On the discriminatory and predictive accuracy of the RDT against the microscopy in the diagnosis of malaria among under-five children in Nigeria

Abstract Background Accurate identification of malaria cases is crucial to the management of cases and the eventual success of malaria eradication agenda. This study is designed to evaluate the discriminatory and predictive accuracy of malaria rapid diagnostic tests (RDTs) in Nigeria. Methods The da...

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Published in:Malaria Journal
Main Author: Adeniyi Francis Fagbamigbe
Format: Article in Journal/Newspaper
Language:English
Published: BMC 2019
Subjects:
RDT
NPV
Online Access:https://doi.org/10.1186/s12936-019-2678-1
https://doaj.org/article/503f90405d284a3e8c325137da76ebf2
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spelling ftdoajarticles:oai:doaj.org/article:503f90405d284a3e8c325137da76ebf2 2023-05-15T15:18:30+02:00 On the discriminatory and predictive accuracy of the RDT against the microscopy in the diagnosis of malaria among under-five children in Nigeria Adeniyi Francis Fagbamigbe 2019-02-01T00:00:00Z https://doi.org/10.1186/s12936-019-2678-1 https://doaj.org/article/503f90405d284a3e8c325137da76ebf2 EN eng BMC http://link.springer.com/article/10.1186/s12936-019-2678-1 https://doaj.org/toc/1475-2875 doi:10.1186/s12936-019-2678-1 1475-2875 https://doaj.org/article/503f90405d284a3e8c325137da76ebf2 Malaria Journal, Vol 18, Iss 1, Pp 1-12 (2019) RDT Microscopy Diagnostic accuracy Sensitivity Specificity NPV Arctic medicine. Tropical medicine RC955-962 Infectious and parasitic diseases RC109-216 article 2019 ftdoajarticles https://doi.org/10.1186/s12936-019-2678-1 2022-12-31T10:05:53Z Abstract Background Accurate identification of malaria cases is crucial to the management of cases and the eventual success of malaria eradication agenda. This study is designed to evaluate the discriminatory and predictive accuracy of malaria rapid diagnostic tests (RDTs) in Nigeria. Methods The data obtained during the 2015 Nigeria Malaria Indicator Survey was used to quantify the discriminatory accuracy of the RDT against the microscopy through the analysis of its sensitivity, specificity, positive (LR+) and negative (LR−) likelihood ratio. The positive (PPV) and negative (NPV) predictive values, area under the receiver operating characteristic curve, and diagnostic odds ratio were used to assess the predictive accuracy of the RDTs using expert microscopy as a gold standard at p = 0.05. The McNemar paired test and the Kappa statistics were used to assess the level of agreement between the diagnostic tests. Results There was a significant but not an excellent agreement between the results of the RDT and microscopy tests (p < 0.001). The overall sensitivity of the RDT was 87.6% (85.9–89.2%), specificity was 75.8% (74.4–77.1%), while the diagnostic accuracy stood at 79.0% (77.9–80.0%). The LR+, LR−, PPV and NPV were 3.6 (3.4–3.8) and 0.16 (0.14–0.19), 57.5% (56.1–58.9%) and 94.2% (93.5–94.9%), respectively. The sensitivity of RDT increased as the age of the children increased, from 85.7% among those aged 0–6 months to 86.1% in 7–23 month olds to 88.1% among those aged 24–59 months, but the reverse was the specificity. For children with severe anaemia, the sensitivity of the RDT was nearly 100% compared with a specificity of 39%. While the sensitivity and the PPV reduced with children’s level of anaemia, the higher the severity of anaemia, the lower the NPV, specificity, the diagnostic accuracy of the RDT. The odds of RDT being sensitive was about 50% [adjusted Odds Ratio (aOR) = 0.52 (95% CI 0.30–0.90)] lower among children aged 7–23 months compared with those aged 24–59 months while the odds of RDT being ... Article in Journal/Newspaper Arctic Directory of Open Access Journals: DOAJ Articles Arctic Malaria Journal 18 1
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic RDT
Microscopy
Diagnostic accuracy
Sensitivity
Specificity
NPV
Arctic medicine. Tropical medicine
RC955-962
Infectious and parasitic diseases
RC109-216
spellingShingle RDT
Microscopy
Diagnostic accuracy
Sensitivity
Specificity
NPV
Arctic medicine. Tropical medicine
RC955-962
Infectious and parasitic diseases
RC109-216
Adeniyi Francis Fagbamigbe
On the discriminatory and predictive accuracy of the RDT against the microscopy in the diagnosis of malaria among under-five children in Nigeria
topic_facet RDT
Microscopy
Diagnostic accuracy
Sensitivity
Specificity
NPV
Arctic medicine. Tropical medicine
RC955-962
Infectious and parasitic diseases
RC109-216
description Abstract Background Accurate identification of malaria cases is crucial to the management of cases and the eventual success of malaria eradication agenda. This study is designed to evaluate the discriminatory and predictive accuracy of malaria rapid diagnostic tests (RDTs) in Nigeria. Methods The data obtained during the 2015 Nigeria Malaria Indicator Survey was used to quantify the discriminatory accuracy of the RDT against the microscopy through the analysis of its sensitivity, specificity, positive (LR+) and negative (LR−) likelihood ratio. The positive (PPV) and negative (NPV) predictive values, area under the receiver operating characteristic curve, and diagnostic odds ratio were used to assess the predictive accuracy of the RDTs using expert microscopy as a gold standard at p = 0.05. The McNemar paired test and the Kappa statistics were used to assess the level of agreement between the diagnostic tests. Results There was a significant but not an excellent agreement between the results of the RDT and microscopy tests (p < 0.001). The overall sensitivity of the RDT was 87.6% (85.9–89.2%), specificity was 75.8% (74.4–77.1%), while the diagnostic accuracy stood at 79.0% (77.9–80.0%). The LR+, LR−, PPV and NPV were 3.6 (3.4–3.8) and 0.16 (0.14–0.19), 57.5% (56.1–58.9%) and 94.2% (93.5–94.9%), respectively. The sensitivity of RDT increased as the age of the children increased, from 85.7% among those aged 0–6 months to 86.1% in 7–23 month olds to 88.1% among those aged 24–59 months, but the reverse was the specificity. For children with severe anaemia, the sensitivity of the RDT was nearly 100% compared with a specificity of 39%. While the sensitivity and the PPV reduced with children’s level of anaemia, the higher the severity of anaemia, the lower the NPV, specificity, the diagnostic accuracy of the RDT. The odds of RDT being sensitive was about 50% [adjusted Odds Ratio (aOR) = 0.52 (95% CI 0.30–0.90)] lower among children aged 7–23 months compared with those aged 24–59 months while the odds of RDT being ...
format Article in Journal/Newspaper
author Adeniyi Francis Fagbamigbe
author_facet Adeniyi Francis Fagbamigbe
author_sort Adeniyi Francis Fagbamigbe
title On the discriminatory and predictive accuracy of the RDT against the microscopy in the diagnosis of malaria among under-five children in Nigeria
title_short On the discriminatory and predictive accuracy of the RDT against the microscopy in the diagnosis of malaria among under-five children in Nigeria
title_full On the discriminatory and predictive accuracy of the RDT against the microscopy in the diagnosis of malaria among under-five children in Nigeria
title_fullStr On the discriminatory and predictive accuracy of the RDT against the microscopy in the diagnosis of malaria among under-five children in Nigeria
title_full_unstemmed On the discriminatory and predictive accuracy of the RDT against the microscopy in the diagnosis of malaria among under-five children in Nigeria
title_sort on the discriminatory and predictive accuracy of the rdt against the microscopy in the diagnosis of malaria among under-five children in nigeria
publisher BMC
publishDate 2019
url https://doi.org/10.1186/s12936-019-2678-1
https://doaj.org/article/503f90405d284a3e8c325137da76ebf2
geographic Arctic
geographic_facet Arctic
genre Arctic
genre_facet Arctic
op_source Malaria Journal, Vol 18, Iss 1, Pp 1-12 (2019)
op_relation http://link.springer.com/article/10.1186/s12936-019-2678-1
https://doaj.org/toc/1475-2875
doi:10.1186/s12936-019-2678-1
1475-2875
https://doaj.org/article/503f90405d284a3e8c325137da76ebf2
op_doi https://doi.org/10.1186/s12936-019-2678-1
container_title Malaria Journal
container_volume 18
container_issue 1
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