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Near-term climate change impacts on sub-national malaria transmission

AbstractThe role of climate change on global malaria is often highlighted in World Health Organisation reports. We modelled a Zambian socio-environmental dataset from 2000 to 2016, against malaria trends and investigated the relationship of near-term environmental change with malaria incidence using Bayesian spatio-temporal, and negative binomial mixed regression models. We introduced the diurnal temperature range (DTR) as an alternative environmental measure to the widely used mean temperature. We found substantial sub-national near-term variations and significant associations with malaria incidence-trends. Significant spatio-temporal shifts in DTR/environmental predictors influenced malaria incidence-rates, even in areas with declining trends. We highlight the impact of seasonally sensitive DTR, especially in the first two quarters of the year and demonstrate how substantial investment in intervention programmes is negatively impacted by near-term climate change, most notably since 2010. We argue for targeted seasonally-sensitive malaria chemoprevention programmes.
- University of Ulster United Kingdom
- University of North Texas United States
- University of North Texas Health Science Center United States
- Zambian Ministry of Health Zambia
- Ministry of Health Zambia
Plasmodium, Models, Statistical, Science, Climate Change, Incidence, Q, R, Zambia, Bayes Theorem, Article, Malaria, Spatio-Temporal Analysis, Medicine, Humans
Plasmodium, Models, Statistical, Science, Climate Change, Incidence, Q, R, Zambia, Bayes Theorem, Article, Malaria, Spatio-Temporal Analysis, Medicine, Humans
citations This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).21 popularity This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.Top 10% influence This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).Average impulse This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.Top 10%
