Prediction of Covid-19 Cases in Indonesia Using the Auto Regressive Integrated Moving Average Method

This study discusses the use of the ARIMA (Auto Regressive Integrated Moving Average) model to predict the number of COVID-19 cases in Indonesia based on previous data. The results of the analysis show that the ARIMA (1,0,0) model is the most accurate in predicting the spread of COVID-19. Based on this model, the prediction results obtained that confirmed COVID-19 data from January to December 2022 are predicted to decrease. The number of confirmed cases of COVID-19 until December 2022 is predicted to reach 20,0365 cases of spread. So this Covid-19 case still needs special and more serious attention from the government and the public must still be vigilant because based on the results of the study there have been no signs of a significant decrease in the spread of Covid-19 cases. This study provides important insights for the government, medical personnel, and the public in planning strategies for preventing and handling the pandemic

Authors

Publication Details

Journal
Journal Of Data Insights
Published
2025-06-30
DOI
https://doi.org/10.26714/jodi.v3i1.212
Primary Topic
Data Mining and Machine Learning Applications
Type
article
Field-Weighted Citation Impact
0.00
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article

Prediction of Covid-19 Cases in Indonesia Using the Auto Regressive Integrated Moving Average Method

Saeful Amri, M. Al Haris, Abdi Adam, Rahma Safira
Journal Of Data Insights
Data Mining and Machine Learning Applications
article

Prediction of Covid-19 Cases in Indonesia Using the Auto Regressive Integrated Moving Average Method

Saeful Amri, M. Al Haris, Abdi Adam, Rahma Safira
article en

Abstract

This study discusses the use of the ARIMA (Auto Regressive Integrated Moving Average) model to predict the number of COVID-19 cases in Indonesia based on previous data. The results of the analysis show that the ARIMA (1,0,0) model is the most accurate in predicting the spread of COVID-19. Based on this model, the prediction results obtained that confirmed COVID-19 data from January to December 2022 are predicted to decrease. The number of confirmed cases of COVID-19 until December 2022 is predicted to reach 20,0365 cases of spread. So this Covid-19 case still needs special and more serious attention from the government and the public must still be vigilant because based on the results of the study there have been no signs of a significant decrease in the spread of Covid-19 cases. This study provides important insights for the government, medical personnel, and the public in planning strategies for preventing and handling the pandemic

Journal Of Data InsightsVol. 3(1)
Openalex Percentile: Top 78%
Data Mining and Machine Learning Applications
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Prediction of Covid-19 Cases in Indonesia Using the Auto Regressive Integrated Moving Average Method — Saeful Amri, M. Al Haris, et al. · Journal Of Data Insights (2025) | TGRS Research Map | TGRS