Analisis Spasial Penyakit Tuberkulosis Di Kabupaten Minahasa Tenggara Tahun 2022–2025

Authors

  • Bill Farel Vieri Timpal Universitas Sam Ratulangi, Fakultas Kesehatan Masyarakat
  • Budi Tarmady Ratag Universitas Sam Ratulangi, Fakultas Kesehatan Masyarakat
  • Afnal Asrifuddin Fakultas Kesehatan Masyarakat Universitas Sam Ratulangi

DOI:

https://doi.org/10.31004/koloni.v5i3.1464

Keywords:

population density, spatial analysis, tuberculosis

Abstract

Tuberculosis (TB) remains an important public health problem. This study aimed to describe the distribution of population density, the distribution of TB cases, the spatial pattern of TB cases according to population density, and the annual trend of TB cases in Southeast Minahasa Regency from 2022 to 2025. A descriptive quantitative design with a Geographic Information System (GIS) approach was used. The data consisted of secondary TB case records from the Tuberculosis Information System (SITB) of the Southeast Minahasa District Health Office for 2022–2025 and population-density data from Statistics Indonesia for Southeast Minahasa Regency. The unit of analysis was the 12 districts. Data were processed using QGIS by joining attributes by district, classifying population density, and classifying the number of TB cases into three categories using the equal interval method. The spatial results showed that population density was relatively stable, with East Tombatu District having the highest density. In 2022, four districts were classified as having moderate TB cases, while in 2023–2025 Ratatotok District was the only district classified as having high TB cases. The recorded number of TB cases was 329 in 2022, 284 in 2023, 290 in 2024, and 245 in 2025. The spatial comparison showed that areas with high population density did not always have high TB case categories. This study is descriptive; therefore, the findings describe spatial distribution patterns and do not establish a causal relationship between population density and TB cases.

References

Fahdhienie, F., Mairani, T., Ramadhana, P. V., & Kamal, S. (2023). Analisis spasial kejadian tuberkulosis di Kota Banda Aceh. Media Publikasi Promosi Kesehatan Indonesia (MPPKI), 6(8), 1599–1607. https://doi.org/10.56338/mppki.v6i8.3536

Indasah. (2020). Epidemiologi penyakit menular. STRADA Press. https://stradapress.org/index.php/ebook/catalog/book/12

Inggarputri, Y. R., Trihandini, I., Novitasari, P. D., & Makful, M. R. (2023). Analisis spasial penyebaran kasus tuberkulosis berdasarkan kepadatan penduduk di Kabupaten Bekasi tahun 2017–2021. BKM Kesehatan Masyarakat dan Kedokteran Komunitas, 39(1), 1–6. https://doi.org/10.22146/bkm.v39i1.6462

Kakuhes, M., Sekeon, S. A. S., & Ratag, B. T. (2020). Hubungan antara merokok dan kepadatan hunian dengan status tuberkulosis paru di wilayah kerja Puskesmas Tuminting Kota Manado. KESMAS: Jurnal Kesehatan Masyarakat Universitas Sam Ratulangi, 9(5), 96–105. https://ejournal.unsrat.ac.id/index.php/kesmas/article/view/31245

Kaligis, R., Pinontoan, O. R., & Joseph, W. B. S. (2019). Faktor lingkungan rumah dengan kejadian tuberculosis paru di Kelurahan Pakowa Kota Manado. KESMAS: Jurnal Kesehatan Masyarakat Universitas Sam Ratulangi, 8(7), 552–559. https://ejournal.unsrat.ac.id/index.php/kesmas/article/view/25724

Kementerian Kesehatan Republik Indonesia. (2023). Profil kesehatan Indonesia tahun 2022. Kementerian Kesehatan RI. https://www.kemkes.go.id

Kementerian Kesehatan Republik Indonesia. (2024). Profil kesehatan Indonesia tahun 2023. Kementerian Kesehatan RI. https://kemkes.go.id/id/menkes-tegaskan-indonesia-serius-tangani-tbc

Kementerian Kesehatan Republik Indonesia. (2025a). Profil kesehatan Indonesia tahun 2024. Kementerian Kesehatan RI. https://www.kemkes.go.id/id/profil-kesehatan-indonesia-2024

Kementerian Kesehatan Republik Indonesia. (2025b). Lewat CKG dan kader kesehatan, pemerintah percepat penanggulangan TBC. https://kemkes.go.id/id/lewat-ckg-dan-kader-kesehatan-pemerintah-percepat-penanggulangan-tbc

Majampoh, O. N., Akili, R. H., & Joseph, W. B. S. (2019). Hubungan pencahayaan alami dan kepadatan hunian dengan kejadian tuberkulosis paru di wilayah kerja Puskesmas Rainis Talaud. KESMAS: Jurnal Kesehatan Masyarakat Universitas Sam Ratulangi, 8(7). https://ejournal.unsrat.ac.id/index.php/kesmas/article/view/27271

Pramono, J. S. (2021). Tinjauan literatur: Faktor risiko peningkatan angka insidensi tuberkulosis. Jurnal Ilmiah PANNMED, 16(1), 106–113. https://ojs.poltekkesmedan.ac.id/pannmed/article/view/1006

Santoso, R. B. E., Djafar, T., Sulistiyani, S., Pangaribuan, R., & Lellu, A. (2024). Analisis faktor sosial ekonomi dan lingkungan terhadap kejadian tuberkulosis. Ensiklopedia of Journal, 6(4), 51–56. http://jurnal.ensiklopediaku.org

Saputra, R., Aryantiningsih, D. S., & Parlin, W. (2024). Visualisasi pemetaan spatial kesehatan untuk memperkuat kesiapsiagaan kesehatan masyarakat. PT Literasi Nusantara Abadi Grup. https://repository-penerbitlitnus.co.id/id/eprint/194/

Supit, N. G., Ratag, B. T., & Nelwan, J. E. (2025). Analisis spasial penyakit tuberkulosis di Kabupaten Minahasa Utara tahun 2021–2024. Prepotif Jurnal Kesehatan Masyarakat, 9(2), 5571–5583. https://journal.universitaspahlawan.ac.id/index.php/prepotif/article/view/48059

World Health Organization. (2023). Global tuberculosis report 2023. WHO. https://www.who.int/teams/global-programme-on-tuberculosis-and-lung-health/tb-reports/global-tuberculosis-report-2023

World Health Organization. (2024). Global tuberculosis report 2024. WHO. https://www.who.int/teams/global-programme-on-tuberculosis-and-lung-health/tb-reports/global-tuberculosis-report-2024

World Health Organization. (2025). Global tuberculosis report 2025. WHO. https://www.who.int/teams/global-programme-on-tuberculosis-and-lung-health/tb-reports/global-tuberculosis-report-2025/tb-disease-burden/1-1-tb-incidence

Hulu, V. T., Salman, Supinganto, A., Amalia, L., Khairi, Sianturi, E., Nilasari, Siagian, N., Hastuti, P., & Syamdarniati. (2020). Epidemiologi penyakit menular: Riwayat, penularan dan pencegahan. Universitas Negeri Gorontalo. https://repository.ung.ac.id/get/karyailmiah/8641/Buku-Epidemologi-Penyakit-Menular-Riwayat-Penularan-dan-Pencegahan.pdf

Downloads

Published

30-09-2026

How to Cite

Timpal, B. F. V., Ratag, B. T., & Asrifuddin, A. (2026). Analisis Spasial Penyakit Tuberkulosis Di Kabupaten Minahasa Tenggara Tahun 2022–2025. KOLONI, 5(3), 4639–4648. https://doi.org/10.31004/koloni.v5i3.1464

Similar Articles

You may also start an advanced similarity search for this article.