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      • August 2017 (Revised August 2018)
      • Case

      Busbud: Building a Data Company

      By: Srikant M. Datar, Alistair Croll and Caitlin N. Bowler
      The case features the work of LP Maurice (HBS '08) as he decides to take on the fragmented bus travel industry and launch an online business that aggregates and shares bus schedules for routes around the world. His first challenge: finding that the data he needs is... View Details
      Keywords: Data Science; Analytics and Data Science; Business Startups; Knowledge Acquisition; Customers; Measurement and Metrics; Transportation Industry
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      Datar, Srikant M., Alistair Croll, and Caitlin N. Bowler. "Busbud: Building a Data Company." Harvard Business School Case 118-011, August 2017. (Revised August 2018.)
      • August 2017 (Revised August 2018)
      • Case

      The Oakland Athletics: Strategy & Metrics for a Budget

      By: Srikant M. Datar and Caitlin N. Bowler
      This case considers Oakland Athletics General Manager Billy Beane’s data driven and, in baseball circles unconventional, approach to winning games over the duration of the long Major League Baseball season. Beane’s critical approach to crafting strategy within his... View Details
      Keywords: Data Analysis; Metrics; Data Science; Analytics and Data Science; Analysis; Measurement and Metrics; Competitive Strategy; Organizational Culture; Sports Industry
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      Datar, Srikant M., and Caitlin N. Bowler. "The Oakland Athletics: Strategy & Metrics for a Budget." Harvard Business School Case 118-010, August 2017. (Revised August 2018.)
      • July 2017 (Revised September 2017)
      • Case

      Donald Trump Calls Carrier Corporation

      By: Andy Zelleke and Brian Tilley
      This case examines the influence of political pressure on corporate decision-making. It questions whether fidelity to domestic operations ought to be a corporate social responsibility, and thus it challenges the limits of “social responsibility” as a corporate ideal.... View Details
      Keywords: Corporate Social Responsibility; Board Decisions; Political Influence; Layoffs; Offshoring And Outsourcing; Manufacturing; United States; Mexico; Governing and Advisory Boards; Decision Making; Job Cuts and Outsourcing; Political Elections; Corporate Social Responsibility and Impact; Corporate Governance; Technology Industry; Technology Industry; Connecticut; Indiana; Mexico
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      Zelleke, Andy, and Brian Tilley. "Donald Trump Calls Carrier Corporation." Harvard Business School Case 318-030, July 2017. (Revised September 2017.)
      • 2017
      • Chapter

      U.S. High-Skilled Immigration, Innovation, and Entrepreneurship: Empirical Approaches and Evidence

      By: William R. Kerr
      High-skilled immigrants are a very important component of U.S. innovation and entrepreneurship. Immigrants account for roughly a quarter of U.S. workers in these fields, and they have a similar contribution in terms of output measures like patents or firm starts. This... View Details
      Keywords: Innovation; Diaspora; Diasporas; Entrepreneurship; Innovation and Invention; Immigration; United States
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      Kerr, William R. "U.S. High-Skilled Immigration, Innovation, and Entrepreneurship: Empirical Approaches and Evidence." Chap. 6 in The International Mobility of Talent and Innovation: New Evidence and Policy Implications, edited by Carsten Fink and Ernest Miguelez, 193–221. Intellectual Property, Innovation and Economic Development. Cambridge, UK: Cambridge University Press, 2017.
      • 2017
      • Book

      Profits and Sustainability: A History of Green Entrepreneurship

      By: Geoffrey Jones
      This book explores whether profits and environmental sustainability are compatible through the lens of a global history of green entrepreneurship between the nineteenth century and today. It tells the story of the extraordinary and often eccentric men and women who... View Details
      Keywords: Environmental Entrepreneurship; Green Business; Sustainability; Entrepreneurship; Ethics; Business History; Religion; Environmental Sustainability; Agriculture and Agribusiness Industry; Agriculture and Agribusiness Industry; Agriculture and Agribusiness Industry; Agriculture and Agribusiness Industry; Agriculture and Agribusiness Industry; Agriculture and Agribusiness Industry; Agriculture and Agribusiness Industry; Agriculture and Agribusiness Industry; Agriculture and Agribusiness Industry; Africa; Asia; Europe; Latin America; North and Central America; Oceania
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      Jones, Geoffrey. Profits and Sustainability: A History of Green Entrepreneurship. New York: Oxford University Press, 2017.
      • Article

      Your Sales Training Is Probably Lackluster. Here's How to Fix It

      By: Frank V. Cespedes and Yuchun Lee
      U.S. companies spend over $70 billion annually on training and an average of $1,459 per salesperson—almost 20% more than they spend on workers in all other functions. Yet, when it comes to equipping sales teams with relevant knowledge and skills, the ROI of sales... View Details
      Keywords: Salesforce Management; Training
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      Cespedes, Frank V., and Yuchun Lee. "Your Sales Training Is Probably Lackluster. Here's How to Fix It." Harvard Business Review (website) (June 12, 2017).
      • 2017
      • Mimeo

      Science for Society: Science and Technology Based Social Entrepreneurship

      By: Tarun Khanna, Shashank Shah and Kundan Madireddy
      This publication is an outcome of the team's research, engagement and interactions with over 25 science and technology-based social enterprises in India. It provides details on the research process, insightful outcomes and innovative impact.
      Throughout the... View Details
      Keywords: Social Entrepreneurship; Science-Based Business; Information Technology; Business and Community Relations; India
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      Khanna, Tarun, Shashank Shah, and Kundan Madireddy. "Science for Society: Science and Technology Based Social Entrepreneurship." Harvard University South Asia Institute, 2017. Mimeo. (This publication is an outcome of a grant from the Tata Trusts.)
      • May 2017 (Revised March 2018)
      • Case

      Predicting Consumer Tastes with Big Data at Gap

      By: Ayelet Israeli and Jill Avery
      CEO Art Peck was eliminating his creative directors for The Gap, Old Navy, and Banana Republic brands and promoting a collective creative ecosystem fueled by the input of big data. Rather than relying on artistic vision, Peck wanted the company to use the mining of big... View Details
      Keywords: Retailing; Preference Elicitation; Big Data; Predictive Analytics; Artificial Intelligence; Fashion; Marketing; Marketing Strategy; Marketing Channels; Brands and Branding; Consumer Behavior; Demand and Consumers; Analytics and Data Science; Forecasting and Prediction; E-commerce; Apparel and Accessories Industry; Apparel and Accessories Industry; Apparel and Accessories Industry; Apparel and Accessories Industry; United States; Canada; North America
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      Israeli, Ayelet, and Jill Avery. "Predicting Consumer Tastes with Big Data at Gap." Harvard Business School Case 517-115, May 2017. (Revised March 2018.)
      • 2017
      • Working Paper

      Digital Labor Markets and Global Talent Flows

      By: John Horton, William R. Kerr and Christopher Stanton
      Digital labor markets are rapidly expanding and connecting companies and contractors on a global basis. We review the environment in which these markets take root, the micro- and macro-level studies of their operations, their ongoing evolution and recent trends, and... View Details
      Keywords: Information Infrastructure; Job Cuts and Outsourcing; Talent and Talent Management; Labor
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      Horton, John, William R. Kerr, and Christopher Stanton. "Digital Labor Markets and Global Talent Flows." Harvard Business School Working Paper, No. 17-096, May 2017.
      • 2017
      • Chapter

      Entrepreneurship, Policy, and the Geography of Wind Energy

      By: Geoffrey Jones
      This study examines the geography of the global wind energy industry before 2000. Between 1980 and 2000, the global generating capacity of wind power grew from 13 megawatts to 17,400 megawatts, but two-thirds of that capacity was in Denmark, Germany, Spain, and the... View Details
      Keywords: Wind Power; Business And Government; Renewable Energy; Entrepreneurship; Geography; Business and Government Relations; Policy; Business History; Green Technology Industry; Green Technology Industry; Asia; Europe; United States
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      Jones, Geoffrey. "Entrepreneurship, Policy, and the Geography of Wind Energy." Chap. 12 in Green Capitalism? Business and the Environment in the Twentieth Century, edited by Hartmut Berghoff and Adam Rome, 206–231. Hagley Perspectives on Business and Culture. Philadelphia, PA: University of Pennsylvania Press, 2017.
      • May 2017
      • Other Article

      Stepwise Distributed Open Innovation Contests for Software Development: Acceleration of Genome-Wide Association Analysis

      By: Andrew Hill, Po-Ru Loh, Ragu B. Bharadwaj, Pascal Pons, Jingbo Shang, Eva C. Guinan, Karim R. Lakhani, Iain Kilty and Scott Jelinsky
      BACKGROUND: The association of differing genotypes with disease-related phenotypic traits offers great potential to both help identify new therapeutic targets and support stratification of patients who would gain the greatest benefit from specific drug classes.... View Details
      Keywords: Crowdsourcing; Genome-wide Association Study; Logistic Regression; Open Innovation; PLINK; Collaborative Innovation and Invention
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      Hill, Andrew, Po-Ru Loh, Ragu B. Bharadwaj, Pascal Pons, Jingbo Shang, Eva C. Guinan, Karim R. Lakhani, Iain Kilty, and Scott Jelinsky. "Stepwise Distributed Open Innovation Contests for Software Development: Acceleration of Genome-Wide Association Analysis." GigaScience 6, no. 5 (May 2017).
      • Article

      Selecting the Right Growth Metrics: Fewer but Better

      By: Leonard A. Schlesinger
      Keywords: Supply Chains; Big Data; Corporations; Franchising; Performance Metrics; Analytics and Data Science
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      Schlesinger, Leonard A. "Selecting the Right Growth Metrics: Fewer but Better." Stanford Social Innovation Review (website) (April 21, 2017).
      • April 2017
      • Supplement

      Q&A with Tom Kalil, Deputy Director for Technology & Innovation

      By: Linda A. Hill and Allison J. Wigen
      In this video supplement to the HBS case study "Tom Kalil, Deputy Director for Technology & Innovation," case protagonist Tom Kalil discusses leading a team of policy entrepreneurs at the White House Office of Science and Technology Policy from 2008-2016. View Details
      Keywords: Innovation; Government; Government Innovation; Leading Teams; Collaboration; Cross-sector Collaboration; Innovation Strategy; Innovation Leadership; Leadership; Leadership Development; Groups and Teams; Policy; Collaborative Innovation and Invention; United States
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      Hill, Linda A., and Allison J. Wigen. "Q&A with Tom Kalil, Deputy Director for Technology & Innovation." Harvard Business School Multimedia/Video Supplement 417-712, April 2017.
      • April 2017
      • Teaching Note

      Basecamp: Pricing

      By: Frank V. Cespedes
      This Teaching Note accompanies HBS No. 817-067 “Basecamp: Pricing” in which a data analyst at Basecamp is evaluating the results of pricing research and its potential implications for the venture's latest version of its project management software product. View Details
      Keywords: Analytics and Data Science; Price; Analysis; Customers; Product Marketing
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      Cespedes, Frank V. "Basecamp: Pricing." Harvard Business School Teaching Note 817-128, April 2017.
      • March 2017 (Revised March 2022)
      • Case

      Flashion: Art vs. Science in Fashion Retailing

      By: Kris Ferreira and Karim R. Lakhani
      Kate Wilson, retail analytics manager at Flashion, a fashion flash-sale site, is tasked with developing analytics to optimize pricing for first-exposure products on the site. Many in the industry have relied on years of experience and intuition to determine pricing—can... View Details
      Keywords: Analytics; Pricing; Data; Service Operations; Forecasting and Prediction; Internet and the Web; Technology Adoption; Mathematical Methods; Decision Making; E-commerce; Retail Industry; Fashion Industry; United States
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      Ferreira, Kris, and Karim R. Lakhani. "Flashion: Art vs. Science in Fashion Retailing." Harvard Business School Case 617-059, March 2017. (Revised March 2022.)
      • March 27, 2017
      • Article

      How the Water Industry Learned to Embrace Data

      By: Frank V. Cespedes and Amir Peleg
      Most current talk about “big data” seems to assume the disintermediation or replacement of physical assets by digital technologies. But a bigger and more impactful trend is the use of online tools to improve physical asset utilization in many traditional off-line... View Details
      Keywords: Information Technology; Analytics and Data Science; Organizational Change and Adaptation; Utilities Industry
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      Cespedes, Frank V., and Amir Peleg. "How the Water Industry Learned to Embrace Data." Harvard Business Review (website) (March 27, 2017).
      • February 2017 (Revised August 2018)
      • Case

      Sarah Powers at Automated Precision Products

      By: Jeffrey T. Polzer, Michael Norris, Julia Kelley and Kristina Tobio
      In 2017, Sarah Powers, VP of Sales at an automation hardware firm, is trying to understand why some members of her sales team have been underperforming. She is tasked with analyzing her firm’s email and calendar data to try to find relationships between communications... View Details
      Keywords: People Analytics; Sales Attainment; Communication Networks; Data; Human Resources; Business Processes; Sales; Communication; Analytics and Data Science; Analysis; Industrial Products Industry; Manufacturing Industry; United States
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      Polzer, Jeffrey T., Michael Norris, Julia Kelley, and Kristina Tobio. "Sarah Powers at Automated Precision Products." Harvard Business School Case 417-072, February 2017. (Revised August 2018.)
      • 2017
      • Working Paper

      Exploring the Relationship between Architecture Coupling and Software Vulnerabilities: A Google Chrome Case

      By: Robert Lagerstrom, Carliss Y. Baldwin, Alan MacCormack, Dan Sturtevant and Lee Doolan
      Employing software metrics, such as size and complexity, for predicting defects has been given a lot of attention over the years and has proven very useful. However, the few studies looking at software architecture and vulnerabilities are limited in scope and findings.... View Details
      Keywords: Software; Architecture; Coupling; Vulnerabilities; Applications and Software; Complexity; Measurement and Metrics
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      Lagerstrom, Robert, Carliss Y. Baldwin, Alan MacCormack, Dan Sturtevant, and Lee Doolan. "Exploring the Relationship between Architecture Coupling and Software Vulnerabilities: A Google Chrome Case." Harvard Business School Working Paper, No. 17-078, February 2017.
      • February 2017 (Revised April 2018)
      • Case

      Shopkick: The Power of Shopper Data

      By: John Deighton, Allison Ciechanover and Mike Horia Todorescu
      Keywords: Big Data; Mobile App; Marketing; Mobile and Wireless Technology; Analytics and Data Science
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      Deighton, John, Allison Ciechanover, and Mike Horia Todorescu. "Shopkick: The Power of Shopper Data." Harvard Business School Case 517-069, February 2017. (Revised April 2018.)
      • February 2017
      • Case

      Yemeksepeti: Growing and Expanding the Business Model through Data

      By: William R. Kerr, Gamze Yucaoglu and Eren Kuzucu
      In October 2016, Nevzat Aydin, co-founder and CEO of Yemeksepeti, the Turkish online food-ordering company, was looking over the company's quarterly results and projections for the upcoming year with his management team. It had been almost a year and a half since Aydin... View Details
      Keywords: Entrepreneurial Management; Entrepreneurial Ventures; Turkey; Big Data; Customer Focused Organization; Service Management; Continuous Improvement; Data Analysis; Internet; Growth Strategy; Technological Change; Information Systems; Entrepreneurship; Corporate Strategy; Analytics and Data Science; Analysis; Customer Focus and Relationships; Emerging Markets; Service Operations; Competitive Advantage; Performance Improvement; Internet and the Web; Growth and Development Strategy; Information Technology; Value Creation; Food and Beverage Industry; Turkey
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      Kerr, William R., Gamze Yucaoglu, and Eren Kuzucu. "Yemeksepeti: Growing and Expanding the Business Model through Data." Harvard Business School Case 817-095, February 2017.
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