Spatial and spatio-temporal methods for mapping malaria risk: a systematic review

JN Odhiambo, C Kalinda, PM Macharia, RW Snow… - BMJ global …, 2020 - gh.bmj.com
Background Approaches in malaria risk mapping continue to advance in scope with the
advent of geostatistical techniques spanning both the spatial and temporal domains. A …

Model building and assessment of the impact of covariates for disease prevalence mapping in low-resource settings: to explain and to predict

E Giorgi, C Fronterrè, PM Macharia… - Journal of The …, 2021 - royalsocietypublishing.org
This paper provides statistical guidance on the development and application of model-
based geostatistical methods for disease prevalence mapping. We illustrate the different …

Plasmodium falciparum parasite prevalence in East Africa: Updating data for malaria stratification

VA Alegana, PM Macharia, S Muchiri… - PLOS global public …, 2021 - journals.plos.org
The High Burden High Impact (HBHI) strategy for malaria encourages countries to use
multiple sources of available data to define the sub-national vulnerabilities to malaria risk …

Malaria vaccine coverage estimation using age-eligible populations and service user denominators in Kenya

AK Moturi, R Jalang'o, A Cherono, SK Muchiri… - Malaria Journal, 2023 - Springer
Abstract Background The World Health Organization approved the RTS, S/AS01 malaria
vaccine for wider rollout, and Kenya participated in a phased pilot implementation from 2019 …

Determinants of subnational disparities in antenatal care utilisation: a spatial analysis of demographic and health survey data in Kenya

KG Wairoto, NK Joseph, PM Macharia… - BMC health services …, 2020 - Springer
Background The spatial variation in antenatal care (ANC) utilisation is likely associated with
disparities observed in maternal and neonatal deaths. Most maternal deaths are …

Simulating the council-specific impact of anti-malaria interventions: a tool to support malaria strategic planning in Tanzania

M Runge, RW Snow, F Molteni, S Thawer, A Mohamed… - PloS one, 2020 - journals.plos.org
Introduction The decision-making process for malaria control and elimination strategies has
become more challenging. Interventions need to be targeted at council level to allow for …

Malaria hospitalisation in East Africa: age, phenotype and transmission intensity

A Kamau, RS Paton, S Akech, A Mpimbaza… - BMC medicine, 2022 - Springer
Background Understanding the age patterns of disease is necessary to target interventions
to maximise cost-effective impact. New malaria chemoprevention and vaccine initiatives …

Spatial connectivity in mosquito-borne disease models: a systematic review of methods and assumptions

SA Lee, CI Jarvis, WJ Edmunds… - Journal of The …, 2021 - royalsocietypublishing.org
Spatial connectivity plays an important role in mosquito-borne disease transmission.
Connectivity can arise for many reasons, including shared environments, vector ecology and …

Investigating the spatial variation and risk factors of childhood anaemia in four sub-Saharan African countries

DJ Roberts, G Matthews, RW Snow, T Zewotir… - BMC public health, 2020 - Springer
Background The causes of childhood anaemia are multifactorial, interrelated and complex.
Such causes vary from country to country, and within a country. Thus, strategies for anaemia …

Spatial heterogeneity of low-birthweight deliveries on the Kenyan coast

MM Musau, S Mwakio, D Amadi, A Nyaguara… - BMC Pregnancy and …, 2023 - Springer
Background Understanding spatial variations in health outcomes is a fundamental
component in the design of effective, efficient public health strategies. Here we analyse the …