In: Statistics and Probability
A psychologist is interested in the effects of animal therapy on kids who have an anxiety disorder. She knows that the population mean on a test of anxiety for these kids is 24.7 with a standard deviation of 3.9. She collects a sample of 27 children and exposes them to therapy dogs for a period of 6 months. She then tests their anxiety levels and obtains a mean of 22.3.
A. Test the hypothesis that therapy influences anxiety in children with an anxiety disorder. Use an alpha level of .05 (two-tails): State the hypotheses. Draw distribution/rejection region(s)/critical value(s). State the test statistic and state decision and communicate results.
B. Compute a 95% confidence interval for the mean anxiety of kids who undergo animal therapy.
C. Compute the effect size and interpret it using Cohen’s guidelines.
given data are:-
sample mean () = 22.3
sample size (n) = 27
population sd () = 3.9
a).hypothesis:-
test statistic be:-
z critical value for alpha=0.05, both tailed test be:-
rejection region:-
decision:-
.....so, we reject the null hypothesis.
conclusion:-
there is sufficient evidence to claim that therapy influences anxiety in children with an anxiety disorder at 0.05 level of significance.
b).the 95% confidence interval for the mean anxiety of kids who undergo animal therapy is:-
c)the effect size is:-
interpretation:-
the difference between mean anxiety level in kids before and after exposing them to therapy dogs for a period of 6 months is relatively medium (0.6 standard deviations)
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