Implementasi Metode Runtun Waktu dalam Pemodelan Total Harga Alat Kedokteran dan Kesehatan

Daniar Wahyu Laraswati, Achmad Fauzan
{"title":"Implementasi Metode Runtun Waktu dalam Pemodelan Total Harga Alat Kedokteran dan Kesehatan","authors":"Daniar Wahyu Laraswati, Achmad Fauzan","doi":"10.34312/jjps.v4i1.17873","DOIUrl":null,"url":null,"abstract":"Hospital is an institution or health service that provides total individual health care by providing outpatient, inpatient, and emergency services. The health services that will be provided are promotive, preventive, and rehabilitative services. One of the efforts to improve the quality of hospital services is to provide good health services. In terms of supporting the health services provided, a health management is needed. The high price of medical supplies and equipment is due to several other factors causing hospitals to be able to make plans in the procurement of medical equipment and hospital medicine. Therefore, the author uses the Autoregressive Moving Average (ARMA) method in this study to predict the Total Price of Medical and Health Equipment Needed at the Sleman Regional General Hospital in the coming period. Based on the analysis that has been found, one significant and best ARMA model is obtained with the AIC value of 223.92 with equation  and the MAPE value of 18.78%, which means the accuracy of the forecasting is 81.22%.","PeriodicalId":315674,"journal":{"name":"Jambura Journal of Probability and Statistics","volume":"232 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-05-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Jambura Journal of Probability and Statistics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.34312/jjps.v4i1.17873","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

Abstract

Hospital is an institution or health service that provides total individual health care by providing outpatient, inpatient, and emergency services. The health services that will be provided are promotive, preventive, and rehabilitative services. One of the efforts to improve the quality of hospital services is to provide good health services. In terms of supporting the health services provided, a health management is needed. The high price of medical supplies and equipment is due to several other factors causing hospitals to be able to make plans in the procurement of medical equipment and hospital medicine. Therefore, the author uses the Autoregressive Moving Average (ARMA) method in this study to predict the Total Price of Medical and Health Equipment Needed at the Sleman Regional General Hospital in the coming period. Based on the analysis that has been found, one significant and best ARMA model is obtained with the AIC value of 223.92 with equation  and the MAPE value of 18.78%, which means the accuracy of the forecasting is 81.22%.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
在医疗和卫生工具的总规划中,时间消耗方法的实施
医院是通过提供门诊、住院和急诊服务来提供个人全面医疗保健的机构或卫生服务机构。将提供的保健服务包括促进、预防和康复服务。提高医院服务质量的努力之一是提供良好的保健服务。在支持所提供的保健服务方面,需要健康管理。医疗用品和设备的高价格是由于其他几个因素导致医院能够在采购医疗设备和医院药品方面制定计划。因此,本研究采用自回归移动平均(ARMA)方法对Sleman地区综合医院未来一段时间的医疗卫生设备需求总价进行预测。在此基础上,得到了一个具有显著性和最佳的ARMA模型,其AIC值为223.92,MAPE值为18.78%,预测精度为81.22%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Comparing Logistic Regression and Support Vector Machine in Breast Cancer Problem Prediksi Jumlah Wisatawan Menggunakan Metode Random Forest, Single Exponential Smoothing dan Double Exponential Smoothing di Provinsi NTB Perbandingan Fuzzy Time Series Lee untuk Meramalkan Nilai Tukar Petani di Provinsi Gorontalo Implementasi Metode Runtun Waktu dalam Pemodelan Total Harga Alat Kedokteran dan Kesehatan Analisis Faktor-Faktor Penghambat Penyelesaian Studi Mahasiswa Program Studi Matematika Universitas Sulawesi Barat Menggunakan PLS-SEM
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1