Functional illiteracy burden in soil-transmitted helminth (STH) endemic regions of the Philippines: An ecological study and geographical prediction for 2017.

Background Soil-transmitted helminth (STH) infections remain highly endemic across the Philippines, and are believed to be important contributors to delayed cognitive development of school-aged children. Identification of communities where children are at risk of functional illiteracy is important f...

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Published in:PLOS Neglected Tropical Diseases
Main Authors: Kei Owada, Mark Nielsen, Colleen L Lau, Laith Yakob, Archie C A Clements, Lydia Leonardo, Ricardo J Soares Magalhães
Format: Article in Journal/Newspaper
Language:English
Published: Public Library of Science (PLoS) 2019
Subjects:
Online Access:https://doi.org/10.1371/journal.pntd.0007494
https://doaj.org/article/c8eeb713554346e894754f3314118bfa
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spelling ftdoajarticles:oai:doaj.org/article:c8eeb713554346e894754f3314118bfa 2024-09-09T19:27:29+00:00 Functional illiteracy burden in soil-transmitted helminth (STH) endemic regions of the Philippines: An ecological study and geographical prediction for 2017. Kei Owada Mark Nielsen Colleen L Lau Laith Yakob Archie C A Clements Lydia Leonardo Ricardo J Soares Magalhães 2019-06-01T00:00:00Z https://doi.org/10.1371/journal.pntd.0007494 https://doaj.org/article/c8eeb713554346e894754f3314118bfa EN eng Public Library of Science (PLoS) https://doi.org/10.1371/journal.pntd.0007494 https://doaj.org/toc/1935-2727 https://doaj.org/toc/1935-2735 1935-2727 1935-2735 doi:10.1371/journal.pntd.0007494 https://doaj.org/article/c8eeb713554346e894754f3314118bfa PLoS Neglected Tropical Diseases, Vol 13, Iss 6, p e0007494 (2019) Arctic medicine. Tropical medicine RC955-962 Public aspects of medicine RA1-1270 article 2019 ftdoajarticles https://doi.org/10.1371/journal.pntd.0007494 2024-08-05T17:48:54Z Background Soil-transmitted helminth (STH) infections remain highly endemic across the Philippines, and are believed to be important contributors to delayed cognitive development of school-aged children. Identification of communities where children are at risk of functional illiteracy is important for the attainment of Sustainable Development Goals target for literacy. We aimed to quantify the associations between the spatial variation of STH infections and functional literacy indicators adjusting for other important contributors, and identify priority areas in the Philippines in need of interventions. Methodology/principal findings We used data from 11,313 school-aged children on functional literacy indicators collected in 2008. Nested fixed-effects multinomial regression models were built to determine associations between STH endemicity and geographical distribution of functional literacy, adjusting for demographics, household level variables, and the prevalence of malaria. Bayesian multinomial geostatistical models were built to geographically predict the prevalence of each level of functional literacy. The number of school-aged children belonging to each of the functional literacy indicator classes was forecast for 2017. We estimated 4.20% of functional illiteracy burden among school-aged children in Mindanao might be averted by preventing T. trichiura infections. Areas predicted with the highest prevalence of functional illiteracy were observed in localised areas of the eastern region of the Visayas, and the south-eastern portion of Mindanao. Conclusions/significance The study demonstrates significant geographical variation in burden of functional illiteracy in school-aged children associated with STH infections suggesting that targeted helminth control could potentially promote the development of cognitive function of school-aged children in the Philippines. The benefits of a spatially targeted strategy should be tested by future studies. Article in Journal/Newspaper Arctic Directory of Open Access Journals: DOAJ Articles Arctic PLOS Neglected Tropical Diseases 13 6 e0007494
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Arctic medicine. Tropical medicine
RC955-962
Public aspects of medicine
RA1-1270
spellingShingle Arctic medicine. Tropical medicine
RC955-962
Public aspects of medicine
RA1-1270
Kei Owada
Mark Nielsen
Colleen L Lau
Laith Yakob
Archie C A Clements
Lydia Leonardo
Ricardo J Soares Magalhães
Functional illiteracy burden in soil-transmitted helminth (STH) endemic regions of the Philippines: An ecological study and geographical prediction for 2017.
topic_facet Arctic medicine. Tropical medicine
RC955-962
Public aspects of medicine
RA1-1270
description Background Soil-transmitted helminth (STH) infections remain highly endemic across the Philippines, and are believed to be important contributors to delayed cognitive development of school-aged children. Identification of communities where children are at risk of functional illiteracy is important for the attainment of Sustainable Development Goals target for literacy. We aimed to quantify the associations between the spatial variation of STH infections and functional literacy indicators adjusting for other important contributors, and identify priority areas in the Philippines in need of interventions. Methodology/principal findings We used data from 11,313 school-aged children on functional literacy indicators collected in 2008. Nested fixed-effects multinomial regression models were built to determine associations between STH endemicity and geographical distribution of functional literacy, adjusting for demographics, household level variables, and the prevalence of malaria. Bayesian multinomial geostatistical models were built to geographically predict the prevalence of each level of functional literacy. The number of school-aged children belonging to each of the functional literacy indicator classes was forecast for 2017. We estimated 4.20% of functional illiteracy burden among school-aged children in Mindanao might be averted by preventing T. trichiura infections. Areas predicted with the highest prevalence of functional illiteracy were observed in localised areas of the eastern region of the Visayas, and the south-eastern portion of Mindanao. Conclusions/significance The study demonstrates significant geographical variation in burden of functional illiteracy in school-aged children associated with STH infections suggesting that targeted helminth control could potentially promote the development of cognitive function of school-aged children in the Philippines. The benefits of a spatially targeted strategy should be tested by future studies.
format Article in Journal/Newspaper
author Kei Owada
Mark Nielsen
Colleen L Lau
Laith Yakob
Archie C A Clements
Lydia Leonardo
Ricardo J Soares Magalhães
author_facet Kei Owada
Mark Nielsen
Colleen L Lau
Laith Yakob
Archie C A Clements
Lydia Leonardo
Ricardo J Soares Magalhães
author_sort Kei Owada
title Functional illiteracy burden in soil-transmitted helminth (STH) endemic regions of the Philippines: An ecological study and geographical prediction for 2017.
title_short Functional illiteracy burden in soil-transmitted helminth (STH) endemic regions of the Philippines: An ecological study and geographical prediction for 2017.
title_full Functional illiteracy burden in soil-transmitted helminth (STH) endemic regions of the Philippines: An ecological study and geographical prediction for 2017.
title_fullStr Functional illiteracy burden in soil-transmitted helminth (STH) endemic regions of the Philippines: An ecological study and geographical prediction for 2017.
title_full_unstemmed Functional illiteracy burden in soil-transmitted helminth (STH) endemic regions of the Philippines: An ecological study and geographical prediction for 2017.
title_sort functional illiteracy burden in soil-transmitted helminth (sth) endemic regions of the philippines: an ecological study and geographical prediction for 2017.
publisher Public Library of Science (PLoS)
publishDate 2019
url https://doi.org/10.1371/journal.pntd.0007494
https://doaj.org/article/c8eeb713554346e894754f3314118bfa
geographic Arctic
geographic_facet Arctic
genre Arctic
genre_facet Arctic
op_source PLoS Neglected Tropical Diseases, Vol 13, Iss 6, p e0007494 (2019)
op_relation https://doi.org/10.1371/journal.pntd.0007494
https://doaj.org/toc/1935-2727
https://doaj.org/toc/1935-2735
1935-2727
1935-2735
doi:10.1371/journal.pntd.0007494
https://doaj.org/article/c8eeb713554346e894754f3314118bfa
op_doi https://doi.org/10.1371/journal.pntd.0007494
container_title PLOS Neglected Tropical Diseases
container_volume 13
container_issue 6
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