Causal machine learning for predicting treatment outcomes

S Feuerriegel, D Frauen, V Melnychuk, J Schweisthal… - Nature Medicine, 2024 - nature.com
Causal machine learning (ML) offers flexible, data-driven methods for predicting treatment
outcomes including efficacy and toxicity, thereby supporting the assessment and safety of …

Hispanic health in the USA: a scoping review of the literature

E Velasco-Mondragon, A Jimenez… - Public health …, 2016 - Springer
Hispanics are the largest minority group in the USA. They contribute to the economy, cultural
diversity, and health of the nation. Assessing their health status and health needs is key to …

Premium subsidies, the mandate, and Medicaid expansion: Coverage effects of the Affordable Care Act

M Frean, J Gruber, BD Sommers - Journal of health economics, 2017 - Elsevier
Using premium subsidies for private coverage, an individual mandate, and Medicaid
expansion, the Affordable Care Act (ACA) has increased insurance coverage. We provide …

Racial/ethnic and gender disparities in health care use and access

JI Manuel - Health services research, 2018 - Wiley Online Library
Objective To document racial/ethnic and gender differences in health service use and
access after the Affordable Care Act went into effect. Data Source Secondary data from the …

The ACA's impact on racial and ethnic disparities in health insurance coverage and access to care: an examination of how the insurance coverage expansions of the …

TC Buchmueller, HG Levy - Health Affairs, 2020 - healthaffairs.org
Large disparities in health insurance coverage and access to health services have long
persisted in the US health care system. We considered how the insurance coverage …

Social equity and COVID‐19: The case of African Americans

JE Wright, CC Merritt - Public Administration Review, 2020 - Wiley Online Library
Emerging statistics demonstrate that COVID‐19 disproportionately affects African
Americans. The effects of COVID‐19 for this population are inextricably linked to areas of …

Social determinants of racial disparities in CKD

JM Norton, MM Moxey-Mims, PW Eggers… - Journal of the …, 2016 - journals.lww.com
Significant disparities in CKD rates and outcomes exist between black and white Americans.
Health disparities are defined as health differences that adversely affect disadvantaged …

Assessment of racial/ethnic and income disparities in the prescription of opioids and other controlled medications in California

J Friedman, D Kim, T Schneberk… - JAMA internal …, 2019 - jamanetwork.com
Importance Most drug epidemics in the United States have disproportionately affected
nonwhite communities. Notably, the current opioid epidemic is heavily concentrated among …

US health care spending by race and ethnicity, 2002-2016

JL Dieleman, C Chen, SW Crosby, A Liu, D McCracken… - Jama, 2021 - jamanetwork.com
Importance Measuring health care spending by race and ethnicity is important for
understanding patterns in utilization and treatment. Objective To estimate, identify, and …

[HTML][HTML] Understanding and mitigating health inequities—past, current, and future directions

RJ Lavizzo-Mourey, RE Besser… - New England Journal of …, 2021 - Mass Medical Soc
Understanding and Mitigating Health Inequities — Past, Current, and Future Directions |
New England Journal of Medicine Skip to main content The New England Journal of …