Performance of Malaysian Insurance Companies Using Data Envelopment Analysis
Эффективность малайзийских страховых компаний с использованием анализа среды функционирования
2018-09-01
SCID: 54.1/g5dda5cg
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CCR modelData Envelopment AnalysisInsurance companiesMalaysiaTechnical efficiency
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Abstract (AI)
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.
Key Findings
1
Average efficiency improved slightly from 78.9% in 2014 to 79.1% in 2015.
2
Efficiency is assessed using operating expenses, equity capital, and commissions as inputs, and net premiums, investment income, and incurred claims as outputs.
3
Eight insurance companies were efficient in 2014, increasing to nine efficient companies in 2015.
4
The DEA framework provides an integrated performance assessment relevant to insurance management, industry associations, and policymakers.
5
The study evaluates 24 Malaysian local insurance companies during 2014–2015 using an output-oriented CCR Data Envelopment Analysis model.
Research Object
24 local insurance companies in Malaysia during 2014–2015
Research Subject
Their performance and efficiency, measured using output-oriented CCR Data Envelopment Analysis based on operating expenses, equity capital, commission, net premium, net investment income, and net incurred claims
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2018-09-01
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