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The Challenges of Identifying and Mitigating Racial Bias in Predictive Models
On this episode of Managed Care Cast, we interview the lead author of a paper in the Health IT issue of The American Journal of Managed Care.
In recent years, predictive models in medicine have become increasingly popular what with the continued integration of artificial intelligence and data technology into health care. However, these models can carry the risk of bias depending on which individuals make up the data sets.
The close relationship between health care and technology also raises a myriad of questions when it comes to regulation, accountability, and model implementation.
In this month’s Health Information Technology special issue of The American Journal of Managed Care®, Paige Nong, a PhD candidate in public health at the University of Michigan, and colleagues present research on facilitating informed decision-making and communicating equity issues when integrating predictive models into care.
On this episode of Managed Care Cast, Nong outlines how the researchers carried out their study, the ethical challenges of combining computer science with health, and next steps for combatting bias in predictive models.
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Insurance Payer Is Associated With Length of Stay After Traumatic Brain Injury
February 21st 2025Among hospitalized patients with traumatic brain injury, Medicaid fee-for-service was associated with longer hospital stays than private insurance and Medicaid managed care organizations.
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Varied Access: The Pharmacogenetic Testing Coverage Divide
February 18th 2025On this episode of Managed Care Cast, we speak with the author of a study published in the February 2025 issue of The American Journal of Managed Care® to uncover significant differences in coverage decisions for pharmacogenetic tests across major US health insurers.
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NSCLC Advancements Offer Hope, but Disparities Persist
February 20th 2025Ioana Bonta, MD, Georgia Cancer Specialists, discusses the evolving state of non-small cell lung cancer (NSCLC) treatments, their impact on patient outcomes, and the need to address ongoing disparities in these populations.
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Adapting ACA Access Amid Medicaid Transition and Policy Reversals: Molly Dean
February 19th 2025As enrollment shifts to the Affordable Care Act (ACA) marketplace following the unwinding of Medicaid and the Trump administration begins to implement health policy changes, Molly Dean, MSW, Siftwell's policy advisor, shares insight on how to adapt.
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Cardiovascular Magnetic Resonance Highlights Sex-Specific Characteristics in Aortic Stenosis
February 19th 2025This multicenter study sheds more light on sex-based differences in aortic stenosis (AS) and argues the benefits of using cardiovascular magnetic resonance (CMR) to assess sex-based risks in AS.
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