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    • All HBS Web  (208)
      • Faculty Publications  (65)

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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; Energy 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.)
      • August 2018
      • Background Note

      Note on Hackathons

      By: Ethan Bernstein
      Organizations have often sought to meet the pressures of rapid change through novel ways of managing human capital to boost innovation and productivity. Hackathons have emerged as one of the latest approaches to do just that. How can those responsible for managing... View Details
      Keywords: Hackathon; Crowdsourcing; Hack; Innovation; Productivity; Minimum Viable Product; Time; Transparency; Bootcamp; Design; Entrepreneurship; Human Resources; Collaborative Innovation and Invention; Innovation and Management; Management; Organizational Structure; Performance Productivity; Technology; Technology Industry
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      Bernstein, Ethan. "Note on Hackathons." Harvard Business School Background Note 419-021, August 2018.
      • July 2018 (Revised December 2018)
      • Case

      SOFWERX: Innovation at U.S. Special Operations Command

      By: Herman Leonard, Mitchell Weiss, Jin Hyun Paik and Kerry Herman
      James “Hondo” Geurts, the Acquisition Executive for U.S. Special Operations Command, was in the middle of his Senate confirmation hearing in 2017 to become Assistant Secretary of the Navy for Research, Development and Acquisition. The questions had a common theme: how... View Details
      Keywords: James Geurts; Innovation; Public Entrepreneurship; Open Innovation; Crowdsourcing; Contests; Prototyping; SOFWERX; Special Operations; SOCOM; Govtech; Procurement; FAR; EZ-Fly; Navy; Department Of Defense; Innovation and Invention; Innovation and Management; Innovation Leadership; Entrepreneurship; Public Sector; Acquisition; Public Administration Industry; United States
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      Leonard, Herman, Mitchell Weiss, Jin Hyun Paik, and Kerry Herman. "SOFWERX: Innovation at U.S. Special Operations Command." Harvard Business School Case 819-004, July 2018. (Revised December 2018.)
      • July–August 2018
      • Article

      Learning by Contributing: Gaining Competitive Advantage Through Contribution to Crowdsourced Public Goods

      By: Frank Nagle
      As the economy becomes more information based, firms are increasingly using crowdsourced public goods as inputs for innovation and production. Counterintuitively, some firms pay their employees to contribute to the creation of these goods, which can be used freely by... View Details
      Keywords: Open Source Distribution; Applications and Software; Competitive Strategy; Learning; Competitive Advantage
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      Nagle, Frank. "Learning by Contributing: Gaining Competitive Advantage Through Contribution to Crowdsourced Public Goods." Organization Science 29, no. 4 (July–August 2018): 569–587.
      • June 2018
      • Teaching Note

      LabCDMX: Experiment 50

      By: Mitchell Weiss and Matt Higgins
      Teaching Note for HBS No. 817-031. View Details
      Keywords: Public Entrepreneurship; Experimentation; Lean Startup; Government; Innovation; Crowdsourcing; Open Data; Mexico City; Mexico; Entrepreneurship; Innovation and Invention; Social Entrepreneurship; Government Administration; Transportation; Innovation Leadership; Transportation Industry; Public Administration Industry; Mexico; Mexico City
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      Weiss, Mitchell, and Matt Higgins. "LabCDMX: Experiment 50." Harvard Business School Teaching Note 818-135, June 2018.
      • 2018
      • Mimeo

      Measuring Venezuela's Inflation Using Crowdsourcing and Mobile Phones

      By: Alberto Cavallo
      Keywords: Inflation; Crowdsourcing; Macroeconomics; Inflation and Deflation; Venezuela
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      Cavallo, Alberto. "Measuring Venezuela's Inflation Using Crowdsourcing and Mobile Phones." 2018. Mimeo.
      • October 2017
      • Case

      Quantopian: A New Model for Active Management

      By: Sara Fleiss, Adi Sunderam, Luis M. Viceira and Caitlin Carmichael
      Keywords: Big Data; Hedge Fund; Crowdsourcing; Investment Fund; Quantitative Hedge Fun; Algorithmic Data; Analytics and Data Science
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      Fleiss, Sara, Adi Sunderam, Luis M. Viceira, and Caitlin Carmichael. "Quantopian: A New Model for Active Management." Harvard Business School Case 218-046, October 2017.
      • August 2017
      • Case

      Hacking Heroin

      By: Mitchell Weiss and Sarah Mehta
      "Hacking Heroin" was the first hackathon that Annie Rittgers, founder of Cincinnati-based 17a, had organized or even attended. "There will continue to be a lot of preventable overdose deaths and wasted potential if the opioid crisis continues unabated," she said.... View Details
      Keywords: Public Entrepreneurship; Hackathon; Heroin; Opioids; Crowdsourcing; Public Sector; Entrepreneurship; Innovation and Invention; Collaborative Innovation and Invention; Health Pandemics; Public Administration Industry; Health Industry; Ohio; Cincinnati
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      Weiss, Mitchell, and Sarah Mehta. "Hacking Heroin." Harvard Business School Case 818-010, August 2017.
      • Article

      Firms, Crowds, and Innovation

      By: Teppo Felin, Karim R. Lakhani and Michael L. Tushman
      The purpose of this article is to suggest a (preliminary) taxonomy and research agenda for the topic of “firms, crowds, and innovation” and to provide an introduction to the associated special issue. We specifically discuss how various crowd-related phenomena and... View Details
      Keywords: Crowdsourcing; Innovation; Open Innovation; Organization Theory; Collaborative Innovation and Invention; Organizations; Theory; Strategy
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      Felin, Teppo, Karim R. Lakhani, and Michael L. Tushman. "Firms, Crowds, and Innovation." Special Issue on Organizing Crowds and Innovation. Strategic Organization 15, no. 2 (May 2017): 119–140.
      • 2017
      • Chapter

      Platforms, Open/User Innovation, and Ecosystems: A Strategic Leadership Perspective

      By: Elizabeth J. Altman and Michael Tushman
      Platform, open/user innovation, and ecosystem strategies embrace and enable interactions with external entities. Firms pursuing these approaches conduct business and interact with environments differently than those pursuing traditional closed strategies. This chapter... View Details
      Keywords: Platforms; Open/user Innovation; Ecosystems; Crowdsourcing; Strategic Leadership; Top Management Teams; CEO Role; Business Strategy; Organizational Change and Adaptation; Leadership; Managerial Roles; Digital Platforms
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      Altman, Elizabeth J., and Michael Tushman. "Platforms, Open/User Innovation, and Ecosystems: A Strategic Leadership Perspective." In Entrepreneurship, Innovation, and Platforms. Vol. 37, edited by Jeffrey Furman, Annabelle Gawer, Brian Silverman, and Scott Stern, 177–207. Advances in Strategic Management. Emerald Publishing Limited, 2017.
      • June 2017
      • Case

      Waze Connected Citizens Program

      By: Mitchell Weiss and Alissa Davies
      Di-Ann Eisnor, Director of Growth at Waze, founded the company’s Connected Citizens Program (CCP), a data-sharing partnership that provided officials with traffic incident and congestion data. Since 2015, her program had enabled officials in Kentucky and elsewhere to... View Details
      Keywords: Public Entrepreneurship; Waze; Public-Private Partnerships; Scaling Technology Ventures; Di-Ann Eisnor; Paige Fitzgerald; Noam Bardin; Ehud Shabtai; Cities; Traffic; Crowdsourcing; API; Scaling Innovation; Entrepreneurship; Public Sector; Information Technology; Transportation; Growth Management; Transportation Industry; Israel; Indonesia; United States; Brazil; Los Angeles; Kentucky
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      Weiss, Mitchell, and Alissa Davies. "Waze Connected Citizens Program." Harvard Business School Case 817-035, June 2017.
      • May 2017 (Revised October 2017)
      • Case

      Hyperloop Transportation Technologies: Building Breakthrough Innovations in Crowd-Powered Ecosystems

      By: Lynda M. Applegate, Terri L. Griffith and Ann Majchrzak
      Dirk Ahlborn, co-founder and CEO of Hyperloop Transportation Technologies, Inc. (HTT) looks back at the evolving organizational design and community that allows HTT to be crowd-powered. Since the founding in 2013, HTT has dealt with building an organization with less... View Details
      Keywords: Collaboration; Crowdsourcing; Entrepreneurial Finance; Innovation; Organizational Design; Startups; Business Startups; Collaborative Innovation and Invention; Entrepreneurship; Finance; Product Development
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      Applegate, Lynda M., Terri L. Griffith, and Ann Majchrzak. "Hyperloop Transportation Technologies: Building Breakthrough Innovations in Crowd-Powered Ecosystems." Harvard Business School Case 817-134, May 2017. (Revised October 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).
      • 2017
      • Working Paper

      Platforms, Open/User Innovation, and Ecosystems: A Strategic Leadership Perspective

      By: Elizabeth J. Altman and Michael L. Tushman
      Platform, open/user innovation, and ecosystem strategies embrace and enable interactions with external entities. Firms pursuing these approaches conduct business and interact with environments differently than those pursuing traditional closed strategies. This paper... View Details
      Keywords: Platforms; Open/user Innovation; Ecosystems; Crowdsourcing; Institutional Logics; Strategic Leadership; Top Management Teams; CEO Role; Organizational Change and Adaptation; Digital Platforms; Innovation and Invention; Organizational Design; Strategy; Managerial Roles
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      Altman, Elizabeth J., and Michael L. Tushman. "Platforms, Open/User Innovation, and Ecosystems: A Strategic Leadership Perspective." Harvard Business School Working Paper, No. 17-076, February 2017. (Revised April 2017.)
      • January 2017 (Revised August 2017)
      • Case

      Weathernews

      By: Karim R. Lakhani and Akiko Kanno
      Tomohiro Ishibashi (Bashi), chief executive officer for B to S, and Julia Foote LeStage, chief innovation officer of Weathernews Inc., were addressing a panel at the HBS Digital Summit on creative uses of big data. They told the summit attendees about how the Sakura... View Details
      Keywords: Crowdsourcing; Operations; Globalization; Weather; Forecasting and Prediction; Global Strategy
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      Lakhani, Karim R., and Akiko Kanno. "Weathernews." Harvard Business School Case 617-053, January 2017. (Revised August 2017.)
      • September 2016 (Revised October 2018)
      • Case

      LabCDMX: Experiment 50

      By: Mitchell Weiss and Maria Fernanda Miguel
      There were probably 30,000 public buses, minibuses, and vans in Mexico City. Though, in 2015, no one knew for certain since no comprehensive schedule existed. This was why el Laboratorio para la Ciudad (or LabCDMX) had spawned an effort to generate a map of the... View Details
      Keywords: Public Entrepreneurship; Experimentation; Lean Startup; Government; Innovation; Crowdsourcing; Open Data; Entrepreneurship; Social Entrepreneurship; Innovation and Invention; Innovation Leadership; Government Administration; Transportation; Transportation Industry; Mexico City; Mexico
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      Weiss, Mitchell, and Maria Fernanda Miguel. "LabCDMX: Experiment 50." Harvard Business School Case 817-031, September 2016. (Revised October 2018.)
      • 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.
      • 2016
      • Book

      Revolutionizing Innovation: Users, Communities, and Open Innovation

      By: Dietmar Harhoff and Karim R. Lakhani
      The last two decades have witnessed an extraordinary growth of new models of managing and organizing the innovation process, which emphasize users over producers. Large parts of the knowledge economy now routinely rely on users, communities, and open innovation... View Details
      Keywords: Innovation and Management; Transformation; Collaborative Innovation and Invention
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      Harhoff, Dietmar and Karim R. Lakhani, eds. Revolutionizing Innovation: Users, Communities, and Open Innovation. Cambridge, MA: MIT Press, 2016.
      • 2019
      • Working Paper

      The Wisdom of Crowds in Operations: Forecasting Using Prediction Markets

      By: Achal Bassamboo, Ruomeng Cui and Antonio Moreno
      Prediction is an important activity in various business processes, but it becomes difficult when historical information is not available, such as forecasting demand of a new product. One approach that can be applied in such situations is to crowdsource opinions from... View Details
      Keywords: Wisdom Of Crowds; Demand Forecasting; Price Forecasting; Forecasting and Prediction; Social and Collaborative Networks; Size; Performance
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      Bassamboo, Achal, Ruomeng Cui, and Antonio Moreno. "The Wisdom of Crowds in Operations: Forecasting Using Prediction Markets." Working Paper, 2019.
      • June 2015
      • Article

      You Need an Innovation Strategy

      By: Gary P. Pisano
      Why is it so hard to build and maintain the capacity to innovate? The reason is not simply a failure to execute but a failure to articulate an innovation strategy that aligns innovation efforts with the overall business strategy. Without such a strategy, companies will... View Details
      Keywords: Innovation Strategy
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      Pisano, Gary P. "You Need an Innovation Strategy." Harvard Business Review 93, no. 6 (June 2015): 44–54.
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