I have completed my calculations. I need help explaining,"What role if any, gender plays in determining the satisfaction and retention of campus dining facility?"

Q15.) Retention is measured on a 5-point scale (5 categories). Test whether responses to retention variable is independent of gender. Use a significance level of 10%. In the answers, provide test statistics, p-value, and conclusion. Chi- Square Test for Independence Null Hypothesis Ho: Retention and gender are independent Alternative Hypothesis Ha: Retention and gender are not independent Observed Very likely Somewhat likely Neither likely nor unliekly Somewhat unlikely Very unlikely Total Male 25 43 19 VI Female 9 19 Total 34 62 Expected Very likely Somewhat likely Neither likely nor unliekly Somewhat unlikely Very unlikely Total Male 2.7742 1.3871 6.2419 1.3871 1.3871 43 Female 2.1452 2.1452 10.4194 2.7581 1.5323 19 Total 7 7 34 9 5 62 Observed Very likely Somewhat likely Neither likely Somewhat unlikely Very likely Male 0.01838 9.4104 56.3711 22.7127 1.8755 Female 1.6038 0.0098 0.1933 0.2084 0.1428 p-value 3.79E-19 Number of columns test statistic 92.5461 Number of rows ANUI critical value 7.7794 Degrees of freedom