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The Patient Health Questionnaire‐9 as a Screening Tool for Depression in Individuals with Type 2 Diabetes Mellitus: The Maastricht Study
Author(s) -
Janssen Eveline P. C. J.,
Köhler Sebastian,
Stehouwer Coen D. A.,
Schaper Nicolaas C.,
Dagnelie Pieter C.,
Sep Simone J. S.,
Henry Ronald M. A.,
Kallen Carla J. H.,
Verhey Frans R.,
Schram Miranda T.
Publication year - 2016
Publication title -
journal of the american geriatrics society
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.992
H-Index - 232
eISSN - 1532-5415
pISSN - 0002-8614
DOI - 10.1111/jgs.14388
Subject(s) - medicine , patient health questionnaire , cronbach's alpha , type 2 diabetes mellitus , receiver operating characteristic , depression (economics) , confirmatory factor analysis , population , major depressive disorder , psychometrics , psychiatry , clinical psychology , diabetes mellitus , depressive symptoms , mood , structural equation modeling , statistics , mathematics , environmental health , economics , macroeconomics , endocrinology , anxiety
Objectives To assess the psychometric properties and identify the best cutoff value of the Patient Health Questionnaire‐9 ( PHQ ‐9) for depression screening in individuals with type 2 diabetes mellitus (T2 DM ). Design Observational population‐based cohort study. Setting The Maastricht Study. Participants Individuals with and without T2 DM (mean age 58.6 ± 8.1, 44.6% male) according to an oral glucose tolerance test (N = 2,997). Measurements Depressive disorder and depressive symptoms were measured using the Mini‐International Neuropsychiatric Interview ( MINI ) as the reference and the PHQ ‐9. Cronbach alpha, Cohen's kappa and receiver operating characteristic ( ROC ) analyses were used. Differences in factorial structure between participants with and without T2 DM were tested using multigroup confirmatory factor analysis. Results Based on the traditional PHQ ‐9 cutoff value, 133 (4.4%) participants had depressive symptoms ( PHQ ‐9 score ≥10). Internal consistency of the PHQ ‐9 was good (Cronbach α = 0.87 with T2 DM , 0.82 without T2 DM ), the kappa of agreement between the PHQ ‐9 and the MINI was moderate (0.40 with T2 DM , 0.43 without T2 DM ). Area under the ROC curve for the PHQ ‐9 was 0.87 in participants with T2 DM and 0.88 in those without. A PHQ ‐9 cutoff score of 5 provided the best sensitivity (92.3%), with acceptable specificity (70.4%), for T2 DM , similar to sensitivity and specificity in individuals without T2 DM . Factor analysis suggested a similar two‐factor structure in both groups (affective and somatic symptoms). Conclusion Patient Health Questionnaire‐9 performs well as a screening tool for depressive symptoms in individuals with and without T2 DM based on the cutoff value of 5, indicating that the PHQ ‐9 can be used in two‐stage screening in primary care to select individuals with T2 DM for further psychological evaluation.