In: Statistics and Probability
Researchers want to examine the effect of scent on memory. A total of 9 people were recruited for the study. Each person randomly assigned to one of the three experimental groups. Each person was asked to read a passage from a book. A week later, each study participant was asked to recall as much information as they could from the previously read passage. Researchers determined a score for each subject representing the facts that have been correctly recalled. The data are available in Table 1.
Group 1: Scent is present during a passage reading and during the passage recall
Group 2: No scent is present in either the passage reading or the passage recall
Group 3: Scent is present during the passage reading only
The purpose of this study is to identify whether there are differences between the mean number of facts recalled by the experimental group one week after reading the original passage (α = 0.05).
For this question, conduct a one-way ANOVA by hand (showing all your calculations) to compare the means of these three samples. Remember to follow the steps of hypothesis testing and show your calculations. Also, create a one-way ANOVA summary table showing your results of the analysis (see table 2 for an example).
Make sure to take a photo/scan your work and paste the scanned work or photo to your Word document.
Table 1.
Passage recall scores by group, individual group means, and overall mean.
Group 1(=3) | Group 2(=3) | Group 3(=3) |
22 | 30 | 27 |
33 | 20 | 18 |
29 | 14 | 17 |
(N=9) |
Table 2.
One-way ANOVA Summary Table
Source | SS | DF | MS | Fc | Fα |
Between | |||||
Within | |||||
Total |
Following table shows the group total:
G1 | G2 | G3 | |
22 | 30 | 27 | |
33 | 20 | 18 | |
29 | 14 | 17 | |
Total | 84 | 64 | 62 |
Following table shows the grand total and total of square values:
G | G^2 | |
22 | 484 | |
33 | 1089 | |
29 | 841 | |
30 | 900 | |
20 | 400 | |
14 | 196 | |
27 | 729 | |
18 | 324 | |
17 | 289 | |
Total | 210 | 5252 |
From above table,
Now
Now
Since there are 3 different groups so we have k=3. Therefore degree of freedoms are:
-------------
Now
F test statistics is
The critical value of F using excel function "=FINV(0.05,2,6)" is 5.143.
Since F < 5.143 e reject the null hypothesis. There is no evidence to conclude that there are differences between the mean number of facts recalled by the experimental group one week after reading the original passage
Following is the completed ANOVA:
------------------------------