Dynamic panel investigation of the determinants of South African commercial banks’ operational efficiency

In this research, the authors proposed a new method to evaluate borrowers’ credit risk and quality of financial statements information provided. They use qualitative and quantitative criteria to measure the quality and the reliability of its credit customers. Under this statement, the authors evaluate 35 features that are empirically utilized for forecasting the borrowers’ credit behavior of a Greek Bank. These features are initially selected according to universally accepted criteria. A set of historical data was collected and an extensive data analysis is performed by using non parametric models. Our analysis revealed that building simplified model by using only three out of the thirty five initially selected features one can achieve the same or slightly better forecasting accuracy when compared to the one achieved by the model uses all the initial features. Also, experimentally verified claim that universally accepted criteria can’t be globally used to achieve optimal results is discussed.

The selection of financing is a top priority for businesses, particularly in short- and long-term investment decisions. Mixing debt and equity leads to decisions on the financial structure for businesses. This research analyzes the moderate position of company size and the interest rate in the capital structure over six years (2013–2018) for 29 listed Pakistani enterprises operating in the sugar market. This research employed static panel analysis and dynamic panel analysis on linear and nonlinear regression methods. The capital structure included debt to capital ratio, non-current liabilities, plus current liabilities to capital as a dependent variable. Independent variables were profitability, firm size, tangibility, Non-Debt Tax Shield, liquidity, and macroeconomic variables were exchange rates and interest rates. The investigation reported that profitability, firm size, and Non-Debt Tax Shield were significant and negative, while tangibility and interest rates significantly and positively affected debt to capital ratio. This means the sugar sector has greater financial leverage to manage the funding obligations for the better performance of firms. Therefore, the outcomes revealed that the moderators have an important influence on capital structure.

Financial performance is the fundamental aspect to test the performance of the companies. The performance of insurance sector, like any other service industry, is supposed to depend significantly on customers. When it comes to customers, it is an established fact that customer satisfaction would be an important element. Customer satisfaction primarily depends on the quality of service it gets. It can be safely hypothesized that better service quality would lead to higher satisfaction, which would ultimately lead to higher profits for the company. Studies on this relationship in the insurance sector for Saudi Arabia are missing. Hence, this study aims at studying both the profitability of companies and quality of service and tries to relate it to customer satisfaction. The results are quite surprising, as the study establishes that although the qualities of services are found wanting in many areas, companies are earning good profits. A probable reason could be the statutory nature of the services. Nevertheless, this study recommends improving the quality of services and differentiating services between age groups for further improvement.