This is referencing the cleaning and management of datasets in research psychology.

Explain the challenges you might encounter in your experience through the cleaning process and how you might remedy those challenges. Then, explain why it is important to clean and manage data, and why this would be important to generalizability, confidence in accuracy of the results, or psychometric properties.Please provide sources to response.