The abstract is read at the publisher; the summary is JClub's.
Continuing support and faster technical support response improve perceived eCHIS system consistency in Kisii County, Kenya, with McFadden’s pseudo-R² rising from 0.06 to 0.16.
- Why it matters: Training alone may not address why eCHIS reporting quality drops, and the study targets where failures occur along the reporting chain.
- What they did: In a convergent mixed-methods cross-sectional study, 343 eCHIS users across 22 facility catchments were surveyed, five sites were observed with a checklist, and 13 key informants were interviewed; ordinal and logistic regression with facility-clustered errors modeled satisfaction and consistency.
- The result: Formal training (94.5%) was not linked to either outcome, while each faster support response nearly doubled odds of consistency (adjusted odds ratio 1.87, 95% CI 1.35–2.58) and higher crash frequency reduced satisfaction; 43.4% reported data-bundle costs, and timeliness, consistency, and report use largely failed due to synchronisation.
The findingWhy it mattersWhat they didThe result
AI summary of the abstract · may contain errors · not medical advice · read the paper.