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      • Faculty Publications  (26)

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      • April 2021
      • Case

      Codecademy: Where to Next?

      By: Jeffrey F. Rayport, Max Mailman and Sarah Ascherman
      In March 2020, Zach Sims, co-founder and CEO of online education platform Codecademy, prepared for a meeting with his Chief of Staff Kunal Ahuja to discuss the company’s goals. Codecademy billed itself as the largest online resource for computer science literacy and...  View Details
      Keywords: Monetization Strategy; Business Model; Change Management; Venture Capital; Leading Change; Growth and Development Strategy; Growth Management; Management Teams; Marketing Channels; Product Marketing; Network Effects; Product Development; Organizational Change and Adaptation; Strategic Planning; Internet and the Web; Digital Platforms; United States
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      Rayport, Jeffrey F., Max Mailman, and Sarah Ascherman. "Codecademy: Where to Next?" Harvard Business School Case 821-093, April 2021.
      • January 2021 (Revised December 2021)
      • Case

      Biobot Analytics

      By: Raymond Kluender, Joshua Krieger and Mitchell Weiss
      In 2017, Newsha Ghaeli and Mariana Matus were deciding whether to leave their labs at the Massachusetts Institute of Technology, put other job opportunities aside, and dive full-time into founding a wastewater analysis start-up, Biobot. Ghaeli, an architect, and Matus,...  View Details
      Keywords: Entrepreneurship; Information Technology; City; Analytics and Data Science; Personal Development and Career; Technology Industry; Utilities Industry; Health Industry; Information Technology Industry; Information Industry; Biotechnology Industry; United States; Kuwait; Korean Peninsula
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      Kluender, Raymond, Joshua Krieger, and Mitchell Weiss. "Biobot Analytics." Harvard Business School Case 821-045, January 2021. (Revised December 2021.)
      • December 2020
      • Article

      The Parable of the Auctioneer: Complexity in Paul R. Milgrom's Discovering Prices

      By: Scott Duke Kominers and Alexander Teytelboym
      Designing marketplaces in complex settings requires both novel economic theory and real-world engineering, often drawing upon ideas from fields such as computer science and operations research. In Discovering Prices, Milgrom (2017) explains the theory and design...  View Details
      Keywords: Pricing; Design; Auctions; Market Design; Complexity
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      Kominers, Scott Duke, and Alexander Teytelboym. "The Parable of the Auctioneer: Complexity in Paul R. Milgrom's Discovering Prices." Journal of Economic Literature 58, no. 4 (December 2020): 1180–1196.
      • September 2020
      • Article

      Creativity, Artificial Intelligence, and a World of Surprises

      By: Teresa M. Amabile
      In recent years, progress has been made toward AI Creativity, which I define as the production of highly novel, yet appropriate, ideas, problem solutions, or other outputs by autonomous machines. I argue that organizational researchers of creativity and innovation...  View Details
      Keywords: Artificial Intelligence; AI Creativity; Computer Science; Organizational Behavior; Psychology; Creativity; Technological Innovation; AI and Machine Learning
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      Amabile, Teresa M. "Creativity, Artificial Intelligence, and a World of Surprises." Academy of Management Discoveries 6, no. 3 (September 2020).
      • Article

      Advancing Computational Biology and Bioinformatics Research Through Open Innovation Competitions

      By: Andrea Blasco, Michael G. Endres, Rinat A. Sergeev, Anup Jonchhe, Max Macaluso, Rajiv Narayan, Ted Natoli, Jin H. Paik, Bryan Briney, Chunlei Wu, Andrew I. Su, Aravind Subramanian and Karim R. Lakhani
      Open data science and algorithm development competitions offer a unique avenue for rapid discovery of better computational strategies. We highlight three examples in computational biology and bioinformatics research where the use of competitions has yielded significant...  View Details
      Keywords: Computational Biology; Bioinformatics; Innovation Competitions; Research; Collaborative Innovation and Invention
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      Blasco, Andrea, Michael G. Endres, Rinat A. Sergeev, Anup Jonchhe, Max Macaluso, Rajiv Narayan, Ted Natoli, Jin H. Paik, Bryan Briney, Chunlei Wu, Andrew I. Su, Aravind Subramanian, and Karim R. Lakhani. "Advancing Computational Biology and Bioinformatics Research Through Open Innovation Competitions." PLoS ONE 14, no. 9 (September 2019).
      • 2019
      • Working Paper

      The Impact of Professionals' Contributions to Online Knowledge Communities on Their Workplace Knowledge Work

      By: Hila Lifshitz - Assaf and Frank Nagle
      Knowledge work is becoming increasingly challenging as pace of change in the knowledge frontier is increasing. Organizations have created multiple mechanisms to minimize knowledge gaps and increase learning such internal training, mentorship programs as well as...  View Details
      Keywords: Open Source; Future Of Work; Software Development; Knowledge Work; Online Community; Learning; Knowledge Sharing; Software; Open Source Distribution; Performance Productivity
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      Lifshitz - Assaf, Hila, and Frank Nagle. "The Impact of Professionals' Contributions to Online Knowledge Communities on Their Workplace Knowledge Work." Working Paper, April 2019.
      • 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.
      • February 2014
      • Case

      BGI: Data-driven Research

      By: Willy Shih and Sen Chai
      BGI has the largest installed gene-sequencing capacity in the world, and to Zhang Gengyun, general manager of the Life Sciences Division, this represented an opportunity to apply his training as a plant breeder and his early career work as a biochemist to improving...  View Details
      Keywords: Genomics; Gene Sequencing; Life Sciences; Plant Breeding; Human Genome Program; Beijing Genomics Institute; BGI; Rice Genome; Technological Innovation; Innovation Strategy; Research; Research and Development; Science; Genetics; Science-Based Business; Strategy; Commercialization; Corporate Strategy; Information Technology; Applications and Software; Agriculture and Agribusiness Industry; Biotechnology Industry; Food and Beverage Industry; China; United States
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      Shih, Willy, and Sen Chai. "BGI: Data-driven Research." Harvard Business School Case 614-056, February 2014.
      • 2012
      • Working Paper

      Author-Level Eigenfactor Metrics: Evaluating the Influence of Authors, Institutions and Countries within the SSRN community

      By: Jevin D. West, Michael C. Jensen, Ralph J. Dandrea, Gregg Gordon and Carl T. Bergstrom
      In this paper, we show how the Eigenfactor® score, originally designed for ranking scholarly journals, can be adapted to rank the scholarly output of authors, institutions, and countries based on author-level citation data. Using the methods described herein, we...  View Details
      Keywords: Body of Literature; Measurement and Metrics; Networks; Rank and Position; Research; Motivation and Incentives
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      West, Jevin D., Michael C. Jensen, Ralph J. Dandrea, Gregg Gordon, and Carl T. Bergstrom. "Author-Level Eigenfactor Metrics: Evaluating the Influence of Authors, Institutions and Countries within the SSRN community." Harvard Business School Working Paper, No. 12-068, February 2012.
      • July 2011 (Revised January 2013)
      • Case

      Digital Microscopy Is Making Me Crazy!

      By: Willy Shih
      For Carl Zeiss Microimaging, modular hardware and software enabled customers to tailor Zeiss's broad range of microscopy systems hardware and software to meet a wide range of needs from basic scientific research in the biological and medical sciences to clinical...  View Details
      Keywords: Information Infrastructure; Applications and Software; Corporate Strategy; Disruptive Innovation; Science-Based Business; Management Analysis, Tools, and Techniques; Business Conglomerates; Digital Platforms; Opportunities; Computer Industry; Computer Industry
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      Shih, Willy. "Digital Microscopy Is Making Me Crazy!" Harvard Business School Case 612-002, July 2011. (Revised January 2013.)
      • March 2007 (Revised April 2007)
      • Case

      The University of Utah and the Computer Graphics Revolution

      By: H. Kent Bowen and Courtney Purrington
      Computer science departments were new to universities in the 1960s, and the one created at the University of Utah by David Evans and Ivan Sutherland had a research mission to invent the field of computer graphics. Details the research process that led to many of the...  View Details
      Keywords: Engineering; Entrepreneurship; Management Practices and Processes; Mission and Purpose; Research and Development; Technology Adoption; Computer Industry; Computer Industry; Utah
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      Bowen, H. Kent, and Courtney Purrington. "The University of Utah and the Computer Graphics Revolution." Harvard Business School Case 607-036, March 2007. (Revised April 2007.)
      • August 2003
      • Case

      Mercury Computer Systems: The Evolution from Integrated Technology to Open Standard

      By: Rebecca Henderson and Nancy Confrey
      For 20 years, Mercury Computer Systems has thrived, providing products and services that support ultrafast processing of real time data. Now Jay Bertelli, the CEO, faces a critical question: How can the firm compete once the standards on which its products are based...  View Details
      Keywords: Analytics and Data Science; Open Source Distribution; Strategic Planning; Competitive Strategy; Competitive Advantage; Information Technology; Information Technology Industry
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      Henderson, Rebecca, and Nancy Confrey. "Mercury Computer Systems: The Evolution from Integrated Technology to Open Standard." Harvard Business School Case 704-424, August 2003.
      • October 2001 (Revised March 2002)
      • Case

      Perlegen Sciences

      By: Linda A. Hill and Nicole Tempest
      As a biotech start-up company involved in studying human genomes, Perlegen needed to develop an organization that fostered innovation and teamwork among a group of highly trained professionals from both the science and technology fields. Perlegen's CEO, Brad Margus,...  View Details
      Keywords: Innovation Leadership; Groups and Teams; Management Teams; Problems and Challenges; Business Startups; Genetics; Talent and Talent Management; Innovation Strategy; Biotechnology Industry
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      Hill, Linda A., and Nicole Tempest. "Perlegen Sciences." Harvard Business School Case 402-026, October 2001. (Revised March 2002.)
      • March 1999 (Revised April 1999)
      • Case

      Environmental Risk Management at Chevron Corporation

      By: Forest L. Reinhardt, Monica M Mandelli and Jennifer Burns
      Chevron Corp., headquartered in San Francisco, manages a worldwide, vertically integrated value chain from the oil well to the gasoline station. Mishandling of oil at any stage of production can damage the natural environment, human health, corporate profitability, or...  View Details
      Keywords: Risk Management; Risk and Uncertainty; Environmental Sustainability; Energy Generation; Supply Chain Management; Metals and Minerals; Management Systems; Management Teams; Trade; Vertical Integration; Energy Industry; Mining Industry
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      Reinhardt, Forest L., Monica M Mandelli, and Jennifer Burns. "Environmental Risk Management at Chevron Corporation." Harvard Business School Case 799-062, March 1999. (Revised April 1999.)
      • August 1998
      • Case

      Electronic Commerce at Air Products

      By: F. Warren McFarlan and Melissa Dailey
      In 1998,chief information officers (CIOs) in the highly competitive international gases and chemicals business faced the reality that electronic commerce capability was a strategic necessity. The results of annual surveys of technology officers in the chemical industry...  View Details
      Keywords: Management Teams; Information Technology; Globalized Markets and Industries; Infrastructure; Internet and the Web; Technology Adoption; Business Strategy; Chemical Industry; United States
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      McFarlan, F. Warren, and Melissa Dailey. "Electronic Commerce at Air Products." Harvard Business School Case 399-035, August 1998.
      • January 1998 (Revised February 1998)
      • Case

      Timberjack Parts: Packaged Software Selection Project

      By: F. Warren McFarlan, Mark Keil and Darryl S. Romanow
      This case provides a realistic, current, and detailed view of software procurement in an international business environment where the competition in enterprise-wide software solutions is growing. Focuses on the selection of packaged software to serve multiple sites...  View Details
      Keywords: Applications and Software; Information Technology; Analytics and Data Science; Multinational Firms and Management; Operations; Management Practices and Processes; Computer Industry; Computer Industry
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      McFarlan, F. Warren, Mark Keil, and Darryl S. Romanow. "Timberjack Parts: Packaged Software Selection Project." Harvard Business School Case 398-085, January 1998. (Revised February 1998.)
      • July 1997 (Revised June 2001)
      • Case

      H.E. Butt Grocery Company: A Leader in ECR Implementation (B) (Abridged)

      By: Robert D. Austin and F. Warren McFarlan
      H.E. Butt Grocery Co. led the grocery industry in adopting many innovations, including category management, electronic data interchange, and continuous replenishment. They have also moved aggressively and profitably into newer applications such as Scanner-based payment...  View Details
      Keywords: Information Management; Independent Innovation and Invention; Innovation and Invention; Business Organization; Risk and Uncertainty; Science-Based Business; Cross-Cultural and Cross-Border Issues; Management Analysis, Tools, and Techniques; Risk Management; Computer Industry; Computer Industry
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      Austin, Robert D., and F. Warren McFarlan. "H.E. Butt Grocery Company: A Leader in ECR Implementation (B) (Abridged)." Harvard Business School Case 198-016, July 1997. (Revised June 2001.)
      • January 1996 (Revised September 2001)
      • Teaching Note

      General Dynamics and Computer Sciences Corporation: Outsourcing the IS Function Series TN

      By: F. Warren McFarlan
      Teaching Note for (9-193-144), (9-193-145), and (9-193-178).  View Details
      Keywords: Job Cuts and Outsourcing; Information Technology; Technology Industry
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      McFarlan, F. Warren. "General Dynamics and Computer Sciences Corporation: Outsourcing the IS Function Series TN." Harvard Business School Teaching Note 196-048, January 1996. (Revised September 2001.)
      • 1 Apr 1995
      • Conference Presentation

      Problem Solving Among Computer Science Students: : The Effects of Skill, Evaluation Expectation, and Personality on Solution Quality

      By: R. Conti and Teresa M. Amabile
      Keywords: Education; Problems and Challenges; Outcome or Result; Social Psychology; Quality
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      Conti, R., and Teresa M. Amabile. "Problem Solving Among Computer Science Students: : The Effects of Skill, Evaluation Expectation, and Personality on Solution Quality." Boston, MA, April 1, 1995.
      • Article

      Science-based Product Development: An Empirical Study of the Mainframe Computer Industry

      By: Marco Iansiti
      Keywords: Science; Product; Research and Development; Hardware; Computer Industry
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      Iansiti, Marco. "Science-based Product Development: An Empirical Study of the Mainframe Computer Industry." Production and Operations Management 4, no. 4 (Fall 1995).
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