skip to main content

Studi Ekologi Hubungan Iklim Terhadap Kejadian Demam Berdarah Dengue (DBD) di Kabupaten Bogor Tahun 2013-2022

1Departemen Kesehatan Lingkungan, Fakultas Kesehatan Masyarakat Universitas Indonesia, Indonesia

2Gedung C Lantai 2 Kampus Baru UI Depok 16424, Indonesia

Open Access Copyright 2024 Jurnal Kesehatan Lingkungan Indonesia under http://creativecommons.org/licenses/by-sa/4.0.

Citation Format:
Abstract

Latar belakang: Terdapat 2.997.097 kasus Demam Berdarah Dengue (DBD) yang dilaporkan hingga 1 Juli 2023, sebanyak 0,13% masuk dalam kategori berat. Pada akhir tahun 2022 jumlah kasus DBD di Indonesia mencapai 143.000 kasus, dengan angka kejadian DBD terbanyak berada di Provinsi Jawa Barat, Jawa Timur dan Jawa Tengah. Tujuan penelitian ini adalah untuk mengetahui pengaruh iklim terhadap kejadian DBD di Kabupaten Bogor tahun 2013-2022.

Metode: Menggunakan studi ekologi time series dan jenis data yang digunakan yaitu data sekunder. Data iklim diperoleh dari website Badan Meteorologi, Klimatologi dan Geofisika (BMKG) dan data kasus DBD diperoleh dari Kementerian Kesehatan Republik Indonesia dan Dinas Kesehatan Kabupaten Bogor. Penelitian dilakukan pada November-Desember 2023. Analisis data menggunakan analisis univariat dan bivariat dengan uji Korelasi Spearman.

Hasil: Kejadian DBD tidak berhubungan dengan variabel suhu yaitu koefisien korelasi (r) -0,097 dan p value 0,297 pada lag 1 bulan. Kejadian DBD berhubungan dengan variabel kelembapan yaitu (r) 0,451 dan p value 0,0001 serta variabel curah hujan yaitu (r) 0,352 dan p value 0,0001 pada lag 1 bulan.

Simpulan: Variabel suhu tidak berhubungan sementara kelembapan dan curah hujan berhubungan dengan kejadian DBD, terdapat suhu ekstrem yang menyebabkan produksi telur menurun sehingga potensi penularan DBD rendah serta semakin tinggi kelembapan dan curah hujan menyebabkan produksi nyamuk meningkat sehingga potensi penularan DBD tinggi. Oleh karena itu diperlukan kerja sama antara pemerintah dan masyarakat agar kasus DBD dapat mengalami penurunan, di antaranya edukasi masyarakat terus menerus dan pemerintah menyusun kebijakan terkait pengendalian dan pencegahan DBD.

 

ABSTRACT

Title: Ecological Study of Climate Influence on Dengue Hemorrhagic Fever (DHF) Incidence in Bogor Regency 2013-2022

Background: There were 2,997,097 Dengue Fever (DHF) cases reported until July 1, 2023, 0.13% of which were categorized as severe. By the end of 2022, the number of DHF cases in Indonesia reached 143,000 cases, with the highest number of DHF cases in the provinces of West Java, East Java and Central Java. The purpose of this study was to determine the effect of climate on the incidence of DHF in Bogor Regency in 2013-2022.

Method: Using time series ecological studies and the type of data used is secondary data. Climate data was obtained from the website of the Meteorology, Climatology and Geophysics Agency and DHF case data was obtained from the Ministry of Health of the Republic of Indonesia and the Bogor District Health Office. The research was conducted in November-December 2023. Data analysis used univariate and bivariate analysis with the Spearman Correlation test.

Result: The incidence of DHF was not related with the temperature variable, namely the correlation coefficient (r) -0.097 and p value 0.297 at a lag of 1 month. The incidence of DHF is related to the humidity variable, namely (r) 0.451 and p value 0.0001 and the rainfall variable, namely (r) 0.352 and p value 0.0001 at a lag of 1 month.

Conclusion: Temperature variables are not related while humidity and rainfall are related to the incidence of DHF, there are extreme temperatures that cause egg production to decrease so that the potential for DHF transmission is low and the higher the humidity and rainfall causes mosquito production to increase so that the potential for DHF transmission is high. Therefore, cooperation between the government and the community is needed so that dengue cases can decrease, including continuous community education and the government formulating policies related to dengue control and prevention.

Note: This article has supplementary file(s).

Fulltext View|Download |  ES
Etichal Statement
Subject
Type ES
  Download (276KB)    Indexing metadata
 CTA
Copyrigh Transfer Agreement
Subject
Type CTA
  Download (530KB)    Indexing metadata
 Turnitin
Turnitin
Subject
Type Turnitin
  Download (1MB)    Indexing metadata
Keywords: Iklim; DBD; Studi Ekologi

Article Metrics:

  1. World Health Organization (WHO). Dengue-the Region of the Americas. 2023. [cited 2024 Feb 1]
  2. Kementerian Kesehatan (Kemenkes). Data DBD Indonesia. 2021. [cited 2024 Feb 1]
  3. Kementerian Kesehatan (Kemenkes). Laporan Tahunan 2022 Demam Berdarah Dengue. Direktorat Jenderal Pencegahan dan Pengendalian Penyakit. 2023. [cited 2024 Feb 1]
  4. Jumlah Kasus Demam Berdarah Dengue (DBD) Berdasarkan Jenis Kelamin di Jawa Barat [Internet]. [cited 2024 Feb 1]
  5. Profil Kesehatan Kabupaten Bogor 2019.pdf [Internet]. [cited 2024 Feb 1]
  6. Wu X, Lu Y, Zhou S, Chen L, Xu B. Impact Of Climate Change On Human Infectious Diseases: Empirical Evidence And Human Adaptation. Environment International. 2016 Jan;86:14–23. https://doi.org/10.1016/j.envint.2015.09.007
  7. Bhatt S, Gething PW, Brady OJ, Messina JP, Farlow AW, Moyes CL, et al. The Global Distribution And Burden Of Dengue. Nature. 2013 Apr 25;496(7446):504–7. https://doi.org/10.1038/nature12060
  8. Butterworth MK, Morin CW, Comrie AC. An Analysis of the Potential Impact of Climate Change on Dengue Transmission in the Southeastern United States. Environ Health Perspect. 2017 Apr;125(4):579–85. https://doi.org/10.1289/EHP218
  9. Gasparrini A. The Case Time Series Design. Epidemiology. 2021 Nov;32(6):829–37. https://doi.org/10.1097/EDE.0000000000001410
  10. Choi Y, Tang CS, McIver L, Hashizume M, Chan V, Abeyasinghe RR, et al. Effects Of Weather Factors On Dengue Fever Incidence And Implications For Interventions In Cambodia. BMC Public Health. 2016 Mar 8;16(1): 4–6. https://doi.org/10.1186/s12889-016-2923-2
  11. Wang C, Jiang B, Fan J, Wang F, Liu Q. A Study of the Dengue Epidemic and Meteorological Factors in Guangzhou, China, by Using a Zero-Inflated Poisson Regression Model. Asia Pac J Public Health. 2014 Jan 1;26(1):48–57. https://doi.org/10.1177/1010539513490195
  12. Sang S, Yin W, Bi P, Zhang H, Wang C, Liu X, et al. Predicting Local Dengue Transmission in Guangzhou, China, through the Influence of Imported Cases, Mosquito Density and Climate Variability. PLOS ONE. 2014 Jul 14;9(7):4–8. https://doi.org/10.1371/journal.pone.0102755
  13. Colón-González FJ, Fezzi C, Lake IR, Hunter PR. The Effects of Weather and Climate Change on Dengue. PLOS Neglected Tropical Diseases. 2013 Nov 14;7(11):5–6. https:doi.org/10.1371/journal.pntd.0002503
  14. Banu S, Hu W, Guo Y, Hurst C, Tong S. Projecting The Impact Of Climate Change On Dengue Transmission In Dhaka, Bangladesh. Environment International. 2014 Feb 1;63:137–142. https://doi.org/10.1016/j.envint.2013.11.002
  15. Mattar S, Morales V, Cassab A, Rodríguez-Morales AJ. Effect Of Climate Variables On Dengue Incidence In A Tropical Caribbean Municipality Of Colombia, Cerete, 2003–2008. International Journal of Infectious Diseases. 2013 May;17(5):e358–9. https://doi.org/10.1016/j.ijid.2012.11.021
  16. Williams CR, Mincham G, Ritchie SA, Viennet E, Harley D. Bionomic Response Of Aedes Aegypti To Two Future Climate Change Scenarios In Far North Queensland, Australia: Implications For Dengue Outbreaks. Parasites & Vectors. 2014 Sep 19;7(1):447. https://doi.org/10.1186/1756-3305-7-447
  17. Morin CW, Comrie AC, Ernst K. Climate and Dengue Transmission: Evidence and Implications. Environ Health Perspect. 2013;121(11–12):1264–72. https://doi.org/10.1289/ehp.1306556
  18. Nugraha F, Haryanto B, Wulandari RA, Pakasi TT. Studi Ekologi Hubungan Kejadian Demam Berdarah Dengue (DBD) dengan Faktor Iklim di Kota Administrasi Jakarta Pusat, Indonesia Tahun 1999-2018. Jurnal Ilmu Kesehatan Masyarakat. 2021 Sep 1;10(03):142–8. https://doi.org/10.33221/jikm.v10i03.923
  19. Rojali R, Restiaty I, Lisa D, Setyadi MD. Hubungan Perubahan Iklim Dengan Kejadian Demam Berdarah Dengue (Dbd) Di Kota Administrasi Jakarta Timur Tahun 2016-2021. Sulolipu: Media Komunikasi Sivitas Akademika dan Masyarakat. 2023 Jun 27;23(1):172–86. https://doi.org/10.32382/sulolipu.v23i1.3301
  20. Wirayoga MA. Hubungan Kejadian Demam Berdarah Dengue Dengan Iklim Di Kota Semarang Tahun 2006-2011. Unnes Journal of Public Health, 2014 Mar 11;2(4): 4–8. https://doi.org/10.15294/ujph.v2i4.3055
  21. Slutsky DJ. The Effective Use of Graphs. J Wrist Surg. 2014 May;3(2):67–8
  22. Yadnya IMS, Baskoro WT, Putra MDJ. Analisa Time Lag Suhu Permukaan Laut Yang Berhubungan Dengan Curah Hujan Rata-Rata Dasarian Di Provinsi Bali. Buletin Fisika, 2015 Aug;16(2):40–48
  23. Widyantoro W, Nurjazuli N, Darundianti YH. Hubungan Faktor Cuaca dengan Kejadian Demam Berdarah di Kabupaten Bantul. J Sci n.a [Internet]. 2021 Dec 17;6(4):823–830. https://doi.org/10.30604/jika.v6i4.863
  24. Hastono SP. Analisis Data Pada Bidang Kesehatan [Internet]. [cited 2024 Feb 1]
  25. Rau, M. J., & Komaria, S. Pitriani. Hubungan Faktor Perubahan Iklim dengan Kejadian Demam Berdarah Dengue (DBD) di Kota Palu Tahun 2013-2017. Prev J Kesehat Masy Fak Kesehatan Masyarakat, Univ Tadulako [Internet]. 2019;10(2):83–94. https://doi.org/10.22487/preventif.v10i2.123
  26. Monintja TCN, Arsin AA, Amiruddin R, Syafar M. Analysis Of Temperature And Humidity On Dengue Hemorrhagic Fever In Manado Municipality. Gac Sanit. 2021 Jan 1;35:S330–3. https://doi.org/10.1016/j.gaceta.2021.07.020
  27. Liu Z, Zhang Q, Li L, He J, Guo J, Wang Z, et al. The Effect Of Temperature On Dengue Virus Transmission By Aedes Mosquitoes. Front Cell Infect Microbiology. 2023 Sep 21;13:1242173. https://doi.org/10.3389/fcimb.2023.1242173
  28. Betanzos-Reyes ÁF, Rodríguez MH, Romero-Martínez M, Sesma-Medrano E, Rangel-Flores H, Santos-Luna R, et al. Association Of Dengue Fever With Aedes Spp. Abundance And Climatological Effects. Salud Pública de México. 2018 Feb;60(1):12–20. https://doi.org/10.21149/8141
  29. Marinho RA, Beserra EB, Bezerra-Gusmão MA, Porto V de S, Olinda RA, dos Santos CAC. Effects Of Temperature On The Life Cycle, Expansion, And Dispersion Of Aedes Aegypti (Diptera: Culicidae) In Three Cities In Paraiba, Brazil. Journal Of Vector Ecology. 2016;41(1):1–10. https://doi.org/10.1111/jvec.12187
  30. Faruk MO, Jannat SN, Rahman MdS. Impact Of Environmental Factors On The Spread Of Dengue Fever In Sri Lanka. Int J Environ Sci Technol. 2022 Nov 1;19(11):10637–48. https://doi.org/10.1007/s13762-021-03905-y
  31. Legg R. Properties Of Humid Air, Air Condition
  32. Mordecai EA, Caldwell JM, Grossman MK, Lippi CA, Johnson LR, Neira M, et al. Thermal Biology Of Mosquito‐Borne Disease. Ecol Lett. 2019 Oct;22(10):1690–708. https://doi.org/10.1111/ele.13335
  33. Polwiang S. The Time Series Seasonal Patterns Of Dengue Fever And Associated Weather Variables In Bangkok (2003-2017). BMC Infectious Diseases. 2020 Mar 12;20(1):2–3. https://doi.org/10.1186/s12879-020-4902-6
  34. Putri DF, Triwahyuni T, Husna I, Sandrawati S. Hubungan Faktor Suhu dan Kelembaban Dengan Kasus Demam Berdarah Dengue (DBD) di Kota Bandar Lampung. Jurnal Analis Kesehatan. 2020 Jul 10;9(1):17–23. https://doi.org/10.26630/jak.v9i1.2112
  35. Yu AKD, Ytienza SIE, Yu AMD, Yu VCS, Wangkay KAK, Wong MAR, et al. Correlation Between Incidence Of Dengue And Climatic Factors In The Philippines: An Ecological. Health Sciences Journal. 2020;60–68
  36. Abdullah NAMH, Dom NC, Salleh SA, Salim H, Precha N. The Association Between Dengue Case And Climate: A Systematic Review And Meta-Analysis. One Health. 2022 Dec;15:2–3. https//doi.org. 10.1016/j.onehlt.2022.100452
  37. Che-Mendoza A, Martin-Park A, Chávez-Trava JM, Contreras-Perera Y, Delfín-González H, González-Olvera G, et al. Abundance and Seasonality of Aedes aegypti (Diptera: Culicidae) in Two Suburban Localities of South Mexico, With Implications for Wolbachia (Rickettsiales: Rickettsiaceae)-Carrying Male Releases for Population Suppression. J Med Entomol. 2021 Apr 2;58(4):1817–25. https://doi.org/10.1093/jme/tjab052
  38. Sallam MF, Fizer C, Pilant AN, Whung PY. Systematic Review: Land Cover, Meteorological, and Socioeconomic Determinants of Aedes Mosquito Habitat for Risk Mapping. International Journal of Environmental Research and Public Health. 2017 Oct;14(10):6–7. https://doi.org/10.3390/ijerph14101230
  39. Yang B, Borgert BA, Alto BW, Boohene CK, Brew J, Deutsch K, et al. Modelling Distributions Of Aedes Aegypti And Aedes Albopictus Using Climate, Host Density And Interspecies Competition. PLOS Neglected Tropical Diseases. 2021 Mar 25;15(3):2–3. https://doi.org/10.1371/journal. pntd.0009063
  40. Seidahmed OME, Eltahir EAB. A Sequence of Flushing and Drying of Breeding Habitats of Aedes aegypti (L.) Prior to the Low Dengue Season in Singapore. PLOS Neglected Tropical Diseases. 2016 Jul 26;10(7):2–4. https://doi.org/10.1371/journal.pntd.0004842
  41. Chien LC, Yu HL. Impact Of Meteorological Factors On The Spatiotemporal Patterns Of Dengue Fever Incidence. Environment International. 2014 Dec 1;73:46–56. https://doi.org/10.1016/j.envint.2014.06.018

Last update:

No citation recorded.

Last update: 2024-06-30 14:24:50

No citation recorded.