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A randomized trial provided new evidence on the accuracy and efficiency of traditional vs. electronically annotated abstraction approaches in systematic reviews
- Source :
- Journal of clinical epidemiology. 115
- Publication Year :
- 2019
-
Abstract
- Objectives Data Abstraction Assistant (DAA) is a software for linking items abstracted into a data collection form for a systematic review to their locations in a study report. We conducted a randomized cross-over trial that compared DAA-facilitated single-data abstraction plus verification (“DAA verification”), single data abstraction plus verification (“regular verification”), and independent dual data abstraction plus adjudication (“independent abstraction”). Study Design and Setting This study is an online randomized cross-over trial with 26 pairs of data abstractors. Each pair abstracted data from six articles, two per approach. Outcomes were the proportion of errors and time taken. Results Overall proportion of errors was 17% for DAA verification, 16% for regular verification, and 15% for independent abstraction. DAA verification was associated with higher odds of errors when compared with regular verification (adjusted odds ratio [OR] = 1.08; 95% confidence interval [CI]: 0.99–1.17) or independent abstraction (adjusted OR = 1.12; 95% CI: 1.03–1.22). For each article, DAA verification took 20 minutes (95% CI: 1–40) longer than regular verification, but 46 minutes (95% CI: 26 to 66) shorter than independent abstraction. Conclusion Independent abstraction may only be necessary for complex data items. DAA provides an audit trail that is crucial for reproducible research.
- Subjects :
- Epidemiology
Computer science
Abstracting and Indexing
law.invention
Odds
03 medical and health sciences
Random Allocation
Young Adult
0302 clinical medicine
systematic review
Randomized controlled trial
law
Statistics
Odds Ratio
Humans
030212 general & internal medicine
Abstraction
Data abstraction
Data collection
Cross-Over Studies
accuracy
Data Collection
software application
Odds ratio
Confidence interval
Systematic review
efficiency
data abstraction
randomized cross-over trial
030217 neurology & neurosurgery
Software
Systematic Reviews as Topic
Subjects
Details
- ISSN :
- 18785921
- Volume :
- 115
- Database :
- OpenAIRE
- Journal :
- Journal of clinical epidemiology
- Accession number :
- edsair.doi.dedup.....adb9d911577f49b827025abecbca53c7