Using Social Determinants of Health Data in Machine Learning Reduced Bias

December 20, 2022acoAI, health disparities, SDOH

Published in Circulation: Heart Failure, a recent study conducted by Northwestern Medicine researchers found that adding social determinants of health (SDOH) data into machine learning models led to less bias when predicting outcomes for heart failure patients. Healthcare bias can lead to detrimental outcomes for patients. For example, in April, a study published in PLOS digital health found that digital health…

Inclusion In Health Technology Assessments: The First Step Toward Equity

November 10, 2021Garrett SchmittNo CommentsBlack Lives Matter, COVID-19, health disparities, health equity, health inequity, health technology, health technology assessments, healthcare disparities, healthcare equity, healthcare inequity, healthcare technology, HTAs, racism, structural racism

Many researchers working on health technology assessments (HTAs) are keen to address disparities in health care. But the COVID-19 pandemic and recent prominence of the Black Lives Matter movement have cast a bright spotlight on structural racism in the US and elsewhere, showing that addressing health disparities after they are established is both too late and…

Steve Klasko on diverging from the ‘natural order of things’ to move health care forward

November 2, 2021Garrett SchmittNo CommentsApple, community health, creativity, digital health, health care, health disparities, health inequity, healthcare, healthcare innovation, Jefferson Health, SPAC, Steve Jobs, Steve Klasko, structural health disparities

Welcome to the “Lessons from the C-suite” series, featuring Advisory Board President Eric Larsen’s conversations with the most influential leaders in health care. In this edition, Dr. Steve Klasko, CEO of Jefferson Health, talks with Eric about revelations in a Barnes & Noble, navigating “principled” growth, and how he approaches health care through an “old…

Addressing Social Determinants of Health Closes Health Disparities

October 26, 2021Garrett SchmittNo Commentshealth disparities, Population Health, Population Health Management, racial disparities, SDOH, social determinants of health

A cancer care delivery model that specifically accounts for social determinants of health not only improved overall cancer survival rates, but closed racial health disparities in cancer care outcomes, researchers reported at the American Society for Radiation Oncology (ASTRO) annual meeting. Particularly, the healthcare delivery model—which included protocol to flag and address social determinants of health—improved cancer…

If we’re not careful, value-based care could worsen health disparities

September 7, 2021Garrett SchmittNo CommentsCMMI, CMS, health disparities, health equity, health inequity, heath outcomes, SDOH, social determinants, social determinants of health, value-based care, vbc

Decades in the making, the transition to value-based care may soon be complete. In June, Liz Fowler, the new deputy administrator of the Centers for Medicare & Medicaid Services (CMS) and director of its Center for Medicare & Medicaid Innovation (CMMI), suggested that CMS may soon require providers to be reimbursed based on patient outcomes. This…

Educational Attainment Emerges as SDOH Predicting Health Disparities

July 5, 2021Garrett SchmittNo Commentseducation, educational attainment, health disparities, SDOH

Educational attainment is one of the key social determinants of health influencing health disparities, with individuals without a high school education facing the greatest barriers to wellness, according to the inaugural America’s Health Rankings Health Disparities Report from United Health Foundation. Particularly, the report found stark health disparities in mental and behavioral health among those…

Leveraging innovative health technology solutions to combat social determinants of health

June 9, 2021Garrett SchmittNo CommentsChronic Care Management, COVID-19, Data, EMRs, health disparities, health technology, information sharing, remote patient monitoring, SDOH, technology, Telehealth

Nearly every chronic health condition has an increased prevalence with declining income; in fact, the life expectancy of the wealthiest American is ten to fifteen years longer than that of the poorest. Health disparities negatively affect people who experience larger obstacles to achieving optimal health due to lack of access to care. Healthcare systems face…

Time To Set Aside The Term ‘Low-Value Care’—Focus On Achieving High-Value Care For All

May 21, 2021Garrett SchmittNo CommentsCOVID-19, health disparities, high-value care, low-value care, SDOH

“Low-value care” has been defined as care in which the potential for harm far outweighs possible benefits. When one has the opportunity to consider the phrase in conjunction with its definition, it evokes the notion that patients, their clinicians, and care team are discussing several dimensions of care, weighing the “pros” and “cons,” and arriving…

Social Determinants of Health Hampered COVID-19 Prevention Habits

May 7, 2021Garrett SchmittNo CommentsCOVID-19, health disparities, SDOH

Social determinants of health were strongly associated with whether or not an individual with heart disease adopted measures to prevent the spread of COVID-19, according to a study that draws attention to health disparities. The study, presented at the American College of Cardiology’s 70th Annual Scientific Session, is based on a survey that examined COVID-19…

Green Space, Social Determinants of Health Spur Health Disparities

April 29, 2021Garrett SchmittNo CommentsCOVID-19, green space, health disparities, SDOH

Green space, an increasingly recognized social determinant of health, has been linked to lower racial health disparities related to the novel coronavirus, according to researchers from the University of Illinois Urbana-Champaign. These findings offer another view of the racial health disparities seen during the pandemic. Thus far, most investigations into COVID-19 racial health disparities have looked…

Recent Posts

  • Three Lies And A Truth About ACO Data For APP Reporting
  • CMS Execs Describe ‘Universal Foundation’ to Align Quality Measures
  • RECORDED WEBINAR: Closing the Gaps: The REACH Model, Population Health, and the Diabetic Eye Exam
  • Building Relationships to Improve Access to Healthcare, Improve Health Equity
  • Considering Disability in Social Determinants of Health Referrals
 
  • Main Lobby
  • Exhibit Hall
  • Events
  • Exhibit With Us
  • Board Room
  • Library
  • Contact Us