The aim of this paper is to measure the efficiency of insurance companies in Saudi Arabia using data envelopment analysis (DEA), to analyse the effectiveness of underwriting processes primarily inputs and outputs are determined. Moreover, this study aims at comparing the efficiency of Takaful and cooperative in the year 2014. Taking into account two main approaches of this technique and considering a sample of 23 insurance companies, we show that the results revealed that insurance companies do not operate efficiently. Also, a classification of companies allows to discover that on average, Takaful insurance are relatively more efficient than cooperative insurance companies. The main finding of this paper is the need for better resource allocation in the cooperative insurance companies' systems, because some Takaful insurance companies have resource surplus and in other cooperative ones it is observed a lack of resources.
Abstract:In many real applications, the data of classification problems cannot be precisely measured. However, in an increasingly complex environment, these variables can be imprecise, qualitative or linguistic. In such a case, fuzzy set theory seems to be the convenient tool to fill this insufficiency. Thus, we proposed a new approach, based on the ranking function, which consists in solving the classification problems via fuzzy linear programming model. This approach has been applied for the financial distress firms. The obtained results are satisfactory in terms of correctly classified rates
scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.