ArticleMalaria journal2017
Assessment of climate-driven variations in malaria incidence in Swaziland: toward malaria elimination.
Article in Malaria journal, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers, 1 of them a synthesis that pooled it.
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18 citing papers in PubMed, 1 synthesis or guideline pooled it, 37 citations in OpenAlex.
- Predicting the risk of malaria re-introduction in countries certified malaria-free: a systematic review.Malaria journal · 2023Pooled it
- Impact of climate change on malaria transmission in Africa: A scoping review of literature.Journal of public health in Africa · 2025Review
- Modelling the impact of climatic and environmental variables on malaria incidence in Tanzania: Implications for achieving the WHO's 2030 Targets.PLOS global public health · 2025Article
- Potential distribution of malaria vectors in Central Vietnam: A MaxEnt modeling approach.Veterinary world · 2024Article
- Climate variability, socio-economic conditions and vulnerability to malaria infections in Mozambique 2016-2018: a spatial temporal analysis.Frontiers in public health · 2023Article
- Is There Always a Negative Causality between Human Health and Environmental Degradation? Current Evidence from Rural China.International journal of environmental research and public health · 2022Article
- Relationships between transmission of malaria in Africa and climate factors.Scientific reports · 2022Article
- Linguistic Pattern-Infused Dual-Channel Bidirectional Long Short-term Memory With Attention for Dengue Case Summary Generation From the Program for Monitoring Emerging Diseases-Mail Database: Algorithm Development Study.JMIR public health and surveillance · 2022Article
- Dry-season transmission and determinants of Plasmodium infections in Jawi district, northwest Ethiopia.Malaria journal · 2022Article
- Modelling sociodemographic factors that affect malaria prevalence in Sussundenga, Mozambique: a cross-sectional study.F1000Research · 2022Article
- Associations between environmental covariates and temporal changes in malaria incidence in high transmission settings of Uganda: a distributed lag nonlinear analysis.BMC public health · 2021Article
- Article
- Individual, household and neighborhood risk factors for malaria in the Democratic Republic of the Congo support new approaches to programmatic intervention.Health & place · 2021Article
- Impact of climatic variables on childhood severe malaria in a tertiary health facility in northern Nigeria.Sudanese journal of paediatrics · 2021Article
- High Genetic Diversity of Plasmodium falciparum in the Low-Transmission Setting of the Kingdom of Eswatini.The Journal of infectious diseases · 2019Article
- Climatic fluctuations and malaria transmission dynamics, prior to elimination, in Guna Yala, República de Panamá.Malaria journal · 2018Article
- Article
- Travel patterns and demographic characteristics of malaria cases in Swaziland, 2010-2014.Malaria journal · 2017Article
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8 authors at 3 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundSwaziland aims to eliminate malaria by 2020. However, imported cases from neighbouring endemic countries continue to sustain local parasite reservoirs and initiate transmission. As certain weather and climatic conditions may trigger or intensify malaria outbreaks, identification of areas prone to these conditions may aid decision-makers in deploying targeted malaria interventions more effectively.
methodsMalaria case-surveillance data for Swaziland were provided by Swaziland's National Malaria Control Programme. Climate data were derived from local weather stations and remote sensing images. Climate parameters and malaria cases between 2001 and 2015 were then analysed using seasonal autoregressive integrated moving average models and distributed lag non-linear models (DLNM).
resultsThe incidence of malaria in Swaziland increased between 2005 and 2010, especially in the Lubombo and Hhohho regions. A time-series analysis indicated that warmer temperatures and higher precipitation in the Lubombo and Hhohho administrative regions are conducive to malaria transmission. DLNM showed that the risk of malaria increased in Lubombo when the maximum temperature was above 30 °C or monthly precipitation was above 5 in. In Hhohho, the minimum temperature remaining above 15 °C or precipitation being greater than 10 in. might be associated with malaria transmission.
conclusionsThis study provides a preliminary assessment of the impact of short-term climate variations on malaria transmission in Swaziland. The geographic separation of imported and locally acquired malaria, as well as population behaviour, highlight the varying modes of transmission, part of which may be relevant to climate conditions. Thus, the impact of changing climate conditions should be noted as Swaziland moves toward malaria elimination.
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