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October 20, 2025Media Kesehatan Masyarakat Indonesia0 citationsOpen Access

Clustering Community Risk Behaviors for Non-Communicable Diseases in Indonesia

Clustering Community Risk Behaviors for Non-Communicable Diseases in Indonesia: Based on Indonesian Health Survey Data

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Authors

HSHanif Pandu SuhitoState University of SemarangMAMahalul AzamState University of SemarangDNDina Nur Anggraini NingrumState University of Semarang

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Overview

Cross-sectional analysis identifies behavioral risk factors for NCDs in Indonesia, highlighting regional differences.

Key Points

  • Hypertension and stroke showed higher prevalence rates than diabetes and heart disease, indicating serious health risks.
  • Positive correlations were found between daily smoking and hypertension, stroke, and diabetes with r values reaching 0.48.
  • K-Means clustering categorized provinces into low, medium, and high-risk groups based on health behaviors and NCD prevalence.
  • Public health initiatives should emphasize smoking cessation, healthy diets, and physical activity to combat NCDs.
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Cite This Study

Suhito et al. (2025) studied this question.

synapsesocial.com/papers/68f5fcd68d54a28a75cf2078https://doi.org/10.30597/mkmi.v21i3.45641
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