Effects of climate variability and environmental factors on the spatiotemporal distribution of malaria incidence in the Amhara national regional state, Ethiopia

Accessed Date	2024-04-18T08:52:41Z
Date Availabe	2024-04-18T08:52:41Z
Issued Date	2024
Description	This retrospective cross-sectional routine data was analyzed for monthly malaria case incidence and environmental data were collected from Amhara Public Health Institute, NASA, CHIRPS, and World Global Climate Databases. We have employed advanced statistical models such as parametric and nonparametric spatiotemporal trend models, Bayesian generalized Poisson model, Kulldorff’s retrospective space-time scan statistic, spatiotemporal generalized additive models, classification and regression training for spatiotemporal data (CAST), and Bayesian spatiotemporal predictive models.
URI	https://rdmc.aphi.gov.et/handle/123456789/85
Language	en
Title	Effects of climate variability and environmental factors on the spatiotemporal distribution of malaria incidence in the Amhara national regional state, Ethiopia
Type	Dataset
Entity Type
Geographic Coverage	Regional
Sex Coverage	Yes
Data Quality	Very good
Format	EXCEL
RDMC ID	APHI-RDMC-024
Keyword	Bayesian approach; Climate variability; Generalized additive models; Malaria surveillance; Predictive model; Spatial risk; Spatio-temporal; Spatio-temporal clustering.
Objective	This study aimed to examine spatio-temporal patterns and trends of malaria epidemic by accounting for climate variabilities.
Recommendation	It is highly recommended to use the dataset.
Study Population	All malaria cases reported from 152 districts in a weekly basis from July 2012 to June 2020 G.C.

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