The single data management step that can help you the most

Decide how you are going to store and analyze your data BEFORE you ever collect a data point.

This single step will save you more work and grief than you can possibly imagine. If possible, after you think you know how you are going to collect and analyze your data, collect some data and work through the whole process to results to make sure you are getting the results you expect and will have enough statistical power in the end to test your hypothesis.

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