Journal of Indonesian Social Sciences and Humanities
Vol 9, No 1 (2019): General Issue: Indonesian Social Sciences and Humanities

Malaria Morbidity Prediction Scenario in Indonesia

Tria Anggita Hafsari (Indonesian Institute of Sciences)
Yulinda Nurul Aini (Indonesian Institute of Sciences)
Fuat Edi Kurniawan (Indonesian Institute of Sciences)



Article Info

Publish Date
30 Jun 2019

Abstract

Governments commitment in eradicating malaria has been realized in Malaria elimination program. The program aims to reduce Malaria case to zero in 2030. Starting from 2011, Indonesia suffered a drop in APIs value from 1,75 to 0,84. Despite the numerous drop in Malaria cases, some regions are still suffering from large major outbreaks especially in eastern Indonesia. WHO declares that Indonesia is a country at risk of malaria, because of the high rates of malaria morbidity. The aims of this paper is to predict the trend of malaria morbidity with the API variable value of each province in Indonesia. The method used in this research is probabilistic method using extrapolation trends and ARIMA (Autoregressive Integrated Moving Average) using variation percentage of training and testing data to obtain the best prediction method. Result of this article is API value scenario in Indonesia up to 2030. Based on the analysis result, the best method to predict the value of API is exponential growth method because it has the smallest MAPE value, which is 38.48 using 80% training data and 20% testing data. The prediction results show that from year 2018 to 2030, the value of API will decrease from 0.45 to 0.016.

Copyrights © 2019






Journal Info

Abbrev

jissh

Publisher

Subject

Humanities Environmental Science Law, Crime, Criminology & Criminal Justice Social Sciences

Description

Journal of Indonesian Social Science and Humanities (JISSH) is a peer-reviewed international journal in English organized by Deputy of Social Sciences and Humanities, Indonesian Institute of Sciences (LIPI). It is published biannually and covers all aspects of Indonesia, regional and international ...