benchmarking; Crowd Of Crowds; Internet and the Web; Accounting
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      Lee, Charles M.C., Paul Ma, and Charles C.Y. Wang. "The Search for Peer Firms: When Do Crowds Provide Wisdom?" Harvard Business School Working Paper, No. 15-032, October 2014. (Revised November 2016.)
      • Article

      Integration of Online and Offline Channels in Retail: The Impact of Sharing Reliable Inventory Availability Information

      By: Santiago Gallino and Antonio Moreno
      Using a proprietary data set, we analyze the impact of the implementation of a “buy-online, pick-up-in-store” (BOPS) project. The implementation of this project is associated with a reduction in online sales and an increase in store sales and traffic. These results can... View Details
      Keywords: Retail Operations; Inventory Availability; Empirical Operations Management; Business Analytics; Online Retail; Ecommerce; Operations; Management; Distribution Channels; Consumer Behavior; E-commerce; Retail Industry
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      Gallino, Santiago, and Antonio Moreno. "Integration of Online and Offline Channels in Retail: The Impact of Sharing Reliable Inventory Availability Information." Management Science 60, no. 6 (June 2014): 1434–1451. (Finalist of Management Science Best Paper award in Operations Management.)
      • April 29, 2014
      • Column

      Corporate Reporting in the Big Data Era

      By: George Serafeim
      Advancements in information technology can improve corporate communication with shareholders, but not through incessant data dumps. Instead, companies will more likely be poised for continued success if they use digital platforms for long-term oriented engagement and... View Details
      Keywords: Integrated Reporting; Big Data; Corporate Reporting; Sustainability; Corporate Social Responsibility; Corporate Governance; Accounting; Reporting; Organizational Change and Adaptation; Corporate Accountability; Analytics and Data Science; Information Technology; Communication; Financial Reporting; Business and Shareholder Relations
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      Serafeim, George. "Corporate Reporting in the Big Data Era." IIRC Blog (April 29, 2014).
      • April 2014 (Revised March 2015)
      • Case

      GE and the Industrial Internet

      By: Karim R. Lakhani, Marco Iansiti and Kerry Herman
      CEO Jeff Immelt considers whether GE is moving fast enough on its new Industrial Internet initiative. The undertaking includes building out an Industrial Internet, connecting machines and devices, collecting their data and operations, and providing services to clients... View Details
      Keywords: Technology; Operations Management; Strategy; Big Data; Business Analysis; Corporate Strategy; Digital Technology; Digital Innovation; General Management; General Strategy; Global Competitiveness; Global Strategy; Innovation; Innovation And Management; Industrial Internet; GE; Innovation and Invention; Information Technology; Analytics and Data Science; Air Transportation Industry; Energy Industry; Health Industry; Industrial Products Industry; Information Technology Industry; Manufacturing Industry; Medical Devices and Supplies Industry; Rail Industry; Transportation Industry; Technology Industry; North and Central America; Asia; Europe; Middle East; Latin America
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      Lakhani, Karim R., Marco Iansiti, and Kerry Herman. "GE and the Industrial Internet." Harvard Business School Case 614-032, April 2014. (Revised March 2015.)
      • September 2013 (Revised August 2024)
      • Exercise

      Process Analytics Simulation: Solutions

      By: Robert S. Huckman, Aizan Radzi, Willy Shih, Roy D. Shapiro and Michael W. Toffel
      A set of exercises and instructions to be used with the Process Simulator software made by Pro Model. These exercises allow students to investigate the impact of variable processing times on the performance of simple in-line processes. Includes color exhibits. View Details
      Keywords: Operations; Business Processes; Performance; Measurement and Metrics
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      Huckman, Robert S., Aizan Radzi, Willy Shih, Roy D. Shapiro, and Michael W. Toffel. "Process Analytics Simulation: Solutions." Harvard Business School Exercise 614-029, September 2013. (Revised August 2024.)
      • August 2013 (Revised August 2014)
      • Case

      Catalina In the Digital Age

      By: Robert J. Dolan and Uma R. Karmarkar
      Catalina in the Digital Age considers how a company with a dominant market position should evolve its established product lines given the rise of novel digital technologies. Since its founding in 1983, Catalina had enjoyed a distinct position in the world of consumer... View Details
      Keywords: Big Data; Digital Technologies; Marketing; Customer Relationship Management; Consumer Behavior; Analytics and Data Science
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      Dolan, Robert J., and Uma R. Karmarkar. "Catalina In the Digital Age." Harvard Business School Case 514-021, August 2013. (Revised August 2014.)
      • April 2013
      • Case

      Managing with Analytics at Procter & Gamble

      By: Thomas H. Davenport, Marco Iansiti and Alain Serels
      Senior management at P&G has put a strong emphasis on using data to make "better, smarter, real-time business decisions." The Global Business Services (GBS) organization has developed tools, systems and processes to provide managers throughout P&G with direct access to... View Details
      Keywords: Analytics; Data Management; Forecasting; Shared Services; Procter & Gamble; Laundry Detergent; Information Management; Forecasting and Prediction; Information Technology; Mathematical Methods; Consumer Products Industry; North America
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      Davenport, Thomas H., Marco Iansiti, and Alain Serels. "Managing with Analytics at Procter & Gamble." Harvard Business School Case 613-045, April 2013.
      • February 2013
      • Case

      Diamond Foods, Inc.

      By: Suraj Srinivasan and Tim Gray
      The Diamonds Foods, Inc. case describes the major accounting blow up at the company in late 2011 that was triggered by a report by Off Wall Street, a prominent short selling research firm. Diamond Foods, a high flying growth company in 2011, grew from a walnut farmers'... View Details
      Keywords: Accounting Restatements; Accounting Scandal; Accounting; Financial Analysis; Financial Statement Analysis; Short Selling; Revenue Recognition; Board Of Directors; Audit Committees; Auditing; Financial Reporting; Financial Statements; Agribusiness; Accrual Accounting; Earnings Management; Corporate Accountability; Corporate Disclosure; Corporate Governance; Valuation; Revenue; Agriculture and Agribusiness Industry; California; Cambridge
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      Srinivasan, Suraj, and Tim Gray. "Diamond Foods, Inc." Harvard Business School Case 113-055, February 2013.
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