In: Statistics and Probability
USE THE 5 STEP METHOD TO ANALYZE THE RESEARCH PROBLEM. MAKE SURE TO SHOW COMPLETE WORK. A researcher tests the question of whether participation in community-sponsored services (such as card games, field trips, etc.) increases the quality of life (as rated from 1 to 10) for older Americans. The research implements the treatment over a 6-month period and then, at the end of the treatment period, measures quality of life in the two groups (each consisting of 50 participants over the age of 80 where one group got the services and one group did not). Here are the results you will need to complete the t-test.
No Community Services |
Community Services |
|
Mean |
6.95 |
7.23 |
Standard Deviation |
1.23 |
1.55 |
Ho : µ1 - µ2 = 0
Ha : µ1-µ2 < 0
Level of Significance , α =
0.05
Sample #1 ----> no
community
mean of sample 1, x̅1= 6.95
standard deviation of sample 1, s1 =
1.23
size of sample 1, n1= 50
Sample #2 ---->
community
mean of sample 2, x̅2= 7.230
standard deviation of sample 2, s2 =
1.55
size of sample 2, n2= 50
difference in sample means = x̅1-x̅2 =
6.950 - 7.2300 =
-0.2800
std error , SE = √(s1²/n1+s2²/n2) =
0.2798
t-statistic = ((x̅1-x̅2)-µd)/SE = ( -0.2800
/ 0.2798 ) =
-1.001
p-value = 0.1598 [ excel
function: =T.DIST(t stat,df) ]
Conclusion: p-value>α , Do not reject null
hypothesis
There is not enough evidence to conclude that participation in
community-sponsored services (such as card games, field trips,
etc.) increases the quality of life for older Americans