In: Statistics and Probability
An educational psychologist wants to see the impact of mnemonics
on memory. To test this the psychologist designs a study where
participants are randomly assigned to a mnemonic method or not.
However, before the participants are assigned they are paired for
vocabulary knowledge. All the participants are then asked to read a
passage from a book. A few days later, the participants are asked
to reproduce the passage. Below are the number of correctly
recalled words when reproducing the passage. What can the
psychologist conclude with an α of 0.05?
mnemonic | control |
---|---|
210 596 397 271 332 226 429 348 486 471 |
223 412 402 285 353 243 443 340 582 490 |
a) What is the appropriate test statistic?
---Select--- na OR z-test OR
One-Sample t-test OR Independent-Samples t-test
OR Related-Samples t-test
b)
Condition 1:
---Select--- the book OR correctly recalled words
OR control OR the passage
OR mnemonic
Condition 2:
---Select--- the book OR correctly recalled words
OR control OR the passage
OR mnemonic
c) Input the appropriate value(s) to make a
decision about H0.
(Hint: Make sure to write down the null and alternative hypotheses
to help solve the problem.)
p-value = _____ ; Decision: ---Select--- Reject
H0 OR Fail to reject H0
d) Using the SPSS results,
compute the corresponding effect size(s) and indicate
magnitude(s).
If not appropriate, input and/or select "na" below.
d = _____ ; ---Select--- na
OR trivial effect OR small effect
OR medium effect OR large
effect
r2 = _____ ; ---Select--- na
OR trivial effect OR small effect
OR medium effect OR large
effect
e) Make an interpretation based on the
results.
A) Participants learning the mnemonic method significantly recalled more correct words than those in the control.
B) Participants learning the mnemonic method significantly recalled less correct words than those in the control.
C) There was no significant difference in correctly recalling words between the mnemonic method and the control.
a) related sample t test
b) condition1 = mnemonic
Condition 2 = Control
c)
SAMPLE 1 | SAMPLE 2 | difference , Di =sample1-sample2 | (Di - Dbar)² |
210 | 223 | -13.000 | 151.290 |
596 | 412 | 184.000 | 34114.090 |
397 | 402 | -5.000 | 18.490 |
271 | 285 | -14.000 | 176.890 |
332 | 353 | -21.000 | 412.090 |
226 | 243 | -17.000 | 265.690 |
429 | 443 | -14.000 | 176.890 |
348 | 340 | 8.000 | 75.690 |
486 | 582 | -96.000 | 9082.090 |
471 | 490 | -19.000 | 334.890 |
sample 1 | sample 2 | Di | (Di - Dbar)² | |
sum = | 3766 | 3773.00 | -7.000 | 44808.100 |
mean of difference , D̅ =ΣDi / n =
-0.700
std dev of difference , Sd = √ [ (Di-Dbar)²/(n-1) =
70.5597
std error , SE = Sd / √n = 70.5597 /
√ 10 = 22.3130
t-statistic = (D̅ - µd)/SE = ( -0.7
- 0 ) / 22.3130
= -0.0314
Degree of freedom, DF= n - 1 =
9
p-value =
0.5122 [excel function: =t.dist.rt(t-stat,df)
]
Decision: p-value>α , Fail to reject null
hypothesis
d)
cohen's d = |Dbar/ std dev| = 0.01 (small)
e)
C) There was no significant difference in correctly recalling words between the mnemonic method and the control.