Cronbach’s Alpha Flashcards
Name two alternative definitions for Cronbach’s Alpha
- The mean of all split-half reliabilities
2.Measure of first-factor saturation
Is Cronbach’s Alpha = the means of all split-half reliabilities ?
No, it is similar but not the same
Cronbach’s Alpha deals with ______
Variance and Covariance
What is meant by covariance ?
The amount by which items vary together
Standardized Item Alpha deals with ________
Inter-item correlations and sum of the correlation matrix of each item with each other
Why is Cronbach’s Alpha not equal to the mean of all Split-Half reliabilities ?
Cronbach’s Alpha is calculated by using inter-item variance and Covariance. Split-half reliability relies on covariance which Alpha measures. Cronbach’s Alpha also measures variance, which is not taken into account when when you do correlation. Cronbach’s Alpha also takes measurement error into account, and therefore reduces its score. Therefore, Cronbach’s Alpha will be smaller than than the mean of all split-half reliabilities
What is First-factor saturation ?
The extent to which one factor is present in a test
There is a misconception that CA measures ________
First-factor saturation
What affects CA ?
Bad/poor items
Number of items
Multidimensionality