This chapter shows how to use PROC CORR to compute the coefficient alpha reliability index for a multiple-item scale. It reviews basic issues regarding the assessment of reliability, and describes the circumstances under which a measure of internal consistency is likely to be high. Fictitious questionnaire data are analyzed to demonstrate how you can use the results of PROC CORR to perform an item analysis, thereby improving the reliability of scale responses.
