The association between ambient fine particulate matter (PM2.5) concentrations and air pollution-related respiratory disease at the pollution control zone of Rayong Province, Thailand

Main Article Content

Somboon CHAIPRAKARN
https://orcid.org/0000-0001-5357-5201
Paphaon KHEAWSEEMA
https://orcid.org/0009-0000-5392-1151
Chanakarn SAKULTHAEW
https://orcid.org/0009-0009-8727-0452
Panudet SAENGSEEDAM
https://orcid.org/0009-0007-6242-107X


Keywords : PM2.5, Respiratory Disease, Air Pollution, Pollution Control Zone, Time-lag analysis
Abstract

This study investigated the association between ambient PM2.5 concentrations and respiratory diseases at the pollution control zone of Rayong Province in Thailand during 2020–2023. Daily PM2.5 data were obtained from air quality monitoring stations, and hospital records of pneumonia, bronchitis, asthma, and chronic obstructive pulmonary disease (COPD) were analyzed. Spearman rank correlation and time-lag analyses (lags 0–7 days) were performed using IBM SPSS Statistics version 26.0. Significant positive correlations were observed between PM2.5 concentrations and bronchitis (r = 0.276, p < 0.05) and asthma (r = 0.283, p < 0.05), with lag effects detected up to three days following exposure. Weaker or non-significant associations were found for COPD. These findings suggest that short-term exposure to elevated PM2.5 levels may increase the risk of acute respiratory conditions. Continuous air quality monitoring and early warning systems are therefore essential to mitigate health impacts in industrial regions.

Article Details

How to Cite
CHAIPRAKARN, S., KHEAWSEEMA, P., SAKULTHAEW, C., & SAENGSEEDAM, P. (2026). The association between ambient fine particulate matter (PM2.5) concentrations and air pollution-related respiratory disease at the pollution control zone of Rayong Province, Thailand. Scientific Review Engineering and Environmental Sciences (SREES), 35(2), 117–138. https://doi.org/10.22630/srees.10910
References

Amnuaylojaroen, T., Parasin, N., & Limsakul, A. (2022). Health risk assessment of exposure near-future PM2.5 in Northern Thailand. Air Quality, Atmosphere & Health, 15(11), 1963–1979. https://doi.org/10.1007/s11869-022-01231-x (Crossref)

Atkinson, R. W., Kang, S., Anderson, H. R., Mills, I. C., & Walton, H. A. (2014). Epidemiological time-series studies of PM2.5 and daily mortality and hospital admissions: A systematic review and meta-analysis. Thorax, 69(7), 660–665. https://doi.org/10.1136/thoraxjnl-2013-204492 (Crossref)

Anggraeni, R. A. Y., & Lestari, K. S. (2023). The impact of PM2.5 air pollutant exposure on human respiratory health: A literature review. World Journal of Advanced Research and Reviews, 19(2), 1057–1064. https://doi.org/10.30574/wjarr.2023.19.2.1680 (Crossref)

Bootdee, S., Tipayangkul, S., Timyoo, S., & Kawichai, S. (2023). Health risk assessment of PM2.5 exposure in the initiative of the Eastern Economic Corridor Area Project during dry season in 2022: Case study of Rayong City. The Journal of Industrial Technology, 19(1), 36–37. http://ojs.kmutnb.ac.th/index.php/joindtech/article/view/6306

Burnett, R., Chen, H., Szyszkowicz, M., Fann, N., Hubbell, B., Pope III, C. A., Apte, J. S., Brauer, M., Cohen, A., Weichenthal, S., Coggins, J., Di, Q., Brunekreef, B., Frostad, J., Lim, S. S., Kan, H., Walker, K. D., Thurston, G. D., Hayes, R. B., & … Spadaro, J. V. (2018). Global estimates of mortality associated with long-term exposure to outdoor fine particulate matter. Proceedings of the National Academy of Sciences, 115(38), 9592–9597. https://doi.org/10.1073/pnas.1803222115 (Crossref)

Chatphuti, C., & Jayathavaj, V. (2025). The association between PM2.5 and the disease under surveillance from air pollution in Mueang Chiang Mai District, Chiang Mai Province. Journal of Science and Technology to Community, 3(3), 31–43. https://doi.org/10.57260/stc.2025.1081 (Crossref)

Chantaraprachoom, N., Shimadera, H., Uranishi, K., Mui, L. V., Matsuo, T., & Kondo, A. (2024). A nation-by-nation assessment of the contribution of southeast Asian open biomass burning to PM2.5 in Thailand using the community multiscale air quality-integrated source apportionment method model. Atmosphere, 15(11), 1358. https://doi.org/10.3390/atmos15111358 (Crossref)

Cheanklin, N., Parniangtong, S., Manimnakorn, S., & Charoensuntisuk, N. (2017). Health Impacts in Pollution Control Area: Rayong Province. Journal of Health Science of Thailand, 21(6), 1105–1118. https://thaidj.org/index.php/JHS/article/view/1196

Choocheep, P., Jayathavaj, V., & Swangsoonthonwes, P. (2024). Association between the Number of Cases of Air Pollution-Related Diseases and Air Quality in Mueang Nakhon Ratchasima District. Journal of Health Promotion and Environmental Health, Health Center, 18(2), 473–484. https://he02.tci-thaijo.org/index.php/RHPC9Journal/article/view/266406

Choo, E. L. W., Janhavi, A., Koo, J. R., Yim, S. H., Dickens, B. L., & Lim, J. T. (2023). Association between ambient air pollutants and upper respiratory tract infection and pneumonia disease burden in Thailand from 2000 to 2022: a high frequency ecological analysis. BMC Infectious Diseases, 23(1), 1–13. https://doi.org/10.1186/s12879-023-08185-0 (Crossref)

Chumnicherngka, N., Jayathavaj, V., & Prommala, W. (2024). Forecasting the number of patients with air pollution-related diseases Health Region 9, Nakhon Ratchasima province. Nakhon Ratchasima Rajabhat University Journal of Research in Science and Technology, 9(1), 20–26. https://ph02.tci-thaijo.org/index.php/sciencenrrujournal/article/view/250921

Gasparrini, A. (2022). A tutorial on the case time series design for small-area analysis. BMC Medical Research Methodology, 22(1), 129, 1–8. https://doi.org/10.1186/s12874-022-01612-x (Crossref)

Han, C. H., Pak, H., Lee, J. M., & Chung, J. H. (2022). Short-term effects of exposure to particulate matter on hospital admissions for asthma and chronic obstructive pulmonary disease. Medicine, 101(35), e30165. https://doi.org/10.1097/MD.0000000000030165 (Crossref)

Health Effects Institute, & Institute for Health Metrics and Evaluation [HEI, & IHME]. (2024). State of Global Air 2024 report. https://www.stateofglobalair.org/resources/archived/state-global-air-report-2024

Kanchanasuta, S., Sooktawee, S., Patpai, A., & Vatanasomboon, P. (2020). Temporal variations and potential source areas of fine particulate matter in Bangkok, Thailand. Air, Soil and Water Research, 13, 1178622120978203. https://doi.org/10.1177/1178622120978203 (Crossref)

Kim, S. Y., Peel, J. L., Hannigan, M. P., Dutton, S. J., Sheppard, L., Clark, M. L., & Vedal, S. (2012). The temporal lag structure of short-term associations of fine particulate matter chemical constituents and cardiovascular and respiratory hospitalizations. Environmental Health Perspectives, 120(8), 1094–1099. https://doi.org/10.1289/ehp.1104721 (Crossref)

Kyung, S. Y., & Jeong, S. H. (2020). Particulate-matter related respiratory diseases. Tuberculosis and Respiratory Diseases, 83(2), 116–121. https://doi.org/10.4046/trd.2019.0025 (Crossref)

Li, J., Liang, L., Lyu, B., Cai, Y. S., Zuo, Y., Su, J., & Tong, Z. (2023). Double trouble: Interaction of PM2.5 and O3 on respiratory hospital admissions. Environmental Pollution, 338, 1–8. https://doi.org/10.1016/j.envpol.2023.122665 (Crossref)

Mueller, W., Vardoulakis, S., Steinle, S., Loh, M., Johnston, H. J., Precha, N., Kliengchuay, W., Sahanavin, N., Nakhapakorn, K., Sillaparassamee, R., Tantrakarnapa, K., & Cherrie, J. W. (2021). A health impact assessment of long-term exposure to particulate air pollution in Thailand. Environmental Research Letters, 16(5), 055018. https://doi.org/10.1088/1748-9326/abe3ba (Crossref)

Muenmee, S. & Bootdee, S. (2021). Health risk assessment of exposure PM2.5 from industrial area in Pluak Daeng district, Rayong province. Health Science, Science and Technology Reviews, 14(3), 95–110. https://li01.tci-thaijo.org/index.php/journalup/article/view/248513

Parasin, N., & Amnuaylojaroen, T. (2024). Effect of PM2.5 on burden of mortality from non-communicable diseases in northern Thailand. PeerJ, 12, e18055. https://doi.org/10.7717/peerj.18055 (Crossref)

Phosri, A., Ueda, K., Phung, V. L. H., Tawatsupa, B., Honda, A., & Takano, H. (2019). Effects of ambient air pollution on daily hospital admissions for respiratory and cardiovascular diseases in Bangkok, Thailand. The Science of the Total Environment, 651(Pt 1), 1144–1153. https://doi.org/10.1016/j.scitotenv.2018.09.183 (Crossref)

Pothirat, C., Tosukhowong, A., Chaiwong, W., Liwsrisakun, C., & Inchai, J. (2016). Effects of seasonal smog on asthma and COPD exacerbations requiring emergency visits in Chiang Mai, Thailand. Asian Pacific Journal of Allergy and Immunology, 34(4), 284–289. https://doi.org/10.12932/AP0668 (Crossref)

Quijal-Zamorano, M., Martinez-Beneito, M. A., Ballester, J., & Marí-Dell’Olmo, M. (2024). Spatial Bayesian distributed lag non-linear models (SB-DLNM) for small-area exposure-lag-response epidemiological modelling. International Journal of Epidemiology, 53(3), dyae061. https://doi.org/10.1093/ije/dyae061 (Crossref)

Suwanprapha, M., Srisaard, T., Pongtong, P., Sukcharoen, J., Mueankan, S., Udomwiset, N., & Numpa, S. (2024). Quantity of fine particulate matter (PM2.5) and assessment of respiratory health risks among individuals at a university in inner Bangkok. Disease Control Journal, 50(4), 703–715. https://doi.org/10.14456/dcj.2024.57

Tanasirirak, N., Chamnichongkha, N., Jayathavaj, V., & Sunan, R. (2024). Forecasting the number of patients with the disease due to the effects of air pollution and its relationship with air pollution levels, Chiang Rai province. Chiang Rai Medical Journal (CRMJ), 16(3), 35–46. https://he01.tci-thaijo.org/index.php/crmjournal/article/view/271153

Teeranoraseth, T., Chaiyasate, S., & Roongrotwattanasiri, K. (2024). Acute effect of particulate matter 2.5 (PM2.5) on acute upper respiratory tract infection in Chiang Mai, Thailand. Journal of the Medical Association of Thailand, 107(2), 114–119. https://doi.org/10.35755/jmedassocthai.2024.2.13948 (Crossref)

Vichit-Vadakan, N., Vajanapoom, N., & Ostro, B. (2008). The Public Health and Air Pollution in Asia (PAPA) Project: Estimating the mortality effects of particulate matter in Bangkok, Thailand. Environmental Health Perspectives, 116(9), 1179–1182. https://doi.org/10.1289/ehp.10849 (Crossref)

Wang, Y., Chen, J., Zhou, Q., Kang, S., Jiang, Y., Xiang, J., Wu, J., Li, J., Chen, Z., & Wu, C. (2025). Time series analysis of low-concentration air pollution and hospital respiratory disease outpatient visits. Frontiers in Public Health, 13, 1–14. https://doi.org/10.3389/fpubh.2025.1585086 (Crossref)

World Health Organization [WHO]. (2021). WHO global air quality guidelines: Particulate matter (PM2.5 and PM10), ozone, nitrogen dioxide, sulfur dioxide and carbon monoxide. https://www.who.int/publications/i/item/9789240034228

Yan, W. (2023). Effect of PM2.5 air pollution on the incidence of respiratory diseases: A Python-based data analysis. Theoretical and Natural Science, 8(1), 70–75. https://doi.org/10.54254/2753-8818/8/20240361 (Crossref)

Zhu, R. X., Nie, X. H., Liu, X. F., Zhang, Y. X., Chen, J., Liu, X. J., & Hui, X. J. (2023). Short-term effect of particulate matter on lung function and impulse oscillometry system (IOS) parameters of chronic obstructive pulmonary disease (COPD) in Beijing, China. BMC Public Health, 23(1), 1417. https://doi.org/10.1186/s12889-023-16308-0 (Crossref)

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