ArticlePloS one2020
Validity, reliability and cut-offs of the Patient Health Questionnaire-9 as a screening tool for depression among patients living with epilepsy in Rwanda.
Article in PloS one, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
23 citing papers in PubMed, 1 synthesis or guideline pooled it, 26 citations in OpenAlex.
- A systematic review and meta-analysis of diagnostic test accuracy of mental health screening tools applicable to adolescents in sub-Saharan Africa.Frontiers in psychiatry · 2026Pooled it
- Association of depression and epilepsy in rural northern Rwanda: a prospective longitudinal study with a patient-centered approach.Epilepsy & behavior reports · 2026Article
- Cross-cultural comparison of somatic-depressive symptom networks in Chinese and Rwandan adolescents: network analysis study.BJPsych open · 2026Article
- Diagnostic accuracy of IHDS and MoCA in screening for HIV-associated neurocognitive disorders among adults living with HIV in Ethiopia.International journal of mental health systems · 2026Article
- Article
- Knowledge building and vocabulary growth: Assessing the impact of seamless Chinese vocabulary learning for international students.PloS one · 2025Article
- Prevalence and co-occurrence of symptoms of mental and substance use disorders among people with HIV age 40 and older in low- and middle-income countries: a cross-sectional study.Journal of the International AIDS Society · 2024Article
- Psychometric Evaluation of Screens for Common Mental Disorders, Severe Mental Disorders, Substance Use Disorders, and Suicide Risk in Mozambican Healthcare.Medical research archives · 2024Article
- Cultural adaptation to Bolivian Quechua and psychometric analysis of the Patient Health Questionnaire PHQ-9.BMC public health · 2024Article
- Translation, cultural adaptation, and validation of the PHQ-9 and GAD-7 in Kinyarwanda for primary care in the United States.PloS one · 2024Article
- Screening of Depression Among Medical Outpatients Visiting the University Teaching Hospital of Kigali, Rwanda.Neuropsychiatric disease and treatment · 2024Article
- Mental health conditions in people affected by filarial lymphoedema in Malawi: prevalence, associated risk factors and the impact of an enhanced self-care intervention.International health · 2023Article
- PHQ-9 DIAGNOSTIC ACCURACY AND OPTIMAL CUT-OFF FOR DEPRESSION AMONG PATIENTS WITH STROKE IN NIGERIA.Annals of Ibadan postgraduate medicine · 2023Article
- Measurement invariance of the patient health questionnaire-9 depression scale in a nationally representative population-based sample.Frontiers in psychology · 2023Article
- Article
- Translating, contextually adapting, and pilot testing of psychosocial and mental health assessment instruments for Congolese refugees in Rwanda and Uganda.Conflict and health · 2022Article
- Impact of the COVID-19 pandemic on persons with epilepsy in Uganda: A descriptive cross-sectional study.Epilepsy & behavior : E&B · 2022Article
- Construct validity and internal consistency of the Patient Health Questionnaire-9 (PHQ-9) depression screening measure translated into two Ugandan languages.Psychiatry research communications · 2021Article
- Performance of primary health care workers in detection of mental disorders comorbid with epilepsy in rural Ethiopia.BMC family practice · 2021Article
- Psychological impact of the COVID-19 pandemic for patients with epilepsy: A systematic review and meta-analysis.Epilepsy & behavior : E&B · 2021Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors at 4 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundPatients with epilepsy (PwE) have an increased risk of active and lifetime depression. Two in 10 patients experience depression. Lack of trained psychiatric staff in low- and middle-income countries (LMIC) creates a need for screening tools that enable detection of depression in PwE. We describe the translation, validity and reliability assessment of the Patient Health Questionnaire-9 (PHQ-9) as a screening tool for depression among PwE in Rwanda.
methodPHQ-9 was translated to Kinyarwanda using translation-back translation and validated by a discussion group. For validation, PwE of ≥15 years of age were administered the PHQ-9 and Hamilton Depression Rating Scale (HDRS) by trained psychiatry staff at Visit 1. A random sample of 20% repeated PHQ-9 and HDRS after 14 days to assess temporal stability and intra-rater reliability. Internal structure, reliability and external validity were assessed using confirmatory factor analysis, reliability coefficients and HDRS-correlation, respectively. Maximal Youden's index was considered for cut-offs.
resultsFour hundred and thirty-four PwE, mean age 30.5 years (SD ±13.3), were included of whom 33.6%, 37.9%, 13.4%, and 15.1% had no, mild, moderate and severe depression, respectively. PHQ-9 performed well on a one-factor model (unidimensional model), with factor loadings of 0.63-0.86. Reliability coefficients above 0.80 indicated strong internal consistency. Good temporal stability was observed (0.79 [95% CI: 0.68-0.87]). A strong correlation (R = 0.66, p = 0.01) between PHQ-9 and HDRS summed scores demonstrated robust external validity. The optimal cut-off for the PHQ-9 was similar (≥5) for mild and moderate depression and ≥7 for severe depression.
conclusionPHQ-9 validation in Kinyarwanda creates the capacity to screen PwE in Rwanda at scores of ≥5 for mild or moderate and ≥7 for severe depression. The availability of validated tools for screening and diagnosis for depression is a forward step for holistic care in a resource-limited environment.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.