skip to main content

ANALISIS KETAHANAN HIDUP PENDERITA DENGUE HEMORRHAGIC FEVER (DEMAM BERDARAH) DENGAN REGRESI COX KEGAGALAN PROPORSIONAL (Studi Kasus : Rumah Sakit Islam Nahdlatul Ulama Demak)

*Putri Qodar Ummayah  -  Departemen Statistika, Fakultas Sains dan Matematika, Universitas Diponegoro, Indonesia
Sudarno Sudarno  -  Departemen Statistika, Fakultas Sains dan Matematika, Universitas Diponegoro, Indonesia
Budi Warsito  -  Departemen Statistika, Fakultas Sains dan Matematika, Universitas Diponegoro, Indonesia
Open Access Copyright 2021 Jurnal Gaussian under http://creativecommons.org/licenses/by-nc-sa/4.0.

Citation Format:
Abstract

Dengue hemorrhagic fever is an acute febrile disease caused by the dengue virus, which enters the human bloodstream through the bite of a mosquito of the genus Aedes Aegypti or Aedes Albopictus. Based on World Health Organization (WHO) records, it is estimated that 500,000 dengue hemorrhagic fever patients require hospital treatment every year and most of the sufferers are children. To analyze the relationship between recovery time in dengue fever patients and the factors that influence it using regression analysis, the dependent variable is the failure time and the function of the response variable tends to fail constant so to find out the relationship using Cox proportional hazard regression. Cox proportional hazard regression is a regression model that is often used in survival analysis. Survival analysis is a method used to describe data analysis in terms of time from the time of origin defined until a certain event occurs. In this study, the recovery time of dengue fever patients as a function of failure is proportional. The observations used by the researchers for each patient were not the same. The population of this study were all patients with dengue fever. The data used was obtained from the medical record section for data on the length of hospitalization of patients regarding the recovery of patients with dengue fever. The conclusion of the research shows that the factors that affect the recovery time of dengue fever patients are hematocrit, platelets, immunoglobulin G, and immunoglobulin M.

 

Fulltext View|Download
Keywords: Dengue; Survival Analysis; Cox Proportional Hazard Regression

Article Metrics:

  1. Afifi, I. 2017. Analisis Ketahanan Hidup Penderita Dengue Hemorrhagic Fever (Demam Berdarah) dengan Regresi Cox Kegagalan Proporsional Sensor Tipe III. Jurnal Gaussian FSM UNDIP. Volume. 6, Nomor 3
  2. Allison, P. D. 1995. Survival Analysis Using SAS®: A Practical Guide. Cary, NC: SAS Institute Inc
  3. Collet, D. 2003. Modelling Survival Data in Medical Research. CRC Press
  4. Kamal, I. 2015. Analisis Lama Kambuh Pasien Hipertensi dengan Sensor Tipe III Menggunakan Regresi Cox Kegagalan Proporsional. Jurnal Gaussian FSM UNDIP. Vol. 4, No. 3
  5. Kementrian Kesehatan RI. 2016. Demam Berdarah Dengue, Jakarta, Kemenkes RI
  6. Lee, E. T., and Wang, J. W. 2003. Statistical Methods for Survival Data Analysis. Canada : John Wiley & Sons, Inc
  7. Safitri, W. 2016. Analisis Ketahanan Hidup Penderita Tuberkulosis dengan Menggunakan Metode Regresi Cox Kegagalan Proporsional. Jurnal Gaussian FSM UNDIP. Vol. 5, No. 4
  8. WHO. 2014. Commission on Ending. Childhood Obesity. Geneva, World Health

Last update:

No citation recorded.

Last update:

No citation recorded.