Appendix D: Data Reduction and Analysis Plan
Using the SPSS software package, data entered from the survey responses were analyzed using the statistical analysis below
Pearson Product Movement
It measures the linear relationship between two interval and ratio-scaled variables. Correlation is significant at the 0.01 or 0.05 level. Sign of the correlation determines the direction of the relationship (positive or negative) and the coefficient of determination gives the degree of association.
T-Test
It assesses whether the means of two groups are statistically different from each other and it is useful to compare the means of two groups.
Multiple Linear Regression
Regression analysis helps to find the best variable between two or more variables. Multiple Regression determine how well the multiple independent variables predict the value of a dependent variable.