ArticleFrontiers in psychology2021
Are the PHQ-9 and GAD-7 Suitable for Use in India? A Psychometric Analysis.
Article in Frontiers in psychology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 49 papers, 1 of them a synthesis that pooled it.
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49 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Cross-cultural validity of the generalized anxiety disorder 7-item scale (GAD-7): a systematic review and standardized assessment.Epidemiology and psychiatric sciences · 2026Pooled it
- Efficacy of add-on Ayurveda and Yoga intervention in health care workers of tertiary care hospital during COVID-19: Randomized controlled trial.Complementary therapies in clinical practice · 2022Trial
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- Effect of a collaborative care model on anxiety symptoms among patients with depression and diabetes in India: The INDEPENDENT randomized clinical trial.General hospital psychiatryTrial
- Prevalence of Childhood Adversity and Its Association with Depression, Anxiety, and Psychotic-like Experiences Among Young Indian Adults: A Cross-sectional Study.Indian journal of psychological medicine · 2026Article
- Feasibility of a Low-Intensity Task-Shared Intervention for Common Mental Disorders in Survivors of Intimate Partner Violence in India: A Mixed Methods Study.Violence against women · 2026Article
- Factors associated with mental health among young adults: Cross-country longitudinal evidence from Ethiopia, India, and Peru.SSM - population health · 2026Article
- Trauma-Informed Psychotherapy for Complex Post-traumatic Stress Disorder in a Young Adult Woman: A Case Report.Cureus · 2026Article
- An observational study to analyze changes in EEG alpha wave and alpha/beta ratio neurodynamics during an attention seeking cognitive task among young healthy adults with normal sleep and impaired sleep.Sleep & breathing = Schlaf & Atmung · 2026Article
- Migration Effects on Cognition: Protocol for the Aging in Kerala Americans Research Study.JMIR research protocols · 2026Article
- Disclosing depressive symptoms: perceived sensitivity of PHQ-9 items in a general population sample.BMC psychology · 2026Article
- Associations between mental health and cognitive function among community-dwelling older adults: a large-scale cross-sectional study.BMC public health · 2026Article
- An integrated psycho-social intervention to improve self-efficacy toward TB treatment uptake and infection prevention among patients and family caregivers: a multicentric implementation research study protocol.Frontiers in tuberculosis · 2026Article
- Management algorithm for alcohol withdrawal syndrome, alcohol dependence (AD) and AD with anxiety in the Indian population: a narrative review with expert opinion.Frontiers in psychiatry · 2026Article
- Structural equation modeling of associated factors and regional variations in major depressive disorders and generalized anxiety disorders among reproductive-age Bangladeshi women: a nationally representative study.Annals of general psychiatry · 2025Article
- The Relationship Between Childhood Trauma and Mental Health in Indian Undergraduate Students: A Cross-sectional Study.Indian journal of psychological medicine · 2025Article
- Prevalence, incidence, risk factors and economic burden in multimorbidity among adult Indians: the MILAN cohort study protocol.BMJ open · 2025Article
- The burden of common mental disorders and their association with diabetes in rural Bangladesh: findings from a population-based cross-sectional study.Journal of global health · 2025Article
- Sex differences in the network structures of depressive symptom profiles in Asian patients with depressive disorders: findings from the Research on Asian Psychotropic Patterns for Antidepressants, Phase 3.Acta neuropsychiatrica · 2025Article
- Assessing the magnitude and lifestyle determinants of food addiction in young adults.Eating and weight disorders : EWD · 2025Article
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9 authors.
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Abstract
backgroundCross-cultural evidence on the factorial structure and invariance of the PHQ-9 and the GAD-7 is lacking for South Asia. Recommendations on the use of unit-weighted scores of these scales (the sum of items' scores) are not well-founded. This study aims to address these contextual and methodological gaps using data from a rural Indian population.
methodsThe study surveyed 1,209 participants of the Kerala Diabetes Prevention Program aged 30-60 years (
resultsFactor analysis supported the existence of a somatic and cognitive/affective subcomponent for both scales, but less explicitly for the GAD-7. Hierarchical omega values were 0.72 for the PHQ-9 and 0.76 for the GAD-7. Both scales showed full scalar invariance and full or partial residual invariance across age, gender, education, status of diabetes and over time. Effect sizes between categories measured by unit-weighted scores versus latent means followed a similar trend but were systematically higher for the latent means. For both disorders, female gender and lower education were associated with higher symptom severity scores, which corresponds with regional and global trends.
conclusionsFor both scales, psychometric properties were comparable to studies in western settings. Distinct clinical profiles (somatic-cognitive) were supported for depression, and to a lesser extent for anxiety. Unit-weighted scores of the full scales should be used with caution, while scoring subscales is not recommended. The stability of these scales supports their use and allows for meaningful comparison across tested subgroups. CLINICAL
trial registrationAustralia and New Zealand Clinical Trials Registry: ACTRN12611000262909http://www.anzctr.org.au/Trial/Registration/TrialReview.aspx?id=336603&isReview=true.
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