Related Experiment Video
Updated: Jun 13, 2026

Implementation of a Real-Time Psychosis Risk Detection and Alerting System Based on Electronic Health Records using CogStack
Published on: May 15, 2020
Evaluating a scalable model for implementing electronic health records in resource-limited settings
Martin C Were1, Nneka Emenyonu, Marion Achieng
1Indiana University School of Medicine, Indianapolis, Indiana, USA. mwere@regenstrief.org
Implementing electronic health records (EHRs) in resource-limited settings is challenging. A shared responsibility model with external support significantly improved efficiency and provider satisfaction in Ugandan HIV clinics.
Area of Science:
- Health Informatics
- Global Health
- Health Systems Research
Background:
- Traditional electronic health record (EHR) implementation models face scalability issues in resource-limited settings due to human-resource and cost constraints.
- Existing EHR solutions often fail to address the unique challenges of low-resource environments, hindering widespread adoption.
Purpose of the Study:
- To describe and evaluate a novel EHR implementation model tailored for resource-limited settings.
- To assess the impact of an open-source EHR implementation on provider time allocation and patient care efficiency in Ugandan HIV clinics.
Main Methods:
- A shared responsibility model was developed, involving local sites and a three-pronged external support structure: a national technical expertise center, an implementer's community, and a developer's community.
- An open-source EHR was implemented in three Ugandan HIV clinics using this model.
- A pre-post time-motion study was conducted at one clinic to measure changes in provider time allocation and patient interaction times.
Main Results:
- Primary Care Providers spent 33% less time on direct and indirect patient care (p<0.001) and 40% more time on personal activities (p=0.09) post-EHR implementation.
- Time spent by patients with non-clinician staff decreased by 50% (p=0.004), and time with pharmacy staff reduced by 63% (p<0.001).
- Surveyed providers reported high satisfaction with the EHR system and its support infrastructure.
Conclusions:
- The described shared responsibility model offers a scalable and viable approach for implementing EHRs in resource-limited settings.
- This model effectively addresses human-resource and cost constraints, leading to improved efficiency and provider satisfaction.
- The successful implementation in Ugandan HIV clinics demonstrates the potential for broad application in similar global health contexts.
Related Concept Videos
Methods of Documentation VII: EMR
Methods of Documentation VI: Case Management Model
For example, a patient with a chronic illness...
Health Information Technology and Healthcare Information System
Health Information Technology, commonly called HIT, integrates advanced information systems and technology in healthcare settings. Its primary functions include:
Purpose of Health Records I
Here's a breakdown of how health records serve these purposes:
Issues And Trends In Healthcare Delivery System
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
Purpose of Health Records II
