Sentence examples for based on billing data from inspiring English sources

This was achieved by reviewing charts of all patients who presented with postoperative reintubation based on billing data.

Athletes' charts were identified based on billing information.

Because these data are based on billing records submitted by clinicians for reimbursement, they are less prone to underreporting than are routine surveillance data that require additional documentation.

The hospital discharge data are based on billing records and are compiled by the Illinois Hospital Association IHAA).

Our administrative data for Pap smears were based on billing codes submitted by laboratories and physician billing codes as detailed in Additional file 1. Laboratory billings would not have been affected by EMR implementation.

An important limitation of the study by Lindenauer et al. is that all the data on their patients were based on billing records, and not direct clinical measurements.

The data used in this study are based on billing numbers that may be shared by multiple physicians.

Cost valuations for physician visits were based on billing codes from the Alberta Health Care Insurance Plan Medical Benefits Price List (April 2009) [ 25].

Children were classified as having congenital hypothyroidism based on billing codes and having filled a prescription for thyroid hormone treatment.

Caution is needed in the conduct and interpretation of studies based on physician billing data; strong understanding of the way in which physicians use billing codes and the percentage of physicians who perform the procedure of interest that bill for it is needed.

Caution is, therefore, needed in the conduct and interpretation of studies based on physician billing data; strong understanding of the way in which physicians use billing codes and the percentage of physicians who perform the procedure of interest that bill for it is needed.