MODEL SEIR DENGAN PSEUDO-RECOVERY PADA KASUS TUBERKULOSIS DI JAWA BARAT
DOI:
https://doi.org/10.25077/jmua.13.3.170-187.2024Abstract
Tuberkulosis menjadi salah satu penyakit menular yang sampai saat ini masih sulit ditanggulangi. Di Indonesia, Provinsi Jawa Barat menjadi salah satu provinsi dengan kasus tertinggi yang memiliki tingkat prevalensi 63%. Penelitian ini bertujuan untuk menganalisis model penyebaran penyakit tuberkulosis tipe SEIR (Susceptible-Exposed-Infected-Removed) dengan mempertimbangkan pengobatan dan adanya pemulihan semu (pseudo recovery). Model ini terdiri dari empat kelas yaitu, rentan, terpapar tetapi belum menularkan penyakit, terinfeksi dan dapat menularkan penyakit, dan sembuh semu. Data yang digunakan adalah data jumlah penderita penyakit tuberkulosis dari Dinas Kesehatan Provinsi Jawa Barat tahun 2011-2022. Fungsi Lyapunov dan prinsip invarian LaSalle digunakan untuk menunjukkan bahwa titik keseimbangan stabil secara global, dan tuberkulosis akan bertahan jika angka reproduksi dasar lebih besar dari satu. Sebaliknya, penyakit akan hilang jika angka reproduksi dasar kurang dari satu. Prosedur bifurkasi menggunakan teori manifold pusat digunakan untuk melakukan studi bifurkasi. Kondisi matematika memastikan terjadinya bifurkasi maju. Terakhir, simulasi numerik dilakukan untuk mendukung temuan teoretis.Downloads
References
Irwan, 2019, Epidemiologi Penyakit Menular, Edisi ke-3, Absolute Media, Yogyakarta.
WHO, 2023, Global tuberculosis report 2021
Biro Komunikasi dan Pelayanan Publik, Kementerian Kesehatan RI, Deteksi TBC Capai Rekor Tertinggi di Tahun 2022
WHO, 2022, Fakta-fakta Utama Tuberkulosis 2022
Aggarwal, A.N., 2019, Quality of life with TB,Journal of Clinical Tuberculosis and Other Mycobacterial Diseases, 17. doi: 10.1016/j.jctube.2019.100121
Aja, N., Ramli, R., Rahman, H., 2022, Penularan Tuberkulosis Paru dalam Anggota Keluarga di Wilayah Kerja Puskesmas Siko Kota Ternate, JKK: Jurnal Kedokteran dan Kesehatan Vol 18(1): 78 – 87
Anwari, S.P., 2023, Tren Penyakit TBC Meningkat, Kadinkes Jabar: Masih Banyak Stigma dari Masyarakat.Portal jabar.
Chakaya, J.M., Harries, A.D., Marks, G.B., 2020, Ending tuberculosis by 2030Pipe dream or reality?, International Journal of Infectious Diseases, Vol. 92: S51 – S54, doi: 10.1016/j.ijid.2020.02.021.
Syam, R., Side, S., Said, C., 2020, Model SEIRS Penyebaran Penyakit Tuberkulosis di Kota Makassar, Journal of Mathematics Computations and Statistics Vol. 3(1): 11
Chandra, T.D., Roudhotillah, D., 2021, Analisis Kestabilan Model Penyebaran Penyakit Tuberkulosis Dengan Menggunakan MSEITR, Wahana Matematika dan Sains: Jurnal Matematika, Sains, dan Pembelajarannya Vol. 1 5(2): 56 – 74
Qomariyah, N., Sutimin, Herdiana, R., Utomo, R.H.S, Permatasari, A.H., 2021. Stability analysis of a tuberculosis epidemic model with nonlinear inci-dence rate and treatment effects, Journal of Physics: Conference Series, IOP Publishing Ltd, doi: 10.1088/1742-6596/1943/1/012118
Upadhyay, R.K., Pal, A.K., Kumari, S., Roy, P., 2019, Dynamics of an SEIR epidemic model with nonlinear incidence and treatments rates. Nonlinear Dyn Vol. 96(4): 2351 – 2368, doi: 10.1007/s11071-019-04926-6
Qunia, A.F., Kusnanto, A., Sianturi, P., 2021, The Impact of Relapse Rate on Deterministic Epidemiological Models with Pseudo-recovery. Journal of Physics: Conference Series, IOP Publishing Ltd, doi: 10.1088/1742- 6596/1863/1/012004
Perko, 2001, Texts in Applied Mathematics 7: Differential Equations and Dynamical System, Third Edition, Springer, New York.
Murray, J.D., 2002, Mathematical Biology: I. An Introduction, Third Edition, Springer 2002.
Yeketi, A. A., Othman, W. A. M., Musa, R., 2021, A Mathematical Model of the Tuberculosis Epidemic, Acta Biotheor Vol. 69(3): 225 – 255, doi: 10.1007/s10441-020-09406-8
Sulistiyowati, A., Abadi, 2023, Analisis Kestabilan Model Penyebaran Tuberkulosis Dengan MDR-TB dan Pengaruh Vaksinasi, MATHunesa Jurnal Ilmiah Matematika Vol. 11(2): 156 – 163
Ihsan, H., Side, Pagga, M., 2021, Pemodelan Matematika SEIRS Pada Penyebaran Penyakit Malaria di Kabupaten Mimika, Journal of Mathematics, Computations, and Statistics Vol. 4(1): 21 - 29
Panigoro, H.S., Savitri, D., 2020. Bifurkasi Hopf pada Model Lotka-Volterra Orde-Fraksional dengan Efek Allee Aditif pada Predator. Jambura Journal of Biomathematics (JJBM) Vol. 1(1): 16 – 24, doi: 10.34312/jjbm.v1i1.6908
Maligranda, L., 2012, The AM-GM Inequality is Equivalent to the Bernoulli Inequality, Math Intelligencer Vol. 34: 1 – 2, https://doi.org/10.1007/s00283- 011-9266-8.
BPS, 2023. Jumlah Penduduk Menurut Kabupaten/Kota (Jiwa), Badan Pusat Statistika (BPS)
Lestari, R., Percepatan Eliminasi TBC Difokuskan Pada Peningkatan Penemuan Kasus, https://diskes.jabarprov.go.id/informasipublik/detail-berita, Diakses pada 25 Maret 2024
Castillo-Chavez, C., Song, B., 2020, Dynamical models of tuberculosis and their applications, Mathematical Biosciences and Engineering Vol. 1(2): 361 - 404, doi:DOI:10.3934/mbe.2004.1.361
Chitnis, N., Hayman, J. M., Cushing, J. M., 2008, Determining important parameters in the spread of malaria through the sensitivity analysis of a mathematical model. Bull. Math. Biol. Vol. 70(5): 1272 – 1296, doi: 10.1007/s11538-008-9299-0
Downloads
Additional Files
- MODEL SEIR DENGAN PSEUDO-RECOVERY PADA KASUS TUBERKULOSIS DI JAWA BARAT
- MODEL SEIR DENGAN PSEUDO-RECOVERY PADA KASUS TUBERKULOSIS DI JAWA BARAT
- MODEL SEIR DENGAN PSEUDO-RECOVERY PADA KASUS TUBERKULOSIS DI JAWA BARAT
- MODEL SEIR DENGAN PSEUDO-RECOVERY PADA KASUS TUBERKULOSIS DI JAWA BARAT
- MODEL SEIR DENGAN PSEUDO-RECOVERY PADA KASUS TUBERKULOSIS DI JAWA BARAT
- MODEL SEIR DENGAN PSEUDO-RECOVERY PADA KASUS TUBERKULOSIS DI JAWA BARAT
- MODEL SEIR DENGAN PSEUDO-RECOVERY PADA KASUS TUBERKULOSIS DI JAWA BARAT
Published
How to Cite
Issue
Section
License
All articles published in Jurnal Matematika UNAND (JMUA) are open access and licensed under the Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). This license allows published content to be freely accessed, shared, redistributed, and adapted for any purpose, including commercial use, provided that the applicable license conditions are followed.
Copyright Holder
The copyright of articles published in Jurnal Matematika UNAND is held by the Departemen Matematika dan Sains Data, Fakultas Matematika dan Ilmu Pengetahuan Alam (FMIPA), Universitas Andalas (UNAND), in accordance with the journal's stated copyright policy.
Author Rights
Under the CC BY-SA 4.0 license, authors may share, distribute, and reuse their published articles, subject to the applicable license conditions. These rights include:
-
Self-Archiving: Authors may deposit their published articles in institutional repositories, personal websites, or academic platforms.
-
Reuse: Authors may reuse their published work in subsequent publications, research, teaching materials, or other lawful purposes, provided that appropriate attribution is maintained.
-
Distribution: Authors may share and distribute their published articles without requiring additional permission under the terms of the license.
Creative Commons License (CC BY-SA 4.0)
Under the CC BY-SA 4.0 license, users are free to:
-
Share: Copy and redistribute the material in any medium or format.
-
Adapt: Remix, transform, and build upon the material for any purpose, including commercial purposes.
These permissions are subject to the following conditions:
-
Attribution: Users must give appropriate credit to the original author(s), retain relevant copyright notices, provide a link to the license, and indicate if changes were made. Attribution must not imply endorsement by the author(s), copyright holder, or journal.
-
ShareAlike: If users remix, transform, or build upon the material, they must distribute their contributions under the same CC BY-SA 4.0 license or a compatible license.
-
No Additional Restrictions: Users may not apply legal terms or technological measures that legally restrict others from exercising the rights granted by the license.
For more information about the CC BY-SA 4.0 license, please visit:
https://creativecommons.org/licenses/by-sa/4.0/
Third-Party Content
Third-party materials, including figures, tables, photographs, and illustrations, are covered by the article's CC BY-SA 4.0 license only when their inclusion under that license is authorized.
Materials excluded from the license must be clearly identified with appropriate copyright notices and attribution. Authors are responsible for obtaining any necessary permissions, while users must comply with the applicable licensing terms or permissions when reusing excluded materials.
Copyright and Licensing Information
Copyright and licensing information should be clearly displayed on each published article's landing page and included in the full-text versions (HTML and PDF), where applicable, to ensure transparency regarding copyright ownership and permitted reuse.



