Path Analysis of The Relationship between Diarrhea, Climate and Environmental Variables in Province of West Nusa Tenggara-Indonesia

Diarrhea is a major cause of morbidity and mortality, particularly in West Nusa Tenggara Province, Indonesia, due to certain factors. Therefore, this study aims to examine the influence of climate, economic status, demographic, water, sanitation, and hygiene factors on diarrhea. The study procedures were carried out using an ecological design that focused on the characteristics of the sample population. The unit of analysis was districts/cities, where data on diarrhea cases from 2017–2020 were used, along with other variables in the same period. The dependent variable was the number of diarrhea cases per month, while the independent variables included average temperature, economic status, population density, access to water, sanitation, and hygiene. A total of 480 records were analyzed descriptively using path analysis to determine the relationships between the variables. The results showed that average temperature had a significant direct relationship with diarrhea (b = 0.127, 95% CI = 0.027 – 0.227, p = 0.013;) and indirectly through unsafe drinking water-limited sanitation (b = 0.088, 95% CI = 0.001 – 0.175, p = 0.047). Economic status and population density were also reported to have a significant indirect effect, while unsafe drinking water-limited sanitation and limited hygiene had a direct influence (b = 0.166, 95% CI = 0.07 – 0.263, p = 0.001 and b = 0.124, 95% CI = 0.019 – 0.229, p = 0.021). In addition, the model also showed that water sanitation had a positive and significant correlation with hygiene. In summary, diarrhea was directly influenced by the average local temperature, access to water, sanitation, and hygiene. Indirectly, the average temperature played a significant role along with population density and economic status.

Authors

Institutions

Publication Details

Journal
Applied Environmental Research
Published
2024-10-28
DOI
https://doi.org/10.35762/aer.2024046
Primary Topic
Public Health and Nutrition
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Path Analysis of The Relationship between Diarrhea, Climate and Environmental Variables in Province of West Nusa Tenggara-Indonesia

Khadijah Azhar, Bambang Wispriyono, Dwi Hapsari Tjandrarini, Ika Dharmayanti
Applied Environmental Research
Public Health and Nutrition
article

Path Analysis of The Relationship between Diarrhea, Climate and Environmental Variables in Province of West Nusa Tenggara-Indonesia

Khadijah Azhar, Bambang Wispriyono, Dwi Hapsari Tjandrarini, Ika Dharmayanti
article en

Abstract

Diarrhea is a major cause of morbidity and mortality, particularly in West Nusa Tenggara Province, Indonesia, due to certain factors. Therefore, this study aims to examine the influence of climate, economic status, demographic, water, sanitation, and hygiene factors on diarrhea. The study procedures were carried out using an ecological design that focused on the characteristics of the sample population. The unit of analysis was districts/cities, where data on diarrhea cases from 2017–2020 were used, along with other variables in the same period. The dependent variable was the number of diarrhea cases per month, while the independent variables included average temperature, economic status, population density, access to water, sanitation, and hygiene. A total of 480 records were analyzed descriptively using path analysis to determine the relationships between the variables. The results showed that average temperature had a significant direct relationship with diarrhea (b = 0.127, 95% CI = 0.027 – 0.227, p = 0.013;) and indirectly through unsafe drinking water-limited sanitation (b = 0.088, 95% CI = 0.001 – 0.175, p = 0.047). Economic status and population density were also reported to have a significant indirect effect, while unsafe drinking water-limited sanitation and limited hygiene had a direct influence (b = 0.166, 95% CI = 0.07 – 0.263, p = 0.001 and b = 0.124, 95% CI = 0.019 – 0.229, p = 0.021). In addition, the model also showed that water sanitation had a positive and significant correlation with hygiene. In summary, diarrhea was directly influenced by the average local temperature, access to water, sanitation, and hygiene. Indirectly, the average temperature played a significant role along with population density and economic status.

Applied Environmental Research
University of Indonesia (ID), National Research and Innovation Agency (ID)
Clean water and sanitation
Openalex Percentile: Top 68%
Public Health and Nutrition
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.