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VOLUME 47 | NUMBER 1.1 | FEBRUARY 2012


Accuracy of Data Entry of Patient Race/Ethnicity/Ancestry and Preferred Spoken Language in an Ambulatory Care Setting

Keywords: Racial/ethnic differences in health and health care; health care organizations and systems; demography; survey research and questionnaire design; quality of care/patient safety (measurement).

Objective: To describe data collection methods and to audit staff data entry of patient self-reported race/ethnicity/ancestry and preferred spoken language (R/E/A/L) information.

Data Source/Study Setting: Large mixed payer outpatient health care organization in Northern California, June 2009.

Study Design: Secondary analysis of an audit planned and executed by the Department of Clinical Services.

Data Collection/Extraction Methods: We analyzed concordance between patient written responses and staff data entry.

Principal Findings: The data entry accuracy rate across questions was high, ranging from 92 to 97 percent. Inaccuracies were due to human error (62 percent), flaws in system design (2 percent), or some combination of both (35 percent).

Conclusions: This study highlights the high accuracy of patient self-reported R/E/A/L data entry and identifies some areas for improvement in staff training and technical system design to facilitate further progress.

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