Efficiency Measurement of Selected Insurance Companies Using Two-Stage DEA Models along with Window Analysis

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ALIREZAEE MOHAMMAD REZA; CHERAGHALI ZAHRA; Rakhshan Fatemeh

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Paper Information

Journal: IRANIAN JOURNAL OF INSURANCE RESEARCH (SANAAT-E-BIMEH) Year:2017 | Volume:31 | Issue:4 (124) Page(s): 1-24

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Title

Efficiency Measurement of Selected Insurance Companies Using Two-Stage DEA Models along with Window Analysis

Author(s)

ALIREZAEE MOHAMMAD REZA | CHERAGHALI ZAHRA | Rakhshan Fatemeh | Issue Writer Certificate

Keywords

Data envelopment analysisQ1

insurance companiesQ1

EfficiencyQ2

two-stage processesQ1

Window analysisQ2

Abstract

In recent years, evaluation of insurance companies is taken into consideration by many researchers. Evaluation of insurance companies has an important effect on the improvement of their performance. Data envelopment analysis (DEA) is one of the most popular methods of performance assessment. In this paper, two-stage DEA Window analysis is used to study the changes in Efficiency rates of five insurance companies from 2010 to 2013. Considering the role of two-stage DEA models and their development in recent years, we use one of the newest two-stage processes that has eliminated the drawbacks of earlier models. We employ the outputs of this model for deriving the measures filling the Window analysis cells. The first and second stage Efficiency scores respectively reflect marketing performance and profitability of the insurance company. The results show that inefficient companies have weak performance in the second stage between 2010 and 2013. To fix this problem, the insurance companies should approach intermediate levels of Efficiency. Our findings show that for some companies there is a significant gap between the initial and optimal intermediate measures.

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APA: Copy

ALIREZAEE, MOHAMMAD REZA, CHERAGHALI, ZAHRA, & Rakhshan, Fatemeh. (2017). Efficiency Measurement of Selected Insurance Companies Using Two-Stage DEA Models along with Window Analysis. IRANIAN JOURNAL OF INSURANCE RESEARCH (SANAAT-E-BIMEH), 31(4 (124) ), 1-24. SID. https://sid.ir/paper/100932/en

Vancouver: Copy

ALIREZAEE MOHAMMAD REZA, CHERAGHALI ZAHRA, Rakhshan Fatemeh. Efficiency Measurement of Selected Insurance Companies Using Two-Stage DEA Models along with Window Analysis. IRANIAN JOURNAL OF INSURANCE RESEARCH (SANAAT-E-BIMEH)[Internet]. 2017;31(4 (124) ):1-24. Available from: https://sid.ir/paper/100932/en

IEEE: Copy

MOHAMMAD REZA ALIREZAEE, ZAHRA CHERAGHALI, and Fatemeh Rakhshan, “Efficiency Measurement of Selected Insurance Companies Using Two-Stage DEA Models along with Window Analysis,” IRANIAN JOURNAL OF INSURANCE RESEARCH (SANAAT-E-BIMEH), vol. 31, no. 4 (124) , pp. 1–24, 2017, [Online]. Available: https://sid.ir/paper/100932/en

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