What to do with contradictory data

This toolkit focuses on the issue of data integration within mixed methods (qualitative/quantitative) research. One of the main issues facing many mixed methods researchers is the question of how to integrate data, with the particular problem of ‘contradictory’ data. Mixed methods research is perhaps particularly prone to ‘contradictions’ in data because of the different categories and levels of analysis, as well as contrasting explanatory logics, that are employed. This toolkit discusses different approaches to the issue of integration and ‘contradictory’ data.