Spatial Autocorrelation Analysis of East Java Stunting Prevalence Cases in 2023

Stunting is one of the chronic nutritional problems occur in East Java. In 2022, the percentage of stunting in East Java reached 19.2% and decreased to 17.7% in 2023. The less significant decrease occurred due to various factors, including malnutrition, poor sanitation, and environmental influences. This study will analyze the spatial influence on the prevalence of stunting in East Java, especially in 2023. The methods used include the Morans Index and the Local Indicator of Spatial Association (LISA). Spatial correlation analysis will help in determining the pattern of regional grouping based on stunting cases. This model works by testing whether the values of a variable at a location are related to the values of the same variable at neighboring locations, with the nature of the relationship being positive (clustering) or negative (dispersion). Using stunting prevalence data in 2023, the Moran Index = 0.3233 was obtained with a Zvalue = -1.0776. This value indicates that there is positive spatial autocorrelation, but is not significant enough. Then, through the Moran Scatterplot analysis, there are indications of regional grouping in four spatial quadrants. The results of the LISA analysis show that there are five cities/regencies included in the High-High cluster (Jember, Probolinggo City, Lumajang, Malang, and Probolinggo), one area in the Low-High cluster (Situbondo), and one area in the Low-Low cluster (Gresik). These findings indicate the existence of a spatial concentration of stunting problems that can be used as a basis for developing appropriate handling strategies by the provincial government based on regions.

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Publication Details

Journal
Journal of Advances in Information and Industrial Technology
Published
2025-05-31
DOI
https://doi.org/10.52435/jaiit.v7i1.689
Primary Topic
Public Health and Nutrition
Type
article
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article

Spatial Autocorrelation Analysis of East Java Stunting Prevalence Cases in 2023

Trimono Trimono, Amri Muhaimin, Puti Cresti Ekacitta, Ardia Eva Ardiani
Journal of Advances in Information and Industrial Technology
Public Health and Nutrition
article

Spatial Autocorrelation Analysis of East Java Stunting Prevalence Cases in 2023

Trimono Trimono, Amri Muhaimin, Puti Cresti Ekacitta, Ardia Eva Ardiani
article en

Abstract

Stunting is one of the chronic nutritional problems occur in East Java. In 2022, the percentage of stunting in East Java reached 19.2% and decreased to 17.7% in 2023. The less significant decrease occurred due to various factors, including malnutrition, poor sanitation, and environmental influences. This study will analyze the spatial influence on the prevalence of stunting in East Java, especially in 2023. The methods used include the Morans Index and the Local Indicator of Spatial Association (LISA). Spatial correlation analysis will help in determining the pattern of regional grouping based on stunting cases. This model works by testing whether the values of a variable at a location are related to the values of the same variable at neighboring locations, with the nature of the relationship being positive (clustering) or negative (dispersion). Using stunting prevalence data in 2023, the Moran Index = 0.3233 was obtained with a Zvalue = -1.0776. This value indicates that there is positive spatial autocorrelation, but is not significant enough. Then, through the Moran Scatterplot analysis, there are indications of regional grouping in four spatial quadrants. The results of the LISA analysis show that there are five cities/regencies included in the High-High cluster (Jember, Probolinggo City, Lumajang, Malang, and Probolinggo), one area in the Low-High cluster (Situbondo), and one area in the Low-Low cluster (Gresik). These findings indicate the existence of a spatial concentration of stunting problems that can be used as a basis for developing appropriate handling strategies by the provincial government based on regions.

Journal of Advances in Information and Industrial TechnologyVol. 7(1)
University of Pembangunan Nasional Veteran Jawa Timur (ID), Coventry University (GB)
Openalex Percentile: Top 81%
Public Health and Nutrition
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Spatial Autocorrelation Analysis of East Java Stunting Prevalence Cases in 2023 — Trimono Trimono, Amri Muhaimin, et al. · Journal of Advances in Information and Industrial Technology (2025) | TGRS Research Map | TGRS