Orthogonal rotation in exploratory factor analysis results in ..............
MH SET - 2023, SET Exam - 2023,
Answer: B
Orthogonal rotation results in an identical factor structure and pattern matrix.
In factor analysis the pattern matrix holds the regression weights of variables on factors, and the structure matrix holds the correlations between variables and factors. When factors are rotated orthogonally, as in varimax, they stay uncorrelated, so each weight equals the corresponding correlation and the two matrices are the same.
Correlated factors come from oblique rotation. With orthogonal factors the factor correlation (phi) matrix is the identity matrix, not something else. Higher-order factor analysis needs correlated first-order factors, so it follows oblique, not orthogonal, rotation.
Please log in or register to report this question.