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  • All HBS Web  (4,853)
    • People  (10)
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    • Research  (2,962)
    • Events  (70)
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  • 01 Nov 2016
  • Working Paper Summaries

Patent Disclosures and Standard-Setting

Keywords: by Josh Lerner, Haris Tabakovic, and Jean Tirole
  • July 2006
  • Article

Exploring the Structure of Complex Software Designs: An Empirical Study of Open Source and Proprietary Code

By: Alan MacCormack, John Rusnak and Carliss Y. Baldwin
Keywords: Applications and Software; Design; Information; Internet and the Web
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MacCormack, Alan, John Rusnak, and Carliss Y. Baldwin. "Exploring the Structure of Complex Software Designs: An Empirical Study of Open Source and Proprietary Code." Management Science 52, no. 7 (July 2006).
  • July 2019
  • Article

Using Behavioral Science to Inform the Design of Sugary Drink Portion Limit Policies: Reply to Wilson and Stolarz-Fantino (2018)

By: Leslie John, Grant E. Donnelly and Christina A. Roberto
In their commentary, Wilson & Stolarz-Fantino argue that specific design features of our research mean that it cannot have policy implications and that researchers “need to consider profit maximization in menu design or studies are likely to suggest ill-informed... View Details
Keywords: Policy Implementation; Food; Governing Rules, Regulations, and Reforms; Policy
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John, Leslie, Grant E. Donnelly, and Christina A. Roberto. "Using Behavioral Science to Inform the Design of Sugary Drink Portion Limit Policies: Reply to Wilson and Stolarz-Fantino (2018)." Psychological Science 30, no. 7 (July 2019): 1103–1105.
  • 29 Jun 2015
  • News

Study Suggests Google Harms Consumers by Skewing Search Results

  • 20 Jun 2019
  • Blog Post

What is the MS/MBA Biotechnology: Life Sciences Program? A Q&A with Bill Anderson, Senior Lecturer on Stem Cell and Regenerative Biology

this field. Furthermore, these advances raise a host of ethical issues in terms of diseases targeted, types of therapies, and accessibility. Given the rich experience of translational science in the Harvard... View Details
  • March 2022 (Revised January 2025)
  • Technical Note

Prediction & Machine Learning

By: Iavor I. Bojinov, Michael Parzen and Paul Hamilton
This note provides an introduction to machine learning for an introductory data science course. The note begins with a description of supervised, unsupervised, and reinforcement learning. Then, the note provides a brief explanation of the difference between traditional... View Details
Keywords: Machine Learning; Data Science; Learning; Analytics and Data Science; Performance Evaluation; AI and Machine Learning
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Bojinov, Iavor I., Michael Parzen, and Paul Hamilton. "Prediction & Machine Learning." Harvard Business School Technical Note 622-101, March 2022. (Revised January 2025.)
  • 2019
  • Working Paper

Using Technology to Augment Professionals, Instead of Replacing Them, for Innovative Problem Solving

By: Hila Lifshitz - Assaf, Felicia Ng, Aniket Kittur and Robert Kraut
While in some technological and scientific areas innovation is flourishing, in others it is stalling, leaving important problems unsolved for decades. One explanation is professionals’ limitations as problem solvers, as accumulating depth of knowledge enhances one’s... View Details
Keywords: Innovation; Expertise; Future Of Work; Crowdsourcing; Artificial Intelligence; Problem Solving; Professionalism; Experience and Expertise; Collaborative Innovation and Invention; Problems and Challenges; Research and Development
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Lifshitz - Assaf, Hila, Felicia Ng, Aniket Kittur, and Robert Kraut. "Using Technology to Augment Professionals, Instead of Replacing Them, for Innovative Problem Solving." Working Paper, March 2019.
  • 2022
  • Book

The Role of Innovation and Entrepreneurship in Economic Growth

By: Michael J. Andrews, Aaron Chatterji, Josh Lerner and Scott Stern
We live in an era in which innovation and entrepreneurship seem ubiquitous, particularly in regions like Silicon Valley, Boston, and the Research Triangle Park. But many metrics of economic growth, such as productivity growth and business dynamism, have been at best... View Details
Keywords: Productivity Growth; Production Technologies; Innovation and Invention; Entrepreneurship; Economic Growth; Competition; Organizational Design; Economic Slowdown and Stagnation
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Andrews, Michael J., Aaron Chatterji, Josh Lerner, and Scott Stern, eds. The Role of Innovation and Entrepreneurship in Economic Growth. Chicago: University of Chicago Press, 2022.
  • 15 Apr 2014
  • News

Bertarelli Foundation Gift Names Deans' Health & Life Sciences Challenge Prize

with his family. One of the businesses of which Waypoint is comprised is Gurnet Point Capital, a health care and life sciences fund recently established and based in Boston. In... View Details
Keywords: i-Lab; Harvard Medical School; Scientific Research and Development Services
  • Article

Paradise Lost (and Restored?): A Study of Psychological Safety over Time

By: Derrick P. Bransby, Michaela Kerrissey and Amy C. Edmondson
Although prior research indicates that psychological safety can fluctuate, questions about when and why remain. To gain insights into the emergence and temporal dynamics of psychological safety, we explored longitudinal data representing more than 10,000 health care... View Details
Keywords: Analytics and Data Science; Research; Attitudes; Working Conditions; Well-being; Health Industry
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Bransby, Derrick P., Michaela Kerrissey, and Amy C. Edmondson. "Paradise Lost (and Restored?): A Study of Psychological Safety over Time." Academy of Management Discoveries (in press). (Pre-published online March 14, 2024.)
  • 07 Sep 2016
  • News

HBS Names 2016-2017 Blavatnik Fellows in Life Science Entrepreneurship

Keywords: Blavatnik; Scientific Research and Development Services
  • Article

What to Know About Locating in a Cluster

By: Willy C. Shih and Sen Chai
As a study of two industry clusters in Denmark shows, factors that can make clusters attractive—easy people movement and knowledge spillovers—can also make it harder for individual companies to retain proprietary knowledge. View Details
Keywords: Clusters; Clustering; Competitiveness; Life Sciences; Telecommunications; Science-based; Research And Development; Industry Clusters; Research; Innovation Strategy; Innovation and Management; Geographic Location; Food and Beverage Industry; Food and Beverage Industry; Food and Beverage Industry; Food and Beverage Industry; Denmark
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Shih, Willy C., and Sen Chai. "What to Know About Locating in a Cluster." Art. 57117. MIT Sloan Management Review 57, no. 1 (Fall 2015): 104–107.

    The Value of Descriptive Analytics: Evidence from Online Retailers - Marketing Science

    Does the adoption of descriptive analytics impact online retailer performance, and if so, how? We use the synthetic difference-in-differences method to analyze the staggered adoption of a retail analytics dashboard by more than 1,500 e-commerce websites, and we... View Details
    • 1 Apr 2005 - 4 Apr 2005
    • Conference Presentation

    Exploring the Structure of Complex Software Designs: An Empirical Study of Open Source and Proprietary Code

    By: Alan MacCormack
    Keywords: Applications and Software; Product Design; Complexity
    Citation
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    MacCormack, Alan. "Exploring the Structure of Complex Software Designs: An Empirical Study of Open Source and Proprietary Code." Paper presented at the Wharton Technology Conference, Philadelphia, PA, April 01–04, 2005.
    • 31 Oct 2019
    • Blog Post

    5 Things on My Mind in the Second Year of the MS/MBA: Engineering Sciences Program

    ambiguity, form an opinion, and defend it with while keeping an open mind when listening to others.  In the second year of the program, we choose electives based on our interests. I am particularly enjoying my Strategy View Details
    • 2025
    • Working Paper

    Algorithmic Assortment Curation: An Empirical Study of Buybox in Online Marketplaces

    By: Santiago Gallino, Nil Karacaoglu and Antonio Moreno
    Most online sales worldwide take place in marketplaces that connect sellers and buyers. The presence of numerous third-party sellers leads to a proliferation of listings for each product, making it difficult for customers to choose between the available options. Online... View Details
    Keywords: Algorithms; E-commerce; Sales; Digital Marketing; Internet and the Web; Customer Satisfaction
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    Gallino, Santiago, Nil Karacaoglu, and Antonio Moreno. "Algorithmic Assortment Curation: An Empirical Study of Buybox in Online Marketplaces." Working Paper, 2025.
    • 2019
    • Article

    An Empirical Study of Rich Subgroup Fairness for Machine Learning

    By: Michael J Kearns, Seth Neel, Aaron Leon Roth and Zhiwei Steven Wu
    Kearns et al. [2018] recently proposed a notion of rich subgroup fairness intended to bridge the gap between statistical and individual notions of fairness. Rich subgroup fairness picks a statistical fairness constraint (say, equalizing false positive rates across... View Details
    Keywords: Machine Learning; Fairness; AI and Machine Learning
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    Kearns, Michael J., Seth Neel, Aaron Leon Roth, and Zhiwei Steven Wu. "An Empirical Study of Rich Subgroup Fairness for Machine Learning." Proceedings of the Conference on Fairness, Accountability, and Transparency (2019): 100–109.
    • 25 Feb 2015
    • HBS Seminar

    Beril Toktay, Scheller College of Business, Georgia Institute of Technology

    • July 2013
    • Article

    Ethnic Innovation and U.S. Multinational Firm Activity

    By: C. Fritz Foley and William R. Kerr
    This paper studies the impact that immigrant innovators have on the global activities of U.S. firms by analyzing detailed data on patent applications and on the operations of the foreign affiliates of U.S. multinational firms. The results indicate that increases in the... View Details
    Keywords: Technology Transfer; Innovation; Ethnic Networks; Patents; Diasporas; Ethnicity; Multinational Firms and Management; Competitive Advantage; Research and Development; Foreign Direct Investment; Innovation and Invention; United States
    Citation
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    Foley, C. Fritz, and William R. Kerr. "Ethnic Innovation and U.S. Multinational Firm Activity." Management Science 59, no. 7 (July 2013): 1529–1544.
    • July 2019
    • Teaching Note

    AT&T, Retraining, and the Workforce of Tomorrow

    By: William R. Kerr and Carl Kreitzberg
    A Teaching Note for the "AT&T, Retraining, and the Workforce of Tomorrow" case study (HBS#820-017). The case describes how AT&T designed and implemented a program to retrain 100,000 of its workers. The case first reviews the technological forces that compelled AT&T to... View Details
    Keywords: AT&T; Workforce; Future Of Work; Telecommunications; Unions; Technological Change; Layoffs; MOOCS; Strategic Planning; Employees; Training; Labor; Learning; Labor Unions; Technology Adoption; Talent and Talent Management; Transformation; Telecommunications Industry; Communications Industry; United States
    Citation
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    Kerr, William R., and Carl Kreitzberg. "AT&T, Retraining, and the Workforce of Tomorrow." Harvard Business School Teaching Note 820-018, July 2019.
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