A foci cohort analysis to monitor successful and persistent foci under Thailand’s Malaria Elimination Strategy
Abstract Background Thailand’s success in reducing malaria burden is built on the efficient “1-3-7” strategy applied to the surveillance system. The strategy is based on rapid case notification within 1 day, case investigation within 3 days, and targeted foci response to reduce the spread of Plasmod...
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ftdoajarticles:oai:doaj.org/article:202d17f7210c49c2b1ffddea55bd399a 2023-05-15T15:18:39+02:00 A foci cohort analysis to monitor successful and persistent foci under Thailand’s Malaria Elimination Strategy Prayuth Sudathip Suravadee Kitchakarn Jui A. Shah Donal Bisanzio Felicity Young Deyer Gopinath Niparueradee Pinyajeerapat David Sintasath Cheewanan Lertpiriyasuwat 2021-02-01T00:00:00Z https://doi.org/10.1186/s12936-021-03648-8 https://doaj.org/article/202d17f7210c49c2b1ffddea55bd399a EN eng BMC https://doi.org/10.1186/s12936-021-03648-8 https://doaj.org/toc/1475-2875 doi:10.1186/s12936-021-03648-8 1475-2875 https://doaj.org/article/202d17f7210c49c2b1ffddea55bd399a Malaria Journal, Vol 20, Iss 1, Pp 1-9 (2021) Elimination Surveillance 1-3-7 strategy Foci investigation and response Arctic medicine. Tropical medicine RC955-962 Infectious and parasitic diseases RC109-216 article 2021 ftdoajarticles https://doi.org/10.1186/s12936-021-03648-8 2022-12-31T06:40:15Z Abstract Background Thailand’s success in reducing malaria burden is built on the efficient “1-3-7” strategy applied to the surveillance system. The strategy is based on rapid case notification within 1 day, case investigation within 3 days, and targeted foci response to reduce the spread of Plasmodium spp. within 7 days. Autochthonous transmission is still occurring in the country, threatening the goal of reaching malaria-free status by 2024. This study aimed to assess the effectiveness of the 1-3-7 strategy and identify factors associated with presence of active foci. Methods Data from the national malaria information system were extracted from fiscal years 2013 to 2019; after data cleaning, the final dataset included 81,012 foci. A Cox’s proportional hazards model was built to investigate factors linked with the probability of becoming an active focus from 2015 to 2019 among foci that changed status from non-active to active focus during the study period. We performed a model selection technique based on the Akaike Information Criteria (AIC). Results The number of yearly active foci decreased from 2227 to 2013 to 700 in 2019 (68.5 %), and the number of autochthonous cases declined from 17,553 to 3,787 (78.4 %). The best Cox’s hazard model showed that foci in which vector control interventions were required were 18 % more likely to become an active focus. Increasing compliance with the 1-3-7 strategy had a protective effect, with a 22 % risk reduction among foci with over 80 % adherence to 1-3-7 timeliness protocols. Other factors associated with likelihood to become or remain an active focus include previous classification as an active focus, presence of Plasmodium falciparum infections, level of forest disturbance, and location in border provinces. Conclusions These results identified factors that favored regression of non-active foci to active foci during the study period. The model and relative risk map align with the national malaria program’s district stratification and shows strong spatial ... Article in Journal/Newspaper Arctic Directory of Open Access Journals: DOAJ Articles Arctic Malaria Journal 20 1 |
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Open Polar |
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Directory of Open Access Journals: DOAJ Articles |
op_collection_id |
ftdoajarticles |
language |
English |
topic |
Elimination Surveillance 1-3-7 strategy Foci investigation and response Arctic medicine. Tropical medicine RC955-962 Infectious and parasitic diseases RC109-216 |
spellingShingle |
Elimination Surveillance 1-3-7 strategy Foci investigation and response Arctic medicine. Tropical medicine RC955-962 Infectious and parasitic diseases RC109-216 Prayuth Sudathip Suravadee Kitchakarn Jui A. Shah Donal Bisanzio Felicity Young Deyer Gopinath Niparueradee Pinyajeerapat David Sintasath Cheewanan Lertpiriyasuwat A foci cohort analysis to monitor successful and persistent foci under Thailand’s Malaria Elimination Strategy |
topic_facet |
Elimination Surveillance 1-3-7 strategy Foci investigation and response Arctic medicine. Tropical medicine RC955-962 Infectious and parasitic diseases RC109-216 |
description |
Abstract Background Thailand’s success in reducing malaria burden is built on the efficient “1-3-7” strategy applied to the surveillance system. The strategy is based on rapid case notification within 1 day, case investigation within 3 days, and targeted foci response to reduce the spread of Plasmodium spp. within 7 days. Autochthonous transmission is still occurring in the country, threatening the goal of reaching malaria-free status by 2024. This study aimed to assess the effectiveness of the 1-3-7 strategy and identify factors associated with presence of active foci. Methods Data from the national malaria information system were extracted from fiscal years 2013 to 2019; after data cleaning, the final dataset included 81,012 foci. A Cox’s proportional hazards model was built to investigate factors linked with the probability of becoming an active focus from 2015 to 2019 among foci that changed status from non-active to active focus during the study period. We performed a model selection technique based on the Akaike Information Criteria (AIC). Results The number of yearly active foci decreased from 2227 to 2013 to 700 in 2019 (68.5 %), and the number of autochthonous cases declined from 17,553 to 3,787 (78.4 %). The best Cox’s hazard model showed that foci in which vector control interventions were required were 18 % more likely to become an active focus. Increasing compliance with the 1-3-7 strategy had a protective effect, with a 22 % risk reduction among foci with over 80 % adherence to 1-3-7 timeliness protocols. Other factors associated with likelihood to become or remain an active focus include previous classification as an active focus, presence of Plasmodium falciparum infections, level of forest disturbance, and location in border provinces. Conclusions These results identified factors that favored regression of non-active foci to active foci during the study period. The model and relative risk map align with the national malaria program’s district stratification and shows strong spatial ... |
format |
Article in Journal/Newspaper |
author |
Prayuth Sudathip Suravadee Kitchakarn Jui A. Shah Donal Bisanzio Felicity Young Deyer Gopinath Niparueradee Pinyajeerapat David Sintasath Cheewanan Lertpiriyasuwat |
author_facet |
Prayuth Sudathip Suravadee Kitchakarn Jui A. Shah Donal Bisanzio Felicity Young Deyer Gopinath Niparueradee Pinyajeerapat David Sintasath Cheewanan Lertpiriyasuwat |
author_sort |
Prayuth Sudathip |
title |
A foci cohort analysis to monitor successful and persistent foci under Thailand’s Malaria Elimination Strategy |
title_short |
A foci cohort analysis to monitor successful and persistent foci under Thailand’s Malaria Elimination Strategy |
title_full |
A foci cohort analysis to monitor successful and persistent foci under Thailand’s Malaria Elimination Strategy |
title_fullStr |
A foci cohort analysis to monitor successful and persistent foci under Thailand’s Malaria Elimination Strategy |
title_full_unstemmed |
A foci cohort analysis to monitor successful and persistent foci under Thailand’s Malaria Elimination Strategy |
title_sort |
foci cohort analysis to monitor successful and persistent foci under thailand’s malaria elimination strategy |
publisher |
BMC |
publishDate |
2021 |
url |
https://doi.org/10.1186/s12936-021-03648-8 https://doaj.org/article/202d17f7210c49c2b1ffddea55bd399a |
geographic |
Arctic |
geographic_facet |
Arctic |
genre |
Arctic |
genre_facet |
Arctic |
op_source |
Malaria Journal, Vol 20, Iss 1, Pp 1-9 (2021) |
op_relation |
https://doi.org/10.1186/s12936-021-03648-8 https://doaj.org/toc/1475-2875 doi:10.1186/s12936-021-03648-8 1475-2875 https://doaj.org/article/202d17f7210c49c2b1ffddea55bd399a |
op_doi |
https://doi.org/10.1186/s12936-021-03648-8 |
container_title |
Malaria Journal |
container_volume |
20 |
container_issue |
1 |
_version_ |
1766348850554994688 |