Awareness of racial and ethnic bias and potential solutions to address bias with use of health care algorithms

A Jain, JR Brooks, CC Alford, CS Chang… - JAMA Health …, 2023 - jamanetwork.com
Importance Algorithms are commonly incorporated into health care decision tools used by
health systems and payers and thus affect quality of care, access, and health outcomes …

Mitigating Racial And Ethnic Bias And Advancing Health Equity In Clinical Algorithms: A Scoping Review: Scoping review examines racial and ethnic bias in clinical …

MP Cary Jr, A Zink, S Wei, A Olson, M Yan, R Senior… - Health …, 2023 - healthaffairs.org
In August 2022 the Department of Health and Human Services (HHS) issued a notice of
proposed rulemaking prohibiting covered entities, which include health care providers and …

Guiding principles to address the impact of algorithm bias on racial and ethnic disparities in health and health care

MH Chin, N Afsar-Manesh, AS Bierman… - JAMA Network …, 2023 - jamanetwork.com
Importance Health care algorithms are used for diagnosis, treatment, prognosis, risk
stratification, and allocation of resources. Bias in the development and use of algorithms can …

The impact of health care algorithms on racial and ethnic disparities: a systematic review

SM Siddique, K Tipton, B Leas, C Jepson… - Annals of Internal …, 2024 - acpjournals.org
Background: There is increasing concern for the potential impact of health care algorithms
on racial and ethnic disparities. Purpose: To examine the evidence on how health care …

Predicting Race And Ethnicity To Ensure Equitable Algorithms For Health Care Decision Making: Commentary examines the need for accurate race and ethnicity data …

I Cabreros, D Agniel, SC Martino, CL Damberg… - Health …, 2022 - healthaffairs.org
Algorithms are currently used to assist in a wide array of health care decisions. Despite the
general utility of these health care algorithms, there is growing recognition that they may …

Promoting Equity In Clinical Decision Making: Dismantling Race-Based Medicine: Commentary examines promoting equity in clinical decision-making

T Hernandez-Boussard, SM Siddique, AS Bierman… - Health …, 2023 - healthaffairs.org
As the use of artificial intelligence has spread rapidly throughout the US health care system,
concerns have been raised about racial and ethnic biases built into the algorithms that often …

Bridging the digital divide in health care: the role of health information technology in addressing racial and ethnic disparities

L López, AR Green, A Tan-McGrory, RS King… - The Joint Commission …, 2011 - Elsevier
Article-at-a-Glance Background Racial and ethnic disparities in health care have been
consistently documented in the diagnosis, treatment, and outcomes of many common …

[引用][C] Health information technology and the collection of race, ethnicity, and language data to reduce disparities in quality of care

AH Haider, PJ Pronovost - Joint Commission journal on …, 2011 - jointcommissionjournal.com
The Joint Commission Journal on Quality and Patient Safety is believed to be a first step
toward Pay for Performance (P4P). 7 The Centers for Medicare & Medicaid Services reduces …

Algorithmic bias In health care: A path forward

Z Obermeyer, B Powers, C Vogeli… - Health Affairs …, 2019 - healthaffairs.org
Our recent paper in Science showed that an algorithm widely used for population health
management has significant racial bias. The scale of impact is large, affecting health care …

Millions affected by racial bias in health-care algorithm

H Ledford - Nature, 2019 - nature.com
An algorithm widely used in US hospi-tals to allocate health care to patients has been
systematically discriminating against black people, a sweeping analysis has found. The …