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we looked at all different combinations of standardizing fields from standardizing 1 field 2 3 4 and to look and see what made a difference so here's what we found at a high level we found that standardizing address had the greatest impact across all data sets it had the greatest impact standardizing address had the greatest impact on the hospital to hospital exchange with which is consistent with what we're hearing here that inter exchange where different organizations may capture data in different formats address is a field rife for variation right it's often a long text field where people can type in information in different ways so it is a great opportunity for standardization so address was the most effective the second most effective we found was last name standardization that had the second largest effect across these four data sets in combination address and last name interestingly had a synergistic effect while address may have improved accuracy sensitivity specificity positi...
