IDEAS home Printed from https://ideas.repec.org/p/osf/socarx/ujx8j.html
   My bibliography  Save this paper

Crowd Science: Measurements, Models, and Methods

Author

Listed:
  • Prpić, John

Abstract

The increasing practice of engaging crowds, where organizations use IT to connect with dispersed individuals for explicit resource creation purposes, has precipitated the need to measure the precise processes and benefits of these activities over myriad different implementations. In this work, we seek to address these salient and non-trivial considerations by laying a foundation of theory, measures, and research methods that allow us to test crowd engagement efficacy across organizations, industries, technologies, and geographies. To do so, we anchor ourselves in the Theory of Crowd Capital, a generalizable framework for studying IT-mediated crowd engagement phenomena, and put forth an empirical apparatus of testable measures and generalizable methods to begin to unify the field of crowd science. Prpić, J., & Shukla, P. (2016). Crowd Science: Measurements, Models, and Methods. Proceedings of the Hawaii International Conference on System Sciences #49. January 2016, Kauai, Hawaii, USA. IEEE Computer Society Press.

Suggested Citation

  • Prpić, John, 2017. "Crowd Science: Measurements, Models, and Methods," SocArXiv ujx8j, Center for Open Science.
    • Handle: RePEc:osf:socarx:ujx8j
    DOI: 10.31219/osf.io/ujx8j
    as

    Download full text from publisher

    File URL: https://osf.io/download/589d6742b83f6902c7044a12/
    Download Restriction: no
    File URL: https://libkey.io/10.31219/osf.io/ujx8j?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Karim R. Lakhani & Jill A. Panetta, 2007. "The Principles of Distributed Innovation," Innovations: Technology, Governance, Globalization, MIT Press, vol. 2(3), pages 97-112, July.
    2. Hristos Doucouliagos & Mehmet Ali Ulubaşoğlu, 2008. "Democracy and Economic Growth: A Meta‐Analysis," American Journal of Political Science, John Wiley & Sons, vol. 52(1), pages 61-83, January.
    3. James G. March, 1991. "Exploration and Exploitation in Organizational Learning," Organization Science, INFORMS, vol. 2(1), pages 71-87, February.
    4. Prpić, John & Shukla, Prashant P. & Kietzmann, Jan H. & McCarthy, Ian P., 2015. "How to work a crowd: Developing crowd capital through crowdsourcing," Business Horizons, Elsevier, vol. 58(1), pages 77-85.
    5. Lars Bo Jeppesen & Karim R. Lakhani, 2010. "Marginality and Problem-Solving Effectiveness in Broadcast Search," Organization Science, INFORMS, vol. 21(5), pages 1016-1033, October.
    6. repec:reg:rpubli:460 is not listed on IDEAS
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Bruneel, Johan & Clarysse, Bart & Bobelyn, Annelies & Wright, Mike, 2020. "Liquidity events and VC-backed academic spin-offs: The role of search alliances," Research Policy, Elsevier, vol. 49(10).
    2. Mohammadi, Ali & Broström, Anders & Franzoni, Chiara, 2015. "Work Force Composition and Innovation: How Diversity in Employees’ Ethnical and Disciplinary Backgrounds Facilitates Knowledge Re-combination," Working Paper Series in Economics and Institutions of Innovation 413, Royal Institute of Technology, CESIS - Centre of Excellence for Science and Innovation Studies.
    3. Barry L. Bayus, 2013. "Crowdsourcing New Product Ideas over Time: An Analysis of the Dell IdeaStorm Community," Management Science, INFORMS, vol. 59(1), pages 226-244, June.
    4. Xie, Zongjie & Hall, Jeremy & McCarthy, Ian P. & Skitmore, Martin & Shen, Liyin, 2016. "Standardization efforts: The relationship between knowledge dimensions, search processes and innovation outcomes," Technovation, Elsevier, vol. 48, pages 69-78.
    5. Brunswicker, Sabine & Bilgram, Volker & Fueller, Johann, 2017. "Taming wicked civic challenges with an innovative crowd," Business Horizons, Elsevier, vol. 60(2), pages 167-177.
    6. Raffaele Conti & Alfonso Gambardella & Myriam Mariani, 2014. "Learning to Be Edison: Inventors, Organizations, and Breakthrough Inventions," Organization Science, INFORMS, vol. 25(3), pages 833-849, June.
    7. Sam Arts & Lee Fleming, 2018. "Paradise of Novelty—Or Loss of Human Capital? Exploring New Fields and Inventive Output," Organization Science, INFORMS, vol. 29(6), pages 1074-1092, December.
    8. Rajat Khanna & Isin Guler, 2022. "Degree assortativity in collaboration networks and invention performance," Strategic Management Journal, Wiley Blackwell, vol. 43(7), pages 1402-1430, July.
    9. Linda Argote & Sunkee Lee & Jisoo Park, 2021. "Organizational Learning Processes and Outcomes: Major Findings and Future Research Directions," Management Science, INFORMS, vol. 67(9), pages 5399-5429, September.
    10. Jose-Luis Hervas-Oliver, 2012. "Are technological gatekeepers constraining my cluster? Unfolding the paradox of gatekeepers resilience across cluster life cycle stages," Papers in Evolutionary Economic Geography (PEEG) 1206, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised May 2012.
    11. Majid Majzoubi & Eric Yanfei Zhao, 2023. "Going beyond optimal distinctiveness: Strategic positioning for gaining an audience composition premium," Strategic Management Journal, Wiley Blackwell, vol. 44(3), pages 737-777, March.
    12. Yuan Jin & Ho Cheung Brian Lee & Sulin Ba & Jan Stallaert, 2021. "Winning by Learning? Effect of Knowledge Sharing in Crowdsourcing Contests," Information Systems Research, INFORMS, vol. 32(3), pages 836-859, September.
    13. Keyvan Vakili & Sarah Kaplan, 2021. "Organizing for innovation: A contingency view on innovative team configuration," Strategic Management Journal, Wiley Blackwell, vol. 42(6), pages 1159-1183, June.
    14. Adrián Kovács & Bart Looy & Bruno Cassiman, 2015. "Exploring the scope of open innovation: a bibliometric review of a decade of research," Scientometrics, Springer;Akadémiai Kiadó, vol. 104(3), pages 951-983, September.
    15. Christoph Riedl & Victor P. Seidel, 2018. "Learning from Mixed Signals in Online Innovation Communities," Organization Science, INFORMS, vol. 29(6), pages 1010-1032, December.
    16. Yasser Alizadeh & Antonie J. Jetter, 2019. "Pathways for Balancing Exploration and Exploitation in Innovations: A Review and Expansion of Ambidexterity Theory," International Journal of Innovation and Technology Management (IJITM), World Scientific Publishing Co. Pte. Ltd., vol. 16(05), pages 1-33, August.
    17. Regina Lenart-Gansiniec, 2017. "Factors Influencing Decisions about Crowdsourcing in the Public Sector: A Literature Review," Acta Universitatis Agriculturae et Silviculturae Mendelianae Brunensis, Mendel University Press, vol. 65(6), pages 1997-2005.
    18. Pierre Pelletier & Kevin Wirtz, 2023. "Sails and Anchors: The Complementarity of Exploratory and Exploitative Scientists in Knowledge Creation," Papers 2312.10476, arXiv.org.
    19. Täuscher, Karl, 2017. "Leveraging collective intelligence: How to design and manage crowd-based business models," Business Horizons, Elsevier, vol. 60(2), pages 237-245.
    20. Powell, Walter W. & Giannella, Eric, 2010. "Collective Invention and Inventor Networks," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 1, chapter 0, pages 575-605, Elsevier.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:osf:socarx:ujx8j. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: OSF (email available below). General contact details of provider: https://arabixiv.org .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.