Development and Evaluation of a Human-in-the-Loop Data Curation Training Program to Support a Digital Clinical Trial Platform: Descriptive Feasibility Study

Standardized human-in-the-loop workflows for clinical trial data stewardship can be implemented with individuals without prior clinical trials or informatics experience when supported by structured training and quality assurance. This study complements prior feasibility work on embedding trial knowledge tools in community oncology settings by focusing on the sustainability of the underlying content pipeline. Further evaluation is needed to assess scalability across institutions and durability over longer periods of platform maturation.

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Publication Details

Journal
JMIR Formative Research
Published
2026-02-18
DOI
https://doi.org/10.2196/81257
Primary Topic
Ethics in Clinical Research
Type
article
Field-Weighted Citation Impact
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article

Development and Evaluation of a Human-in-the-Loop Data Curation Training Program to Support a Digital Clinical Trial Platform: Descriptive Feasibility Study

Amanda Chang, Mirna Issa, Olivia Yang, Qaiss Dweik et al.
JMIR Formative Research
Ethics in Clinical Research
article

Development and Evaluation of a Human-in-the-Loop Data Curation Training Program to Support a Digital Clinical Trial Platform: Descriptive Feasibility Study

Amanda Chang, Mirna Issa, Olivia Yang, Qaiss Dweik, Jeffrey Doeve, Shreya Arcot, Shriya Amara, Shiven Bhakta, Iman Baber, Kawan Shali, Tony Kin Wai Hung
article en

Abstract

Standardized human-in-the-loop workflows for clinical trial data stewardship can be implemented with individuals without prior clinical trials or informatics experience when supported by structured training and quality assurance. This study complements prior feasibility work on embedding trial knowledge tools in community oncology settings by focusing on the sustainability of the underlying content pipeline. Further evaluation is needed to assess scalability across institutions and durability over longer periods of platform maturation.

JMIR Formative ResearchVol. 10
Hartford Hospital (US), University of California, Los Angeles (US)
Openalex Percentile: Top 54%
Ethics in Clinical Research
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Development and Evaluation of a Human-in-the-Loop Data Curation Training Program to Support a Digital Clinical Trial Platform: Descriptive Feasibility Study — Amanda Chang, Mirna Issa, et al. · JMIR Formative Research (2026) | TGRS Research Map | TGRS