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Key traveller groups of relevance to spatial malaria transmission: a survey of movement patterns in four sub-Saharan African countries
BACKGROUND: As malaria prevalence declines in many parts of the world due to widescale control efforts and as drug-resistant parasites begin to emerge, a quantitative understanding of human movement is becoming increasingly relevant to malaria control. However, despite its importance, significant kn...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4828820/ https://www.ncbi.nlm.nih.gov/pubmed/27068686 http://dx.doi.org/10.1186/s12936-016-1252-3 |
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author | Marshall, John M. Touré, Mahamoudou Ouédraogo, André Lin Ndhlovu, Micky Kiware, Samson S. Rezai, Ashley Nkhama, Emmy Griffin, Jamie T. Hollingsworth, T. Deirdre Doumbia, Seydou Govella, Nicodem J. Ferguson, Neil M. Ghani, Azra C. |
author_facet | Marshall, John M. Touré, Mahamoudou Ouédraogo, André Lin Ndhlovu, Micky Kiware, Samson S. Rezai, Ashley Nkhama, Emmy Griffin, Jamie T. Hollingsworth, T. Deirdre Doumbia, Seydou Govella, Nicodem J. Ferguson, Neil M. Ghani, Azra C. |
author_sort | Marshall, John M. |
collection | PubMed |
description | BACKGROUND: As malaria prevalence declines in many parts of the world due to widescale control efforts and as drug-resistant parasites begin to emerge, a quantitative understanding of human movement is becoming increasingly relevant to malaria control. However, despite its importance, significant knowledge gaps remain regarding human movement, particularly in sub-Saharan Africa. METHODS: A quantitative survey of human movement patterns was conducted in four countries in sub-Saharan Africa: Mali, Burkina Faso, Zambia, and Tanzania, with three to five survey locations chosen in each country. Questions were included on demographic and trip details, malaria risk behaviour, children accompanying travellers, and mobile phone usage to enable phone signal data to be better correlated with movement. A total of 4352 individuals were interviewed and 6411 trips recorded. RESULTS: A cluster analysis of trips highlighted two distinct traveller groups of relevance to malaria transmission: women travelling with children (in all four countries) and youth workers (in Mali). Women travelling with children were more likely to travel to areas of relatively high malaria prevalence in Mali (OR = 4.46, 95 % CI = 3.42–5.83), Burkina Faso (OR = 1.58, 95 % CI = 1.23–1.58), Zambia (OR = 1.50, 95 % CI = 1.20–1.89), and Tanzania (OR = 2.28, 95 % CI = 1.71–3.05) compared to other travellers. They were also more likely to own bed nets in Burkina Faso (OR = 1.77, 95 % CI = 1.25–2.53) and Zambia (OR = 1.74, 95 % CI = 1.34 2.27), and less likely to own a mobile phone in Mali (OR = 0.50, 95 % CI = 0.39–0.65), Burkina Faso (OR = 0.39, 95 % CI = 0.30–0.52), and Zambia (OR = 0.60, 95 % CI = 0.47–0.76). Malian youth workers were more likely to travel to areas of relatively high malaria prevalence (OR = 23, 95 % CI = 17–31) and for longer durations (mean of 70 days cf 21 days, p < 0.001) compared to other travellers. CONCLUSIONS: Women travelling with children were a remarkably consistent traveller group across all four countries surveyed. They are expected to contribute greatly towards spatial malaria transmission because the children they travel with tend to have high parasite prevalence. Youth workers were a significant traveller group in Mali and are expected to contribute greatly to spatial malaria transmission because their movements correlate with seasonal rains and hence peak mosquito densities. Interventions aimed at interrupting spatial transmission of parasites should consider these traveller groups. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12936-016-1252-3) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-4828820 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-48288202016-04-13 Key traveller groups of relevance to spatial malaria transmission: a survey of movement patterns in four sub-Saharan African countries Marshall, John M. Touré, Mahamoudou Ouédraogo, André Lin Ndhlovu, Micky Kiware, Samson S. Rezai, Ashley Nkhama, Emmy Griffin, Jamie T. Hollingsworth, T. Deirdre Doumbia, Seydou Govella, Nicodem J. Ferguson, Neil M. Ghani, Azra C. Malar J Research BACKGROUND: As malaria prevalence declines in many parts of the world due to widescale control efforts and as drug-resistant parasites begin to emerge, a quantitative understanding of human movement is becoming increasingly relevant to malaria control. However, despite its importance, significant knowledge gaps remain regarding human movement, particularly in sub-Saharan Africa. METHODS: A quantitative survey of human movement patterns was conducted in four countries in sub-Saharan Africa: Mali, Burkina Faso, Zambia, and Tanzania, with three to five survey locations chosen in each country. Questions were included on demographic and trip details, malaria risk behaviour, children accompanying travellers, and mobile phone usage to enable phone signal data to be better correlated with movement. A total of 4352 individuals were interviewed and 6411 trips recorded. RESULTS: A cluster analysis of trips highlighted two distinct traveller groups of relevance to malaria transmission: women travelling with children (in all four countries) and youth workers (in Mali). Women travelling with children were more likely to travel to areas of relatively high malaria prevalence in Mali (OR = 4.46, 95 % CI = 3.42–5.83), Burkina Faso (OR = 1.58, 95 % CI = 1.23–1.58), Zambia (OR = 1.50, 95 % CI = 1.20–1.89), and Tanzania (OR = 2.28, 95 % CI = 1.71–3.05) compared to other travellers. They were also more likely to own bed nets in Burkina Faso (OR = 1.77, 95 % CI = 1.25–2.53) and Zambia (OR = 1.74, 95 % CI = 1.34 2.27), and less likely to own a mobile phone in Mali (OR = 0.50, 95 % CI = 0.39–0.65), Burkina Faso (OR = 0.39, 95 % CI = 0.30–0.52), and Zambia (OR = 0.60, 95 % CI = 0.47–0.76). Malian youth workers were more likely to travel to areas of relatively high malaria prevalence (OR = 23, 95 % CI = 17–31) and for longer durations (mean of 70 days cf 21 days, p < 0.001) compared to other travellers. CONCLUSIONS: Women travelling with children were a remarkably consistent traveller group across all four countries surveyed. They are expected to contribute greatly towards spatial malaria transmission because the children they travel with tend to have high parasite prevalence. Youth workers were a significant traveller group in Mali and are expected to contribute greatly to spatial malaria transmission because their movements correlate with seasonal rains and hence peak mosquito densities. Interventions aimed at interrupting spatial transmission of parasites should consider these traveller groups. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12936-016-1252-3) contains supplementary material, which is available to authorized users. BioMed Central 2016-04-12 /pmc/articles/PMC4828820/ /pubmed/27068686 http://dx.doi.org/10.1186/s12936-016-1252-3 Text en © Marshall et al. 2016 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 | Research Marshall, John M. Touré, Mahamoudou Ouédraogo, André Lin Ndhlovu, Micky Kiware, Samson S. Rezai, Ashley Nkhama, Emmy Griffin, Jamie T. Hollingsworth, T. Deirdre Doumbia, Seydou Govella, Nicodem J. Ferguson, Neil M. Ghani, Azra C. Key traveller groups of relevance to spatial malaria transmission: a survey of movement patterns in four sub-Saharan African countries |
title | Key traveller groups of relevance to spatial malaria transmission: a survey of movement patterns in four sub-Saharan African countries |
title_full | Key traveller groups of relevance to spatial malaria transmission: a survey of movement patterns in four sub-Saharan African countries |
title_fullStr | Key traveller groups of relevance to spatial malaria transmission: a survey of movement patterns in four sub-Saharan African countries |
title_full_unstemmed | Key traveller groups of relevance to spatial malaria transmission: a survey of movement patterns in four sub-Saharan African countries |
title_short | Key traveller groups of relevance to spatial malaria transmission: a survey of movement patterns in four sub-Saharan African countries |
title_sort | key traveller groups of relevance to spatial malaria transmission: a survey of movement patterns in four sub-saharan african countries |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4828820/ https://www.ncbi.nlm.nih.gov/pubmed/27068686 http://dx.doi.org/10.1186/s12936-016-1252-3 |
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