How to Interpret and Report SPSS Results: A Practical Guide for Researchers
How to interpret and report SPSS results correctly You run your analysis, wait for SPSS to finish, and then stare at the output on your screen. There are tables everywhere: coefficients, significance values, standard errors, correlations, R 2 , ANOVA results and several other figures. Then comes the moment of quiet panic. You open Chapter Four of your thesis or research paper, look at the blank page, and think: Now what? Having SPSS output is not the same as understanding your results. SPSS is a calculation tool. It does not know your research questions, understand the theoretical meaning of your variables, or decide which numbers belong in your results section. The real work begins after you click OK . You need to identify which analysis you conducted, determine which statistics answer your research question, interpret those statistics correctly, and communicate the findings without making claims that the analysis cannot support. The goal is not to report everything S...