title: Factorial invariance of the Patient Health Questionnaire and Generalized Anxiety Disorder Questionnaire.
abstract: OBJECTIVE
  The UK's Improving Access to Psychological Therapies (IAPT) programme uses the Patient Health Questionnaire Depression Scale (PHQ-9; Kroenke, Spitzer, & Williams, , J. Gen. Intern. Med., 16, 606) and Generalized Anxiety Disorder Scale (GAD-7; Spitzer et al., Arch. Intern. Med., 166, 1092) to assess patients' symptoms of depression and anxiety respectively. Data are typically collected via telephone or face-to-face; however, no study has statistically investigated whether the questionnaires' items operate equivalently across these modes of data collection. This study aimed to address this omission.
  
  
  RESULTS
  Questionnaire data from patients registered with an IAPT service in London (N = 23,672) were examined. Confirmatory factor analyses suggested that unidimensional factor structures adequately matched observed face-to-face and telephone data for the PHQ-9 and GAD-7. Invariance analyses revealed that while the PHQ-9 had equivalent factor loadings and latent means across data collection methods, the GAD-7 had equivalent factor loadings but unequal latent means. In support of the scales' convergent validity, positive associations between scores on the PHQ-9 and GAD-7 emerged.
  
  
  CONCLUSIONS
  With the exception of the GAD-7's latent means, the questionnaires' factor loadings and latent means were equivalent. This suggests that clinicians may meaningfully compare PHQ-9 data collected face-to-face and by telephone; however, such comparisons with the GAD-7 should be done with caution.
authors.affiliation: Research Department of Clinical, Educational and Health Psychology, University College London, UK.
authors.forename: Travis A
authors.initials: TA
authors.lastname: Ryan
authors.forename: Alastair
authors.initials: A
authors.lastname: Bailey
authors.forename: Pasco
authors.initials: P
authors.lastname: Fearon
authors.forename: John
authors.initials: J
authors.lastname: King
mesh_terms: D000328:Adult; D001007:Anxiety / Q000175:diagnosis / Q000523:psychology; D001008:Anxiety Disorders / Q000175:diagnosis* / Q000523:psychology*; D003863:Depression / Q000175:diagnosis / Q000523:psychology; D003866:Depressive Disorder / Q000175:diagnosis* / Q000523:psychology; D005163:Factor Analysis, Statistical; D005260:Female; D006801:Humans; D008131:London; D008297:Male; D008875:Middle Aged; D011569:Psychiatric Status Rating Scales / Q000592:standards; D015203:Reproducibility of Results; D011795:Surveys and Questionnaires / Q000592:standards; D013689:Telephone
keywords: Confirmatory factor analysis; Factorial invariance; GAD-7; IAPT; PHQ-9