دورية أكاديمية

Optimizing data integration in trials that use EHR data: lessons learned from a multi-center randomized clinical trial

التفاصيل البيبلوغرافية
العنوان: Optimizing data integration in trials that use EHR data: lessons learned from a multi-center randomized clinical trial
المؤلفون: Sudha R. Raman, Laura G. Qualls, Bradley G. Hammill, Adam J. Nelson, Ester Kim Nilles, Keith Marsolo, Emily C. O’Brien
المصدر: Trials, Vol 24, Iss 1, Pp 1-8 (2023)
بيانات النشر: BMC, 2023.
سنة النشر: 2023
المجموعة: LCC:Medicine (General)
مصطلحات موضوعية: Research design, Electronic health records, Pragmatic clinical trial as topic, Data quality, Medicine (General), R5-920
الوصف: Abstract Background Despite great promise, trials that ascertain patient clinical data from electronic health records (EHR), referred to here as “EHR-sourced” trials, are limited by uncertainty about how existing trial sites and infrastructure can be best used to operationalize study goals. Evidence is needed to support the practical use of EHRs in contemporary clinical trial settings. Main text We describe a demonstration project that used EHR data to complement data collected for a contemporary multi-center pharmaceutical industry outcomes trial, and how a central coordinating center supported participating sites through the technical, governance, and operational aspects of this type of activity. We discuss operational considerations related to site selection, data extraction, site performance, and data transfer and quality review, and we outline challenges and lessons learned. We surveyed potential sites and used their responses to assess feasibility, determine the potential capabilities of sites and choose an appropriate data extraction strategy. We designed a flexible, multimodal approach for data extraction, enabling each site to either leverage an existing data source, create a new research datamart, or send all data to the central coordinating center to produce the requisite data elements. We evaluated site performance, as reflected by the speed of contracting and IRB approval, total patients enrolled, enrollment yield, data quality, and compared performance by data collection strategy. Conclusion While broadening the type of sites able to participate in EHR-sourced trials may lead to greater generalizability and improved enrollment, sites with fewer technical resources may require additional support to participate. Central coordinating center support is essential to facilitate the execution of operational processes. Future work should focus on sharing lessons learned and creating reusable tools to facilitate participation of heterogeneous trial sites.
نوع الوثيقة: article
وصف الملف: electronic resource
اللغة: English
تدمد: 1745-6215
العلاقة: https://doaj.org/toc/1745-6215Test
DOI: 10.1186/s13063-023-07563-y
الوصول الحر: https://doaj.org/article/614b4b1b8b624f3bb13099f04b48ae4dTest
رقم الانضمام: edsdoj.614b4b1b8b624f3bb13099f04b48ae4d
قاعدة البيانات: Directory of Open Access Journals
الوصف
تدمد:17456215
DOI:10.1186/s13063-023-07563-y