EMBRACE Healthcare Reform: A Comprehensive Analysis of the Next Generation Healthcare System
DOI:
https://doi.org/10.32628/CSEIT251112205Keywords:
Electronic Health Records, Healthcare Reform, Hybrid Care Models, Social Determinants, Value-Based PaymentAbstract
The EMBRACE (Expanding Medical and Behavioral Resources with Access to Care for Everyone) healthcare reform plan represents a comprehensive transformation of the United States healthcare system. This innovative framework integrates multiple healthcare delivery models, combining elements of universal coverage, private insurance markets, and evidence-based medicine while leveraging advanced technology infrastructure. The plan addresses critical challenges in healthcare accessibility, affordability, and quality through a multifaceted approach that includes value-based payment reform, social determinants of health integration, and enhanced digital health solutions. EMBRACE's design emphasizes both preventive care and chronic disease management, supported by robust clinical decision support systems and telemedicine capabilities. The article incorporates community-based initiatives and environmental health programs while maintaining a focus on reducing healthcare disparities and improving outcomes across diverse populations.
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References
Li Hongyan, et al., "Long-Term Trend of Government Health Expenditure Based on the Theory of Structural Change in China," IEEE Second International Conference on Intelligent Computation Technology and Automation, 2009. Available: https://ieeexplore.ieee.org/abstract/document/5288254
OECD, "Health at a Glance 2023: OECD Indicators," OECD Publishing, Paris, 2023. Available: https://www.oecd.org/content/dam/oecd/en/publications/reports/2023/11/health-at-a-glance-2023_e04f8239/7a7afb35-en.pdf
Robert A Berenson, et al.,, "Beyond demonstrations: implementing a primary care hybrid payment model in Medicare," Health Affairs Scholar, Volume 1, Issue 2, August 2023. Available: https://academic.oup.com/healthaffairsscholar/article/1/2/qxad024/7210760
Jason Beckfield, et al., "Healthcare Systems in Comparative Perspective: Classification, Convergence, Institutions, Inequalities, and Five Missed Turns," PMC - National Library of Medicine, PMC5536857, 2013. Available: https://pmc.ncbi.nlm.nih.gov/articles/PMC5536857/
Farah Magrabi, et al., "Artificial Intelligence in Clinical Decision Support: Challenges for Evaluating AI and Practical Implications," Yearb Med Inform. 2019 Apr 25. Available: https://pmc.ncbi.nlm.nih.gov/articles/PMC6697499/
Richard Grol, et al., "Evidence-Based Implementation of Evidence-Based Medicine," The Joint Commission Journal on Quality Improvement, Volume 25, Issue 10, October 1999, Pages 503-513. Available: https://www.sciencedirect.com/science/article/abs/pii/S1070324116304643
Gemert-Pijnen, et al., "Implementation of health technology: Directions for research and practice," Front Digit Health. 2022 Nov 10. Available: https://pmc.ncbi.nlm.nih.gov/articles/PMC9685419/
Xinyue Zhang, et al., "Impact of Electronic Health Record Interoperability on Telehealth Service Outcomes," JMIR Med Inform. 2022 Jan 11. Available: https://pmc.ncbi.nlm.nih.gov/articles/PMC8790688/
Forrest Bohler, et al., "Value-based healthcare payment models: a wolf in sheep’s clothing for patients and clinicians," Annals of Medicine, vol. 56, no. 1, pp. 158-172, 2024. Available: https://www.tandfonline.com/doi/full/10.1080/07853890.2024.2382948
Prasad Saripalli, et al., "Assessment of healthcare claims rejection risk using machine learning," IEEE 19th International Conference on e-Health Networking, Applications and Services (Healthcom), 2017. Available: https://ieeexplore.ieee.org/document/8210758
D. Onchonga, et al., "Integrating social determinants of health in medical education: a bibliometric analysis study," Public Health, Volume 224, November 2023, Pages 203-208. Available: https://www.sciencedirect.com/science/article/pii/S0033350623003347
Ana Belén Espinosa-González, et al., "Challenges in the implementation of primary health care reforms: a qualitative analysis of stakeholders’ views in Turkey," BMJ Open. 2019 Jul 19. Available: https://pmc.ncbi.nlm.nih.gov/articles/PMC6661696/
Andreas Klar, et al., "Going Beyond Digital: Why Hybrid Care is the Future of Health Care," BCG White Paper, 2024. Available: https://media-publications.bcg.com/BCG-Whitepaper-Going-Beyond-Digital-Why-Hybrid-Care-is-the-Future-of-Health-Care.pdf
Ahmed Al Kuwaiti, et al., "A Review of the Role of Artificial Intelligence in Healthcare," J Pers Med. 2023 Jun 5. Available: https://pmc.ncbi.nlm.nih.gov/articles/PMC10301994/
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