Measurement invariance with respect to ethnicity of the Patient Health Questionnaire-9 (PHQ-9)

被引:72
作者
Baas, Kim D. [1 ]
Cramer, Angelique O. J. [2 ]
Koeter, Maarten W. J.
van de Lisdonk, Eloy H. [3 ]
van Weert, Henk C. [4 ]
Schene, Aart H.
机构
[1] Univ Amsterdam, Acad Med Ctr, Dept Psychiat, Program Mood Disorders, NL-1105 AZ Amsterdam, Netherlands
[2] Univ Amsterdam, Dept Psychol, NL-1105 AZ Amsterdam, Netherlands
[3] Radboud Univ Nijmegen, Dept Primary & Community Care, NL-6525 ED Nijmegen, Netherlands
[4] Univ Amsterdam, Acad Med Ctr, Dept Gen Practice, NL-1105 AZ Amsterdam, Netherlands
关键词
Measurement invariance; Categorical single factor model; Patient Health Questionnaire-9; Depression; Ethnicity; DEPRESSION; COVARIANCE; VALIDATION; ACCURACY; SYMPTOMS;
D O I
10.1016/j.jad.2010.08.026
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Background: The Patient Health Questionnaire-9 (PHQ-9) has been widely used in research and clinical settings. To be able to attribute differences in PHQ-9 scores between groups with different cultural backgrounds to differences in the level of depression, the instrument has to possess measurement invariance. Methods: Data from the Apollo-D study were used. We used two strongly contrasting cultural groups (n = 1772). Measurement invariance was assessed by comparing four categorical single factor models with an increasing number of restrictions, representing an increasingly stronger measurement invariance assumption. Results: The PHQ-9 was measurement invariant for ethnicity in women and partially measurement invariant for ethnicity in men. The item 'psychomotor problems' seemed to be culturally biased in the Surinam Dutch males. It had a higher loading and threshold compared to Dutch males. Limitations: The sample is restricted to high risk primary care patients, we did not include a gold standard measure of depression and the analyses pertain to a single cross cultural comparison. Conclusions: The observed higher total depression score for females in the Surinam Dutch group can be attributed to a true difference in the latent trait depression. For Surinam Dutch and Dutch men some caution is warranted when comparing results obtained with the PHQ-9. In the former group the scores may be biased slightly downward. Future research is needed to examine how the item 'psychomotor problems' performs in different populations. These findings highlight the necessity of establishing measurement invariance before drawing conclusions based on observed scores. (C) 2010 Elsevier B.V. All rights reserved.
引用
收藏
页码:229 / 235
页数:7
相关论文
共 32 条
[1]  
American Psychiatric Association, 2013, Diagnostic and statistical manual of mental disorders, DOI 10.1176/appi.books.9780890425596
[2]  
[Anonymous], 2001, MENT NEUR DIS
[3]  
[Anonymous], 1989, Int J Educ Res, DOI [DOI 10.1016/0883-0355, DOI 10.1016/0883-0355(89)90002-5]
[4]   Screening for depression in high-risk groups: prospective cohort study in general practice [J].
Baas, Kim D. ;
Wittkampf, Karin A. ;
van Weert, Henk C. ;
Lucassen, Peter ;
Huyser, Jochanan ;
van den Hoogen, Henk ;
van de Lisdonk, Eloy ;
Bindels, Patrick E. ;
Bockting, Claudi L. ;
Ruhe, Henricus G. ;
Schene, Aart H. .
BRITISH JOURNAL OF PSYCHIATRY, 2009, 194 (05) :399-403
[5]  
BENTLER PM, 1990, PSYCHOL BULL, V107, P238, DOI 10.1037/0033-2909.88.3.588
[6]  
Birnbaum Allan., 1968, Statistical Theories of Mental Test Scores
[7]   Differential item functioning between ethnic groups in the epidemiological assessment of depression [J].
Breslau, Joshua ;
Javaras, Kristin N. ;
Blacker, Deborah ;
Murphy, Jane M. ;
Normand, Sharon-Lise T. .
JOURNAL OF NERVOUS AND MENTAL DISEASE, 2008, 196 (04) :297-306
[8]   TESTING FOR THE EQUIVALENCE OF FACTOR COVARIANCE AND MEAN STRUCTURES - THE ISSUE OF PARTIAL MEASUREMENT INVARIANCE [J].
BYRNE, BM ;
SHAVELSON, RJ ;
MUTHEN, B .
PSYCHOLOGICAL BULLETIN, 1989, 105 (03) :456-466
[9]  
Central Bureau of Statistics, 2000, INDEX, V10, P10
[10]   Validation of depression and anxiety measures in white and black youths: Multitrait-multimethod analyses [J].
Cole, DA ;
Martin, JM ;
Peeke, L ;
Henderson, A ;
Harwell, J .
PSYCHOLOGICAL ASSESSMENT, 1998, 10 (03) :261-276