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He Y, Kouabenan YR, Assoa PH, Puttkammer N, Wagenaar BH, Xiao H, Gloyd S, Hoffman NG, Komena P, Kamelan NPF, Iiams-Hauser C, Pongathie AS, Kouakou A, Flowers J, Abiola N, Kohemun N, Amani JB, Adje-Toure C, Perrone LA. Laboratory Data Timeliness and Completeness Improves Following Implementation of an Electronic Laboratory Information System in Côte d'Ivoire: Quasi-Experimental Study on 21 Clinical Laboratories From 2014 to 2020. JMIR Public Health Surveill 2024; 10:e50407. [PMID: 38506899 PMCID: PMC10993113 DOI: 10.2196/50407] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2023] [Revised: 01/04/2024] [Accepted: 01/23/2024] [Indexed: 03/21/2024] Open
Abstract
BACKGROUND The Ministry of Health in Côte d'Ivoire and the International Training and Education Center for Health at the University of Washington, funded by the United States President's Emergency Plan for AIDS Relief, have been collaborating to develop and implement the Open-Source Enterprise-Level Laboratory Information System (OpenELIS). The system is designed to improve HIV-related laboratory data management and strengthen quality management and capacity at clinical laboratories across the nation. OBJECTIVE This evaluation aimed to quantify the effects of implementing OpenELIS on data quality for laboratory tests related to HIV care and treatment. METHODS This evaluation used a quasi-experimental design to perform an interrupted time-series analysis to estimate the changes in the level and slope of 3 data quality indicators (timeliness, completeness, and validity) after OpenELIS implementation. We collected paper and electronic records on clusters of differentiation 4 (CD4) testing for 48 weeks before OpenELIS adoption until 72 weeks after. Data collection took place at 21 laboratories in 13 health regions that started using OpenELIS between 2014 and 2020. We analyzed the data at the laboratory level. We estimated odds ratios (ORs) by comparing the observed outcomes with modeled counterfactual ones when the laboratories did not adopt OpenELIS. RESULTS There was an immediate 5-fold increase in timeliness (OR 5.27, 95% CI 4.33-6.41; P<.001) and an immediate 3.6-fold increase in completeness (OR 3.59, 95% CI 2.40-5.37; P<.001). These immediate improvements were observed starting after OpenELIS installation and then maintained until 72 weeks after OpenELIS adoption. The weekly improvement in the postimplementation trend of completeness was significant (OR 1.03, 95% CI 1.02-1.05; P<.001). The improvement in validity was not statistically significant (OR 1.34, 95% CI 0.69-2.60; P=.38), but validity did not fall below pre-OpenELIS levels. CONCLUSIONS These results demonstrate the value of electronic laboratory information systems in improving laboratory data quality and supporting evidence-based decision-making in health care. These findings highlight the importance of OpenELIS in Côte d'Ivoire and the potential for adoption in other low- and middle-income countries with similar health systems.
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Affiliation(s)
- Yao He
- Digital Initiatives Group at International Training and Education Center for Health, Department of Global Health, Schools of Public Health and Medicine, University of Washington, Seattle, WA, United States
| | - Yves-Rolland Kouabenan
- International Training and Education Center for Health - Côte d'Ivoire, Abidjan, Cote D'Ivoire
| | - Paul Henri Assoa
- International Training and Education Center for Health - Côte d'Ivoire, Abidjan, Cote D'Ivoire
| | - Nancy Puttkammer
- Digital Initiatives Group at International Training and Education Center for Health, Department of Global Health, Schools of Public Health and Medicine, University of Washington, Seattle, WA, United States
| | - Bradley H Wagenaar
- Department of Global Health, Schools of Public Health and Medicine, University of Washington, Seattle, WA, United States
- Department of Epidemiology, Schools of Public Health and Medicine, University of Washington, Seattle, WA, United States
| | - Hong Xiao
- Public Health Sciences Division, Fred Hutchinson Cancer Center, Seattle, WA, United States
| | - Stephen Gloyd
- Department of Global Health, Schools of Public Health and Medicine, University of Washington, Seattle, WA, United States
| | - Noah G Hoffman
- Department of Pathology and Laboratory Medicine, University of Washington, Seattle, WA, United States
| | - Pascal Komena
- International Training and Education Center for Health - Côte d'Ivoire, Abidjan, Cote D'Ivoire
| | | | - Casey Iiams-Hauser
- Digital Initiatives Group at International Training and Education Center for Health, Department of Global Health, Schools of Public Health and Medicine, University of Washington, Seattle, WA, United States
| | - Adama Sanogo Pongathie
- Direction de l'Informatique et de l'Information Sanitaire, Ministry of Health, Public Hygiene and Universal Health Coverage, Abidjan, Cote D'Ivoire
| | - Alain Kouakou
- Direction de l'Informatique et de l'Information Sanitaire, Ministry of Health, Public Hygiene and Universal Health Coverage, Abidjan, Cote D'Ivoire
| | - Jan Flowers
- Digital Initiatives Group at International Training and Education Center for Health, Department of Global Health, Schools of Public Health and Medicine, University of Washington, Seattle, WA, United States
| | - Nadine Abiola
- International Training and Education Center for Health - Côte d'Ivoire, Abidjan, Cote D'Ivoire
| | - Natacha Kohemun
- Laboratory Branch, United States Centers for Disease Control and Prevention, Abidjan, Cote D'Ivoire
| | - Jean-Bernard Amani
- Laboratory Branch, United States Centers for Disease Control and Prevention, Abidjan, Cote D'Ivoire
| | - Christiane Adje-Toure
- Retro-CI Laboratory, United States Centers for Disease Control and Prevention, Abidjan, Cote D'Ivoire
| | - Lucy A Perrone
- Department of Global Health, Schools of Public Health and Medicine, University of Washington, Seattle, WA, United States
- Department of Pathology and Laboratory Medicine, University of British Columbia (UBC), Vancouver, BC, Canada
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Kemper KE, Augusto O, Gloyd S, Akoku DA, Ouattara G, Perrone LA, Assoa PH, Akoua-Koffi C, Adje-Toure C, Koné A. HIV viral load testing and monitoring in Côte d'Ivoire: A survival analysis of viral load testing and suppression, and evaluation of adherence to national recommendations. PLOS GLOBAL PUBLIC HEALTH 2023; 3:e0001822. [PMID: 37708102 PMCID: PMC10501548 DOI: 10.1371/journal.pgph.0001822] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/11/2022] [Accepted: 07/31/2023] [Indexed: 09/16/2023]
Abstract
Routine viral load (VL) monitoring is the standard of care in Côte d'Ivoire and allows for effective treatment guidance for people living with human immunodeficiency virus (HIV) to reach viral load suppression (VLS). For VL monitoring to be effective in reducing the impact of HIV, it must be provided in accordance with national guidance. This study aimed to evaluate VL testing, VLS rates and adherence to national guidance for VL testing using data collected from three national laboratories. We collected data on VL testing between 2015-2018 from OpenELIS (OE), an open-source electronic laboratory information system. We merged data by unique patient ID for patients (0-80 years old) who received multiple VL tests to calculate time between tests. We defined VLS as HIV RNA ≤1,000 copies/mL based on Côte d'Ivoire national and WHO guidance at the time of data collection. We used the Kaplan-Meier survival estimator to estimate time between ART (antiretroviral therapy) initiation and the first VL test, time between subsequent VL tests, and to estimate the proportion of people living with HIV (PLHIV) who were virally suppressed within 12 months of ART initiation. At the first documented VL test, 79.6% of patients were virally suppressed (95% CI: 78.9-80.3). Children under 15 were the least likely to be virally suppressed (55.2%, 95% CI: 51.5-58.8). The median time from ART initiation to the first VL sample collection for testing was 7.8 months (IQR:6.2-13.4). 72.4% of patients were virally suppressed within one year of treatment initiation (95% CI:71.5-73.3). Approximately 30% of patients received a second VL test during the 4-year study period. The median time between the first and second VL tests was 24.9 months (IQR: 4.7->40). Most PLHIV received their first VL test within the recommended 12 months of ART initiation but did not receive subsequent VL monitoring tests within the recommended time frame, reducing the benefits of VL monitoring. While VLS was fairly high, children were least likely to be virally suppressed. Our findings highlight the importance of regular VL monitoring after the first VL test, especially for children.
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Affiliation(s)
- Kathryn E. Kemper
- Health Alliance International, Seattle, Washington, United States of America
- Department of Global Health, University of Washington, Seattle, Washington, United States of America
| | - Orvalho Augusto
- Health Alliance International, Seattle, Washington, United States of America
- Department of Global Health, University of Washington, Seattle, Washington, United States of America
| | - Stephen Gloyd
- Health Alliance International, Seattle, Washington, United States of America
- Department of Global Health, University of Washington, Seattle, Washington, United States of America
| | - Derick A. Akoku
- Department of Global Health, University of Washington, Seattle, Washington, United States of America
- Health Alliance International, Abidjan, Côte d’Ivoire
| | | | - Lucy A. Perrone
- Department of Global Health, University of Washington, Seattle, Washington, United States of America
- International Training and Education Center for Health, Seattle, Washington, United States of America
| | - Paul Henri Assoa
- International Training and Education Center for Health, Abidjan, Côte d’Ivoire
| | - Chantal Akoua-Koffi
- Université Alassane Ouattara, Bouaké, Côte d’Ivoire
- University Teaching Hospital Bouaké, Ministry of Health and Public Hygiene, Bouaké, Côte d’Ivoire
| | | | - Ahoua Koné
- Health Alliance International, Seattle, Washington, United States of America
- Department of Global Health, University of Washington, Seattle, Washington, United States of America
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