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      • November 2016 (Revised September 2018)
      • Case

      Elon Musk's Big Bets

      By: David B. Yoffie, Eric Baldwin and Brandon Kaufmann
      Between late 2014 and late 2016, Tesla CEO Elon Musk undertook several major, and risky, initiatives that would dramatically expand the scale and scope of Tesla’s business. In late 2014, Tesla began construction on a $5 billion “gigafactory” that would manufacture... View Details
      Keywords: Electric Vehicles; Batteries; Solar Power; Strategy; Execution; Technology; Space Flight; Tesla; SolarCity; SpaceX; Elon Musk; Information Technology; Risk and Uncertainty; Expansion; Renewable Energy; Investment; Green Technology Industry; Green Technology Industry; Green Technology Industry; Green Technology Industry; Green Technology Industry
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      Yoffie, David B., Eric Baldwin, and Brandon Kaufmann. "Elon Musk's Big Bets." Harvard Business School Case 717-431, November 2016. (Revised September 2018.)
      • October 2016 (Revised February 2019)
      • Case

      PTC: A Transformation to IoT

      By: Rajiv Lal and Sarah McAra
      In the 2010s, PTC, a leading provider of software for discrete manufacturers, faced maturing markets and changing customer needs as smart, connected products took hold—the rise of the Internet of Things (IoT). PTC saw a first mover advantage in entering the IoT space... View Details
      Keywords: Internet Of Things; IoT; Smart; Connected Products; Business Organization; Transformation; Customer Relationship Management; Innovation Strategy; Technological Innovation; Leading Change; Marketing; Product Development; Service Operations; Strategy; Competition; Technology Industry
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      Lal, Rajiv, and Sarah McAra. "PTC: A Transformation to IoT." Harvard Business School Case 517-033, October 2016. (Revised February 2019.)
      • October 2016 (Revised September 2017)
      • Case

      The CRISPR-Cas9 Quarrel

      By: Richard G. Hamermesh and Matthew G. Preble
      In mid-2016, the Broad Institute and the University of California, Berkeley were in the middle of a contentious patent dispute over which entity controlled a breakthrough gene editing technology called CRISPR-Cas9. With CRISPR-Cas9, scientists might soon be able to... View Details
      Keywords: CRISPR; Broad Institute; University Of California Berkeley; Intellectual Property; Patents; Law; Lawsuits and Litigation; Science; Genetics; Entrepreneurship; Biotechnology Industry; United States
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      Hamermesh, Richard G., and Matthew G. Preble. "The CRISPR-Cas9 Quarrel." Harvard Business School Case 817-020, October 2016. (Revised September 2017.)
      • September 2016 (Revised July 2017)
      • Case

      Transferring Knowledge Between Projects at NASA JPL (A)

      By: Dorothy Leonard and Christopher Myers
      The Jet Propulsion Laboratory, a federally funded research institution within NASA, the U.S. National Aeronautics and Space Administration, has played a large role in many space and planetary explorations, particularly to the planet Mars. As a project-based... View Details
      Keywords: Knowledge Sharing; Knowledge Management; Employees; Experience and Expertise; Aerospace Industry; United States
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      Leonard, Dorothy, and Christopher Myers. "Transferring Knowledge Between Projects at NASA JPL (A)." Harvard Business School Case 917-404, September 2016. (Revised July 2017.)
      • September 2016 (Revised February 2017)
      • Case

      Angie's List: Ratings Pioneer Turns 20

      By: Robert J. Dolan and Ayelet Israeli
      In 1995, before people “googled” or “yelped,” Angela Hicks (HBS, 2000) was establishing her Angie’s List as a pioneer in the accumulation and dissemination of consumer rating information. Hicks focused on the home repair and maintenance market and, as she put it,... View Details
      Keywords: Pricing; Pricing Strategy; Services; Product Line Management; Growth; Conjoint Analysis; Market Research; Freemium; Growth Strategy; Two Sided Markets; Ecommerce; Platform; Platform Business; Platform Businesses; Platform Strategy; Platforms; Platforms And Ecosystems; Business Model; Internet and the Web; Business Growth and Maturation; Growth and Development Strategy; Price; Strategy; Digital Platforms; E-commerce; Service Industry; United States
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      Dolan, Robert J., and Ayelet Israeli. "Angie's List: Ratings Pioneer Turns 20." Harvard Business School Case 517-016, September 2016. (Revised February 2017.)
      • 2016
      • Book

      Innovation Equity: Assessing and Managing the Monetary Value of New Products and Services

      By: Elie Ofek, Eitan Muller and Barak Libai
      This book bridges the gap between what academics know, and what innovation stakeholders—from managers, to investors, to analysts, to consumers—need to know about how new products and services are expected to perform in the marketplace. The book develops a compelling... View Details
      Keywords: Innovation; Technology Diffusion; New Products; Customer Lifetime Value; Monetization Strategy; Social Influence; Innovation Adoption; Forecasting Demand; Commercialization; Marketing Strategy; Practice; Customer Value and Value Chain; Research; Innovation and Management; Technology Adoption; Forecasting and Prediction; Product Development
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      Ofek, Elie, Eitan Muller, and Barak Libai. Innovation Equity: Assessing and Managing the Monetary Value of New Products and Services. University of Chicago Press, 2016.
      • 2016
      • Working Paper

      Venture Capital Data: Opportunities and Challenges

      By: Steven N. Kaplan and Josh Lerner
      This paper describes the available data and research on venture capital investments and performance. We comment on the challenges inherent in those data and research as well as possible opportunities to do better. View Details
      Keywords: Venture Capital; Analytics and Data Science; Investment
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      Kaplan, Steven N., and Josh Lerner. "Venture Capital Data: Opportunities and Challenges." Harvard Business School Working Paper, No. 17-012, August 2016. (Forthcoming in Measuring Entrepreneurial Businesses: Current Knowledge and Challenges.)
      • August 2016
      • Case

      VMD Medical Imaging Center

      By: Susanna Gallani and Eva Labro
      VMD Medical Imaging Center, a local independent provider of medical imaging services, is facing some important challenges. Despite efficiency improvements and cost cutting initiatives carried out over the past few years, their profitability is shrinking; their prices... View Details
      Keywords: Costing; Death Spiral; Transfer Pricing; Activity Based Costing and Management; Competitive Strategy; Medical Specialties; Health Industry
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      Gallani, Susanna, and Eva Labro. "VMD Medical Imaging Center." Harvard Business School Case 117-002, August 2016.
      • July 2016 (Revised March 2024)
      • Case

      Alphabet Eyes New Frontiers (A)

      By: Juan Alcacer, Raffaella Sadun, Olivia Hull and Kerry Herman
      In October 2015, Google restructured into Alphabet, a holding company, which analysts said would facilitate innovation among its diverse subsidiaries. But when news reports surfaced revealing struggles within Alphabet companies including Nest, the smart thermostat... View Details
      Keywords: Innovation; Conglomerates; Corporate Restructuring; Google; Corporate Strategy; Corporate Entrepreneurship; Innovation Strategy; Business and Stakeholder Relations; Research and Development; Diversification; Financial Reporting; Talent and Talent Management; Technology Industry; Technology Industry; California; United States
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      Alcacer, Juan, Raffaella Sadun, Olivia Hull, and Kerry Herman. "Alphabet Eyes New Frontiers (A)." Harvard Business School Case 717-418, July 2016. (Revised March 2024.)
      • July 2016 (Revised November 2016)
      • Technical Note

      Technology and the Future of Office Space

      By: Arthur Segel and Andrew Baum
      Keywords: WeWork; Office Space; Real Estate; Technological Innovation; Business Offices; Real Estate Industry
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      Segel, Arthur, and Andrew Baum. "Technology and the Future of Office Space." Harvard Business School Technical Note 217-006, July 2016. (Revised November 2016.)
      • July–August 2016
      • Article

      Beyond the Holacracy Hype: The Overwrought Claims—and Actual Promise—of the Next Generation of Self-Managed Teams

      By: Ethan Bernstein, John Bunch, Niko Canner and Michael Lee
      Holacracy and other forms of self-organization have been getting a lot of press. Proponents hail them as "flat" environments that foster flexibility, engagement, productivity, and efficiency. Critics say they're naive, unrealistic experiments. We argue, using evidence... View Details
      Keywords: Self-Managed Organizations; Self-Managed Teams; Reliability; Adaptability; Holacracy; Organization Design; Organization Structure; Organizational Charts; Organizational Architecture; Organizational Forms; Organizational Design; Organizational Structure; Organizational Change and Adaptation; Performance Effectiveness; Performance Productivity; Management Practices and Processes; Management Systems; Managerial Roles; Human Resources; Apparel and Accessories Industry; Apparel and Accessories Industry; Apparel and Accessories Industry; Apparel and Accessories Industry; Apparel and Accessories Industry; North America
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      Bernstein, Ethan, John Bunch, Niko Canner, and Michael Lee. "Beyond the Holacracy Hype: The Overwrought Claims—and Actual Promise—of the Next Generation of Self-Managed Teams." Harvard Business Review 94, nos. 7-8 (July–August 2016): 38–49.
      • June 2016 (Revised August 2019)
      • Case

      Numenta: Inventing and (or) Commercializing AI

      By: David B. Yoffie, Liz Kind and David Ben Shimol
      In March 2016, Donna Dubinsky (co-founder and CEO) and Jeff Hawkins (co-founder) were struggling with a key question: Could Numenta be successful in both creating fundamental technology and building a commercial business? Located in Redwood City, CA, Numenta was... View Details
      Keywords: Artificial Intelligence; Machine Intelligence; Machine Learning; Strategy; Business Model; Entrepreneurship; Information; Technological Innovation; Research; Research and Development; Information Technology; Applications and Software; Technology Adoption; Digital Platforms; Commercialization; AI and Machine Learning
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      Yoffie, David B., Liz Kind, and David Ben Shimol. "Numenta: Inventing and (or) Commercializing AI." Harvard Business School Case 716-469, June 2016. (Revised August 2019.)
      • June 2016 (Revised March 2017)
      • Case

      Reworking Office Space: Industry City, Brooklyn

      By: Arthur I Segel, Andrew Baum, Nori Gerardo Lietz, Charles F. Wu and Sid Yog
      Jamestown is contemplating how to best lease a portion of their new development along the Brooklyn waterfront, Industry City. The 6 million square foot, mixed-use development is meant to accommodate Brooklyn’s growing innovation, creative, and “maker” communities.... View Details
      Keywords: WeWork; Office Space; Real Estate; Jamestown; Level39; Shared Office Space; Information Technology; Leasing; Property; Strategy; Real Estate Industry; United States
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      Segel, Arthur I., Andrew Baum, Nori Gerardo Lietz, Charles F. Wu, and Sid Yog. "Reworking Office Space: Industry City, Brooklyn." Harvard Business School Case 216-075, June 2016. (Revised March 2017.)
      • 2016
      • Book

      Innovation Policy and the Economy, Volume 17

      By: Shane Greenstein, Josh Lerner and Scott Stern
      The seventeenth volume of the National Bureau of Economic Research’s Innovation Policy and the Economy provides an accessible forum for bringing the work of leading academic researchers to an audience of policymakers and those interested in the interaction... View Details
      Keywords: Innovation and Invention; Technological Innovation; Governance; Policy; Economy
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      Greenstein, Shane, Josh Lerner and Scott Stern, eds. Innovation Policy and the Economy, Volume 17. Chicago: University of Chicago Press, 2016.
      • Article

      Crowdsourcing City Government: Using Tournaments to Improve Inspection Accuracy

      By: Edward Glaeser, Andrew Hillis, Scott Duke Kominers and Michael Luca
      The proliferation of big data makes it possible to better target city services like hygiene inspections, but city governments rarely have the in-house talent needed for developing prediction algorithms. Cities could hire consultants, but a cheaper alternative is to... View Details
      Keywords: User-generated Content; Operations; Tournaments; Policy-making; Machine Learning; Online Platforms; Analytics and Data Science; Mathematical Methods; City; Infrastructure; Business Processes; Government and Politics
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      Glaeser, Edward, Andrew Hillis, Scott Duke Kominers, and Michael Luca. "Crowdsourcing City Government: Using Tournaments to Improve Inspection Accuracy." American Economic Review: Papers and Proceedings 106, no. 5 (May 2016): 114–118.
      • Article

      Gathering Data for Archival, Field, Survey, and Experimental Accounting Research

      By: Robert Bloomfield, Mark W. Nelson and Eugene F. Soltes
      In the published proceedings of the first Journal of Accounting Research Conference, Vatter (1966) lamented that “Gathering direct and original facts is a tedious and difficult task, and it is not surprising that such work is avoided.” For the 50th JAR Conference,... View Details
      Keywords: Archival; Data; Experiment; Empirical Methods; Field Study; Analytics and Data Science; Surveys; Financial Reporting
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      Bloomfield, Robert, Mark W. Nelson, and Eugene F. Soltes. "Gathering Data for Archival, Field, Survey, and Experimental Accounting Research." Journal of Accounting Research 54, no. 2 (May 2016): 341–395.
      • Article

      Making Private Data Accessible in an Opaque Industry: The Experience of the Private Capital Research Institute

      By: Josh Lerner and Leslie Jeng
      Private markets are becoming an increasingly important way of financing rapidly growing and mature firms, and private investors are reputed to have far-reaching economic impacts. These important markets, however, are uniquely difficult to study. This paper explores... View Details
      Keywords: Analytics and Data Science; Research; Entrepreneurship; Private Sector
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      Lerner, Josh, and Leslie Jeng. "Making Private Data Accessible in an Opaque Industry: The Experience of the Private Capital Research Institute." American Economic Review: Papers and Proceedings 106, no. 5 (May 2016): 157–160.
      • Spring 2016
      • Article

      Net Neutrality: A Fast Lane to Understanding the Tradeoffs

      By: Shane Greenstein, Martin Peitz and Tommaso Valletti
      The last decade has seen a strident public debate about the principle of "net neutrality." The economic literature has focused on two definitions of net neutrality. The most basic definition of net neutrality is to prohibit payments from content providers to internet... View Details
      Keywords: Internet and the Web; Policy
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      Greenstein, Shane, Martin Peitz, and Tommaso Valletti. "Net Neutrality: A Fast Lane to Understanding the Tradeoffs." Journal of Economic Perspectives 30, no. 2 (Spring 2016): 127–150.
      • Spring 2016
      • Article

      The Billion Prices Project: Using Online Prices for Inflation Measurement and Research

      By: Alberto Cavallo and Roberto Rigobon
      New data-gathering techniques, often referred to as “Big Data” have the potential to improve statistics and empirical research in economics. In this paper we describe our work with online data at the Billion Prices Project at MIT and discuss key lessons for both... View Details
      Keywords: Billion Prices Project; Online Scraped Data; Online Price Index; Economics; Research; Price; Analytics and Data Science
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      Cavallo, Alberto, and Roberto Rigobon. "The Billion Prices Project: Using Online Prices for Inflation Measurement and Research." Journal of Economic Perspectives 30, no. 2 (Spring 2016): 151–178.
      • March 2016 (Revised February 2021)
      • Case

      Lotus F1 Team

      By: Stefan Thomke, Nikolaos Trichakis, Jérôme Lenhardt and Daniela Beyersdorfer
      Describes the detailed inner workings of a high performance Formula One (F1) racing team. It shows how Lotus F1 Team has been able to battle bigger rivals in a very fast-moving, highly regulated, and ultra-competitive environment, where winning races can come down to... View Details
      Keywords: Formula One; Motor Sport; Racing Cars; Car Development; Supply Chain; Logistics; Innovation and Management; Competitive Advantage; Product Design; Research and Development; Entertainment and Recreation Industry; Entertainment and Recreation Industry; Entertainment and Recreation Industry
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      Thomke, Stefan, Nikolaos Trichakis, Jérôme Lenhardt, and Daniela Beyersdorfer. "Lotus F1 Team." Harvard Business School Case 616-055, March 2016. (Revised February 2021.)
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