Digital health for non-communicable diseases in sub-Saharan Africa
Description
ComBaCaL is a multi-disciplinary project tackling the rise of non-communicable diseases (NCDs, e.g., diabetes and hypertension) in sub-Saharan Africa. The project aims to empower community-health workers (i.e., lay people without a formal medical education, CHWs) to provide basic health services like screening/diagnosing and treating NCDs to their community. A mobile application called CHT (community health toolkit) forms the foundation of these efforts as it provides decision support and basic task management to the CHWs.
Initial results are promising and demonstrate that IT-equipped CHWs can provide such basic health services. Nevertheless, we identified some challenges that need to be addressed to support the CHWs to continuously provide high-quality services. In this master project, your group will develop a working prototype for a planning app that addresses two identified challenges.
- First, the current medical algorithm (i.e., a decision tree) does not consider the CHWs’ personal preferences, such as preferred working days. The planning app should account for such preferences and generate a schedule that optimizes the CHWs’ preferences and the priorities of open tasks. Otherwise, the CHWs may not complete their task on time which could potentially harm their patients.
- Second, the task-shifting of diagnosis and treatment from nurses in clinics to CHWs in the communities requires improved logistics. The CHWs need various materials for their work (e.g., gloves, blood glucose strips, etc.) and hand out medication to patients. Running out of stocks negatively impacts the CHWs’ work (i.e., inability to complete tasks) and, more importantly, the patient (i.e., does not have medication).
Goals
The goal of this master project is to develop a software prototype of the planning app for the pilot study in ComBaCaL. In this project, you will:
- review and extend existing work from 2 bachelor’s theses and the overall project to gain a deeper understanding of the problem at hand and the current solution approach, including
- stakeholder needs and requirements
- insights from scientific literature
- insights from existing applications covering parts of the solution approach
- develop and test specific user scenarios to define features and functionalities of the prototype
- develop a software prototype including front- and back-end and machine learning algorithms (if needed)
- evaluate the software prototype in the pilot study with 10 CHWs in a real-life setting
Participating in this innovative project will deepen your knowledge in full-stack software development and foster your communication skills in a cross-cultural and multi-disciplinary setting.
Requirements
- 3-4 motivated students with experience in software development and programming. Ideally:
- (Progressive) web apps and/or offline-first apps
- Back-end development
- Machine learning
- Interest in digital health and cross-cultural collaboration
- We prefer applications from groups with prior history of successful collaboration. However, individual applications are also welcomed
Contacts
Please contact us if you are interested in this topic and/or have further questions. For applications, please send us your CV including your GitHub/GitLab profile (or similar) if available.
Further Resources
- CHT (the app that is used for decision support)
- Press release by Solidarmed (project lead)
- ComBaCaL website