Title :
Determinants status of patient after receiving treatment at Intensive Care Unit: A case study in Johor Bahru
Author :
Bin Shafi, Muhammad Ammar ; Bin Rusiman, Mohd Saifullah ; Che Yusof, Nur Syaliza Hanim
Author_Institution :
Fac. of Sci., Technol. & Human Developtment, UTHM, Parit Raja, Malaysia
Abstract :
ICU in terms of Intensive Care Unit was established in Malaysia since 1968. The number of patients receiving treatment at ICU had been increased day by days until now. Rapid development of medical and surgical subspecialties in the last decade resulted in increasing demands for more ICU beds and provides momentum for its development. This study aims to identify the determinants of patient status (alive or died) after receiving treatment in ICU. Secondary data of 1314 patients who received ICU treatment recorded by nurses and doctors using cluster sampling was used. Binary logistic regression was applied in order to identify the determinants of patient status. Based on the results of the logistic regression, this study discovered that patient´s age, days of patients in ICU, comorbid diseases and patient´s discharge score are the factors contributing patients to die after received treatment in ICU.
Keywords :
diseases; patient care; regression analysis; surgery; ICU beds; ICU treatment; Intensive Care Unit; Johor Bahru; Malaysia; binary logistic regression; cluster sampling; comorbid diseases; determinant status; medical subspecialties; patient discharge score; patient status; surgical subspecialties; Analytical models; Discharges (electric); Diseases; Hospitals; Logistics; Predictive models; doctors; grave; patients; status;
Conference_Titel :
Computer, Communications, and Control Technology (I4CT), 2014 International Conference on
Conference_Location :
Langkawi
Print_ISBN :
978-1-4799-4556-6
DOI :
10.1109/I4CT.2014.6914150