Investigating the Secondary Use of Clinical Research Data: Protocol for a Mixed Methods Study
- PMID: 36877564
- PMCID: PMC10028503
- DOI: 10.2196/44875
Investigating the Secondary Use of Clinical Research Data: Protocol for a Mixed Methods Study
Abstract
Background: The increasing emphasis to share patient data from clinical research has resulted in substantial investments in data repositories and infrastructure. However, it is unclear how shared data are used and whether anticipated benefits are being realized.
Objective: The purpose of our study is to examine the current utilization of shared clinical research data sets and assess the effects on both scientific research and public health outcomes. Additionally, the study seeks to identify the factors that hinder or facilitate the ethical and efficient use of existing data based on the perspectives of data users.
Methods: The study will utilize a mixed methods design, incorporating a cross-sectional survey and in-depth interviews. The survey will involve at least 400 clinical researchers, while the in-depth interviews will include 20 to 40 participants who have utilized data from repositories or institutional data access committees. The survey will target a global sample, while the in-depth interviews will focus on individuals who have used data collected from low- and middle-income countries. Quantitative data will be summarized by using descriptive statistics, while multivariable analyses will be used to assess the relationships between variables. Qualitative data will be analyzed through thematic analysis, and the findings will be reported in accordance with the COREQ (Consolidated Criteria for Reporting Qualitative Research) guidelines. The study received ethical approval from the Oxford Tropical Research Ethics Committee in 2020 (reference number: 568-20).
Results: The results of the analysis, including both quantitative data and qualitative data, will be available in 2023.
Conclusions: The outcomes of our study will offer crucial understanding into the current status of data reuse in clinical research, serving as a basis for guiding future endeavors to enhance the utilization of shared data for the betterment of public health outcomes and for scientific progress.
Trial registration: Thai Clinical Trials Registry TCTR20210301006; https://tinyurl.com/2p9atzhr.
International registered report identifier (irrid): DERR1-10.2196/44875.
Keywords: artificial intelligence; barriers; clinical research; clinical trials data; data reuse; data sharing; individual patient data; low- and middle-income country; machine learning; mixed methods; online survey; secondary data use.
©Naomi Waithira, Evelyne Kestelyn, Keitcheya Chotthanawathit, Anne Osterrieder, Mavuto Mukaka, Trudie Lang, Phaik Yeong Cheah. Originally published in JMIR Research Protocols (https://www.researchprotocols.org), 06.03.2023.
Conflict of interest statement
Conflicts of Interest: None declared.
Similar articles
-
Folic acid supplementation and malaria susceptibility and severity among people taking antifolate antimalarial drugs in endemic areas.Cochrane Database Syst Rev. 2022 Feb 1;2(2022):CD014217. doi: 10.1002/14651858.CD014217. Cochrane Database Syst Rev. 2022. PMID: 36321557 Free PMC article.
-
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
-
Qualitative Study.2022 Sep 18. In: StatPearls [Internet]. Treasure Island (FL): StatPearls Publishing; 2025 Jan–. 2022 Sep 18. In: StatPearls [Internet]. Treasure Island (FL): StatPearls Publishing; 2025 Jan–. PMID: 29262162 Free Books & Documents.
-
Blockchain-Based Dynamic Consent and its Applications for Patient-Centric Research and Health Information Sharing: Protocol for an Integrative Review.JMIR Res Protoc. 2024 Feb 5;13:e50339. doi: 10.2196/50339. JMIR Res Protoc. 2024. PMID: 38315514 Free PMC article.
-
Impact of summer programmes on the outcomes of disadvantaged or 'at risk' young people: A systematic review.Campbell Syst Rev. 2024 Jun 13;20(2):e1406. doi: 10.1002/cl2.1406. eCollection 2024 Jun. Campbell Syst Rev. 2024. PMID: 38873396 Free PMC article. Review.
Cited by
-
Data sharing and reuse in clinical research: Are we there yet? A cross-sectional study on progress, challenges and opportunities in LMICs.PLOS Glob Public Health. 2024 Nov 20;4(11):e0003392. doi: 10.1371/journal.pgph.0003392. eCollection 2024. PLOS Glob Public Health. 2024. PMID: 39565766 Free PMC article.
-
Artificial Intelligence in Medical Education: Promise, Pitfalls, and Practical Pathways.Adv Med Educ Pract. 2025 Jun 14;16:1039-1046. doi: 10.2147/AMEP.S523255. eCollection 2025. Adv Med Educ Pract. 2025. PMID: 40539080 Free PMC article.
-
Artificial intelligence for healthcare and medical education: a systematic review.Am J Transl Res. 2023 Jul 15;15(7):4820-4828. eCollection 2023. Am J Transl Res. 2023. PMID: 37560249 Free PMC article. Review.
-
Public perspectives on increased data sharing in health research in the context of the 2023 National Institutes of Health Data Sharing Policy.PLoS One. 2024 Aug 28;19(8):e0309161. doi: 10.1371/journal.pone.0309161. eCollection 2024. PLoS One. 2024. PMID: 39197051 Free PMC article.
References
-
- Wilkinson T, Sinha S, Peek N, Geifman N. Clinical trial data reuse - overcoming complexities in trial design and data sharing. Trials. 2019 Aug 19;20(1):513. doi: 10.1186/s13063-019-3627-6. https://trialsjournal.biomedcentral.com/articles/10.1186/s13063-019-3627-6 10.1186/s13063-019-3627-6 - DOI - DOI - PMC - PubMed
-
- Coady SA, Mensah GA, Wagner EL, Goldfarb ME, Hitchcock DM, Giffen CA. Use of the National Heart, Lung, and Blood Institute Data Repository. N Engl J Med. 2017 May 11;376(19):1849–1858. doi: 10.1056/NEJMsa1603542. https://europepmc.org/abstract/MED/28402243 - DOI - PMC - PubMed
-
- Poespoprodjo JR, Fobia W, Kenangalem E, Lampah DA, Sugiarto P, Tjitra E, Anstey NM, Price RN. Treatment policy change to dihydroartemisinin-piperaquine contributes to the reduction of adverse maternal and pregnancy outcomes. Malar J. 2015 Jul 15;14:272. doi: 10.1186/s12936-015-0794-0. https://malariajournal.biomedcentral.com/articles/10.1186/s12936-015-0794-0 10.1186/s12936-015-0794-0 - DOI - DOI - PMC - PubMed
-
- World Health Organization Targeted update: Safety and efficacy of hydroxychloroquine or chloroquine for treatment of COVID-19. World Health Organization. [2023-02-17]. https://cdn.who.int/media/docs/default-source/blue-print/targeted-update... .
Grants and funding
LinkOut - more resources
Full Text Sources