Travel Frequency, Duration, and Heavy Smoking as Independent Predictors of Hypertension Among Travelers: A Cross-Sectional Study in Indonesian Port Transit Areas

Authors

  • Sitti Rafiah Musa Postgraduate Program, Public Health Sciences Study Program, Sam Ratulangi University, Indonesia
  • Grace Debbie Kandou Faculty of Public Health, Sam Ratulangi University
  • Windy V. Wariki Faculty of Medicine, Sam Ratulangi University
  • Novie H. Rampengan Faculty of Medicine, Sam Ratulangi University
  • Fima L.F.G Langi Faculty of Public Health, Sam Ratulangi University

DOI:

https://doi.org/10.59890/ijsas.v4i7.12

Keywords:

Travel Frequency, Duration, Smoking, Hypertension, Travelers

Abstract

Hypertension is a major cardiovascular risk factor, yet its determinants in highly mobile maritime populations are underexplored. This study aimed to identify independent predictors of hypertension among travelers at the Port of Ampana, Indonesia. A cross-sectional study was conducted (January–March 2026) involving 287 travelers. Blood pressure was measured digitally, and structured interviews captured demographic, lifestyle, and travel-related data. Hypertension prevalence was 40.1%. Independent predictors included heavy smoking (OR=2.374), travel duration (OR=2.134), travel frequency (OR=2.097), family history (OR=2.095), and age (OR=1.073). Rest patterns were not significant (p=0.277). Modifiable travel-related factors and smoking are key predictors, highlighting an urgent need for port-based screening, smoking cessation, and targeted health promotion in this vulnerable population.

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Published

2026-07-29

How to Cite

Musa, S. R., Kandou, G. D., Wariki, W. V., Rampengan, N. H., & Langi, F. L. (2026). Travel Frequency, Duration, and Heavy Smoking as Independent Predictors of Hypertension Among Travelers: A Cross-Sectional Study in Indonesian Port Transit Areas. International Journal of Sustainable Applied Sciences, 4(7), 629–648. https://doi.org/10.59890/ijsas.v4i7.12

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Articles