ArticleComputer methods and programs in biomedicine update2025
Harnessing laboratory data for poliovirus eradication: contributions of the Africa regional polio laboratory data management team, 2022 - 2024.
Article in Computer methods and programs in biomedicine update, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
2 citing papers in PubMed.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
15 authors.
Funding
Abstract
Background and Objectives: Polio laboratory data is crucial in providing timely and accurate information on poliovirus outbreaks and therefore an important component of the overall poliovirus eradication strategies. This paper discusses the contributions of the Africa Regional Polio Laboratory Data Management Team (RPLDMT) in optimizing data-driven polio eradication efforts in the African region from 2022 to 2024. Methods: We explored key data management activities performed by the RPLDMT from 2022 to 2024 and assessed their contribution on enhancing polio eradication efforts in the African region. Results: The RPLDMT has significantly advanced polio eradication efforts in Africa through multiple initiatives. Notably, the team has supported the Africa Regional Emergency Operations Center (EOC) by providing 218 daily line lists of polioviruses identified, improving real-time case tracking and decision-making. The integration of Open Data Kit (ODK), an open-source electronic data collection tool, has enhanced poliovirus environmental surveillance, benefitting 23 countries in 2022, 13 in 2023, and 14 as of August 2024. The development of a sophisticated automated data quality assurance script has improved data accuracy and reliability, with 65 weekly line lists of errors provided for data correction. Additionally, the introduction of the biweekly Africa Regional Polio Laboratory Network (ARPLN) bulletin and real-time dashboards has optimized data use, aiding in actionable insights and decision-making. Efforts to transition to the Web-based Information for Action (WebIFA) system and capacity building through training workshops have further strengthened data management and surveillance capabilities across the region. Conclusion: The contributions provided by the RPLDMT has played a key role in boosting the polio eradication efforts with a focus on enhancing human resource skills embracing new technologies and implementing real-time performance monitoring tools to improve data quality and strengthen data-driven decision-making processes essential for speeding up the progress towards eradicating polio in the region.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.