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Health Equity

Race Adjustment in Clinical Algorithms and Other Clinical Decision-making Tools

This special issue of Health Equity hopes to contribute to this growing body of knowledge regarding the de-implementation efforts needed to holistically address and eradicate race essentialism from practice and education. Specifically, this issue highlights scholarship in the following areas:

  • Historical origins of race adjustment in medicine, clinical decision-making tools, and artificial intelligence tools in medicine;

  • Current activities, successes, and challenges around removal of race from clinical decision-making tools at the institution- and system-level and its impact on patient outcomes;

  • City, state, and federal policies and policy analysis supporting removal of race adjustment from clinical decision-making tools; and

  • Programs, interventions, and policies intended to interrupt or end algorithmic racial discrimination in medicine and health care.

We hope this publication captures the latest work in addressing race-based medicine and facilitate the adaptation and implementation of initiatives to correct and mitigate the harmful effects of racial discrimination in health care. As we chart the next steps of this movement—which include equitable transplantation access, federal changes in Medicaid and Medicare policy on use of race-based algorithms, biases in artificial intelligence, application of public health critical race praxis (PHCRP) in research, to name a few emerging areas—remaining abreast of current and needed work will be essential to realizing a more equitable, just, and healthy society.

From the Guest Editorial, written by Guest Editors Michelle Morse, Adriana M. Joseph, Chandra Ford, Ruqaiijah Yearby, and Nichola Davis.

Download Free Articles

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Health Equity Journal: Special Issue Guest Editorial

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Challenging Race-Based Medicine Through Historical Education About the Social Construction of Race

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Critical Appraisal for Racial and Ethnic Equity in Clinical Prediction Models Extension: Development of a Critical Appraisal Tool Extension to Assess Racial and Ethnic Equity-Related Risk of Bias for Clinical Prediction Models

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Promoting Anti-Racism in Clinical Practice: Lessons Learned in the Process of Removing the Race Coefficient from the Estimated Glomerular Filtration Rate Algorithm

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Z60.5/(En)Coded

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The Self-Fulfilling Process of Clinical Race Correction: The Case of Eighth Joint National Committee Recommendations

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Effects of Race and Gender Classifications on Atherosclerotic Cardiovascular Disease Risk Estimates for Clinical Decision-Making in a Cohort of Black Transgender Women

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Eliminating Algorithmic Racial Bias in Clinical Decision Support Algorithms: Use Cases from the Veterans Health Administration

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Race Correction and Algorithmic Bias in Atrial Fibrillation Wearable Technologies

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Racial Disparities Among Predicted Bronchopulmonary Dysplasia Risk Outcomes in Premature Infants Born <30 Weeks Gestation


Download Free Articles

Download Icon

Health Equity Journal: Special Issue Guest Editorial

Download Icon

Challenging Race-Based Medicine Through Historical Education About the Social Construction of Race

Download Icon

Critical Appraisal for Racial and Ethnic Equity in Clinical Prediction Models Extension: Development of a Critical Appraisal Tool Extension to Assess Racial and Ethnic Equity-Related Risk of Bias for Clinical Prediction Models

Download Icon

Promoting Anti-Racism in Clinical Practice: Lessons Learned in the Process of Removing the Race Coefficient from the Estimated Glomerular Filtration Rate Algorithm

Download Icon

Z60.5/(En)Coded

Download Icon

The Self-Fulfilling Process of Clinical Race Correction: The Case of Eighth Joint National Committee Recommendations

Download Icon

Effects of Race and Gender Classifications on Atherosclerotic Cardiovascular Disease Risk Estimates for Clinical Decision-Making in a Cohort of Black Transgender Women

Download Icon

Eliminating Algorithmic Racial Bias in Clinical Decision Support Algorithms: Use Cases from the Veterans Health Administration

Download Icon

Race Correction and Algorithmic Bias in Atrial Fibrillation Wearable Technologies

Download Icon

Racial Disparities Among Predicted Bronchopulmonary Dysplasia Risk Outcomes in Premature Infants Born <30 Weeks Gestation