Data analysis methods depend on the type of data collected. For quantitative data, statistical analysis using software like SPSS or SAS may be appropriate. For qualitative data, content analysis, thematic analysis, or coding using software like NVivo may be used. Mixed-methods studies may require both types of analysis.