Spatial Analysis of Pneumonia Distribution in Children Under Five in West Java: Relationships with Individual and Environmental Determinants

Pneumonia is a major cause of mortality among children under five, especially in developing countries like Indonesia. In 2023, West Java recorded over 18,000 cases, making it one of the provinces with the highest burden. This study analyzes the spatial distribution of pneumonia in children under five across 27 districts/cities in West Java and examines its association with individual and environmental determinants. Data were obtained from the 2023 Indonesia Health Survey (Survei Kesehatan Indonesia or SKI), Statistics Indonesia (Badan Pusat Statistik or BPS), and the West Java Health Office. Descriptive analysis (mean, median, standard deviation) was conducted using SPSS, and geospatial mapping was performed using QGIS. The results revealed notable spatial clusters of pneumonia incidence among children under five in several districts. High-High clusters, indicating areas with high pneumonia rates surrounded by similarly high-risk districts, were prominently observed in regions with elevated prevalence of household tobacco smoking and use of wood fuel for cooking, such as Bogor, Sukabumi, Cianjur, and Garut. Conversely, Low-Low clusters, representing low pneumonia incidence surrounded by similarly low-risk districts, were identified in areas with better population density management and lower tobacco exposure, such as Majalengka, Cirebon, and Kuningan. Significant gaps in basic immunization coverage and exclusive breastfeeding practices were also spatially evident. Districts like Karawang and Purwakarta demonstrated Low-Low clusters for basic immunization, highlighting regional disparities potentially due to limited healthcare accessibility. Likewise, Majalengka and Indramayu showed Low-Low clusters for exclusive breastfeeding practices, signaling inadequate maternal and community support. This spatial epidemiological analysis highlights critical hotspots and underscores the importance of geographically targeted health policies, including intensified immunization campaigns, promotion of exclusive breastfeeding, and tobacco control initiatives, to effectively reduce pneumonia risks among vulnerable children in West Java.

Authors

Institutions

Publication Details

Journal
Jurnal Ilmu Kesehatan Masyarakat
Published
2025-04-11
DOI
https://doi.org/10.26553/jikm.2025.16.1.118-134
Citations
1
Primary Topic
Healthcare Quality and Satisfaction
Type
article
Field-Weighted Citation Impact
2.82

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Spatial Analysis of Pneumonia Distribution in Children Under Five in West Java: Relationships with Individual and Environmental Determinants

Sutanto Priyo Hastono, Puput Leni Yuliani Suchery
1 citations
Jurnal Ilmu Kesehatan Masyarakat
Healthcare Quality and Satisfaction
2.82
article

Spatial Analysis of Pneumonia Distribution in Children Under Five in West Java: Relationships with Individual and Environmental Determinants

Sutanto Priyo Hastono, Puput Leni Yuliani Suchery
article en
1 citations

Abstract

Pneumonia is a major cause of mortality among children under five, especially in developing countries like Indonesia. In 2023, West Java recorded over 18,000 cases, making it one of the provinces with the highest burden. This study analyzes the spatial distribution of pneumonia in children under five across 27 districts/cities in West Java and examines its association with individual and environmental determinants. Data were obtained from the 2023 Indonesia Health Survey (Survei Kesehatan Indonesia or SKI), Statistics Indonesia (Badan Pusat Statistik or BPS), and the West Java Health Office. Descriptive analysis (mean, median, standard deviation) was conducted using SPSS, and geospatial mapping was performed using QGIS. The results revealed notable spatial clusters of pneumonia incidence among children under five in several districts. High-High clusters, indicating areas with high pneumonia rates surrounded by similarly high-risk districts, were prominently observed in regions with elevated prevalence of household tobacco smoking and use of wood fuel for cooking, such as Bogor, Sukabumi, Cianjur, and Garut. Conversely, Low-Low clusters, representing low pneumonia incidence surrounded by similarly low-risk districts, were identified in areas with better population density management and lower tobacco exposure, such as Majalengka, Cirebon, and Kuningan. Significant gaps in basic immunization coverage and exclusive breastfeeding practices were also spatially evident. Districts like Karawang and Purwakarta demonstrated Low-Low clusters for basic immunization, highlighting regional disparities potentially due to limited healthcare accessibility. Likewise, Majalengka and Indramayu showed Low-Low clusters for exclusive breastfeeding practices, signaling inadequate maternal and community support. This spatial epidemiological analysis highlights critical hotspots and underscores the importance of geographically targeted health policies, including intensified immunization campaigns, promotion of exclusive breastfeeding, and tobacco control initiatives, to effectively reduce pneumonia risks among vulnerable children in West Java.

Jurnal Ilmu Kesehatan MasyarakatVol. 16(1)
Universitas Sari Mutiara Indonesia (ID)
Universitas Indonesia
Openalex Percentile: Top 12%
Healthcare Quality and Satisfaction
2.82
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.