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Answer: As early as possible. Most of the time, the observational or experimental studies consider what type of data analyses may be needed in the conceptual and planning stages. The conceptual stage is often called the brainstorming stage, where there is an open flow of ideas and opinions. The planning stage narrows the focus and culls out the best approaches.

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