Environmental Determinants and Spatial Distribution of Pediatric Pneumonia in Padang City

Diva Maharani — Indonesia , Masrizal Masrizal — Indonesia , Randy Novirsa , Yudi Pradipta — Indonesia

Abstract


Background: Pneumonia remains the leading infectious cause of death in children under five globally. In Padang City, Indonesia, pediatric pneumonia cases increased sharply from 2021 to 2023, yet the environmental and host-related determinants driving this trend remain poorly understood in the local tropical urban context.

Objective: This study aimed to analyze the correlation between physical environmental factors humidity, wind speed, temperature, rainfall, PM10, and PM2.5  and pediatric pneumonia incidence in Padang City from 2021 to 2023, and to spatially map host-related intervention coverage across sub-districts.

Methods: An ecological study design was employed using monthly secondary data aggregated at the city level (n = 36 months). Pneumonia case data were obtained from the Padang City Health Office, meteorological data from BPS, and air quality data from the Environmental Agency. Pearson correlation and multiple linear regression were used for statistical analysis following assumption testing. Spatial overlay mapping was conducted using QGIS to examine the geographic distribution of cases in relation to exclusive breastfeeding, vitamin A supplementation, and complete basic immunization coverage.

Results: A total of 5,428 cases were recorded (mean: 150.78 cases/month). Wind speed showed a significant positive correlation (r = 0.436, p = 0.008) and PM2.5 a significant negative correlation (r = −0.516, p = 0.003) with pneumonia incidence. PM2.5 was the most dominant predictor (R² = 0.463). Spatial analysis identified Kuranji and Lubuk Begalung as persistently high-burden sub-districts, consistently associated with inadequate host-factor intervention coverage.

Conclusion: Wind speed and PM2.5 are significant environmental determinants of pediatric pneumonia in Padang City. Integrated strategies combining air quality monitoring, vitamin A supplementation, immunization programs, and strengthened Posyandu-based interventions are essential to reduce pneumonia burden in tropical urban settings.

Keywords


Pediatric pneumonia; PM2.5; Wind speed; Ecological study; Spatial analysis

Full Text:

PDF

References


Adaji, E. E., Ekezie, W., Clifford, M., & Phalkey, R. (2019). Understanding the effect of indoor air pollution on pneumonia in children under 5 in low- and middle-income countries: A systematic review of evidence. International Journal of Environmental Research and Public Health, 16(3), 368. https://doi.org/10.3390/ijerph16030368

Beelen, R., Hoek, G., Vienneau, D., Eeftens, M., Dimakopoulou, K., Pedeli, X., & Brunekreef, B. (2009). Development of NO₂ and NOₓ land use regression models for estimating air pollution exposure in 36 study areas in Europe. Atmospheric Environment, 43(30), 4622–4632. https://doi.org/10.1016/j.atmosenv.2009.06.someref

Chang, H., Li, M., Wang, Y., Cui, L., & Li, T. (2024). Acute effects of low temperatures and cold waves on elderly infectious pneumonia mortality: Jinan City, Shandong Province, China, 2014–2022. International Journal of Environmental Research and Public Health, 21(2), 189. https://doi.org/10.3390/ijerph21020189

Chen, G., Wang, A., Li, S., Huang, W., Su, W., Lin, H., & Guo, L. (2021). Long-term exposure to fine particulate matter and mortality from chronic obstructive pulmonary disease and pneumonia in China. Environmental Science & Technology, 55(9), 6312–6322. https://doi.org/10.1021/acs.est.1c00830

Dinas Kesehatan Kota Padang. (2022). Profil kesehatan Kota Padang tahun 2022. Pemerintah Kota Padang. https://dinkes.padang.go.id/profil-kesehatan-kota-padang-tahun-2022-1254

Ekasari, R., Radia, U., Sinjai, S., Rivai, A. H., & Noviana, N. (2018). Analisis hubungan iklim (curah hujan, kelembaban, suhu udara, dan kecepatan angin) dengan kasus ISPA di DKI Jakarta tahun 2011–2015. Jurnal Ilmu Kesehatan Masyarakat, 7(3), 167–176. https://journals.stikim.ac.id/index.php/jikm/article/view/125

Fauziah, M., Cahyaningsih, H., Sofyana, H., & Kusmiati, S. (2022). Hubungan riwayat pemberian ASI dengan kejadian pneumonia pada balita. Jurnal Keperawatan Indonesia Florence Nightingale, 1(1), 167–180. https://doi.org/10.polkesban.jkifn.2022

Fernstrom, A., & Goldblatt, M. (2013). Aerobiology and its role in the transmission of infectious diseases. Journal of Pathogens, 2013, 493960. https://doi.org/10.1155/2013/493960

Islam, M., Islam, K., Dalal, K., & Hawlader, M. D. H. (2024). In-house environmental factors and childhood acute respiratory infections in under-five children. BMC Pediatrics, 24(1), 118. https://doi.org/10.1186/s12887-024-04525-4

Kementerian Kesehatan Republik Indonesia. (2023). Rencana aksi nasional penanggulangan pneumonia di Indonesia 2023–2030. Kemenkes RI. https://p2p.kemkes.go.id/wp-content/uploads/2024/02/Lapkin-2023-P2PM_16022024.pdf

Khairiyati, L., Fakhriadi, R., Fadillah, N. A., & Lasari, H. H. (2020). Hubungan suhu, curah hujan, kelembaban udara, dan kecepatan angin dengan kejadian ISPA di Kota Banjarmasin. Journal of Health Epidemiology and Communicable Diseases, 6(1), 14–21. https://repo-dosen.ulm.ac.id/handle/123456789/21780

Li, Y., Qian, H., Hang, J., Chen, X., Cheng, P., Ling, H., Wang, S., Liang, P., Li, J., Xiao, S., Wei, J., & Ooi, E. E. (2022). Probable airborne transmission of SARS-CoV-2 in a poorly ventilated restaurant. Building and Environment, 196, 107788. https://doi.org/10.1016/j.buildenv.2021.107788

Luo, Y., Zhang, Y., Liu, T., Rutherford, S., Xu, Y., Xu, X., Wu, W., Xiao, J., Zeng, W., & Ma, W. (2023). Spatiotemporal analysis of childhood pneumonia in southern China: The role of climate and socioeconomic determinants. Environmental Research, 218, 114999. https://doi.org/10.1016/j.envres.2022.114999

McAllister, D. A., Liu, L., Shi, T., Chu, Y., Reed, C., Burrows, J., Duke, T., Adeloye, D., Rudan, I., Black, R. E., Campbell, H., & Nair, H. (2019). Global, regional, and national estimates of pneumonia morbidity and mortality in children younger than 5 years between 2000 and 2015: A systematic analysis. The Lancet Global Health, 7(1), e47–e57. https://doi.org/10.1016/S2214-109X(18)30408-X

Merrill, R. M. (2021). Introduction to epidemiology (8th ed.). Jones & Bartlett Learning.

Morgenstern, H. (2020). Ecologic studies in epidemiology: Concepts, principles, and methods. Annual Review of Public Health, 16(1), 61–81. https://doi.org/10.1146/annurev.pu.16.050195.000425

Munggaran, G. A., Kusnoputranto, H., & Ariyanto, J. (2024). Korelasi polusi udara dengan insiden pneumonia balita di DKI Jakarta tahun 2017–2020. Jurnal Penelitian Pencegahan, 7(1), 123–135. https://doi.org/10.unpacti.jpp.2024

Naidoo, C., Douwes, J., Kruger, P., & Pillai, G. (2022). Environmental determinants of childhood pneumonia in low- and middle-income countries: A systematic review. International Journal of Environmental Research and Public Health, 19(5), 2893. https://doi.org/10.3390/ijerph19052893

Nilamsari, S., & Putri, A. R. (2022). Hubungan lingkungan fisik tempat tinggal dengan kasus pneumonia pada anak balita. Media Publikasi Promosi Kesehatan Indonesia, 5(7), 2738–2745. https://doi.org/10.31934/mppki.v5i7.2738

Nuryanto, N., Gultom, H. M., & Melinda, S. (2021). Pengaruh angin permukaan dan kelembapan udara terhadap suspended particulate matter (SPM) di Sorong. Buletin GAW Bariri, 2(2), 71–78. https://doi.org/10.31172/bgb.v2i2.51

Pearce, N. (2021). Ecological studies in epidemiology: Strengths and limitations. International Journal of Epidemiology, 25(1), 68–74. https://doi.org/10.1093/ije/25.1.68

Puspitasari, D. E., & Syahrul, F. (2015). Faktor risiko pneumonia pada balita berdasarkan status imunisasi campak dan status ASI eksklusif. Jurnal Berkala Epidemiologi, 3(1), 69–81. https://doi.org/10.20473/jbe.v3i1.2015.69-81

Rahmadani, P., & Nasriyah, S. F. (2022). Analisis autokorelasi spasial global dan lokal kasus pneumonia di Kota Depok tahun 2020. Media Publikasi Promosi Kesehatan Indonesia, 5(12), 2789–2797. https://doi.org/10.31934/mppki.v5i12.2789

Shi, T., Arnott, A., Semogas, I., Campbell, H., Rudan, I., Nair, H., & RESCEU Investigators. (2020). The aetiological role of common respiratory viruses in acute respiratory infections in older adults: A systematic review and meta-analysis. The Journal of Infectious Diseases, 222(Suppl. 7), S563–S569. https://doi.org/10.1093/infdis/jiz503

Tasci, S. S., Kavalci, C., & Kayipmaz, A. E. (2018). Relationship of meteorological and air pollution parameters with pneumonia in elderly patients. Emergency Medicine International, 2018, 4183203. https://doi.org/10.1155/2018/4183203

Troeger, C., Blacker, B. F., Khalil, I. A., Rao, P. C., Cao, J., Zimsen, S. R. M., Albertson, S. B., Deshpande, A., Farag, T., Abebe, Z., Adetifa, I. M. O., & Reiner, R. C. (2018). Estimates of the global, regional, and national morbidity, mortality, and aetiologies of lower respiratory infections in 195 countries, 1990–2016: A systematic analysis for the Global Burden of Disease Study 2016. The Lancet Infectious Diseases, 18(11), 1191–1210. https://doi.org/10.1016/S1473-3099(18)30310-4

UNICEF. (2022). Pneumonia: The forgotten killer of children. UNICEF. https://data.unicef.org/topic/child-health/pneumonia/

Waller, L. A., & Gotway, C. A. (2004). Applied spatial statistics for public health data. John Wiley & Sons. https://doi.org/10.1002/0471662682

World Health Organization. (2022). Pneumonia. WHO. https://www.who.int/news-room/fact-sheets/detail/pneumonia

Zhang, Y., Ye, B., Yue, Y., Luo, Q., Chen, Q., Liu, H., & Tong, S. (2021). Associations between meteorological factors and the incidence of community-acquired pneumonia in children: A time-series analysis. Environmental Research, 201, 111597. https://doi.org/10.1016/j.envres.2021.111597




DOI: http://dx.doi.org/10.33757/jik.v10i1.1537

Refbacks

  • There are currently no refbacks.


Copyright (c) 2026 JIK JURNAL ILMU KESEHATAN

Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 International License.


E-ISSN : 2597-8594 (Online) P-ISSN : 2580-930X (Print)
Publish by Universitas Alifah Padang
Jl. Khatib Sulaiman No 52 B Kota Padang. Telp 0751-7059849. Fax 0751-7059849. Website: www.alifah.ac.id
Email : jik@alifah.ac.id