How can researchers effectively address and reconcile any discrepancies or contradictions between qualitative and quantitative data in order to ensure the overall credibility and reliability of their research findings?

Researchers can address discrepancies between qualitative and quantitative data by conducting a thorough analysis of the data to identify potential sources of inconsistency. They can also triangulate the data by comparing and contrasting findings from both types of data to identify patterns or themes. Additionally, researchers can use mixed methods approaches to integrate qualitative and quantitative data, allowing for a more comprehensive understanding of the research topic. Finally, transparency in reporting the methods used to collect and analyze data can help ensure the credibility and reliability of the research findings.