What factors might influence the particular data collection method that is used within a research study?

Gathering and analyzing data is a critical aspect of the research process. Consider the various methods of producing evidence and respond to the following:

What factors might influence the particular data collection method that is used within a research study?
How will those data collection methods and analysis impact the study results?
What strategies might be used for data collection in a qualitative study, and how are those strategies similar to and different from strategies used in a quantitative study?

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