In northern Ghana, “resource-limited” was not a general constraint. It shaped every clinical decision this product needed to support.
Clinicians at smaller hospitals and rural clinics often make treatment decisions without access to reliable diagnostics, consistent medication supplies, or senior support nearby. International guidelines often assume access to equipment, drugs, and tests that simply aren’t available. In that context, a guideline that says “order an MRI” or “administer Drug X” may be technically correct, but practically unusable.
At Tamale Teaching Hospital — the largest training hub in the region — AMPATH Ghana and local clinicians had already developed a better model: locally adapted clinical pathways designed around the resources actually available. Distributed as posters and PDFs, the pathways were already helping clinicians make more consistent decisions. The model worked. The problem was reach.
Posters were fixed to hospital walls. PDFs were hard to use on phones. Updates were slow and costly. Fewer than 6% of care providers were accessing the website’s PDF library, which meant the clinicians at smaller clinics, who needed guidance most, often had the no access to it.
A competitive audit confirmed the gap: existing clinical pathway tools were either too expensive, too narrow, too broad, or still relied on static PDF-style content. None solved the actual problem: locally adapted, multi-specialty guidance designed for real-time use in resource-limited settings.