Korelasi Faktor Penyebab Kematian Pasien COVID-19 dan Penegakan Regulasi Penanganan COVID-19 di Kota Bogor
DOI:
https://doi.org/10.21787/jbp.13.2021.471-484Kata Kunci:
COVID-19, penyakit penyerta, meninggal karena COVID-19Abstrak
Merebaknya virus COVID-19 telah menyerang seluruh negara di dunia dan menjadi perhatian serius, juga di Indonesia. Indonesia berupaya memerangi penyebaran penyakit COVID-19 dengan berbagai bentuk regulasi yang dikeluarkan, antara lain Pemerintah, Pemerintah Pusat, dan Pemerintah Kabupaten/Kota. Kebijakan ini dilakukan untuk mengantisipasi dan mencegah penyebaran wabah virus COVID-19. Penelitian ini bertujuan untuk melihat kebijakan yang telah diterapkan oleh Pemerintah Kota Bogor dan menguji secara empiris data pasien COVID-19 untuk mengetahui faktor-faktor yang dapat mempengaruhi kematian pasien COVID-19. Hasil penelitian menunjukkan bahwa hampir semua pasien COVID-19 mematuhi protokol kesehatan yang ditetapkan Pemerintah Kota Bogor, namun pasien COVID-19 yang berusia lanjut, laki-laki, dan memiliki penyakit penyerta memiliki risiko kematian yang tinggi.
Referensi
Acheme, I. D., & Vincent, O. R. (2021). Machine-learning models for predicting survivability in COVID-19 patients. In Data Science for COVID-19 (pp. 317–336). Elsevier. https://doi.org/10.1016/B978-0-12-824536-1.00011-3
Bernardo Gois, F. N., Lima, A., Santos, K., Oliveira, R., Santiago, V., Melo, S., Costa, R., Oliveira, M., Henrique, F. das C. D. M., Neto, J. X., Martins Rodrigues Sobrinho, C. R., & Lôbo Marques, J. A. (2021). Predictive models to the COVID-19. In Data Science for COVID-19 (pp. 1–24). Elsevier. https://doi.org/10.1016/B978-0-12-824536-1.00023-X
Bostan, S., Erdem, R., Öztürk, Y. E., Kılıç, T., & Yılmaz, A. (2020). The Effect of COVID-19 Pandemic on the Turkish Society. Electronic Journal of General Medicine, 17(6), em237. https://doi.org/10.29333/ejgm/7944
De Falco, I., Della Cioppa, A., Scafuri, U., & Tarantino, E. (2021). Differential evolution to estimate the parameters of a SEIAR model with dynamic social distancing. In Data Science for COVID-19 (pp. 75–90). Elsevier. https://doi.org/10.1016/B978-0-12-824536-1.00005-8
detikNews. (2020, April 26). Kapan Sebenarnya Corona Pertama Kali Masuk RI? DetikNews. https://news.detik.com/berita/d-4991485/kapan-sebenarnya-corona-pertama-kali-masuk-ri
dos Santos, C. F. G., Passos, L. A., de Santana, M. C., & Papa, J. P. (2021). Normalizing images is good to improve computer-assisted COVID-19 diagnosis. In Data Science for COVID-19 (pp. 51–62). Elsevier. https://doi.org/10.1016/B978-0-12-824536-1.00033-2
Ghosh, P., & Dutta, R. (2021). Statistical machine learning forecasting simulation for discipline prediction and cost estimation of COVID-19 pandemic. In Data Science for COVID-19 (pp. 147–173). Elsevier. https://doi.org/10.1016/B978-0-12-824536-1.00019-8
Harahap, R. J. T. (2020). Clinical Characteristics of Coronavirus Disease 2019. Jurnal Penelitian Perawat Profesional, 2(3), 317–324. https://doi.org/10.37287/jppp.v2i3.145
Ilpaj, S. M., & Nurwati, N. (2020). Analisis Pengaruh Tingkat Kematian Akibat Covid-19 terhadap Kesehatan Mental Masyarakat di Indonesia. Focus: Jurnal Pekerjaan Sosial, 3(1), 16–28. https://doi.org/10.24198/focus.v3i1.28123
Juwono, V., & Damara, B. C. (2020). Performance Analysis of Depok City Health Office in Supporting Child-Friendly City. Jurnal Bina Praja, 12(1), 1–10. https://doi.org/10.21787/jbp.12.2020.1-10
Karaarslan, E., & Aydın, D. (2021). An artificial intelligence–based decision support and resource management system for COVID-19 pandemic. In Data Science for COVID-19 (pp. 25–49). Elsevier. https://doi.org/10.1016/B978-0-12-824536-1.00029-0
Kızrak, M. A., Müftüoğlu, Z., & Yıldırım, T. (2021). Limitations and challenges on the diagnosis of COVID-19 using radiology images and deep learning. In Data Science for COVID-19 (pp. 91–115). Elsevier. https://doi.org/10.1016/B978-0-12-824536-1.00007-1
Kontis, V., Bennett, J. E., Rashid, T., Parks, R. M., Pearson-Stuttard, J., Guillot, M., Asaria, P., Zhou, B., Battaglini, M., Corsetti, G., McKee, M., Di Cesare, M., Mathers, C. D., & Ezzati, M. (2020). Magnitude, demographics and dynamics of the effect of the first wave of the COVID-19 pandemic on all-cause mortality in 21 industrialized countries. Nature Medicine, 26(12), 1919–1928. https://doi.org/10.1038/s41591-020-1112-0
Munir, K., Elahi, H., Farooq, M. U., Ahmed, S., Frezza, F., & Rizzi, A. (2021). Detection and screening of COVID-19 through chest computed tomography radiographs using deep neural networks. In Data Science for COVID-19 (pp. 63–73). Elsevier. https://doi.org/10.1016/B978-0-12-824536-1.00039-3
Pascarella, G., Strumia, A., Piliego, C., Bruno, F., Del Buono, R., Costa, F., Scarlata, S., & Agrò, F. E. (2020). COVID‐19 diagnosis and management: a comprehensive review. Journal of Internal Medicine, 288(2), 192–206. https://doi.org/10.1111/joim.13091
Peeri, N. C., Shrestha, N., Rahman, M. S., Zaki, R., Tan, Z., Bibi, S., Baghbanzadeh, M., Aghamohammadi, N., Zhang, W., & Haque, U. (2020). The SARS, MERS and novel coronavirus (COVID-19) epidemics, the newest and biggest global health threats: what lessons have we learned? International Journal of Epidemiology, 49(3), 717–726. https://doi.org/10.1093/ije/dyaa033
Podder, P., Bharati, S., Mondal, M. R. H., & Kose, U. (2021). Application of machine learning for the diagnosis of COVID-19. In Data Science for COVID-19 (pp. 175–194). Elsevier. https://doi.org/10.1016/B978-0-12-824536-1.00008-3
Purwanto, A. (2020, July 3). Merunut Kebijakan Penanganan Wabah Covid-19 di Indonesia. Kompaspedia. https://kompaspedia.kompas.id/baca/paparan-topik/merunut-kebijakan-penanganan-wabah-covid-19-di-indonesia
Quilty, B. J., Clifford, S., Hellewell, J., Russell, T. W., Kucharski, A. J., Flasche, S., Edmunds, W. J., Atkins, K. E., Foss, A. M., Waterlow, N. R., Abbas, K., Lowe, R., Pearson, C. A. B., Funk, S., Rosello, A., Knight, G. M., Bosse, N. I., Procter, S. R., Gore-Langton, G. R., … Davies, N. G. (2021). Quarantine and testing strategies in contact tracing for SARS-CoV-2: a modelling study. The Lancet Public Health, 6(3), e175–e183. https://doi.org/10.1016/S2468-2667(20)30308-X
Tharsanee, R. M., Soundariya, R. S., Kumar, A. S., Karthiga, M., & Sountharrajan, S. (2021). Deep convolutional neural network–based image classification for COVID-19 diagnosis. In Data Science for COVID-19 (pp. 117–145). Elsevier. https://doi.org/10.1016/B978-0-12-824536-1.00012-5
Ullah, W., Yahya, A., Samikannu, R., & Tlale, T. (2021). Robust and secured telehealth system for COVID-19 patients. In Data Science for COVID-19 (pp. 337–349). Elsevier. https://doi.org/10.1016/B978-0-12-824536-1.00022-8
Utomo, A. P. (2020, March 12). WHO Umumkan Virus Corona sebagai Pandemi Global. Kompas.Com. https://www.kompas.com/global/read/2020/03/12/001124570/who-umumkan-virus-corona-sebagai-pandemi-global?page=all
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