Related Experiment Video
Updated: Apr 10, 2026

Design to Implementation Study for Development and Patient Validation of Paper-Based Toehold Switch Diagnostics
Published on: June 17, 2022
Implementation and Operational Research: Expedited Results Delivery Systems Using GPRS Technology Significantly
Sarang Deo1, Lindy Crea, Jorge Quevedo
1*Indian School of Business, Hyderabad, India; †Clinton Health Access Initiative, Maputo, Mozambique; and ‡Instituto Nacional da Saude, Maputo, Mozambique.
Insights
Implementing expedited results delivery for infant HIV tests significantly reduced turnaround time. However, late results delivery was still linked to lower collection rates and further delays, impacting early infant diagnosis programs.
Area of Science:
- Public Health
- Health Informatics
- Pediatric Infectious Diseases
Background:
- Timely communication of infant HIV diagnostic test results is crucial for early intervention.
- Delays in result delivery can lead to patient loss to follow-up in early infant diagnosis programs.
Purpose of the Study:
- To quantify the impact of Global Package Radio Service (GPRS) printers on infant HIV test turnaround time.
- To assess the association between delayed test result delivery and patient loss to follow-up.
Main Methods:
- Retrospective analysis of 1757 infant HIV test records from Mozambique (2008-2010).
- Comparison of data before and after implementing an expedited results delivery system using GPRS printers.
- Multivariate logistic regression and sample selection models were used to analyze data.
Main Results:
- Mean test turnaround time decreased from 68.13 to 41.05 days post-implementation.
- Late result delivery ( >30 days) was associated with an 18% reduction in caregiver result collection.
- Late delivery also increased the average delay in result collection by 20.91 days.
Conclusions:
- Expedited delivery systems, like GPRS printers, can shorten infant HIV test turnaround times.
- Addressing late result delivery remains critical to improve caregiver collection rates and reduce patient loss.
- Program managers should evaluate the cost-effectiveness of interventions that minimize result delivery delays.
Abstract:
The objective of this study was to quantify the impact of a new technology to communicate the results of an infant HIV diagnostic test on test turnaround time and to quantify the association between late delivery of test results and patient loss to follow-up. We used data collected during a pilot implementation of Global Package Radio Service (GPRS) printers for communicating results in the early infant diagnosis program in Mozambique from 2008 through 2010. Our dataset comprised 1757 patient records, of which 767 were from before implementation and 990 from after implementation of expedited results delivery system. We used multivariate logistic regression model to determine the association between late result delivery (more than 30 days between sample collection and result delivery to the health facility) and the probability of result collection by the infant's caregiver. We used a sample selection model to determine the association between late result delivery to the facility and further delay in collection of results by the caregiver. The mean test turnaround time reduced from 68.13 to 41.05 days post-expedited results delivery system. Caregivers collected only 665 (37.8%) of the 1757 results. After controlling for confounders, the late delivery of results was associated with a reduction of approximately 18% (0.44 vs. 0.36; P < 0.01) in the probability of results collected by the caregivers (odds ratio = 0.67, P < 0.05). Late delivery of results was also associated with a further average increase in 20.91 days of delay in collection of results (P < 0.01). Early infant diagnosis program managers should further evaluate the cost-effectiveness of operational interventions (eg, GPRS printers) that reduce delays.
More Related Videos
05:35Author Spotlight: Developing a Point-of-Care Hemoglobin Estimation Method for Anemia Management
Published on: January 19, 2024
06:05The Participant-Reported Implementation Update and Score PRIUS: A Novel Method for Capturing Implementation-Related Data Over Time
Published on: February 19, 2021