Long-term effects of ambient particulate matter on hypertension among royal Thai army officers: a retrospective cohort study

Journal Title: Journal of Public Health and Development - Year 2024, Vol 22, Issue 1

Abstract

Recent research on the link between exposure to ambient particulate matter with an aerodynamic diameter up to 2.5 microns (PM2.5) and hypertension risk has primarily concentrated on spatial variation (or between-individual comparisons). Research into temporal variations (or within-individual comparisons over time) has largely been neglected. This study sought to examine the spatial–temporal effects of long-term exposure to PM2.5 on hypertension risk among military personnel in Thailand. A retrospective cohort study was conducted, encompassing 40,984 Royal Thai Army officers from 400 army units stationed across 51 provinces in Thailand. Medical check-up data from 2018 to 2021 were analyzed alongside ambient PM2.5 data from 2015 to 2017, sourced from the Geo-Informatics and Space Technology Development Agency. Two parameters, PM2.5-baseline and PM2.5-change, were introduced to assess the impact of spatial and temporal PM2.5 variations on hypertension incidence. Cox proportional hazard regression was used, with hazard ratios (HR) with 95% confidence intervals (95% CI) serving as the measure of association. The association between PM2.5-baseline and hypertension incidence yielded hazard ratios in Quartiles 2 to 4 compared to Quartile 1 of: Q2 HR: 1.19, 95% CI: 1.10–1.28; Q3 HR: 1.10, 95% CI: 1.02–1.20; Q4 HR: 1.13, 95% CI: 1.05–1.22. Additionally, the PM2.5-change showed a J-shaped association with hypertension incidence. Our findings underscore the role of both temporal and spatial factors in hypertension development and highlight the necessity for comprehensive investigations into the causal relationship between PM2.5 exposure and hypertension risk. They also provide valuable insights for devising effective strategies to mitigate the adverse health impacts of PM2.5 pollution.

Authors and Affiliations

Sarun Poobunjirdkul, Apisorn Laorattapong, Thanapoom Rattananupong, Wiroj Jiamjarasrangsi.

Keywords

Related Articles

Factors affecting preventive behaviors for unplanned pregnancy in female high school students

This cross-sectional study aimed to study the factors affecting preventive behavior for unplanned pregnancy in female high school students. The participants were 498 high school students selected through multi-stage samp...

Prevalence and help-seeking behaviour for non-suicidal self-injury in college students

The prevalence of NSSI has become a widespread health problem in various countries. There is a scarcity of research pertaining to NSSI in Eastern countries, in comparison to studies undertaken in Western countries. This...

Applying the concept of Thai nutrient profiling as a model for the Thai school lunch planner

This study aimed to develop the Thai school lunch planning program using nutrient profiling (NP). The intention was to create a user-friendly tool that aids teachers in preparing nutritionally balanced school lunch menus...

A statistical assessment of awareness on antimicrobial resistance and antibiotics use attitude among the university students in Karachi, Pakistan

The survival instincts of microbials in response to antibiotics have revolutionized the prescribing practices. Antimicrobials must be used with great care and general public needs awareness of this burning is...

Cost analysis of inpatient hypertension patients at Panembahan Senopati Hospital, Bantul, Yogyakarta, Indonesia: comparison between INA-CBGs rates and hospitalized actual rate

Hypertension as a cardiovascular disease ranks first as a disease with the highest expenditure on health insurance costs. In the financing system implemented by the Indonesian Social Security Program, hospitals as health...

Download PDF file
  • EP ID EP726266
  • DOI 10.55131/jphd/2024/220106
  • Views 16
  • Downloads 0

How To Cite

Sarun Poobunjirdkul, Apisorn Laorattapong, Thanapoom Rattananupong, Wiroj Jiamjarasrangsi. (2024). Long-term effects of ambient particulate matter on hypertension among royal Thai army officers: a retrospective cohort study. Journal of Public Health and Development, 22(1), -. https://europub.co.uk/articles/-A-726266