Related Experiment Video
Updated: Mar 25, 2026

Functional Near-Infrared Spectroscopy Hyperscanning Study in Psychological Counseling
Published on: January 17, 2025
Validating the Children's Depression Inventory in the context of Rwanda
Agnes Binagwaho1,2,3,4, Mary C Smith Fawzi5, Mawuena Agbonyitor6
1Ministry of Health of Rwanda, P.O. Box 84, Kigali, Rwanda. agnes_binagwaho@hms.harvard.edu.
Insights
A depression screening tool showed reasonable accuracy in children with HIV in Rwanda. Further research is needed to develop a more sensitive measure for this vulnerable population to improve mental health care access.
Area of Science:
- Pediatric HIV care
- Mental health screening
- Global health initiatives
Background:
- Depression frequently co-occurs with chronic conditions like HIV, worsening prognosis and reducing survival.
- Effective depression screening is crucial for children with HIV to improve access to mental health services and long-term outcomes.
Purpose of the Study:
- To validate the Children's Depression Inventory (CDI) as a screening tool for depression in children living with HIV in Rwanda.
- To assess the accuracy of the CDI compared to a structured clinical assessment.
Main Methods:
- A validation study was conducted in Rwanda involving children aged 7-14 years living with HIV.
- The Children's Depression Inventory (CDI) was compared against a gold standard clinical assessment.
- Analysis included 100 participants with an 87% response rate.
Main Results:
- Twenty-five percent of children were diagnosed with depression via clinical interview.
- The CDI demonstrated sensitivity ranging from 44-76% and specificity from 92-100% for cut-off scores of 5-9.
- The area under the curve (AUC) for overall accuracy was 0.87 (95% CI: 0.77-0.97).
Conclusions:
- The high prevalence of depression in children with HIV in Rwanda highlights an urgent need for enhanced mental health care.
- While the CDI shows reasonable accuracy, a more sensitive screening measure is required for this population.
- Developing a highly sensitive tool is essential for improving mental health care access and long-term well-being in children with HIV.
Background:
Depression is often co-morbid with chronic conditions, and when combined with HIV it can increase progression and reduce survival. A brief and accurate screening tool for depression among children living with HIV is necessary to increase access to mental health care and improve HIV-related outcomes in the long-term.
Methods:
A validation study was conducted, comparing the Children's Depression Inventory (CDI) with a structured clinical assessment as the gold standard among children living with HIV ages 7-14 years in Rwanda. The response rate was 87 % and the analysis was performed among 100 study participants.
Results:
Twenty-five percent of children had a diagnosis of depression based on the clinical interview. Sensitivity of the CDI ranged from 44 to 76 % and specificity was 92 to 100 % for cut-off scores from 5 to 9. The area under the curve (AUC) for receiver operating characteristic analysis, an estimate of overall accuracy, was 0.87 (95 % confidence interval: 0.77 - 0.97).
Conclusions:
The significant prevalence of depression among children living with HIV in Rwanda reflects a critical need to advance mental health care in this population. Although overall accuracy of the CDI is reasonable in this context, further research needs to be done to develop a more sensitive measure of depression in this vulnerable population. Development of a highly sensitive screening measure will be a fundamental step towards improving access to mental health care among children living with HIV, potentially improving health outcomes and quality of life in the long-term as this vulnerable population transitions into adulthood.
More Related Videos
Related Concept Videos
Depression: Overview
Depressive Disorders: MDD and Dysthymia
Depressive Disorders: Etiology
Biological Factors in Depression
Biological predispositions significantly influence the risk of developing depressive disorders. Genetic studies highlight the role of variations in the serotonin transporter...
Long-term Depression
Long-term Depression
Calcium Ion Concentration Mechanism
If over...

