We want to check whether people in different age groups experience the happiness in their relationships differently. Participants filled out a questionnaire which included a measure of how happy they were in their relationship (higher scores represent greater happiness). Consider the relationship between happiness and age, as well as the output given below (descriptive statistics for the three age groups, one-way ANOVA output, Tukey post hocs). Based on the given output, give an APA-formatted summary of the results of the hypothesis test examining whether age has a perceived effect on happiness in relationships. Make sure to include which groups are significantly different from each other. Age count mean sd 16-34 years 100 4.23 0. 8022066 35-54 years 100 3.79 0.9774736 55+ years 100 4.17 0.8534541 Df Sum Sq Mean Sq F value Pr( >F) Age 2 11.39 5. 693 7.339 0. 000775 ** Residuals 297 230.41 0. 776 Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 ', ' 0.1 ' ' 1 Tukey multiple comparisons of means 95% family-wise confidence level Fit: aov(formula = Happiness_Score ~ Age, data = happy) $Age diff Lwr upr p adj 35-54 years-16-34 years -0.44 -0. 73341014 -0. 1465899 0. 0013829 55+ years-16-34 years -0. 06 -0.35341014 0. 2334101 0. 8800276 55+ years-35-54 years 0. 38 0. 08658986 0. 6734101 0. 0070093