Analisis Perbandingan Kasus COVID-19 di Indonesia Tahun 2020 dan 2021 Menggunakan Uji Repeated Measure MANOVA
DOI:
https://doi.org/10.29408/eksbar.v2i1.29917Keywords:
COVID-19, RM MANOVA, active cases, recovery, mortalityAbstract
The COVID-19 pandemic, which began in late 2019, has had a significant impact on global health. This study aims to analyze the differences in the number of COVID-19 cases in Indonesia between 2020 and 2021, considering the influence of new variants that emerged in 2021. The data was obtained from Google Looker Studio and analyzed using the Repeated Measures Multivariate Analysis of Variance (RM MANOVA) method, which tested the differences between the two years based on three variables (Active Cases, Total Recovered, and Total Deaths). The RM MANOVA results showed a significant difference between 2020 and 2021 (p-value < 0.05). Further post hoc analysis revealed that the number of COVID-19 cases in 2021 was higher compared to 2020. These findings demonstrate how the dynamics of COVID-19 changed from year to year with the emergence of new variants.
References
Alfares, D., Fauziah, L., & Kadir, A. (2023). JIMPK: Jurnal Ilmiah Mahasiswa & Penelitian Keperawatan. Identifikasi dampak COVID-19 terhadap pelayanan keperawatan di ruangan rawat inap, 3(6), 225-230. https://doi.org/10.35892/jimpk.v3i6.1050
Anis, W., Kuntoro, S. M., & Melaniani, S. (2021). Difference of power test and type ii error (β) on Mardia mvn test, Henze zikler's mvn test, and Royston's mvn test using multivariate data analysis. Jurnal Biometrika Dan Kependudukan, 10(2), 153-161. https://doi.org/10.20473/jbk.v10i2.2021.153-161
Direktorat Jenderal Anggaran, Kementerian Keuangan Republik Indonesia. (2021). Program vaksinasi COVID-19: Tantangan dalam mewujudkan herd immunity. Kementerian Keuangan RI. https://anggaran.kemenkeu.go.id/in/post/program-vaksinasi-covid-19-tantangan-dalam-mewujudkan-herd-immunity
Dong, Y., Mo, X., Hu, Y., Qi, X., Jiang, F., Jiang, Z., & Tong, S. (2020). Epidemiology of COVID-19 among children in China. Pediatrics. 145(6). https://doi.org/10.1542/peds.2020-0702
El Bouch, S., Michel, O., & Comon, P. (2022). A normality test for multivariate dependent samples. Signal Processing, 201, 108705. https://doi.org/10.1016/j.sigpro.2022.108705
Firdaus, A., & Pakpahan, R. H. (2020). Kebijakan hukum pidana sebagai upaya penanggulangan kedaruratan COVID-19 (Criminal law policy as an effort to mitigate COVID-19 emergency). Majalah Hukum Nasional, 50(2), 201-218. https://doi.org/10.33331/mhn
Hakimah, M., & Muhima, R. R. (2021). Klasifikasi Penderita Penyakit Jantung Menggunakan Metode Naive Bayes dengan Chi-Square untuk Pemilihan Atribut. In Prosiding Seminar Nasional Teknik Elektro, Sistem Informasi, dan Teknik Informatika (SNESTIK), 1(1), 257-262. https://doi.org/10.31284/p.snestik.2021.1817
Kementerian Kesehatan Republik Indonesia. (2021). Waspada 3 varian baru Covid-19 di Indonesia. Ayo Sehat. https://ayosehat.kemkes.go.id/waspada-3-varian-baru-covid-19-di-indonesia
Kementerian Kesehatan RI. (2020). Siapa saja yang berisiko terinfeksi COVID-19. Infeksi Emerging Kemenkes RI. https://infeksiemerging.kemkes.go.id/uncategorized/siapa-saja-yang-berisiko-terinfeksi-covid-19
Ren, L. L., Wang, Y. M., Wu, Z. Q., Xiang, Z. C., Guo, L., Xu, T., & Wang, J. W. (2020). Identification of a novel coronavirus causing severe pneumonia in human: a descriptive study. Chinese medical journal, 133(09), 1015-1024. 10.1097/CM9.0000000000000722
Safitri, E., Setiawan, A., & Darmayanti, R. (2023). Eksperimentasi Model Pembelajaran Problem Based Learning Berbantuan Kahoot Terhadap Kepercayaan Diri Dan Prestasi Belajar. Jurnal Penelitian Tindakan Kelas, 1(2), 57-61. https://doi.org/10.61650/jptk.v1i2.154
Satgas Covid-19. (2021). Ketidakpatuhan terhadap protokol kesehatan berdampak pada laju penularan. BIRO ADPIM Provinsi Kalimantan Tengah. https://biroadpim.kalteng.go.id/2021/07/satgas-covid-19-ketidakpatuhan-terhadap-protokol-kesehatan-berdampak-pada-laju-penularan/
Susilo, A. P, & Dewi, E. D. A. M. (2021). Dilema Etik di Rumah Sakit saat Keterbatasan Sumber Daya dalam Pandemi COVID-19. KELUWIH: Jurnal Sosial Dan Humaniora, 2(2), 97-101. https://doi.org/10.24123/soshum.v2i2.4647
Tempo. (2025). Kilas balik kasus COVID-19 pertama di Indonesia lima tahun lalu. Tempo.co. https://www.tempo.co/politik/kilas-balik-kasus-covid-19-pertama-di-indo nesia-lima-tahun-lalu-1213947
World Health Organization. (2020). Pertimbangan-pertimbangan untuk karantina individu dalam konteks COVID-19. World Health Organization. https://cdn.who.int/media/docs/default-source/searo/indonesia/covid19/who-2019-covid19-ihr-quarantine-2020-indonesian.pdf
Yamali, F. R., & Putri, R. N. (2020). Dampak covid-19 terhadap ekonomi indonesia. Ekonomis: Journal of Economics and Business, 4(2), 384-388. http://dx.doi.org/10.33087/ekonomis.v4i2.179
Yuliana, Y. (2020). Corona virus diseases (Covid-19): Sebuah tinjauan literatur. Wellness And Healthy Magazine, 2(1), 187-192.
Downloads
Published
Issue
Section
License
Copyright (c) 2025 Jurnal Eksbar

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