1. Factor structure and longitudinal measurement invariance of PHQ-9 for specialist mental health care patients with persistent major depressive disorder: Exploratory Structural Equation Modelling
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Rajini Ramana, Sandra Simpson, Catherine Kaylor-Hughes, Boliang Guo, Min Yang, Anne Garland, Neil Nixon, Richard Morriss, Tim Sweeney, Tim Dalgleish, Dalgleish, Tim [0000-0002-7304-2231], and Apollo - University of Cambridge Repository
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Adult ,Male ,Measurement equivalence/invariance ,Cost effectiveness ,Major depressive disorder ,Patient Health Questionnaire ,Article ,Structural equation modeling ,law.invention ,03 medical and health sciences ,0302 clinical medicine ,Randomized controlled trial ,law ,Surveys and Questionnaires ,medicine ,Humans ,Measurement invariance ,Prospective Studies ,Prospective cohort study ,Depressive Disorder, Major ,Factor structure ,Depression ,Exploratory Structural Equational Modelling ,PHQ-9 ,Middle Aged ,medicine.disease ,Mental health ,030227 psychiatry ,Psychiatry and Mental health ,Clinical Psychology ,Mental Health ,PHQ-9, factor structure, measurement equivalence/invariance, Exploratory Structural Equational Modelling, major depressive disorder, chronic depression ,Female ,Psychology ,Chronic depression ,030217 neurology & neurosurgery ,Clinical psychology - Abstract
Background: The Patient Health Questionnaire-9 (PHQ-9) is a widely used instrument for measuring levels of depression in patients in clinical practice and academic research; its factor structure has been investigated in various samples, with limited evidence of measurement equivalence/invariance (ME/I) but not in patients with more severe depression of long duration. This study aims to explore the factor structure of the PHQ-9 and the ME/I between treatment groups over time for these patients. Methods: 187 secondary care patients with persistent major depressive disorder (PMDD) were recruited to a randomised controlled trial (RCT) with allocation to either a specialist depression team arm or a general mental health arm; their PHQ-9 score was measured at baseline, 3, 6, 9 and 12 months. Exploratory Structural Equational Modelling (ESEM) was performed to examine the factor structure for this specific patient group. ME/I between treatment arm at and across follow-up time were further explored by means of multiple-group ESEM approach using the best-fitted factor structure. Results: A two-factor structure was evidenced (somatic and affective factor). This two-factor structure had strong factorial invariance between the treatment groups at and across follow up times. Limitations: Participants were largely white British in a RCT with 40% attrition potentially limiting the study’s generalisability. Not all two-factor modelling criteria were met at every time-point. Conclusion: PHQ-9 has a two-factor structure for PMDD patients, with strong measurement invariance between treatment groups at and across follow-up time, demonstrating its validity for RCTs and prospective longitudinal studies in chronic moderate to severe depression.
- Published
- 2017
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