Thanks for the only explanation that answered my questions! However, Should we proceed with Correlation & Multiple regression analysis with the reverse coded data? or it's only for reliability analysis?
Essentially every analysis (correlation; multiple regression; t-test; etc.) should be conducted on the reverse coded data, not just a reliability analysis.
A great presentation. Thanks. I usually prefer SPSS over R for Psychometrics. I am still a beginner though. Any good books recommended for Psychometrics with SPSS?