Researchers' perspectives of accessing healthcare systems data for use in randomised controlled trials

OBJECTIVES: Identify the key challenges and opportunities researchers face when accessing healthcare systems data (HSD) for randomised controlled trials (RCTs) and develop a consolidated set of recommended improvements. METHODS: Multidisciplinary researchers with expertize in RCTs were invited to participate in online focus groups and individual interviews to share their experiences of accessing HSD. Data were analyzed using directed content analysis guided by themes identified in prior research. RESULTS: Three distinct stages of the HSD access process were identified, covering preparation, submission of a data access application to a provider, and working with the received data, each presenting specific challenges and opportunities for improvement. In the preapplication stage, participants highlighted limited awareness and experience with HSD and emphasized the need for clearer guidance. During the data access application stage, researchers described difficulties related to the mismatch between application requirements and the needs of RCTs, as well as delays in progression. In the postapplication stage, challenges in receiving and working with the data were reported, alongside recognition of the tangible benefits that HSD can provide for trial delivery and quality. CONCLUSION: Identifying challenges across the HSD access process can help trial teams anticipate potential obstacles and plan more effectively. Given that the current application process does not fully meet the needs of RCTs, the recommendations derived from this work highlight key areas for improvement that providers could implement to reduce barriers and better support the use of HSD in trials.

Authors

Institutions

Publication Details

Journal
Journal of Clinical Epidemiology
Published
2026-04-06
DOI
https://doi.org/10.1016/j.jclinepi.2026.112268
Primary Topic
Health Policy Implementation Science
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Researchers' perspectives of accessing healthcare systems data for use in randomised controlled trials

Charis Xuan Xie, Susanna Dodd, Katie Gillies, Alice-Maria Toader et al.
Journal of Clinical Epidemiology
Health Policy Implementation Science
article

Researchers' perspectives of accessing healthcare systems data for use in randomised controlled trials

Charis Xuan Xie, Susanna Dodd, Katie Gillies, Alice-Maria Toader, Carrol L. Gamble
article en

Abstract

OBJECTIVES: Identify the key challenges and opportunities researchers face when accessing healthcare systems data (HSD) for randomised controlled trials (RCTs) and develop a consolidated set of recommended improvements. METHODS: Multidisciplinary researchers with expertize in RCTs were invited to participate in online focus groups and individual interviews to share their experiences of accessing HSD. Data were analyzed using directed content analysis guided by themes identified in prior research. RESULTS: Three distinct stages of the HSD access process were identified, covering preparation, submission of a data access application to a provider, and working with the received data, each presenting specific challenges and opportunities for improvement. In the preapplication stage, participants highlighted limited awareness and experience with HSD and emphasized the need for clearer guidance. During the data access application stage, researchers described difficulties related to the mismatch between application requirements and the needs of RCTs, as well as delays in progression. In the postapplication stage, challenges in receiving and working with the data were reported, alongside recognition of the tangible benefits that HSD can provide for trial delivery and quality. CONCLUSION: Identifying challenges across the HSD access process can help trial teams anticipate potential obstacles and plan more effectively. Given that the current application process does not fully meet the needs of RCTs, the recommendations derived from this work highlight key areas for improvement that providers could implement to reduce barriers and better support the use of HSD in trials.

Journal of Clinical EpidemiologyVol. 195
University of Liverpool (GB), Queen Mary University of London (GB), University of Aberdeen (GB), Liverpool John Moores University (GB)
Openalex Percentile: Top 29%
Health Policy Implementation Science
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.