ArticleInternational journal of environmental research and public health2019
Effects of Socio-Environmental Factors on Malaria Infection in Pakistan: A Bayesian Spatial Analysis.
Article in International journal of environmental research and public health, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers, 1 of them a synthesis that pooled it.
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Who cites it
10 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Spatial connectivity in mosquito-borne disease models: a systematic review of methods and assumptions.Journal of the Royal Society, Interface · 2021Pooled it
- A Topographic Analysis of Malaria Transmission - Khyber Pakhtunkhwa, Pakistan, 2019-2022.China CDC weekly · 2026Article
- Determinants of malaria infection across different districts of Khyber Pakhtunkhwa, Pakistan: a cross-sectional study.Malaria journal · 2026Article
- Effect of Socio-economic factors on malaria prevalence in a Peri-urban setting in Vihiga County, Western Kenya Highlands.African health sciences · 2024Article
- Cross-sectional study to predict subnational levels of health workers' knowledge about severe malaria treatment in Kenya.BMJ open · 2022Article
- Genomic Epidemiology of SARS-CoV-2 in Pakistan.Genomics, proteomics & bioinformatics · 2021Article
- Trends of the global, regional and national incidence of malaria in 204 countries from 1990 to 2019 and implications for malaria prevention.Journal of travel medicine · 2021Article
- Passive Surveillance of Malaria in Pregnant Women, Non-pregnant Women and Children Under 5 Years of Age in Bannu District, Khyber Pakhtunkhwa Pakistan.Frontiers in medicine · 2021Article
- Modeling an association between malaria cases and climate variables for Keonjhar district of Odisha, India: a Bayesian approach.Journal of parasitic diseases : official organ of the Indian Society for Parasitology · 2020Article
- Five-Year Trend Analysis of Malaria Prevalence in Dembecha Health Center, West Gojjam Zone, Northwest Ethiopia: A Retrospective Study.Journal of parasitology research · 2020Article
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6 authors.
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Abstract
The role of socio-environmental factors in shaping malaria dynamics is complex and inconsistent. Effects of socio-environmental factors on malaria in Pakistan at district level were examined. Annual malaria cases data were obtained from Directorate of Malaria Control Program, Pakistan. Meteorological data were supplied by Pakistan Meteorological Department. A major limitation was the use of yearly, rather than monthly/weekly malaria data in this study. Population data, socio-economic data and education score data were downloaded from internet. Bayesian conditional autoregressive model was used to find the statistical association of socio-environmental factors with malaria in Pakistan. From 136/146 districts in Pakistan, >750,000 confirmed malaria cases were included, over a three years' period (2013-2015). Socioeconomic status ((posterior mean value -3.965, (2.5% quintile, -6.297%), (97.5% quintile, -1.754%)) and human population density (-7.41 × 10
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