Accepted for/Published in: JMIR Mental Health
Date Submitted: Sep 15, 2021
Date Accepted: Oct 17, 2021
Date Submitted to PubMed: Oct 19, 2021
Prevalence and Temporal Trends Analysis of Instruments in Posttraumatic Stress Disorder using Text Mining
ABSTRACT
Background:
Various instruments have been developed and applied in posttraumatic stress disorders (PTSD) for patients screening and diagnosis.
Objective:
The study comprehensively investigates prevalence and temporal trends of the majority instruments used in PTSD related studies.
Methods:
A total of 1345 clinical trials registered files from ClinicalTrials.gov and 9422 abstracts from PubMed database ranging from year 2005 to year 2020 were downloaded for this study. The instruments applied in clinical trials were manually annotated, and instruments in abstracts were recognized with exact string matching. The prevalence score of one instrument in a certain period is calculated as the number of studies divided by the number of appearance of the instrument. With the yearly prevalence index of each instrument calculated, we conducted a trends analysis and compared the index change trends between instruments.
Results:
A total of 4178 instrument synonyms were annotated, which were mapped to 1423 unique instruments. In the 16 years from 2005 to 2020, only 10 instruments were used more than once per year, the top 4 most used instruments were PTSD Checklist (PCL), Clinician Administered PTSD Scale (CAPS), Patient Health Questionnaire (PHQ) and Beck Depression Inventory (BDI). There were 18 instruments whose yearly prevalence index score exceeded 0.1 at least once during the 16 years. The changes in trends and time points of partial instruments in clinical trials and PubMed abstracts are highly consistent. The average time duration of a PTSD related trial was 1495.5 days or approximately 4 years from submission to Clinicaltrial.gov to publishment on journal.
Conclusions:
The application of widely accepted and appropriate instruments can help improve the reliability of research results in PTSD clinical studies. With the broad text data from real clinical trials and published articles, we investigated and compared the usage of instruments in PTSD research community. We make the resource of this study available on http://bmtongji.cn:1236/scale/index.
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© The authors. All rights reserved. This is a privileged document currently under peer-review/community review (or an accepted/rejected manuscript). Authors have provided JMIR Publications with an exclusive license to publish this preprint on it's website for review and ahead-of-print citation purposes only. While the final peer-reviewed paper may be licensed under a cc-by license on publication, at this stage authors and publisher expressively prohibit redistribution of this draft paper other than for review purposes.