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The framework builds on and considers whether each element of the PICOTS framework for well-structured research questions is adequately captured to allow for viable reliance on EHR and claims data for that specific scientific question. Practical examples and discussion of the limitations of RWD for research are given along with approaches for interpretation of analyses using RWD.The vendor qualification assessment (VQA) process is regarded as expensive and time consuming but there is no quantitative data characterizing and benchmarking this process. The Tuf