Intelmatics
Vol. 1 No. 1 (2021): January

VISUALIZATION OF FORECASTING NUMBER OF PATIENTS VISITING IN PRATAMA CLINIC USING ARIMA METHOD

Mardiani Trisno Putri (Trisakti University)



Article Info

Publish Date
21 Jan 2021

Abstract

The Primary Clinic of the Ministry of Communication and Information of the Republic of Indonesia had a problem that is difficulty in predicting the number of patient visits resulting in a buildup of patients in the clinic. For this reason, it is necessary to forecast patient visits in order to be the basis for planning for the next period and become a material consideration for decisions in clinical development. The research method was conducted using ARIMA by utilizing historical data on clinic visits from 2014-2019. The processed results in RStudio in the form of prediction data for patient visits in 2020-2021 are visualized on a website that uses the PHP Codeigniter framework and is integrated with RStudio. The results of visit forecasting based on services using the ARIMA method have good forecasting abilities, because the MAPE values are in the range of <10% and 10-20%, namely 19.58% and 9.62%.

Copyrights © 2021






Journal Info

Abbrev

intelmatics

Publisher

Subject

Computer Science & IT

Description

The IntelMatics Journal is a scientific journal published by the department of informatics engineering at Trisakti University. The purpose and objective of the publication of the IntelMatics journal are as a means of dissemination of international standard science in the field of software ...