Validation of computerized adaptive testing in an outpatient nonacademic setting: The VOCATIONS trial

Psychiatric Services

Volumn 66, Issue 10, 2015, Pages 1091-1096

  Achtyes, Eric D ^a,b   Halstead, Scott ^a   Smart, Le Ann ^a   Moore, Tara ^c   Frank, Ellen ^c   Kupfer, David J ^c   Gibbons, Robert ^d  

^a Pine Rest Christian Mental Health Services   (United States)

^b MICHIGAN STATE UNIVERSITY   (United States)

^c UNIVERSITY OF PITTSBURGH SCHOOL OF MEDICINE   (United States)

^d UNIVERSITY OF CHICAGO   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ADULT; AGED; ARTICLE; BIPOLAR DISORDER; BIPOLAR DISORDER NOT OTHERWISE SPECIFIED; BIPOLAR I DISORDER; BIPOLAR II DISORDER; CENTER FOR EPIDEMIOLOGICAL STUDIES DEPRESSION SCALE; COMPUTERIZED ADAPTIVE TESTING; DISEASE SEVERITY; DSM-IV-TR; FEMALE; GENERALIZED ANXIETY DISORDER; GLOBAL ASSESSMENT OF FUNCTIONING; HAMILTON DEPRESSION RATING SCALE; HUMAN; MAJOR CLINICAL STUDY; MAJOR DEPRESSION; MALE; MIDDLE AGED; OUTPATIENT DEPARTMENT; PATIENT HEALTH QUESTIONNAIRE; PROSPECTIVE STUDY; SENSITIVITY AND SPECIFICITY; STRUCTURED CLINICAL INTERVIEW FOR DSM DISORDERS; VALIDATION STUDY; YOUNG ADULT; ANXIETY DISORDERS; COMPUTER ASSISTED DIAGNOSIS; CROSS-SECTIONAL STUDY; DEPRESSIVE DISORDER, MAJOR; DIAGNOSTIC AND STATISTICAL MANUAL OF MENTAL DISORDERS; OUTPATIENT; PSYCHOLOGICAL RATING SCALE; PSYCHOLOGY; SEVERITY OF ILLNESS INDEX; STANDARDS;

ADULT; ANXIETY DISORDERS; BIPOLAR DISORDER; CROSS-SECTIONAL STUDIES; DEPRESSIVE DISORDER, MAJOR; DIAGNOSIS, COMPUTER-ASSISTED; DIAGNOSTIC AND STATISTICAL MANUAL OF MENTAL DISORDERS; FEMALE; HUMANS; MALE; MIDDLE AGED; OUTPATIENTS; PROSPECTIVE STUDIES; PSYCHIATRIC STATUS RATING SCALES; SENSITIVITY AND SPECIFICITY; SEVERITY OF ILLNESS INDEX;

EID: 84943272964     PISSN: 10752730     EISSN: 15579700     Source Type: Journal    
DOI: 10.1176/appi.ps.201400390     Document Type: Article

References (25)

1. Gibbons RD, Weiss DJ, Kupfer DJ, et al: Using computerized adaptive testing to reduce the burden of mental health assessment. Psychiatric Services 59: 361-368, 2008
2. Gibbons RD, Weiss DJ, Pilkonis PA, et al: Development of the CAT-ANX: A computerized adaptive test for anxiety. American Journal of Psychiatry 171: 187-194, 2014
3. Gibbons RD, Hooker G, Finkelman MD, et al: The computerized adaptive diagnostic test for major depressive disorder (CAD-MDD): A screening tool for depression. Journal of Clinical Psychiatry 74: 669-674, 2013
4. Gibbons RD, Weiss DJ, Pilkonis PA, et al: Development of a computerized adaptive test for depression. Archives of General Psychiatry 69: 1104-1112, 2012
5. Gibbons RD, Hedeker DR: Full-information item bifactor analysis. Psychometrika 57: 423-436, 1992
6. Breiman L, Friedman JH, Olshen RA, et al: Classification and Regression Trees. Monterey, Calif, Wadsworth and Brooks, 1984
7. Quinlan JR: C4.5: Programs for machine learning. San Mateo, Calif, Morgan Kaufmann, 1993
8. Breiman L: Bagging predictors. Machine Learning 24: 123-140, 1996
9. Freund Y, Schapire RE: Experiments with a new boosting algorithm. ICML 96: 148-156, 1996
10. Breiman L: Random forests. Machine Learning 45: 5-32, 2001
11. Friedman J: Greedy function approximation: A gradient boosting machine. Annals of Statistics 29: 1189-1232, 2001
12. First MB, Spitzer RL, Gibbon M, et al: Structured Clinical Interview for the DSM-IV-TR Axis I Disorders, Non-Patient Edition (SCID-I/NP, 1/2007 revision). New York, New York State Psychiatric Institute, Biometrics Research, 2007
13. Hamilton M: A rating scale for depression. Journal of Neurology, Neurosurgery, and Psychiatry 23: 56-62, 1960
14. Kroenke K, Spitzer RL,Williams JBW: The PHQ-9: Validity of a brief depression severity measure. Journal of General Internal Medicine 16: 606-613, 2001
15. Radloff LS: The CES-D scale: A self-report depression scale for research in the general population. Applied Psychological Measurement 1: 385-401, 1977
16. Endicott J, Spitzer RL, Fleiss JL, et al: The Global Assessment Scale: A procedure for measuring overall severity of psychiatric disturbance. Archives of General Psychiatry 33: 766-771, 1976
17. Wittchen HU, Jacobi F, Rehm J, et al: The size and burden of mental disorders and other disorders of the brain in Europe 2010. European Neuropsychopharmacology 21: 655-679, 2011
18. Whooley MA: Diagnosis and treatment of depression in adults with comorbid medical conditions: A 52-year-old man with depression. JAMA 307: 1848-1857, 2012
19. Gorman JM: Comorbid depression and anxiety spectrum disorders. Depression and Anxiety 4: 160-168, 1997
20. Cassidy F, Yatham LN, Berk M, et al: Pure and mixed manic subtypes: A review of diagnostic classification and validation. Bipolar Disorders 10: 131-143, 2008
21. Vieta E, Morralla C: Prevalence of mixed mania using 3 definitions. Journal of Affective Disorders 125: 61-73, 2010
22. Baldessarini RJ, Leahy L, Arcona S, et al: Patterns of psychotropic drug prescription for US patients with diagnoses of bipolar disorders. Psychiatric Services 58: 85-91, 2007
23. Post RM, Altshuler LL, Leverich GS, et al: Mood switch in bipolar depression: Comparison of adjunctive venlafaxine, bupropion and sertraline. British Journal of Psychiatry 189: 124-131, 2006
24. Sachs GS, Nierenberg AA, Calabrese JR, et al: Effectiveness of adjunctive antidepressant treatment for bipolar depression. New England Journal of Medicine 356: 1711-1722, 2007
25. Ghaemi SN, Ostacher MM, El-Mallakh RS, et al: Antidepressant discontinuation in bipolar depression: A Systematic Treatment Enhancement Program for Bipolar Disorder (STEP-BD) randomized clinical trial of long-term effectiveness and safety. Journal of Clinical Psychiatry 71: 372-380, 2010