Skip to main content
Log in

Crowdsourcing and its relationship to wisdom of the crowd and insight building: a bibliometric study

  • Published:
Scientometrics Aims and scope Submit manuscript

Abstract

First coined in 2006, the term ‘crowdsourcing’ began to appear as a concept in academic literature around 2009. Since then academic research on this topic has been showing a rising trend, most prominently in the field of computer science and its subfields. Analysis of the types of motivations for using crowdsourcing shows that extrinsic motivations are mentioned more often in the literature, compared to intrinsic ones. This serves to establish the perception of crowdsourcing as a research method for gaining robust insight on an issue, rather than as a recreational activity for personal development. Finally, the findings of this study reveal that China is emerging as the main funder and producer of papers on crowdsourcing.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Fig. 1
Fig. 2

source: Clarivate Analytics

Fig. 3
Fig. 4
Fig. 5
Fig. 6

Similar content being viewed by others

References

  • Amsterdamer, Y., & Milo, T. (2014). Foundations of crowd data sourcing. SIGMOD Record, 43(4), 5–14.

    Article  Google Scholar 

  • Bassi, H., Christopher, J. L., Misener, L., & Johnson, A. M. (2020). Exploring the characteristics of crowdsourcing: An online observational study. Journal of Information Science, 46(3), 291–312. https://doi.org/10.1177/0165551519828626

    Article  Google Scholar 

  • Certoma, C., Corsini, F., & Rizzi, F. (2015). Crowdsourcing urban sustainability: Data people and technologies in participatory governance. Futures, 74, 93–106.

    Article  Google Scholar 

  • Dimitrova, S., & Scarso, E. (2017). The impact of crowdsourcing on the evolution of knowledge management: Insights from a case study. Knowledge and Process Management, 24(4), 287–295.

    Article  Google Scholar 

  • Drabham, D. C. (2009). Crowdsourcing the public participation process for planning projects. Planning Theory, 8(3), 242–262.

    Article  Google Scholar 

  • Drabham, D. C. (2013). Crowdsourcing. The MIT Press.

    Book  Google Scholar 

  • Estelle´s-Arolas, E., & Gonza´lez-EFL, F. (2012). Towards an integrated crowdsourcing definition. Journal of Information Science, 38(2), 189–200.

    Article  Google Scholar 

  • Feng, Y. Y., Hua, J., Yu, Y., Yang, C., & Cui, T. (2018). Gamification artifacts and crowdsourcing participation: Examining the mediating role of intrinsic motivations. Computers in Human Behavior, 81, 124–136.

    Article  Google Scholar 

  • Ferraz, I. R., Gouvea, M. A., & Barreto, I. F. (2017). Determinants factors of participation in crowdsourcing initiatives. Journal of Management and Technology, 17(1), 107–129.

    Google Scholar 

  • Ghezzi, A., Gabelloni, D., Martini, A., & Natalicchio, A. (2018). Crowdsourcing: A review and suggestions for future research. International Journal of Management Reviews, 20(2), 343–363.

    Article  Google Scholar 

  • Gonzalez-Albo, B., & Bordons, M. (2011). Articles vs proceeding papers: Do they differ in research relevance and impact? A case study in the library and Information science field. Journal of Informetrics, 5(3), 369–381.

    Article  Google Scholar 

  • Heckman, L. (2004). Wisdom of the Crowd (a book review). Library Journal, 129(6), 105–105.

    Google Scholar 

  • Ingwersen, P., Larsen, B., Garcia-Zorita, J. C., Serrano-López, A. E., & Sanz-Casado, E. (2014). Influence of proceeding papers on citation impact in seven sub-fields of sustainable energy research 2005–2011. Scientometrics, 101(2), 1273–1292.

    Article  Google Scholar 

  • Liao, P., Wan, Y., Tang, P., Wu, C., Hu, Y., & Zhang, S. (2019). Applying crowdsourcing techniques in urban planning: A bibliometric analysis of research and practice prospects. Cities, 94, 33–43.

    Article  Google Scholar 

  • Moore, D. S. (1997). Active practice of statistics (p. 233). W.H. Freeman company.

    Google Scholar 

  • Oishi, K., Cebrian, M., Abeliuk, A., Abeliuk, A., & Masuda, N. (2014). Iterated crowdsourcing dilemma game. Scientific Reports, 4, 4100.

    Article  Google Scholar 

  • Pinto, S. F. L., & Denner, D. S. C. (2018). Motivations of crowdsourcing contributors. Innovation and Management Review, 15(1), 58–72.

    Article  Google Scholar 

  • Randhawa, K., Wilden, R., & West, J. (2019). Crowdsourcing without profit: The role of the seeker in open social innovation. R&D Management, 49(30), 298–317.

    Article  Google Scholar 

  • Surowieck, J. (2004). The wisdom of the crowd. Anchor.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Avishag Gordon.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Gordon, A. Crowdsourcing and its relationship to wisdom of the crowd and insight building: a bibliometric study. Scientometrics 126, 4373–4382 (2021). https://doi.org/10.1007/s11192-021-03932-z

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11192-021-03932-z

Keywords

Navigation