Tuberculosis incidence among children under five years of age in Mozambique: Spatial distribution and predictors in a nationwide Bayesian disease mapping study

• Mozambique carries a substantial burden of tuberculosis (TB). • TB incidence among children under five years old shows marked geographic variation. • Higher incidence rates are concentrated in the southern and central regions. • Thirty-nine out of 154 districts were identified as high-risk (hotspot) areas. • Social determinants of health significantly predict childhood TB incidence. Tuberculosis (TB) remains a leading cause of infectious disease-related morbidity and mortality worldwide, disproportionately affecting children in high-burden settings. Mozambique is among the 30 countries with the highest TB burden. However, the spatial distribution and predictors of pediatric TB at the subnational level remain poorly characterized. This study aimed to analyze the geographic distribution and determinants of TB incidence among children under five in Mozambique and to identify high-risk districts. We conducted an ecological study using data from all 154 districts in Mozambique. The study included all newly diagnosed cases of TB in children under five years old between 2016 and 2020. Data were obtained from the Mozambique Ministry of Health (MISAU) and other public datasets. To account for spatial dependence and improve estimates in districts with low case counts, we applied hierarchical Bayesian Poisson regression models. From 2016 to 2020, a total of 29,002 TB cases were reported among children under five. TB incidence varied geographically across the country, with higher rates concentrated in the southern and central regions. Thirty-nine districts (25.3%) were identified as hotspots. A 10% increase in the illiteracy rate was associated with a 37% rise in TB incidence (RR: 1.37; 95% CrI: 1.15 1.60). Higher healthcare facility density was also linked to increased incidence (RR: 1.16; 95% CrI: 1.00 1.34). In contrast, districts with average annual temperatures above the national median had 20% lower TB incidence (RR: 0.80; 95% CrI: 0.65 0.96). Similarly, higher level of bank account ownership was associated with a 26% reduction in incidence (RR: 0.74; 95% CrI: 0.57 0.96). Childhood TB incidence in Mozambique is spatially heterogeneous and strongly influenced by social determinants of health. Identifying high-burden districts can guide geographically targeted interventions, including improved health literacy, equitable resources allocation, and the strengthening of social support programs to reduce TB risk. To effectively mitigate the burden of childhood TB, efforts in hotspot districts should prioritize enhanced surveillance, expanded healthcare access, and the integration of context-specific social and educational strategies that address the underlying drivers of vulnerability.

Authors

Institutions

Publication Details

Journal
Scientific African
Published
2025-05-15
DOI
https://doi.org/10.1016/j.sciaf.2025.e02757
Primary Topic
Tuberculosis Research and Epidemiology
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Tuberculosis incidence among children under five years of age in Mozambique: Spatial distribution and predictors in a nationwide Bayesian disease mapping study

Joana Reis‐Pardal, Luís Filipe Azevedo, Marla Amaro, Pereira Zindoga et al.
Scientific African
Tuberculosis Research and Epidemiology
article

Tuberculosis incidence among children under five years of age in Mozambique: Spatial distribution and predictors in a nationwide Bayesian disease mapping study

Joana Reis‐Pardal, Luís Filipe Azevedo, Marla Amaro, Pereira Zindoga, Ivan Manhiça, Aleny Couto, Claúdia Mutaquiha, Benedita José, Nelson Cuboia, Luís Nitrogénio, Isabel Pfumo Cuboia
article en

Abstract

• Mozambique carries a substantial burden of tuberculosis (TB). • TB incidence among children under five years old shows marked geographic variation. • Higher incidence rates are concentrated in the southern and central regions. • Thirty-nine out of 154 districts were identified as high-risk (hotspot) areas. • Social determinants of health significantly predict childhood TB incidence. Tuberculosis (TB) remains a leading cause of infectious disease-related morbidity and mortality worldwide, disproportionately affecting children in high-burden settings. Mozambique is among the 30 countries with the highest TB burden. However, the spatial distribution and predictors of pediatric TB at the subnational level remain poorly characterized. This study aimed to analyze the geographic distribution and determinants of TB incidence among children under five in Mozambique and to identify high-risk districts. We conducted an ecological study using data from all 154 districts in Mozambique. The study included all newly diagnosed cases of TB in children under five years old between 2016 and 2020. Data were obtained from the Mozambique Ministry of Health (MISAU) and other public datasets. To account for spatial dependence and improve estimates in districts with low case counts, we applied hierarchical Bayesian Poisson regression models. From 2016 to 2020, a total of 29,002 TB cases were reported among children under five. TB incidence varied geographically across the country, with higher rates concentrated in the southern and central regions. Thirty-nine districts (25.3%) were identified as hotspots. A 10% increase in the illiteracy rate was associated with a 37% rise in TB incidence (RR: 1.37; 95% CrI: 1.15 1.60). Higher healthcare facility density was also linked to increased incidence (RR: 1.16; 95% CrI: 1.00 1.34). In contrast, districts with average annual temperatures above the national median had 20% lower TB incidence (RR: 0.80; 95% CrI: 0.65 0.96). Similarly, higher level of bank account ownership was associated with a 26% reduction in incidence (RR: 0.74; 95% CrI: 0.57 0.96). Childhood TB incidence in Mozambique is spatially heterogeneous and strongly influenced by social determinants of health. Identifying high-burden districts can guide geographically targeted interventions, including improved health literacy, equitable resources allocation, and the strengthening of social support programs to reduce TB risk. To effectively mitigate the burden of childhood TB, efforts in hotspot districts should prioritize enhanced surveillance, expanded healthcare access, and the integration of context-specific social and educational strategies that address the underlying drivers of vulnerability.

Scientific AfricanVol. 28
Universidade do Porto (PT), Rural Resources (US), National Directorate of Geology (MZ), Centre for Health Technology and Services Research (PT), Ministry of Health (MZ)
Openalex Percentile: Top 86%
Tuberculosis Research and Epidemiology
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.