Evaluation of Computerized Adaptive Tests (CATs) for longitudinal monitoring of depression, anxiety, and stress reactions

被引:14
作者
Devine, Janine [1 ]
Fliege, Herbert [2 ]
Kocalevent, Rueya [3 ]
Mierke, Annett [1 ]
Klapp, Burghard F. [1 ]
Rose, Matthias [1 ,4 ]
机构
[1] Univ Med Berlin, Ctr Internal Med & Dermatol, Dept Psychosomat Med, D-10117 Berlin, Germany
[2] Dept 106 9, Fed Foreign Off Hlth Serv, D-10117 Berlin, Germany
[3] Univ Hosp Hamburg Eppendorf, Ctr Psychosocial Med, D-20246 Hamburg, Germany
[4] Univ Massachusetts, Sch Med, Worcester, MA 01655 USA
关键词
Computer Adaptive Test; Mental health; Questionnaire; Monitor; Item Response Theory; Sensitivity to change; ITEM RESPONSE THEORY; INFORMATION-SYSTEM PROMIS(R); UP AFTER-DISCHARGE; CES-D; INPATIENT REHABILITATION; ASSESSMENT INSTRUMENTS; MAJOR DEPRESSION; MENTAL-HEALTH; SYMPTOMS; QUESTIONNAIRE;
D O I
10.1016/j.jad.2014.10.063
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Background: Computerized adaptive testing (CAT) based on Item Response Theory, (IRT) offers an efficient way for accurate measurement of patient reported outcomes. The efficiency lies within a minimal response burden and a high measurement precision over a broad measurement range. The objective of the study was to evaluate and compare the responsiveness of CATs measuring anxiety, depression, and stress reaction to standard static self-assessment tools. Methods: Longitudinal data of n=595 psychosomatic inpatients were analyzed for evaluating retest-reliability and sensitivity to change of the CATs compared to static measures (GAD-7, PHQ-9, and PSQ) using correlational and ANOVA statistics. The study hypothesized that CATs are at least as retest-reliable and as sensitive to change as static tools. Results: The three CATs show a low burden for patients, administering on average 5-7 (+/- 2-6SD) items with similar retest-reliability compared to the static tools applied (A-CAT: r=.78 vs. GAD-7: r=.75, D-CAT: r=.71 vs. PHQ-9: r=.75, S-CAT: r=.80 vs. PSQworries scale: r=.80). The CATs were overall as sensitive to change as the static tools (Cohen's d ranged between .19 and .69). Limitations: This is a monocenter, observational, longitudinal study without external clinical criteria; thus generalization to other settings may be limited. Conclusions: The tested CATs belong to the first generation of CATs being used in daily routine for more than a decade. They are as retest reliable and sensitive to change as static tools. Newer CATs may provide further practical advantages. (C) 2014 Elsevier B.V. All rights reserved.
引用
收藏
页码:846 / 853
页数:8
相关论文
共 77 条
[1]   An item response theory evaluation of three depression assessment instruments in a clinical sample [J].
Adler, Mats ;
Hetta, Jerker ;
Isacsson, Goran ;
Brodin, Ulf .
BMC MEDICAL RESEARCH METHODOLOGY, 2012, 12
[2]   DSM criteria for major depression: evaluating symptom patterns using latent-trait item response models [J].
Aggen, SH ;
Neale, MC ;
Kendler, KS .
PSYCHOLOGICAL MEDICINE, 2005, 35 (04) :475-487
[3]   Item response modeling of DSM-IV mania symptoms in two representative US epidemiological samples [J].
Agrawal, A. ;
Nurnberger, J. I., Jr. ;
Lynskey, M. T. .
PSYCHOLOGICAL MEDICINE, 2010, 40 (09) :1549-1558
[4]   Evaluation of a role functioning computer adaptive test (RF-CAT) [J].
Anatchkova, M. ;
Rose, M. ;
Ware, J. ;
Bjorner, J. B. .
QUALITY OF LIFE RESEARCH, 2013, 22 (05) :1085-1092
[5]  
[Anonymous], 2000, ITEM RESPONSE THEORY
[6]  
[Anonymous], 2000, COMPUTERIZED ADAPTIV, DOI DOI 10.4324/9781410605931
[7]  
[Anonymous], 2002, Manual. Komplettversion und Kurzform: Autorisierte Deutsche Version des "Prime MD Patient Health Questionnaire (PHQ)
[8]   An item response theory analysis of DSM-IV personality disorder criteria across younger and older age groups [J].
Balsis, Steve ;
Gleason, Marci E. J. ;
Woods, Carol M. ;
Oltmanns, Thomas F. .
PSYCHOLOGY AND AGING, 2007, 22 (01) :171-185
[9]   A taxonomy for responsiveness [J].
Beaton, DE ;
Bombardier, C ;
Katz, JN ;
Wright, JG .
JOURNAL OF CLINICAL EPIDEMIOLOGY, 2001, 54 (12) :1204-1217
[10]  
Becker Janine, 2008, Depress Anxiety, V25, pE182, DOI 10.1002/da.20482