Performance of Malaysian insurance companies using data envelopment analysis

The purpose of this study is to evaluate the performance of the local insurance in Malaysia for the period 2014-2015. The major challenge in the insurance industry is increasing competition in this market. Besides that, problematic in performance measurement to evaluate performance is another challe...

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Main Authors: Bao, Ng Jia, Rohaizan, Ramlan, Fazeeda, Mohamad, Azlina, Md Yassin
Format: Article
Language:English
Published: Institute of Advanced Engineering and Science 2018
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Online Access:http://umpir.ump.edu.my/id/eprint/29326/1/Performance%20of%20Malaysian%20insurance%20companies%20using%20data%20envelopment.pdf
http://umpir.ump.edu.my/id/eprint/29326/
http://doi.org/10.11591/ijeecs.v11.i3.pp1147-1151
http://doi.org/10.11591/ijeecs.v11.i3.pp1147-1151
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spelling my.ump.umpir.293262022-11-07T08:32:07Z http://umpir.ump.edu.my/id/eprint/29326/ Performance of Malaysian insurance companies using data envelopment analysis Bao, Ng Jia Rohaizan, Ramlan Fazeeda, Mohamad Azlina, Md Yassin HD Industries. Land use. Labor HG Finance The purpose of this study is to evaluate the performance of the local insurance in Malaysia for the period 2014-2015. The major challenge in the insurance industry is increasing competition in this market. Besides that, problematic in performance measurement to evaluate performance is another challenge in insurance industry. 24 local insurance companies involved in this study using quantitative method of Data Envelopment Analysis (DEA) output-orientation CCR model. This study utilizes three inputs and three outputs; operating expenses, equity capital and commission as well as net premium, net investment income, and net incurred claim. The secondary data sources were derived from official data of local insurance companies’ annual report respectively. The DEA-Solver-LV version 8 tools were used to analyze the data that have been collected to evaluate the performance of local insurance company. This DEA model allows integration of the performance for the insurance companies and provides management overall performance evaluation. The results showed that there are 8 efficient companies in 2014 and 9 efficient companies in 2015. The average efficiency score in 2014 was increased from 78.9% to 79.1% in 2015. The findings from this study will benefit the insurance associations in Malaysia, management of insurances companies and policy makers. Institute of Advanced Engineering and Science 2018-09-03 Article PeerReviewed pdf en cc_by_sa_4 http://umpir.ump.edu.my/id/eprint/29326/1/Performance%20of%20Malaysian%20insurance%20companies%20using%20data%20envelopment.pdf Bao, Ng Jia and Rohaizan, Ramlan and Fazeeda, Mohamad and Azlina, Md Yassin (2018) Performance of Malaysian insurance companies using data envelopment analysis. Indonesian Journal of Electrical Engineering and Computer Science, 11 (3). pp. 1147-1151. ISSN 2502-4752 http://doi.org/10.11591/ijeecs.v11.i3.pp1147-1151 http://doi.org/10.11591/ijeecs.v11.i3.pp1147-1151
institution Universiti Malaysia Pahang
building UMP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Pahang
content_source UMP Institutional Repository
url_provider http://umpir.ump.edu.my/
language English
topic HD Industries. Land use. Labor
HG Finance
spellingShingle HD Industries. Land use. Labor
HG Finance
Bao, Ng Jia
Rohaizan, Ramlan
Fazeeda, Mohamad
Azlina, Md Yassin
Performance of Malaysian insurance companies using data envelopment analysis
description The purpose of this study is to evaluate the performance of the local insurance in Malaysia for the period 2014-2015. The major challenge in the insurance industry is increasing competition in this market. Besides that, problematic in performance measurement to evaluate performance is another challenge in insurance industry. 24 local insurance companies involved in this study using quantitative method of Data Envelopment Analysis (DEA) output-orientation CCR model. This study utilizes three inputs and three outputs; operating expenses, equity capital and commission as well as net premium, net investment income, and net incurred claim. The secondary data sources were derived from official data of local insurance companies’ annual report respectively. The DEA-Solver-LV version 8 tools were used to analyze the data that have been collected to evaluate the performance of local insurance company. This DEA model allows integration of the performance for the insurance companies and provides management overall performance evaluation. The results showed that there are 8 efficient companies in 2014 and 9 efficient companies in 2015. The average efficiency score in 2014 was increased from 78.9% to 79.1% in 2015. The findings from this study will benefit the insurance associations in Malaysia, management of insurances companies and policy makers.
format Article
author Bao, Ng Jia
Rohaizan, Ramlan
Fazeeda, Mohamad
Azlina, Md Yassin
author_facet Bao, Ng Jia
Rohaizan, Ramlan
Fazeeda, Mohamad
Azlina, Md Yassin
author_sort Bao, Ng Jia
title Performance of Malaysian insurance companies using data envelopment analysis
title_short Performance of Malaysian insurance companies using data envelopment analysis
title_full Performance of Malaysian insurance companies using data envelopment analysis
title_fullStr Performance of Malaysian insurance companies using data envelopment analysis
title_full_unstemmed Performance of Malaysian insurance companies using data envelopment analysis
title_sort performance of malaysian insurance companies using data envelopment analysis
publisher Institute of Advanced Engineering and Science
publishDate 2018
url http://umpir.ump.edu.my/id/eprint/29326/1/Performance%20of%20Malaysian%20insurance%20companies%20using%20data%20envelopment.pdf
http://umpir.ump.edu.my/id/eprint/29326/
http://doi.org/10.11591/ijeecs.v11.i3.pp1147-1151
http://doi.org/10.11591/ijeecs.v11.i3.pp1147-1151
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score 13.214268