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What was the research about? Comparative effectiveness research compares two or more treatments to see which one works better for which patients. Electronic healthcare data are useful for this type of research. These data come from medical records and insurance claims. The data include information about how well patients respond to treatments. But many things—not just treatments— affect whether a patient’s health improves.

Methods for Improving Confounding Control in Comparative Effectiveness Research Using Electronic Healthcare Databases