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Seasonal variation in geographical access to maternal health services in regions of southern Mozambique

BACKGROUND: Geographic proximity to health facilities is a known determinant of access to maternal care. Methods of quantifying geographical access to care have largely ignored the impact of precipitation and flooding. Further, travel has largely been imagined as unimodal where one transport mode is...

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Autores principales: Makanga, Prestige Tatenda, Schuurman, Nadine, Sacoor, Charfudin, Boene, Helena Edith, Vilanculo, Faustino, Vidler, Marianne, Magee, Laura, von Dadelszen, Peter, Sevene, Esperança, Munguambe, Khátia, Firoz, Tabassum
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2017
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Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5237329/
https://www.ncbi.nlm.nih.gov/pubmed/28086893
http://dx.doi.org/10.1186/s12942-016-0074-4
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author Makanga, Prestige Tatenda
Schuurman, Nadine
Sacoor, Charfudin
Boene, Helena Edith
Vilanculo, Faustino
Vidler, Marianne
Magee, Laura
von Dadelszen, Peter
Sevene, Esperança
Munguambe, Khátia
Firoz, Tabassum
author_facet Makanga, Prestige Tatenda
Schuurman, Nadine
Sacoor, Charfudin
Boene, Helena Edith
Vilanculo, Faustino
Vidler, Marianne
Magee, Laura
von Dadelszen, Peter
Sevene, Esperança
Munguambe, Khátia
Firoz, Tabassum
author_sort Makanga, Prestige Tatenda
collection PubMed
description BACKGROUND: Geographic proximity to health facilities is a known determinant of access to maternal care. Methods of quantifying geographical access to care have largely ignored the impact of precipitation and flooding. Further, travel has largely been imagined as unimodal where one transport mode is used for entire journeys to seek care. This study proposes a new approach for modeling potential spatio-temporal access by evaluating the impact of precipitation and floods on access to maternal health services using multiple transport modes, in southern Mozambique. METHODS: A facility assessment was used to classify 56 health centres. GPS coordinates of the health facilities were acquired from the Ministry of Health while roads were digitized and classified from high-resolution satellite images. Data on the geographic distribution of populations of women of reproductive age, pregnancies and births within the preceding 12 months, and transport options available to pregnant women were collected from a household census. Daily precipitation and flood data were used to model the impact of severe weather on access for a 17-month timeline. Travel times to the nearest health facilities were calculated using the closest facility tool in ArcGIS software. RESULTS: Forty-six and 87 percent of pregnant women lived within a 1-h of the nearest primary care centre using walking or public transport modes respectively. The populations within these catchments dropped by 9 and 5% respectively at the peak of the wet season. For journeys that would have commenced with walking to primary facilities, 64% of women lived within 2 h of life-saving care, while for those that began journeys with public transport, the same 2-hour catchment would have contained 95% of the women population. The population of women within two hours of life-saving care dropped by 9% for secondary facilities and 18% for tertiary facilities during the wet season. CONCLUSIONS: Seasonal variation in access to maternal care should not be imagined through a dichotomous and static lens of wet and dry seasons, as access continually fluctuates in both. This new approach for modelling spatio-temporal access allows for the GIS output to be utilized not only for health services planning, but also to aid near real time community-level delivery of maternal health services.
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spelling pubmed-52373292017-01-18 Seasonal variation in geographical access to maternal health services in regions of southern Mozambique Makanga, Prestige Tatenda Schuurman, Nadine Sacoor, Charfudin Boene, Helena Edith Vilanculo, Faustino Vidler, Marianne Magee, Laura von Dadelszen, Peter Sevene, Esperança Munguambe, Khátia Firoz, Tabassum Int J Health Geogr Methodology BACKGROUND: Geographic proximity to health facilities is a known determinant of access to maternal care. Methods of quantifying geographical access to care have largely ignored the impact of precipitation and flooding. Further, travel has largely been imagined as unimodal where one transport mode is used for entire journeys to seek care. This study proposes a new approach for modeling potential spatio-temporal access by evaluating the impact of precipitation and floods on access to maternal health services using multiple transport modes, in southern Mozambique. METHODS: A facility assessment was used to classify 56 health centres. GPS coordinates of the health facilities were acquired from the Ministry of Health while roads were digitized and classified from high-resolution satellite images. Data on the geographic distribution of populations of women of reproductive age, pregnancies and births within the preceding 12 months, and transport options available to pregnant women were collected from a household census. Daily precipitation and flood data were used to model the impact of severe weather on access for a 17-month timeline. Travel times to the nearest health facilities were calculated using the closest facility tool in ArcGIS software. RESULTS: Forty-six and 87 percent of pregnant women lived within a 1-h of the nearest primary care centre using walking or public transport modes respectively. The populations within these catchments dropped by 9 and 5% respectively at the peak of the wet season. For journeys that would have commenced with walking to primary facilities, 64% of women lived within 2 h of life-saving care, while for those that began journeys with public transport, the same 2-hour catchment would have contained 95% of the women population. The population of women within two hours of life-saving care dropped by 9% for secondary facilities and 18% for tertiary facilities during the wet season. CONCLUSIONS: Seasonal variation in access to maternal care should not be imagined through a dichotomous and static lens of wet and dry seasons, as access continually fluctuates in both. This new approach for modelling spatio-temporal access allows for the GIS output to be utilized not only for health services planning, but also to aid near real time community-level delivery of maternal health services. BioMed Central 2017-01-13 /pmc/articles/PMC5237329/ /pubmed/28086893 http://dx.doi.org/10.1186/s12942-016-0074-4 Text en © The Author(s) 2017 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Methodology
Makanga, Prestige Tatenda
Schuurman, Nadine
Sacoor, Charfudin
Boene, Helena Edith
Vilanculo, Faustino
Vidler, Marianne
Magee, Laura
von Dadelszen, Peter
Sevene, Esperança
Munguambe, Khátia
Firoz, Tabassum
Seasonal variation in geographical access to maternal health services in regions of southern Mozambique
title Seasonal variation in geographical access to maternal health services in regions of southern Mozambique
title_full Seasonal variation in geographical access to maternal health services in regions of southern Mozambique
title_fullStr Seasonal variation in geographical access to maternal health services in regions of southern Mozambique
title_full_unstemmed Seasonal variation in geographical access to maternal health services in regions of southern Mozambique
title_short Seasonal variation in geographical access to maternal health services in regions of southern Mozambique
title_sort seasonal variation in geographical access to maternal health services in regions of southern mozambique
topic Methodology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5237329/
https://www.ncbi.nlm.nih.gov/pubmed/28086893
http://dx.doi.org/10.1186/s12942-016-0074-4
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