Table 5: Chi-square Test Results.

Chi-Square DF P-Value Independent
Age Pearson 0.281 3 0.964 Yes
Likelihood Ratio 0.281 3 0.964
Educational Attainment Pearson 4.393 3 0.222 Yes
Likelihood Ratio 4.532 3 0.209
Gender Pearson 7.393 3 0.06 Yes*
Likelihood Ratio 7.773 3 0.051
Geography Pearson 2.896 3 0.408 Yes
Likelihood Ratio 2.914 3 0.405
Occupation Pearson 1.875 3 0.599 Yes
Likelihood Ratio 1.93 3 0.587