- To use the data without any changes.
- To urgently highlight potential for information bias due to inconsistent data collection and to develop strategies to assess and mitigate this bias.
- To assume data are perfect.
- To only analyze a subset of the data.
153. A critical situational research project involves using pre-existing administrative data for analysis. The biostatistician notes that the data collection methods were not standardized. What is the urgency for concern?
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