10th Annual International Conference on Industrial Engineering and Operations Management

Analyzing the Efficiency of the Top Non-Life Insurance Companies in the Philippines: Derivation of Common Weights in Data Envelopment Analysis (DEA) using Goal Programming Approach

REX AURELIUS ROBIELOS
Publisher: IEOM Society International
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Track: Graduate Student Paper Competition
Abstract

Aside from the financial and technical ratio and parameters currently used by the Insurance Commission, this paper proposes and develops a measure of efficiency derived using two-stage dynamic network Data Envelopment Analysis, a non-parametric linear programming approach as an alternative in evaluating the performance of the non-life insurance sector. Using balanced panel data acquired from financial reports from 2015-2017 of the top non-life insurers of the Philippines based on 2017 Gross Premiums Written (GPW), goal programming was used to develop a set of common weights to be applied to the said insurers for the following variables: operations expenses; benefit, claims and expenses; general administrative expenses; direct premiums written; reinsurance premiums; net income and investment income, to compute for their respective efficiencies. Results revealed that by comparing the average normalized overall efficiency scores across 3 years, DMU3 is the most efficient among all. Moreover, DMUs 1 and 4 have also obtained the maximum efficiency for year 2016 and 2017, respectively. Strengths and techniques of the said efficient DMUs were also presented and discussed in this paper.

Published in: 10th Annual International Conference on Industrial Engineering and Operations Management, Dubai, United Arab Emirates

Publisher: IEOM Society International
Date of Conference: March 10-12, 2020

ISBN: 978-1-5323-5952-1
ISSN/E-ISSN: 2169-8767