Brenda is developing a test to identify children who are likely to become "school refusers" (i.e. ,they refuse to attend school).She uses a multivariate statistical method that identifies the underlying constructs that describe the data.Brenda is using ____.
A)regression analysis
B)multivariate analysis of variance
C)factor analysis
D)correlation matrix analysis

Question

Quizplus · Accepted Answer

Brenda is using factor analysis to identify the underlying constructs that describe the data. Factor analysis is a multivariate statistical method used to identify the underlying structure among variables and reduce the data to a smaller set of factors or components. This is particularly useful in identifying patterns of interrelated behaviors or symptoms, which can help in predicting potential school refusal. Regression analysis, multivariate analysis of variance, and correlation matrix analysis are not specifically designed for identifying underlying constructs, but rather for analyzing relationships between variables or groups.

Brenda Is Developing a Test to Identify Children Who Are