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  • All HBS Web  (4,806)
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  • October 2018 (Revised August 2023)
  • Case

Safecast: Bootstrapping Human Capital to Big Data

By: Ethan Bernstein and Stephanie Marton
On March 11, 2011, at 2:46pm, a 9.1-on-the-Richter-scale, six-minute long earthquake unleashed a tsunami that ravaged the Tohoku region of Japan, damaging the Fukushima Daiichi Nuclear Power facility and releasing sufficient radioactive material into the air and ocean... View Details
Keywords: Citizen Science; Creative Commons; Open Data; Open Architecture; Volunteer-based Organization; Fukushima Daiichi Nuclear Power Facility; 311; Nuclear; Radiation; Crowdsourcing; Bgeigie; Geiger Counters; Kickstarter; Sustainability; Sustainable Business And Innovation; Design; Energy Generation; Social Entrepreneurship; Human Capital; Innovation and Invention; Crisis Management; Organizational Structure; Organizational Design; Information Technology; Business Model; Technology Industry; Technology Industry; Japan; North and Central America; Europe
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Bernstein, Ethan, and Stephanie Marton. "Safecast: Bootstrapping Human Capital to Big Data." Harvard Business School Case 419-033, October 2018. (Revised August 2023.)

    Shunyuan Zhang

    Shunyuan Zhang is an assistant professor in the Marketing unit at Harvard Business School. She teaches the first-year Marketing course in the MBA required curriculum.

    Professor Zhang studies the sharing economy and the marketing problems that the dynamics of... View Details

    Keywords: high technology; high technology; high technology
    • 06 Jun 2016
    • Research & Ideas

    Skills and Behaviors that Make Entrepreneurs Successful

    understanding of the entrepreneurial leader. The program combines self-assessments of their skills and behaviors by entrepreneurs themselves with evaluations of them by peers, friends, and employees. Along... View Details
    Keywords: by HBS Working Knowledge
    • 20 Apr 2018
    • Working Paper Summaries

    Executive Education in the Digital Vortex: The Disruption of the Supply Landscape

    Keywords: by Mihnea Moldoveanu and Das Narayandas; Education
    • 06 Nov 2018
    • First Look

    New Research and Ideas, November 6, 2018

    forthcoming Management Science Patent Trolls: Evidence from Targeted Firms By: Cohen, Lauren, Umit Gurun, and Scott Duke Kominers Abstract—We provide the first large-sample evidence on the behavior View Details
    Keywords: Dina Gerdeman
    • 17 Aug 2020
    • Research & Ideas

    What the Stockdale Paradox Tells Us About Crisis Leadership

    they see glimmers of light, and this ultimately sustains them.” How does mechanisms of survival work? Why do so many wisdom traditions converge on this basic paradox? The discipline of survival psychology—the View Details
    Keywords: by Boris Groysberg and Robin Abrahams
    • 2023
    • Working Paper

    Financial and Informational Integration Through Oracle Networks

    By: Lin William Cong, Eswar Prasad and Daniel Rabetti
    Oracles are software components that enable data exchange between siloed blockchains and external environments, enhancing smart contract capabilities and platform interoperability. We find that oracle integration is positively associated with total value locked and... View Details
    Keywords: Decentralized Finance; Blockchain; Smart Contract; International Economy; Interoperability; Risk Sharing; Applications and Software; Financial Markets; Economics; Risk Management
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    Cong, Lin William, Eswar Prasad, and Daniel Rabetti. "Financial and Informational Integration Through Oracle Networks." Working Paper, December 2023.
    • September 9, 2024
    • Article

    Ten Questions for a Winning Climate-transition Business Strategy

    By: George Serafeim
    The move to a low-carbon economy will create opportunities for innovation and growth. To make the most of them, leaders must understand the challenges they could face along the way. View Details
    Keywords: Technology; Organizational Transformations; Business Model Innovation; Innovation and Invention; Climate Change; Transformation; Leadership; Business Strategy; Environmental Sustainability; Change Management; Entrepreneurship
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    Serafeim, George. "Ten Questions for a Winning Climate-transition Business Strategy." Strategy + Business (website) (September 9, 2024).
    • Article

    Detecting Adversarial Attacks via Subset Scanning of Autoencoder Activations and Reconstruction Error

    By: Celia Cintas, Skyler Speakman, Victor Akinwande, William Ogallo, Komminist Weldemariam, Srihari Sridharan and Edward McFowland III
    Reliably detecting attacks in a given set of inputs is of high practical relevance because of the vulnerability of neural networks to adversarial examples. These altered inputs create a security risk in applications with real-world consequences, such as self-driving... View Details
    Keywords: Autoencoder Networks; Pattern Detection; Subset Scanning; Computer Vision; Statistical Methods And Machine Learning; Machine Learning; Deep Learning; Data Mining; Big Data; Large-scale Systems; Mathematical Methods; Analytics and Data Science
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    Cintas, Celia, Skyler Speakman, Victor Akinwande, William Ogallo, Komminist Weldemariam, Srihari Sridharan, and Edward McFowland III. "Detecting Adversarial Attacks via Subset Scanning of Autoencoder Activations and Reconstruction Error." Proceedings of the International Joint Conference on Artificial Intelligence 29th (2020).
    • July 2004 (Revised March 2006)
    • Case

    RosettaNet and ebXML: Betting on the Right eBusiness Standard

    By: F. Warren McFarlan and Veronika Belokhvostova
    A major enterprise software company must select which technologies to support, based on their long-term and short-term viability and benefits. The protagonist is involved in the release of the B2B integration component of major enterprise software whose purpose is to... View Details
    Keywords: Communication Technology; Customer Focus and Relationships; Markets; Standards; Science-Based Business; Situation or Environment; Applications and Software; Technology Adoption; Information Technology Industry
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    McFarlan, F. Warren, and Veronika Belokhvostova. "RosettaNet and ebXML: Betting on the Right eBusiness Standard." Harvard Business School Case 305-006, July 2004. (Revised March 2006.)
    • Web

    Clusters - Institute For Strategy And Competitiveness

    California Wine Cluster, and the Silicon Valley Technology Cluster. Cluster Initiatives Cluster development initiatives are an important new direction in economic policy. Building on past efforts in... View Details
    • February 2021
    • Tutorial

    T-tests: Theory and Practice

    By: Michael Parzen, Natalie Epstein, Chiara Farronato and Michael Toffel
    This video provides an introduction to hypothesis testing, sampling, t-tests, and p-values. It provides examples of A/B testing and t-testing to assess whether difference between two groups are statistically significant. This video can be assigned in conjunction with... View Details
    Keywords: Data Analysis; Data Analytics; Experiment Design; Experimentation; Analytics and Data Science; Analysis
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    Parzen, Michael, Natalie Epstein, Chiara Farronato, and Michael Toffel. T-tests: Theory and Practice. Harvard Business School Tutorial 621-707, February 2021.
    • Article

    One Obstacle to Curing Cancer: Patient Data Isn't Shared

    By: Richard G. Hamermesh and Kathy Giusti
    Precision Medicine requires large datasets to identify the mutations that lead to various cancers. Currently, genomic information is hoarded in fragmented silos within numerous academic medical centers, pharmaceutical companies, and some disease-based foundations. For... View Details
    Keywords: Healthcare; Technological And Scientific Innovation; Cancer Care In The U.S.; Cancer Treatment; Precision Medicine; Personalized Medicine; Data Sharing; Technological Innovation; Analytics and Data Science; Health Disorders; Medical Specialties; Research and Development; Customization and Personalization; Health Industry; United States
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    Hamermesh, Richard G., and Kathy Giusti. "One Obstacle to Curing Cancer: Patient Data Isn't Shared." Harvard Business Review (website) (November 28, 2016).
    • Forthcoming
    • Article

    You've Got Mail! The Late 19th-Century U.S. Postal Service Expansion, Firm Creation, and Firm Performance

    By: Astrid Marinoni and Maria P. Roche
    This paper examines the impact of the expansion of the US Postal Service in the late 19th century on firm creation and performance. Utilizing newly digitized archival data on historic business establishments, post office locations, and road networks in California,... View Details
    Keywords: Institutional Innovation; Knowledge Exchange; US Postal Service; Firm Performance; Infrastructure; Expansion; Government Administration; Communication; Business History; Entrepreneurship; Public Administration Industry; California
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    Marinoni, Astrid, and Maria P. Roche. "You've Got Mail! The Late 19th-Century U.S. Postal Service Expansion, Firm Creation, and Firm Performance." Management Science (forthcoming). (Pre-published online January 15, 2025.)
    • 03 Jul 2018
    • First Look

    New Research and Ideas, July 3, 2018

    link: https://www.hbs.edu/faculty/Pages/item.aspx?num=54665 forthcoming R&D Management An Exploratory Study of Product Development in Emerging Economies: Evidence from Medical Device Testing in India By: Gupta, Budhaditya, View Details
    Keywords: Dina Gerdeman

      Blockbusters: Hit-making, Risk-taking, and the Big Business of Entertainment

      What’s behind the phenomenal success of entertainment businesses such as Warner Bros., Marvel Enterprises, and the NFL—along with such stars as Jay-Z, Lady Gaga, and LeBron James? Which strategies give leaders in film, television, music, publishing, and sports an edge... View Details
      • 2009
      • Article

      Synthesis by Microbes or Chemists? Pharmaceutical Research and Manufacturing in the Antibiotic Era

      By: Arthur A. Daemmrich
      This article presents a case study of the rise of Pfizer as a leading pharmaceutical company, with a focus on changing relationships between manufacturing technology and R&D between the mid-1940s and the mid-1960s. Pfizer first moved into pharmaceuticals through... View Details
      Keywords: Research and Development; Production; Technology; Transformation; Relationships; Success; Organizations; Programs; Chemicals; Alignment; Pharmaceutical Industry; United States
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      Daemmrich, Arthur A. "Synthesis by Microbes or Chemists? Pharmaceutical Research and Manufacturing in the Antibiotic Era." History and Technology 23, no. 3 (2009): 237–256.
      • 2012
      • Chapter

      The Confederacy of Heterogeneous Software Organizations and Heterogeneous Developers: Field Experimental Evidence on Sorting and Worker Effort

      By: Kevin J. Boudreau and Karim R. Lakhani
      Software development occurs in a patchwork or "confederacy" of different types of institutions (universities, small start-ups, multinational enterprises, government agencies, etc.) utilizing varied work approaches. Here we speculate on one possible explanation for this... View Details
      Keywords: Innovation and Invention; Applications and Software; Product Development; Organizations; Employees; Behavior; Competition; Cooperation; Creativity; Information Technology Industry
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      Boudreau, Kevin J., and Karim R. Lakhani. "The Confederacy of Heterogeneous Software Organizations and Heterogeneous Developers: Field Experimental Evidence on Sorting and Worker Effort." In The Rate and Direction of Inventive Activity Revisited, edited by Josh Lerner and Scott Stern, 483–502. University of Chicago Press, 2012.
      • 14 Dec 2015
      • Research & Ideas

      Deflategate and the Sustained Success of the New England Patriots

      scores of other expert opinions and articles. He condensed the information and wrote the case study with help from case researcher Christine Snively. There was plenty of fodder... View Details
      Keywords: by Roberta Holland; Sports
      • 2013
      • Working Paper

      Digital Dark Matter and the Economics of Apache

      By: Shane Greenstein and Frank Nagle
      Researchers have long hypothesized that spillovers from government, university, and private company R&D contribute to economic growth, but these contributions may be difficult to measure when they take a non-pecuniary form. The growth of networking devices and the... View Details
      Keywords: Measurement and Metrics; Internet and the Web; Performance Productivity; Applications and Software; Economic Growth; Research and Development
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      Greenstein, Shane, and Frank Nagle. "Digital Dark Matter and the Economics of Apache." NBER Working Paper Series, No. 19507, October 2013.
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