What does the following output from a factor analysis tell us?
A) The sample size is sufficient, but there is multicollinearity in the data.
B) The sample size is inadequate, and there is multicollinearity in the data.
C) The sample size is adequate, and the correlations in the correlation matrix are significantly bigger than zero.
D) The sample size is adequate, but the correlations in the correlation matrix are not big enough.

Question

What does the following output from a factor analysis tell us? 
A) The sample size is sufficient, but there is multicollinearity in the data. 
B) The sample size is inadequate, and there is multicollinearity in the data. 
C) The sample size is adequate, and the correlations in the correlation matrix are significantly bigger than zero. 
D) The sample size is adequate, but the correlations in the correlation matrix are not big enough.

Quizplus · Accepted Answer

The output indicates that the sample size is adequate, and the correlations in the correlation matrix are significantly bigger than zero. This suggests that there are strong relationships among the variables, which can be useful for identifying underlying factors through factor analysis. There is no indication of inadequate sample size or multicollinearity in the data.

What Does the Following Output from a Factor Analysis Tell