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Chapter 9: Differences among Groups
SFM 651: Research Methods Dr. Johnson
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T tests Between sample and mean Between independent groups
Between dependent groups
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Sample and mean Is a specific sample different than the mean.
Degrees of freedom N N is number pf participants Use a t-table to decide pg 453 If T is greater than the number shown, it is significant.
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Independent T test 2 samples differ from each other
Most common type of T test Degrees of freedom N1 + N2 - 2
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Effect size Degree to which a treatment influenced the outcome
(M1 – M2) / s M is mean S is standard deviation 0.8 or greater is large
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Dependent T test Difference between 2 sets of data
Degrees of Freedom – N-1
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tails 1 tailed T test 2 tailed T test Can only go in one direction
Can only favor one side – yes or no 2 tailed T test Can go in both directions Could favor either side
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Variance True variance Error variance
Portion of the difference in scores that is real Error variance Portion of the difference that is caused by participant variability
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T vs R R represents the relationship between the independent and dependent variable T test can evaluate the reliability (significance) or the relationship
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Analysis of Variance ANOVA ABC method
Test that allows the evaluation of the null hypothesis between 2 or more groups ABC method A – square each participants score -> sum these scores B – Sum all scores -> Square the sum -> divide by number of participants C – Sum all scores in 1 -> square the sum -> divide by # participants…..same for 2….3…etc -> add all sums
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Factorial ANOVA There is more than 1 independent variable
The more comparisons we do, the more we can tell differences
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Repeated measures ANOVA
Same individual, measured at different points Throwing distance of a child over a 2 year period How do they differ Do they differ
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Other types ANCOVA MANOVA Analysis of Covariance
A combination of regressions and ANOVA Adjusts the dependent variable for a covariate A distractor MANOVA Multivariate Analysis of Variance More than 1 dependent variable
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