The limitations of the multiple regression technique were addressed by Brance et al. (2009) as (i) this technique is practical for exploring the linear relationships between the independent and dependent variables when the relationship follows a straight line, (ii) the dependent and the independent variables should be measured on a continuous scale, and (iii) the multiple regression technique