Development and Validation of Computerized Adaptive Assessment Tools for the Measurement of Posttraumatic Stress Disorder Among US Military Veterans

被引:5
|
作者
Brenner, Lisa A. [1 ,2 ,3 ]
Betthauser, Lisa M. [1 ,2 ]
Penzenik, Molly [1 ]
Germain, Anne [4 ]
Li, Jin Jun [5 ,6 ]
Chattopadhyay, Ishanu [5 ,7 ,8 ]
Frank, Ellen [4 ]
Kupfer, David J. [4 ]
Gibbons, Robert D. [5 ,7 ,9 ]
机构
[1] Eastern Colorado Hlth Care Syst, VA Rocky Mt Mental Illness Res, Educ & Clin Ctr, Rocky Mt Reg Vet Affairs Med Ctr, 1700 N Wheeling St, Aurora, CO 80045 USA
[2] Univ Colorado, Phys Med & Rehabil, Anschutz Med Campus, Aurora, CO USA
[3] Univ Colorado, Dept Psychiat & Neurol, Anschutz Med Campus, Aurora, CO USA
[4] Pittsburgh Sch Med, Pittsburgh, PA USA
[5] Univ Chicago, Dept Med, 5841 S Maryland Ave, Chicago, IL 60637 USA
[6] Univ Chicago, Dept Comp Sci, Chicago, IL 60637 USA
[7] Univ Chicago, Comm Quantitat Methods, Chicago, IL 60637 USA
[8] Univ Chicago, Comm Genet Genom & Syst Biol, Chicago, IL 60637 USA
[9] Univ Chicago, Ctr Hlth Stat, Chicago, IL 60637 USA
关键词
PTSD; SEVERITY;
D O I
10.1001/jamanetworkopen.2021.15707
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
IMPORTANCE Veterans from recent and past conflicts have high rates of posttraumatic stress disorder (PTSD). Adaptive testing strategies can increase accuracy of diagnostic screening and symptom severity measurement while decreasing patient and clinician burden. OBJECTIVE To develop and validate a computerized adaptive diagnostic (CAD) screener and computerized adaptive test (CAT) for PTSD symptom severity. DESIGN, SETTING, AND PARTICIPANTS A diagnostic study of measure development and validation was conducted at a Veterans Health Administration facility. A total of 713 US military veterans were included. The study was conducted from April 25, 2017, to November 10, 2019. MAIN OUTCOMES AND MEASURES The participants completed a PTSD-symptom questionnaire from the item bank and provided responses on the PTSD Checklist for Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition (DSM-5) (PCL-5). A subsample of 304 participants were interviewed using the Clinician-Administered Scale for PTSD for DSM-5. RESULTS Of the 713 participants, 585 were men; mean (SD) age was 52.8 (15.0) years. The CAD-PTSD reproduced the Clinician-Administered Scale for PTSD for DSM-5 PTSD diagnosis with high sensitivity and specificity as evidenced by an area under the curve of 0.91(95% CI, 0.87-0.95). The CAT-PTSD demonstrated convergent validity with the PCL-5 (r = 0.88) and also tracked PTSD diagnosis (area under the curve = 0.85; 95% CI, 0.79-0.89). The CAT-PTSD reproduced the final 203-item bank score with a correlation of r = 0.95 with a mean of only 10 adaptively administered items, a 95% reduction in patient burden. CONCLUSIONS AND RELEVANCE Using a maximum of only 6 items, the CAD-PTSD developed in this study was shown to have excellent diagnostic screening accuracy. Similarly, using a mean of 10 items, the CAT-PTSD provided valid severity ratings with excellent convergent validity with an extant scale containing twice the number of items. The 10-item CAT-PTSD also outperformed the 20-item PCL-5 in terms of diagnostic accuracy. The results suggest that scalable, valid, and rapid PTSD diagnostic screening and severity measurement are possible.
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页数:16
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