ArticleThe Milbank quarterly2011
How health care organizations are using data on patients' race and ethnicity to improve quality of care.
Article in The Milbank quarterly, 2011. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers, 1 of them a synthesis that pooled it.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
19 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Behavior change interventions to improve the health of racial and ethnic minority populations: a tool kit of adaptation approaches.The Milbank quarterly · 2013Pooled it
- Article
- Statistical Accuracy of Administratively Recorded Race/Ethnicity in the Military Health System and Race/Ethnicity Ascertained via Questionnaire.Journal of racial and ethnic health disparities · 2026Article
- A scoping review of frameworks that guide race and ethnicity data collection in health settings: Learnings for the Canadian health setting.Canadian journal of public health = Revue canadienne de sante publique · 2026Article
- Experience with sociodemographic data collection in the Canadian paediatric surgical context: A quality improvement initiative.Paediatrics & child health · 2025Article
- Collecting sociodemographic data in primary care: qualitative interviews in community health centres.BJGP open · 2025Article
- Investigation of the role of perceived access to primary care in mediating and moderating racial and ethnic disparities in chronic disease control in the veterans health administration.Health services research · 2024Article
- A Scoping Review of Approaches to Improving Quality of Data Relating to Health Inequalities.International journal of environmental research and public health · 2022Article
- An Electronic Medical Record-Derived Individualized Performance Metric to Measure Risk-Adjusted Adherence with Perioperative Prophylactic Bundles for Health Care Disparity Research and Implementation Science.Applied clinical informatics · 2020Article
- Potential harms associated with routine collection of patient sociodemographic information: A rapid review.Health expectations : an international journal of public participation in health care and health policy · 2019Review
- Evaluating an organization-wide disparity reduction program: Understanding what works for whom and why.PloS one · 2018Article
- Reducing inequity in primary care clinics treating low socioeconomic Jewish and Arab populations in Israel.Journal of public health (Oxford, England) · 2017Article
- Assessing race and ethnicity data quality across cancer registries and EMRs in two hospitals.Journal of the American Medical Informatics Association : JAMIA · 2016Article
- Obstacles to "race equality" in the English National Health Service: Insights from the healthcare commissioning arena.Social science & medicine (1982) · 2016Article
- Improving the Collection of Race, Ethnicity, and Language Data to Reduce Healthcare Disparities: A Case Study from an Academic Medical Center.Perspectives in health information managemen · 2016Article
- Racial and ethnic disparities among enrollees in Medicare Advantage plans.The New England journal of medicine · 2014Article
- Pharmacogenetics in primary care: the promise of personalized medicine and the reality of racial profiling.Culture, medicine and psychiatry · 2013Article
- Geomedicine: area-based socioeconomic measures for assessing risk of hospital reutilization among children admitted for asthma.American journal of public health · 2012Article
- The role of data in health care disparities in Medicaid managed care.Medicare & medicaid research review · 2012Article
Corrections and comments
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Authors and funding
4 authors.
Funding
Abstract
contextRacial and ethnic disparities in the quality of health care are well documented in the U.S. health care system. Reducing these disparities requires action by health care organizations. Collecting accurate data from patients about their race and ethnicity is an essential first step for health care organizations to take such action, but these data are not systematically collected and used for quality improvement purposes in the United States. This study explores the challenges encountered by health care organizations that attempted to collect and use these data to reduce disparities.
methodsPurposive sampling was used to identify eight health care organizations that collected race and ethnicity data to measure and reduce disparities in the quality and outcomes of health care. Staff, including senior managers and data analysts, were interviewed at each site, using a semi-structured interview format about the following themes: the challenges of collecting and collating accurate data from patients, how organizations defined a disparity and analyzed data, and the impact and uses of their findings.
findingsTo collect accurate self-reported data on race and ethnicity from patients, most organizations had upgraded or modified their IT systems to capture data and trained staff to collect and input these data from patients. By stratifying nationally validated indicators of quality for hospitals and ambulatory care by race and ethnicity, most organizations had then used these data to identify disparities in the quality of care. In this process, organizations were taking different approaches to defining and measuring disparities. Through these various methods, all organizations had found some disparities, and some had invested in interventions designed to address them, such as extra staff, extended hours, or services in new locations.
conclusionIf policymakers wish to hold health care organizations accountable for disparities in the quality of the care they deliver, common standards will be needed for organizations' data measurement, analysis, and use to guide systematic analysis and robust investment in potential solutions to reduce and eliminate disparities.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.