Industrial training report at Hospital Raja Perempuan Zainab ii Kota Bharu Kelantan Darul Naim / Muhamed Nain Dollah

The objectives of this study were to identify the pattern of time series data for the totalinpatient admissions, to find the appropriate forecasting model and to forecast the number of monthly inpatient admissions. A data set on monthly inpatient was collected from the Hospital Raja Perempuan Zainab...

Full description

Saved in:

Bibliographic Details
Main Author:	Dollah, Muhamed Nain
Format:	Thesis
Language:	English
Published:	2012
Subjects:	Malaysia Project management
Online Access:	https://ir.uitm.edu.my/id/eprint/33239/1/33239.pdf
Tags:	Add Tag No Tags, Be the first to tag this record!

id	my-uitm-ir.33239
record_format	uketd_dc
spelling	my-uitm-ir.332392020-08-05T05:21:45Z Industrial training report at Hospital Raja Perempuan Zainab ii Kota Bharu Kelantan Darul Naim / Muhamed Nain Dollah 2012-07 Dollah, Muhamed Nain Malaysia Project management The objectives of this study were to identify the pattern of time series data for the totalinpatient admissions, to find the appropriate forecasting model and to forecast the number of monthly inpatient admissions. A data set on monthly inpatient was collected from the Hospital Raja Perempuan Zainab II (HRPZ II), consisting of 108 monthly observations from January 2003 to December 2011. The analyses were conducted by using Univariate Modeling Technique. The six statistical forecasting methods used are naïve forecast, single exponential smoothing, double exponential smoothing, holt’s method, adaptive response rate exponential smoothing (ARRES) and holt’s winters as implemented in the software Minitab and Microsoft Excel. Results showed that the holt’s-winters trend and seasonality forecasting model is the best to use for future forecast for monthly inpatient. Time series analysis is shown to provide a useful, readily available tool for predicting the number of inpatient. The approach and lessons from this experience may assist other hospitals and to conduct their own analysis to aid decision planning 2012-07 Thesis https://ir.uitm.edu.my/id/eprint/33239/ https://ir.uitm.edu.my/id/eprint/33239/1/33239.pdf text en public degree Universiti Teknologi MARA, Kelantan Faculty of Computer and Mathematical Sciences Hj Safii, PM Napisah
institution	Universiti Teknologi MARA
collection	UiTM Institutional Repository
language	English
advisor	Hj Safii, PM Napisah
topic	Malaysia Project management
spellingShingle	Malaysia Project management Dollah, Muhamed Nain Industrial training report at Hospital Raja Perempuan Zainab ii Kota Bharu Kelantan Darul Naim / Muhamed Nain Dollah
description	The objectives of this study were to identify the pattern of time series data for the totalinpatient admissions, to find the appropriate forecasting model and to forecast the number of monthly inpatient admissions. A data set on monthly inpatient was collected from the Hospital Raja Perempuan Zainab II (HRPZ II), consisting of 108 monthly observations from January 2003 to December 2011. The analyses were conducted by using Univariate Modeling Technique. The six statistical forecasting methods used are naïve forecast, single exponential smoothing, double exponential smoothing, holt’s method, adaptive response rate exponential smoothing (ARRES) and holt’s winters as implemented in the software Minitab and Microsoft Excel. Results showed that the holt’s-winters trend and seasonality forecasting model is the best to use for future forecast for monthly inpatient. Time series analysis is shown to provide a useful, readily available tool for predicting the number of inpatient. The approach and lessons from this experience may assist other hospitals and to conduct their own analysis to aid decision planning
format	Thesis
qualification_level	Bachelor degree
author	Dollah, Muhamed Nain
author_facet	Dollah, Muhamed Nain
author_sort	Dollah, Muhamed Nain
title	Industrial training report at Hospital Raja Perempuan Zainab ii Kota Bharu Kelantan Darul Naim / Muhamed Nain Dollah
title_short	Industrial training report at Hospital Raja Perempuan Zainab ii Kota Bharu Kelantan Darul Naim / Muhamed Nain Dollah
title_full	Industrial training report at Hospital Raja Perempuan Zainab ii Kota Bharu Kelantan Darul Naim / Muhamed Nain Dollah
title_fullStr	Industrial training report at Hospital Raja Perempuan Zainab ii Kota Bharu Kelantan Darul Naim / Muhamed Nain Dollah
title_full_unstemmed	Industrial training report at Hospital Raja Perempuan Zainab ii Kota Bharu Kelantan Darul Naim / Muhamed Nain Dollah
title_sort	industrial training report at hospital raja perempuan zainab ii kota bharu kelantan darul naim / muhamed nain dollah
granting_institution	Universiti Teknologi MARA, Kelantan
granting_department	Faculty of Computer and Mathematical Sciences
publishDate	2012
url	https://ir.uitm.edu.my/id/eprint/33239/1/33239.pdf
_version_	1783734228712685568

Industrial training report at Hospital Raja Perempuan Zainab ii Kota Bharu Kelantan Darul Naim / Muhamed Nain Dollah

Similar Items