Responsible Conduct in Data Management
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Co-principal investigator expresses reservations about using data but eventually agrees to this.
Decision Tree
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Despite agreeing to use the disputed data, the co-principal investigator resolves to include a policy on data use from withdrawing participants for future research projects.

If you wish to pursue further discussion on this topic we suggest you do it within the context of your program, or with your peers and colleagues.