Applications of crowdsourcing in health: an overview
- PMID: 29564087
- PMCID: PMC5840433
- DOI: 10.7189/jogh.08.010502
Applications of crowdsourcing in health: an overview
Abstract
Background: Crowdsourcing is a nascent phenomenon that has grown exponentially since it was coined in 2006. It involves a large group of people solving a problem or completing a task for an individual or, more commonly, for an organisation. While the field of crowdsourcing has developed more quickly in information technology, it has great promise in health applications. This review examines uses of crowdsourcing in global health and health, broadly.
Methods: Semantic searches were run in Google Scholar for "crowdsourcing," "crowdsourcing and health," and similar terms. 996 articles were retrieved and all abstracts were scanned. 285 articles related to health. This review provides a narrative overview of the articles identified.
Results: Eight areas where crowdsourcing has been used in health were identified: diagnosis; surveillance; nutrition; public health and environment; education; genetics; psychology; and, general medicine/other. Many studies reported crowdsourcing being used in a diagnostic or surveillance capacity. Crowdsourcing has been widely used across medical disciplines; however, it is important for future work using crowdsourcing to consider the appropriateness of the crowd being used to ensure the crowd is capable and has the adequate knowledge for the task at hand. Gamification of tasks seems to improve accuracy; other innovative methods of analysis including introducing thresholds and measures of trustworthiness should be considered.
Conclusion: Crowdsourcing is a new field that has been widely used and is innovative and adaptable. With the exception of surveillance applications that are used in emergency and disaster situations, most uses of crowdsourcing have only been used as pilots. These exceptions demonstrate that it is possible to take crowdsourcing applications to scale. Crowdsourcing has the potential to provide more accessible health care to more communities and individuals rapidly and to lower costs of care.
Conflict of interest statement
Competing interests: The author has completed the ICMJE uniform disclosure form at http://www.icmje.org/coi_disclosure.pdf (available upon request from the corresponding author) and declares no conflict of interest.
Similar articles
-
"Crowdsourcing" ten years in: A review.J Glob Health. 2017 Dec;7(2):020602. doi: 10.7189/jogh.07.020602. J Glob Health. 2017. PMID: 29302322 Free PMC article. Review.
-
The future of Cochrane Neonatal.Early Hum Dev. 2020 Nov;150:105191. doi: 10.1016/j.earlhumdev.2020.105191. Epub 2020 Sep 12. Early Hum Dev. 2020. PMID: 33036834
-
Identifying potential uses of crowdsourcing in global health, conflict, and humanitarian settings: an adapted CHNRI (Child Health and Nutrition Initiative) exercise.J Glob Health. 2018 Dec;8(2):020704. doi: 10.7189/jogh.08.020704. J Glob Health. 2018. PMID: 30410741 Free PMC article.
-
Mapping of Crowdsourcing in Health: Systematic Review.J Med Internet Res. 2018 May 15;20(5):e187. doi: 10.2196/jmir.9330. J Med Internet Res. 2018. PMID: 29764795 Free PMC article.
-
Crowdsourcing citation-screening in a mixed-studies systematic review: a feasibility study.BMC Med Res Methodol. 2021 Apr 26;21(1):88. doi: 10.1186/s12874-021-01271-4. BMC Med Res Methodol. 2021. PMID: 33906604 Free PMC article.
Cited by
-
Crowdsourcing contests to facilitate community engagement in HIV cure research: a qualitative evaluation of facilitators and barriers of participation.BMC Public Health. 2020 Jan 15;20(1):67. doi: 10.1186/s12889-020-8185-z. BMC Public Health. 2020. PMID: 31941478 Free PMC article.
-
Digital crowdsourced intervention to promote HIV testing among MSM in China: study protocol for a cluster randomized controlled trial.Trials. 2020 Nov 17;21(1):931. doi: 10.1186/s13063-020-04860-8. Trials. 2020. PMID: 33203449 Free PMC article.
-
Crowdsourcing snake identification with online communities of professional herpetologists and avocational snake enthusiasts.R Soc Open Sci. 2021 Jan 13;8(1):201273. doi: 10.1098/rsos.201273. eCollection 2021 Jan. R Soc Open Sci. 2021. PMID: 33614073 Free PMC article.
-
Decision-making for congenital anomalies diagnosed during pregnancy: a narrative review.J Assist Reprod Genet. 2024 May;41(5):1143-1151. doi: 10.1007/s10815-024-03112-x. Epub 2024 Apr 17. J Assist Reprod Genet. 2024. PMID: 38630201 Free PMC article. Review.
-
A treatment recommender clinical decision support system for personalized medicine: method development and proof-of-concept for drug resistant tuberculosis.BMC Med Inform Decis Mak. 2022 Mar 2;22(1):56. doi: 10.1186/s12911-022-01790-0. BMC Med Inform Decis Mak. 2022. PMID: 35236355 Free PMC article.
References
-
- Howe J. The rise of crowdsourcing. Wired magazine. 2006;14:1-4.
-
- Estellés-Arolas E, González-Ladrón-de-Guevara F. Towards an integrated crowdsourcing definition. J Inf Sci. 2012;38:189–200. doi: 10.1177/0165551512437638. - DOI
Publication types
MeSH terms
LinkOut - more resources
Full Text Sources
Other Literature Sources
Medical