The goal of this paper was to outline a scalable digital health-enabled community-centered care model (D-CCC) aimed at empowering future CHWs using human-in-the-loop artificial intelligence. This D-CCC model was developed from a multidisciplinary collaboration among nursing, computer science, engineering, and human-computer interaction experts. It transforms manual and … [Read more...] about Digital Health-Enabled Community-Centered Care: Scalable Model to Empower Future Community Health Workers Using Human-in-the-Loop Artificial Intelligence
Digital health
Analyzing 3429 digital supervisory interactions between Community Health Workers in Uganda and Kenya: the development, testing and validation of an open access predictive machine learning web app
The goal of this study was to document the development and validation of the web application, CHWsupervisor, while reporting its predictive accuracy. CHWsupervisor was developed as an open access, machine learning web application to predictively code instant messages exchanged between CHWs based on supervisory interaction codes. It was created using instant messages exchanged … [Read more...] about Analyzing 3429 digital supervisory interactions between Community Health Workers in Uganda and Kenya: the development, testing and validation of an open access predictive machine learning web app
Community Health Worker Use of Smart Devices for Health Promotion: Scoping Review
This review sought to examine the extent to which mobile health, in the form of smart devices, may enhance the delivery of public health messages in CHW-client interactions. A structured search of the PubMed and LILACS databases was conducted using subject heading terms in four categories: (i) technology user, (ii) technology device, (iii) use of technology, and (iv) outcome. … [Read more...] about Community Health Worker Use of Smart Devices for Health Promotion: Scoping Review