Geographical And Socioeconomic Analysis In Peninsular Malaysia

This study aims to develop a pioneer composite area-based index of socioeconomic deprivation, namely the General Index of Deprivation (GID) using Principal Component Analysis (PCA). The proposed GID which is based on combined resources of census data, administrative registration data, vital statisti...

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Main Authors: Fam, Soo Fen, Ismail, Noriszura, Jemain, Abdul Aziz
Format: Article
Language:English
Published: Medwell Journals 2017
Subjects:
Online Access:http://eprints.utem.edu.my/id/eprint/22824/3/Geographical%20And%20Socioeconomic%20Analysis%20In%20Peninsular%20Malaysia.pdf
http://eprints.utem.edu.my/id/eprint/22824/
http://docsdrive.com/pdfs/medwelljournals/sscience/2017/1695-1704.pdf
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spelling my.utem.eprints.228242021-08-24T02:47:50Z http://eprints.utem.edu.my/id/eprint/22824/ Geographical And Socioeconomic Analysis In Peninsular Malaysia Fam, Soo Fen Ismail, Noriszura Jemain, Abdul Aziz H Social Sciences (General) HC Economic History and Conditions This study aims to develop a pioneer composite area-based index of socioeconomic deprivation, namely the General Index of Deprivation (GID) using Principal Component Analysis (PCA). The proposed GID which is based on combined resources of census data, administrative registration data, vital statistics and insurance data of eighty-one Administrative Districts (ADs) in Peninsular Malaysia in 2000 can be used to provide a greater understanding and interpretation of the distribution of socio-economic patterns across the ADs. This study also measures the overall and the local clustering in socio-economic deprivation across ADs in Peninsular Malaysia using Global and Local Moran’s I. Further, visualizations of the patterns of socio-economic deprivation based on the proposed GID and the locations of spatial clusters based on the Local Moran’s I are implemented by using choroplate maps. The results of GID indicate that the ADs can be ranked and classified into four quartiles; the most affluent, the moderately affluent, the moderately deprived and the most deprived. The majority of affluent areas were located in the westcoast of Peninsular Malaysia whereas the most deprived areas were mainly scattered in the Northeast of Peninsular Malaysia. The results of Global Moran’s I suggests significant and positive global spatial autocorrelation across spatial weights of the ADs. In addition, the results on Local Moran’s I show strong spatial disparities of socioeconomic deprivation in several ADs, indicating the importance of considering geographic localization and spatial condition of each AD for allocating resources and implementing efficient policies in Peninsular Malaysia. Medwell Journals 2017 Article PeerReviewed text en http://eprints.utem.edu.my/id/eprint/22824/3/Geographical%20And%20Socioeconomic%20Analysis%20In%20Peninsular%20Malaysia.pdf Fam, Soo Fen and Ismail, Noriszura and Jemain, Abdul Aziz (2017) Geographical And Socioeconomic Analysis In Peninsular Malaysia. The Social Sciences, 12 (9). pp. 1695-1704. ISSN 1818-5800 http://docsdrive.com/pdfs/medwelljournals/sscience/2017/1695-1704.pdf 10.3923/sscience.2017.1695.1704
institution Universiti Teknikal Malaysia Melaka
building UTEM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknikal Malaysia Melaka
content_source UTEM Institutional Repository
url_provider http://eprints.utem.edu.my/
language English
topic H Social Sciences (General)
HC Economic History and Conditions
spellingShingle H Social Sciences (General)
HC Economic History and Conditions
Fam, Soo Fen
Ismail, Noriszura
Jemain, Abdul Aziz
Geographical And Socioeconomic Analysis In Peninsular Malaysia
description This study aims to develop a pioneer composite area-based index of socioeconomic deprivation, namely the General Index of Deprivation (GID) using Principal Component Analysis (PCA). The proposed GID which is based on combined resources of census data, administrative registration data, vital statistics and insurance data of eighty-one Administrative Districts (ADs) in Peninsular Malaysia in 2000 can be used to provide a greater understanding and interpretation of the distribution of socio-economic patterns across the ADs. This study also measures the overall and the local clustering in socio-economic deprivation across ADs in Peninsular Malaysia using Global and Local Moran’s I. Further, visualizations of the patterns of socio-economic deprivation based on the proposed GID and the locations of spatial clusters based on the Local Moran’s I are implemented by using choroplate maps. The results of GID indicate that the ADs can be ranked and classified into four quartiles; the most affluent, the moderately affluent, the moderately deprived and the most deprived. The majority of affluent areas were located in the westcoast of Peninsular Malaysia whereas the most deprived areas were mainly scattered in the Northeast of Peninsular Malaysia. The results of Global Moran’s I suggests significant and positive global spatial autocorrelation across spatial weights of the ADs. In addition, the results on Local Moran’s I show strong spatial disparities of socioeconomic deprivation in several ADs, indicating the importance of considering geographic localization and spatial condition of each AD for allocating resources and implementing efficient policies in Peninsular Malaysia.
format Article
author Fam, Soo Fen
Ismail, Noriszura
Jemain, Abdul Aziz
author_facet Fam, Soo Fen
Ismail, Noriszura
Jemain, Abdul Aziz
author_sort Fam, Soo Fen
title Geographical And Socioeconomic Analysis In Peninsular Malaysia
title_short Geographical And Socioeconomic Analysis In Peninsular Malaysia
title_full Geographical And Socioeconomic Analysis In Peninsular Malaysia
title_fullStr Geographical And Socioeconomic Analysis In Peninsular Malaysia
title_full_unstemmed Geographical And Socioeconomic Analysis In Peninsular Malaysia
title_sort geographical and socioeconomic analysis in peninsular malaysia
publisher Medwell Journals
publishDate 2017
url http://eprints.utem.edu.my/id/eprint/22824/3/Geographical%20And%20Socioeconomic%20Analysis%20In%20Peninsular%20Malaysia.pdf
http://eprints.utem.edu.my/id/eprint/22824/
http://docsdrive.com/pdfs/medwelljournals/sscience/2017/1695-1704.pdf
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score 13.160551