The remainder is organized as follows. Section 2 presents a literature survey and forms hypotheses for the empirical part. Section 3 describes the data set. Section 4 discusses the limitations of a linear econometric model and provides an extension to the ordered probit model. It also points out econometric issues and the interpretation of the ordered probit coefficients.Section 5 provides the main results and the sensitivity analysis. Finally, section 6 concludes.