MEASURING TECHNICAL EFFICIENCY OF INSURANCE COMPANIES USING DYNAMIC NETWORK DEA: AN INTERMEDIATION APPROACH
Измерение технической эффективности страховых компаний с использованием динамического сетевого DEA: интермедиационный подход
2018-10-01
SCID: 54.1/yfzmszce
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dynamic network DEAintermediation approachinvestment capabilitypremium accumulationtechnical efficiency
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Abstract (AI)
This study measures technical efficiency of the Malaysian insurance companies using a new framework for performance efficiency, built on the intermediation approach, by decomposing the complex service processes of insurance companies into two functional divisions, premium accumulation and investment capability. The study employs a dynamic network data envelopment analysis for performance evaluation of insurer (life, general and composite insurers) and ownership (local and foreign) types, spanning the period 2007–2014. The findings reveal a lack of efficiency in the investment capability function among local insurers as compared to their foreign counterparts. While the composite or non-specialized segment performs better in the investment capability function, the general segment achieves better efficiency in the premium accumulation function. The results suggest the high usage of input quantities and lack of total investment as key reasons for low efficiency, particularly among the local insurers. Implications for business excellence for insurance companies are further discussed.
Key Findings
1
A dynamic network DEA framework decomposes insurance-company efficiency into premium accumulation and investment capability functions using an intermediation approach.
2
Composite insurers perform better in investment capability, whereas general insurers achieve higher efficiency in premium accumulation.
3
Local insurers are less efficient than foreign insurers in investment capability, with excessive input quantities and insufficient total investment identified as key causes.
4
The findings identify function-specific efficiency patterns and provide implications for improving insurance-company business excellence.
5
The study evaluates Malaysian life, general, and composite insurers, distinguishing local and foreign ownership, over 2007–2014.
Research Object
Malaysian insurance companies, including life, general, and composite insurers classified by local and foreign ownership, during 2007–2014
Research Subject
Technical efficiency of the premium accumulation and investment capability divisions, including differences across insurer segments and ownership types and the input and investment factors underlying inefficiency
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2018-10-01
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