This study tested how well artificial intelligence tools could answer clinical questions asked by community health workers in Rwanda. Researchers collected more than 5,000 real questions and compared answers from several AI systems with those from local clinicians. The AI tools generally gave higher-quality responses and were far cheaper to use. Although performance dropped … [Read more...] about Large language models for frontline healthcare support in low-resource settings
Rwanda
Implementation and evaluation of a community health workers-led digital integrated diseases screening system to provide healthcare for patients at community level in Rwanda
This study tested a digital screening tool used by community health workers in Rwanda to help identify and manage common illnesses such as tuberculosis, malaria, pneumonia, and diarrhoea. The tool, installed on their smartphones, guided health workers through patient registration, symptom checks, and decisions about treatment or referral. After the tool was introduced, … [Read more...] about Implementation and evaluation of a community health workers-led digital integrated diseases screening system to provide healthcare for patients at community level in Rwanda
Community health workers’ usability and acceptability of an mHealth tool for post-cesarean assessments: A mixed-methods study in rural Rwanda
This study tested a mobile phone tool designed to help community health workers support women after cesarean birth in rural Rwanda. Community health workers were trained to use the tool during home visits to check symptoms and share information with health facilities. The workers found the tool easy to use and helpful, and their performance using it was strong. Overall, the … [Read more...] about Community health workers’ usability and acceptability of an mHealth tool for post-cesarean assessments: A mixed-methods study in rural Rwanda
Three decades of community health workers in primary healthcare delivery in Rwanda: evolution, impact and policy lessons
This study looks at how community health workers in Rwanda have grown and changed since 1995. Over time, their work expanded from basic health education to caring for common illnesses, supporting mothers and children, and responding to outbreaks. CHWs have played a major role in HIV and TB care and are trusted by their communities. Support from local leaders, fair incentives, … [Read more...] about Three decades of community health workers in primary healthcare delivery in Rwanda: evolution, impact and policy lessons
Optimizing community health workers and nonbiomedical approaches to assess the burden of soil-transmitted helminthiasis in a school-aged population in rural Rwanda
This study explored whether community health workers in rural Rwanda could use a simple checklist to spot children who might have worm infections. CHWs screened 746 students and referred many for treatment or gave deworming medicine at school. Children who had regular CHW follow-up and those who didn’t walk barefoot were less likely to show symptoms. The results suggest that … [Read more...] about Optimizing community health workers and nonbiomedical approaches to assess the burden of soil-transmitted helminthiasis in a school-aged population in rural Rwanda