ArticleBMC public health2024
Cultural adaptation to Bolivian Quechua and psychometric analysis of the Patient Health Questionnaire PHQ-9.
Article in BMC public health, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers, 1 of them a synthesis that pooled it.
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Who cites it
8 citing papers in PubMed, 1 synthesis or guideline pooled it.
- [Emotional and social well-being in the indigenous population of Latin America: A systematic review].Atencion primaria · 2026Pooled it
- Article
- Adaptation to San Martín Quechua and psychometric analysis of the Patient Health Questionnaire (PHQ-9) in Peruvian adults.BMC psychology · 2026Article
- Adaptation to Aymara language and analysis of the psychometric properties of the Patient Health Questionnaire (PHQ-9) in Peruvian and Bolivian populations.BMC psychology · 2026Article
- Article
- Charting the course of depression care: a meta-analysis of reliability generalization of the patient health questionnaire (PHQ- 9) as the measure.Discover mental health · 2025Article
- Clinical utility of the GAD-7 for detecting generalized anxiety in Quechua indigenous people.Frontiers in psychiatry · 2025Article
- Factorial invariance of the Spanish version of the PHQ-9 by gender and country in Latin America and the Caribbean.Frontiers in psychiatry · 2025Article
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Authors and funding
7 authors.
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Abstract
objectiveCultural adaptation of the Patient Health Questionnaire-PHQ-9 to Bolivian Quechua and analysis of the internal structure validity, reliability, and measurement invariance by sociodemographic variables.
methodsThe PHQ-9 was translated and back-translated (English-Quechua-English) to optimise translation. For the cultural adaptation, experts, and people from the target population (e.g., in focus groups) verified the suitability of the translated PHQ-9. For the psychometric analysis, we performed a Confirmatory Factor Analysis (CFA) to evaluate internal validity, calculated α and ω indices to assess reliability, and performed a Multiple Indicator, Multiple Cause (MIMIC) model for evaluating measurement invariance by sex, age, marital status, educational level and residence. We used standard goodness-of-fit indices to interpret both CFA results.
resultsThe experts and focus groups improved the translated PHQ-9, making it clear and culturally equivalent. For the psychometric analysis, we included data from 397 participants, from which 73.3% were female, 33.0% were 18-30 years old, 56.7% reported primary school studies, 63.2% were single, and 62.0% resided in urban areas. In the CFA, the single-factor model showed adequate fit (Comparative Fit Index = 0.983; Tucker-Lewis Index = 0.977; Standardized Root Mean Squared Residual = 0.046; Root Mean Squared Error of Approximation = 0.069), while the reliability was optimal (α = 0.869-0.877; ω = 0.874-0.885). The invariance was confirmed across all sociodemographic variables (Change in Comparative Fit Index (delta) or Root Mean Square Error of Approximation (delta) < 0.01).
conclusionsThe PHQ-9 adapted to Bolivian Quechua offers a valid, reliable and invariant unidimensional measurement across groups by sex, age, marital status, educational level and residence.
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