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The effective use of data is foundational to the concept of a learning health system?one that leverages and shares data to learn from every patient experience, and feeds the results back to clinicians, patients and families, and health care executives to transform health, health care, and health equity. More than ever, the American health care system is in a position to harness new technologies and new data sources to improve individual and population health. Learning health systems are driven by multiple stakeholders?patients, clinicians and clinical teams, health care organizations, academic institutions, government, industry, and payers. Each stakeholder group has its own sources of data,...
In 2016, the National Academy of Medicine (NAM) hosted a series of meetings, which was sponsored by the Patient-Centered Outcomes Research Institute, with support from NAM's Executive Leadership Network. The series underscored the importance of partnerships between researchers and health system leadership and considered opportunities to build institutional capacity, cross-institutional synergy, and system-wide learning. During these meetings, health system executives, researchers, and others discussed building infrastructure that simultaneously facilitates care delivery, care improvement and evidence development. The vision is a digital system-wide progress toward continuous and seamless lea...
To advance insights and perspectives on how to better manage the care of the high-need patient population, the National Academy of Medicine, with guidance from an expert planning committee, was tasked with convening three workshops held between July 2015 and October 2016. The resulting special publication, Effective Care for High-Need Patients: Opportunities for Improving Outcomes, Value, and Health, summarizes the presentations, discussions, and relevant literature.
Health services research is "the multidisciplinary field of scientific investigation that studies how social factors, financing systems, organizational structures and processes, health technologies, and personal behaviors affect access to health care and the quality and cost of health care." Since the 1960s, health services research has provided the foundation for progress, effectiveness, and value in health care. Ironically, at a time in which appreciation has never been higher for both the need and potential from health services research, the political and financial support for sustenance and growth appear to be weakening. With funding support from AcademyHealth, the American Association o...
The emergence of artificial intelligence (AI) in health care offers unprecedented opportunities to improve patient and clinical team outcomes, reduce costs, and impact population health. While there have been a number of promising examples of AI applications in health care, it is imperative to proceed with caution or risk the potential of user disillusionment, another AI winter, or further exacerbation of existing health- and technology-driven disparities. This Special Publication synthesizes current knowledge to offer a reference document for relevant health care stakeholders. It outlines the current and near-term AI solutions; highlights the challenges, limitations, and best practices for ...
Health services research has provided the foundation for progress, effectiveness, and value in health care. However, the political and financial support for it appear to be weakening, when federal support has never been more critical. Now is the time for the field to transform to meet the needs of a 21st-century health care system.
It is essential for patients and clinicians to have the resources needed to make informed, collaborative care decisions. Despite this need, only a small fraction of health-related expenditures in the United States have been devoted to comparative effectiveness research (CER). To improve the effectiveness and value of the care delivered, the nation needs to build its capacity for ongoing study and monitoring of the relative effectiveness of clinical interventions and care processes through expanded trials and studies, systematic reviews, innovative research strategies, and clinical registries, as well as improving its ability to apply what is learned from such study through the translation an...
Evidence-based medicine arose from a clear need and represents a major advance in the science of clinical decision making. Despite broad acceptance of evidence-based medicine, however, a fundamental issue remains unresolved: evidence is derived from groups of people, yet medical decisions are made by and for individuals. Despite persistent assertions from clinicians that determining the best therapy for each patient is a more complicated endeavor than just picking the best treatment on average, traditional approaches have been overly reliant on the average effects estimated from the outcomes of clinical trials. This Special Publication is based on a workshop, held by the National Academy of ...
Clinical research ethics consultation has emerged in the last 15 years as a service to those involved in the conduct of clinical research who face challenging issues for which more than one course of action may be justified. To respond to a growing field and need for opportunities to share knowledge and experience, the Clinical Research Ethics Consultation Collaborative, established in 2014, holds monthly webinars for its 90 members to present their most challenging cases to each other and engage in substantive discussion. Every year, the group selects the four most interesting cases with accompanying commentaries for publication in the American Journal of Bioethics. This timely book brings ...
Recent scientific and technological advances have accelerated our understanding of the causes of disease development and progression, and resulted in innovative treatments and therapies. Ongoing work to elucidate the effects of individual genetic variation on patient outcomes suggests the rapid pace of discovery in the biomedical sciences will only accelerate. However, these advances belie an important and increasing shortfall between the expansion in therapy and treatment options and knowledge about how these interventions might be applied appropriately to individual patients. The impressive gains made in Americans' health over the past decades provide only a preview of what might be possib...