Exploring Relationships Using SPSS

Upon completion of this chapter, you will be able to Understand the importance of exploring relationships and their role in evidence-based management. Select and apply the appropriate statistical test to examine relationships. Conduct chi-square tests to evaluate associations between categorical variables using SPSS. Perform Pearson's correlation analysis to measure the strength and direction of relationships between continuous variables. Implement multiple and hierarchical linear regression and assess the incremental value of adding variables in steps. Interpret and report the results of chi-square tests, correlation analysis, and linear regression analyses professionally in APA (American Psychological Association) format.