Title: Using two-stage DEA to measure managerial efficiency change of non-life insurance companies in Taiwan
Authors: Shiuh-Nan Hwang, Tong-Liang Kao
Addresses: School of Management, Ming Chuan University, 250, Chuang Shan North Road, Section 5, Taipei 111, Taiwan. ' Department of Insurance, Tamkang University, 151, Ying Chuan Road, Tamsui, Taipei County 251, Taiwan
Abstract: This paper uses the two-stage Data Envelopment Analysis (DEA), which was firstly used by Seiford and Zhu (1999), and the Malmquist productivity index expressed by Fare et al. (1992), to measure the efficiency change of 17 non-life insurance companies in Taiwan. Marketability was measured in the first stage while profitability was measured in the second stage. In addition, this paper uses OLS and Tobit regression model to examine the factors that significantly influence on the managerial efficiency of non-life insurance industry. Moreover, the entire industry can be partitioned into four clusters based on marketability change and profitability change of a company. Effective management strategies are developed specially to each of the four clusters of non-life insurance company for future management needs.
Keywords: non-life insurance companies; efficiency change; two-stage DEA; OLS regression model; Tobit regression model; data envelopment analysis; Taiwan; marketability; profitability; management strategies; managerial efficiency.
International Journal of Management and Decision Making, 2008 Vol.9 No.4, pp.377 - 401
Published online: 09 Jul 2008 *Full-text access for editors Full-text access for subscribers Purchase this article Comment on this article