Vol. 11 No. 3 (2025): March
Open Access
Peer Reviewed

Association between PM2.5 and PM10 with Acute Respiratory Infection in North and East Jakarta

Authors

DOI:

10.29303/jppipa.v11i3.10531

Published:

2025-03-25

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Abstract

The 2023 data showed that the highest daily average PM10 was recorded in DKI2 Kelapa Gading at 69 µg/m3. Acute Respiratory Infection (ARI) prevalence was high in Koja, Cilincing, Tanjung Priok, and Kelapa Gading districts. This study analyzed the association of PM2.5 and PM10 to ARI incidence in Kelapa Gading, Koja, Tanjung Priok, Cilincing, Pulogadung, and Cakung. This analytical observational and spatial analysis study used particulate concentration data, sampled using Particle Counter HT-9600, meanwhile, ARI incidence data were taken from the sub-district health center. Particulate Matter sampled from all sub-districts, represented by one spot at 09.00-16.00 in each sub-district. Bivariate analysis used Spearman correlation and spatial autocorrelation. Kelapa Gading was the district that had the highest average particulate concentration. East Kelapa Gading and Pegangsaan Dua were the sub-districts with average particulate concentrations above the National Ambient Air Quality Standard. PM2.5 were associated with the incidence of ARI (p = 0.046), while PM10 were not associated with the incidence of ARI (p = 0.065). PM2.5 (Z = 2.640; p = 0.008; I = 0.215) and PM10 (Z = 2.684; p = 0.007; I = 0.219) had positive spatial autocorrelation and were cluster patterned, meaning that there were similar values in adjacent locations.

Keywords:

Acute respiratory infection PM10 PM2.5

References

Badan Pusat Statistik Kota Jakarta Utara, B. (2024). Kota Jakarta Utara Dalam Angka 2024. Badan Pusat Statistik Kota Jakarta Utara.

Bessagnet, B., Allemand, N., Putaud, J. P., Couvidat, F., André, J. M., Simpson, D., & Thunis, P. (2022). Emissions of Carbonaceous Particulate Matter and Ultrafine Particles from Vehicles—A Scientific Review in a Cross-Cutting Context of Air Pollution and Climate Change. Applied Sciences (Switzerland), 12(3263), 1–52. https://doi.org/10.3390/app12073623

Board, C. A. R. (2024). Inhalable Particulate Matter and Health (PM2.5 and PM10. Retrieved from https://shorturl.asia/Ic2at

Brooks, N., Biswas, D., Hossin, R., Yu, A., Saha, S., Saha, S., & Luby, S. P. (2023). Health consequences of small-scale industrial pollution: Evidence from the brick sector in Bangladesh. World Development, 170, 1–15. https://doi.org/10.1016/j.worlddev.2023.106318

Dagne, H., Andualem, Z., Dagnew, B., & Taddese, A. A. (2020). Acute respiratory infection and its associated factors among children under-five years attending pediatrics ward at University of Gondar Comprehensive Specialized Hospital, Northwest Ethiopia: Institution-based cross-sectional study. BMC Pediatrics, 20(20), 1–7. https://doi.org/10.1186/s12887-020-1997-2

Data, O. W. I. (2021). Data review: how many people die from air pollution? Retrieved from https://ourworldindata.org/data-review-air-pollution-deaths

Direktorat Pencegahan Pengendalian Penyakit Menular, D. (2022). Laporan Kinerja 2022. Jakarta: Kementerian Kesehatan Republik Indonesia.

Genowska, A., Strukcinskiene, B., Jamiołkowski, J., Abramowicz, P., & Konstantynowicz, J. (2023). Emission of Industrial Air Pollution and Mortality Due to Respiratory Diseases: A Birth Cohort Study in Poland. International Journal of Environmental Research and Public Health, 20(2), 1–13. https://doi.org/10.3390/ijerph20021309

Gurney, J. K., Dunn, A., Liu, M., Mako, M., Millar, E., Ruka, M., & Sarfati, D. (2022). The impact of COVID-19 on lung cancer detection, diagnosis and treatment for Māori in Aotearoa New Zealand. Journal of the New Zealand Medical Association, 135(1556), 23–43. Retrieved from https://shorturl.asia/wjVuW

Harrison, R. M. (2020). Airborne particulate matter. In Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences. Royal Society Publishing. https://doi.org/10.1098/rsta.2019.0319

Hutauruk, R. C. H., Rahmanto, E., & Pancawati, M. C. (2020). Variasi Musiman dan Harian PM2.5 di Jakarta Periode 2016-2019. Buletin GAW Bariri, 1(1), 20–28. Retrieved from http://gawpalu.id/bgb/index.php/bgb/article/download/7/3

Jaber, A. S., Hussein, A. K., Kadhim, N. A., & Bojassim, A. A. (2022). A Moran’s I autocorrelation and spatial cluster analysis for identifying Coronavirus disease COVID-19 in Iraq using GIS approach. Caspian Journal of Environmental Sciences, 20(1), 55–60. https://doi.org/10.22124/CJES.2022.5392

Loaiza-Ceballos, M. C., Marin-Palma, D., Zapata, W., & Hernandez, J. C. (2022). Viral respiratory infections and air pollutants. Air Quality, Atmosphere and Health. Springer Science and Business Media B.V. https://doi.org/10.1007/s11869-021-01088-6

Martins, V., Correia, C., Cunha-Lopes, I., Faria, T., Diapouli, E., Manousakas, M. I., & Almeida, S. M. (2021). Chemical characterisation of particulate matter in urban transport modes. Journal of Environmental Sciences (China), 100, 51–61. https://doi.org/10.1016/j.jes.2020.07.008

Mediakom, R. (2024). Polusi Ancam Saluran Pernapasan. Retrieved from https://sehatnegeriku.kemkes.go.id/baca/blog/20240108/5644635/polusi-ancam-saluran-pernapasan/

Mohammadi, M. J., Iswanto, A. H., Mansourimoghadam, S., Taifi, A., Maleki, H., Mustafa, Y. F., & Hormati, M. (2022). Consequences and health effects of toxic air pollutants emission by industries. Journal of Air Pollution and Health, 7(1), 95–108. Retrieved from http://japh.tums.ac.ir

Mun, H., Li, M., & Jung, J. (2022). Spatial-Temporal Characteristics and Influencing Factors of Particulate Matter: Geodetector Approach. Land, 11(12), 1–26. https://doi.org/10.3390/land11122336

Mustafa, S., Subagyo, H. S., & Bungawati, A. (2023). Pencemaran Udara dan ISPA (Infeksi Saluran Pernapasan Akut). Purbalingga: Eureka Media Aksara.

Oh, J., Han, C., Lee, D. W., Jang, Y., Choi, Y. J., Bae, H. J., & Lim, Y. H. (2021). Short-term exposure to fine particulate matter and hospitalizations for acute lower respiratory infection in Korean children: A time-series study in seven metropolitan cities. International Journal of Environmental Research and Public Health, 18(1), 1–15. https://doi.org/10.3390/ijerph18010144

Ou, J., Zheng, L., Tang, Q., Liu, M., & Zhang, S. (2022). Source analysis of heavy metals in atmospheric particulate matter in a mining city. Environmental Geochemistry and Health, 44(3), 979–991. https://doi.org/10.1007/s10653-021-00983-2

Perdana, A. R., I., P. A., & Haryanto, Y. D. (2023). Analisis Konsentrasi PM10 dan PM2.5 pada Titik Pemantauan Bundaran HI Jakarta Pusat Periode Data Februari-Oktober 2021. Jurnal Kajian Ilmu Dan Pendidikan Geografi, 06(1), 1–8. Retrieved from https://ejurnalunsam.id/index.php/jsg/article/view/

Potter, N. A., Meltzer, G. Y., Avenbuan, O. N., Raja, A., & Zelikoff, J. T. (2021). Particulate matter and associated metals: A link with neurotoxicity and mental health. Atmosphere, 12(425), 1–10. https://doi.org/10.3390/atmos12040425

Ridayanti, D. D. P., Khambali, & Suryono, H. (2022). Risiko Paparan Debu/Particulate Matter (PM2,5) terhadap Kesehatan Masyarakat (Studi Kasus: Tempat Pembuatan Batu Bata di Desa Kaloran, Kecamatan Ngronggot, Nganjuk. Jurnal Penelitian Kesehatan Suara Forikes, 13(1), 438–443. https://doi.org/10.33846/sf13230

Thangavel, P., Park, D., & Lee, Y. C. (2022). Recent Insights into Particulate Matter (PM2.5)-Mediated Toxicity in Humans: An Overview. International Journal of Environmental Research and Public Health, 19(7511). https://doi.org/10.3390/ijerph19127511

Turyanti, A., Ariwibowo, P., & Yuliasih, F. (2023). Laporan Akhir Kualitas Udara Provinsi DKI Jakarta tahun 2023. Jakarta: Dinas Lingkungan Hidup Provinsi DKI Jakarta.

Wang, F., Chen, T., Chang, Q., Kao, Y. W., Li, J., Chen, M., & Shia, B. C. (2021). Respiratory diseases are positively associated with PM2.5 concentrations in different areas of Taiwan. In PLoS ONE (p. 16). https://doi.org/10.1371/journal.pone.0249694

Wang, H., Chen, Z., & Zhang, P. (2022). Spatial Autocorrelation and Temporal Convergence of PM2.5 Concentrations in Chinese Cities. International Journal of Environmental Research and Public Health, 19(21). https://doi.org/10.3390/ijerph192113942

WHO, W. H. O. (2022). Ambient (outdoor) air pollution. Retrieved from https://www.who.int/en/news-room/fact-sheets/detail/ambient-(outdoor)-air-quality-and-health

Zulkifli, M., Samsudin, H. B., & Majid, N. (2024). Association between PM10 and respiratory diseases admission in peninsula Malaysia during haze. Scientific Reports, 14(1). https://doi.org/10.1038/s41598-024-63591-x

Author Biographies

Philomena Larasati Adilasari, Universitas Diponegoro

Author Origin : Indonesia

Onny Setiani, Universitas Diponegoro

Author Origin : Indonesia

Mursid Raharjo, Universitas Diponegoro

Author Origin : Indonesia

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How to Cite

Adilasari, P. L., Setiani, O., & Raharjo, M. (2025). Association between PM2.5 and PM10 with Acute Respiratory Infection in North and East Jakarta. Jurnal Penelitian Pendidikan IPA, 11(3), 699–706. https://doi.org/10.29303/jppipa.v11i3.10531