Question

In: Statistics and Probability

6. What is the main advantage of using a within subjects ANOVA instead if a Between...

6. What is the main advantage of using a within subjects ANOVA instead if a Between Subjects ANOVA?
why is this advantageous?

Solutions

Expert Solution

Within-subjects factors involve comparisons of the same subjects under different conditions.
Between-subjects factors involve comparisons using different subjects under different conditions.

The main advantage of within-subjects designs is that individual differences in subjects' overall levels of performance are controlled. This is important because subjects invariably will differ greatly from one another.For example If an experiment is conducted comparing four methods of teaching vocabulary and if a one person is used for each of the four teaching methods then  IQ, ability, age and other important variables remain the same in repeated-measures as it is the same person

Other advantages:

  • A within-subjects design can use fewer subjects to detect a desired effect size. Further sample size reductions are possible because each subject is involved with multiple treatments. For example, if an independent groups design requires 20 subjects per experimental group, a repeated measures design may only require 20 total.
  • Fewer subjects need to be recruited, trained, and compensated to complete an entire experiment.

Related Solutions

Explain the sources of variability in one-way between-subjects ANOVA (i.e., independent-measures ANOVA) and one-way within-subjects ANOVA...
Explain the sources of variability in one-way between-subjects ANOVA (i.e., independent-measures ANOVA) and one-way within-subjects ANOVA (i.e., repeated-measures ANOVA)?
Describe the two-way factorial ANOVA for mixed designs (i.e., factorial between/within-subjects ANOVA): What is the purpose...
Describe the two-way factorial ANOVA for mixed designs (i.e., factorial between/within-subjects ANOVA): What is the purpose of factorial ANOVA, what are dependent or “related” means, and what types of predictor/independent and outcome/dependent variables are required?
what is the primary difference between a within subjects and a between subjects design? give an...
what is the primary difference between a within subjects and a between subjects design? give an example of a test used for between subjects design
Explain the major difference between a between-subjects ANOVA and repeated-measures ANOVA in terms of what is...
Explain the major difference between a between-subjects ANOVA and repeated-measures ANOVA in terms of what is being partioned.
Question 69 Using a within-subjects ANOVA design, ______. a. n k participants are each observed one...
Question 69 Using a within-subjects ANOVA design, ______. a. n k participants are each observed one time b. n participants are observed k times c. different participants are observed in each group d. all of these
Factorial ANOVA What’s the difference between a one-way ANOVA and factorial ANOVA? What is a main...
Factorial ANOVA What’s the difference between a one-way ANOVA and factorial ANOVA? What is a main effect? What is an interaction? Which should you interpret first? Be sure you know how to look for main effects and interactions in graphs. Correlation What is a spurious correlation? Why do we care? What types of questions can a correlation analysis answer? What are the 3 main characteristics of a correlation? How do outliers affect a correlational analysis? Regression Which variable goes on...
Answer the within-subjects ANOVA questions using the data below. Use α = 0.05. 1 2 3...
Answer the within-subjects ANOVA questions using the data below. Use α = 0.05. 1 2 3 4 53 26 47 42 51 34 44 44 39 35 34 39 30 12 42 42 39 37 36 34 47 25 35 30 27 24 28 31 a) Compute the preliminary statistics below. SSBG =  ; dfBG =   SSBS =  ; dfBS =   SSE =  ; dfE =   SST =  ; dfT =   b) Compute the appropriate test statistic(s) to make a decision about H0. critical...
Answer the within-subjects ANOVA questions using the data below. Use α = 0.01. 1 2 3...
Answer the within-subjects ANOVA questions using the data below. Use α = 0.01. 1 2 3 4 53 49 47 42 51 39 44 44 39 36 34 39 30 29 46 42 39 37 36 34 26 44 35 30 27 33 28 31 Compute the corresponding effect size(s) and indicate magnitude(s). η2 =   ;  ---Select--- na trivial effect small effect medium effect large effect Conduct Scheffe's Post Hoc Test for the following comparisons: 1 vs. 4: test statistic =   ; significant:  ---Select---...
Answer the within-subjects ANOVA questions using the data below. Use α = 0.05. 1 2 3...
Answer the within-subjects ANOVA questions using the data below. Use α = 0.05. 1 2 3 4 53 49 47 37 51 34 44 44 39 36 34 39 30 34 23 42 39 37 36 34 47 25 35 34 27 33 28 31 a) Compute the corresponding effect size(s) and indicate magnitude(s). η2 =  ;  ---Select--- na trivial effect small effect medium effect large effect b) Make an interpretation based on the results. At least one week differs on the...
Answer the within-subjects ANOVA questions using the data below. Use α = 0.05. 1 2 3...
Answer the within-subjects ANOVA questions using the data below. Use α = 0.05. 1 2 3 4 53 49 21 42 51 34 44 44 31 36 34 39 30 12 46 42 46 37 36 34 47 25 31 30 27 33 28 31 a) Compute the preliminary statistics below. SSBG = _________ ; dfBG = __________ SSBS = _________ ; dfBS = ___________ SSE = __________ ; dfE = ___________ SST = __________ ; dfT = ___________ b)...
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT