Evaluating Race and Ethnicity Reported in Hospital Discharge Data and Its Impact on the Assessment of Health Disparities
- PMID: 31851043
- DOI: 10.1097/MLR.0000000000001259
Evaluating Race and Ethnicity Reported in Hospital Discharge Data and Its Impact on the Assessment of Health Disparities
Abstract
Background: Improving the collection and quality of race and ethnicity reported in hospital data is a key step in identifying disparities in health service utilization and outcomes and opportunities for quality improvement.
Objective: The objective of this study was to assess the quality of race/ethnicity reported in hospital discharge data and examine the impact on the identification of disparities in select health outcomes in New York City.
Research design: Using the birth certificate as a gold standard, we examined the quality of hospital discharge race/ethnicity and estimated the impact of misclassification on racial/ethnic disparities in severe maternal morbidity and preventable hospitalizations.
Subjects: Delivery hospitalizations from the New York State hospital discharge data (Statewide Planning and Research Cooperative System) linked with 2015 New York City birth certificates.
Measures: Sensitivity and positive predictive value (PPV).
Results: The non-Hispanic white and black race had relatively high sensitivity and PPV. Hispanic ethnicity and Asian race had moderate sensitivity and high PPV, but were often misclassified as "Other." As a result, health disparities may be underestimated for those of Hispanic ethnicity and Asian race, particularly for indicators that use population denominators drawn from another source.
Conclusions: The quality of hospital discharge data varies by race/ethnicity and may underestimate disparities in some groups. Future research should validate findings with other data sources, identify driving factors, and evaluate progress over time.
References
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- Andrews RM. Statewide hospital discharge data: collection, use, limitations, and improvements. Health Serv Res. 2015;50 (suppl 1):1273–1299.
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- Institute of MedicineSmedley BD, Stith AY, Nelson AR, eds. Unequal treatment: confronting racial and ethnic disparities in health care. Washington, DC: National Academies Press (US); 2003.
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- Institute of Medicine. Race, Ethnicity, and Language Data: Standardization for Health Care Quality Improvement. Washington, DC: The National Academies Press; 2009.
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- Andrews RM. Race and ethnicity reporting in statewide hospital data: progress and future challenges in a key resource for local and state monitoring of health disparities. J Public Health Manag Pract. 2011;17:167–173.
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- New York State Department of Health (NYS DOH). Improving and expanding race and ethnicity data collection; 2013. Available at: www.health.ny.gov/statistics/sparcs/training/docs/sparcs_re_webinar_v6.pdf.
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