The Which Statistical Test links provide guidance of which type of analysis would be applicable to the type of measurement you are using for specific variables. The link for each method / type of analysis provides concise details of how to perform the analysis in SPSS, which are the most appropriate charts and how to report the statisitics including the use of confidence intervals.