Question

In: Statistics and Probability

An educational psychologist wants to see the impact of mnemonics on memory. To test this the...

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.

Solutions

Expert Solution

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.


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