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

被引:13
|
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 50 条
  • [1] Computerized adaptive tests for ambulatory monitoring
    Nolte, Sandra
    Rose, Matthias
    Fischer, Felix
    [J]. QUALITY OF LIFE RESEARCH, 2014, 23 : 8 - 8
  • [2] VALIDATION OF A COMPUTERIZED ADAPTIVE TEST FOR DEPRESSION AND ANXIETY IN PRIMARY CARE
    Minc, Alexa
    Kass, Andrea E.
    Laiteerapong, Neda
    Gibbons, Robert
    [J]. JOURNAL OF GENERAL INTERNAL MEDICINE, 2017, 32 : S373 - S374
  • [4] COMPUTERIZED AND CLINICIAN ASSESSMENT OF DEPRESSION AND ANXIETY - RESPONDENT EVALUATION AND SATISFACTION
    KOBAK, KA
    REYNOLDS, WM
    GREIST, JH
    [J]. JOURNAL OF PERSONALITY ASSESSMENT, 1994, 63 (01) : 173 - 180
  • [5] Longitudinal invariance and information of the Depression, Anxiety, and Stress Scales
    Anghel, Ella
    [J]. JOURNAL OF CLINICAL PSYCHOLOGY, 2020, 76 (10) : 1923 - 1937
  • [6] Depression, anxiety and stress following traumatic injury: a longitudinal study
    Wiseman, T.
    Curtis, K.
    Lam, M.
    Foster, K.
    [J]. INTERNATIONAL EMERGENCY NURSING, 2014, 22 (04) : 263 - 263
  • [7] Intensive Longitudinal Adaptive Assessment: Item Selection and Stopping Rules in Highly Multidimensional Computerized Adaptive Tests
    McClure, Kenneth
    [J]. MULTIVARIATE BEHAVIORAL RESEARCH, 2024, 59 (03) : 642 - 643
  • [8] ANOMALOUS STRESS REACTIONS IN PATIENTS SUFFERING FROM DEPRESSION AND ANXIETY
    BRIERLEY, H
    JAMIESON, R
    [J]. JOURNAL OF NEUROLOGY NEUROSURGERY AND PSYCHIATRY, 1974, 37 (04): : 455 - 462
  • [9] Precision where you need it? Comparing different computerized adaptive tests for depression screening
    Devine, Janine
    Nolte, Sandra
    Rose, Matthias
    Blank, Arthur
    McKee, M. Diane
    Bjorner, Jakob
    Kroenke, Kurt
    [J]. QUALITY OF LIFE RESEARCH, 2013, 22
  • [10] Incidence of depression, anxiety and stress following traumatic injury: a longitudinal study
    Taneal A Wiseman
    Kate Curtis
    Mary Lam
    Kim Foster
    [J]. Scandinavian Journal of Trauma, Resuscitation and Emergency Medicine, 23