Causal Evidence In Health Decision Making

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Causal evidence in health decision making: methodological …

(3 days ago) WEBBoth causal inference and health decision science aim for providing best causal evidence for informed health decision making. The strengths and limitations of both methods differ and a good understanding of both methods is essential for correct …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9869404/

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(PDF) Causal evidence in health decision making: methodological

(6 days ago) WEBThis process must be based on best available evidence and plausible assumptions. Causal inference and health decision science are two methodological …

https://www.researchgate.net/publication/368301321_Causal_evidence_in_health_decision_making_methodological_approaches_of_causal_inference_and_health_decision_science

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Evidence for Health Decision Making — Beyond Randomized, …

(1 days ago) WEBA core principle of good public health practice is to base all policy decisions on the highest-quality scientific data, openly and objectively derived. 1 Determining …

https://www.nejm.org/doi/full/10.1056/NEJMra1614394

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[PDF] Causal evidence in health decision making: methodological

(1 days ago) WEBThis work reviewed both methods of causal inference and health decision science with the focus on aims, research questions, methods, assumptions, limitations …

https://www.semanticscholar.org/paper/Causal-evidence-in-health-decision-making%3A-of-and-K%C3%BChne-Schomaker/e7e73030725b86f0fbf8d402b00a7a9fe4ca473c

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A powerful methodology to guide health decision-making

(7 days ago) WEBOur goal is to transform data into evidence to support decision making in health,” said Miguel Hernán, Kolokotrones Professor of Biostatistics and Epidemiology …

https://www.hsph.harvard.edu/news/features/a-powerful-methodology-to-guide-health-decision-making-causalab/

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Causal evidence in health decision making: methodological …

(7 days ago) WEBObjectives: Public health decision making is a complex process based on thorough and comprehensive health technology assessments involving the comparison of DOAJ is …

https://doaj.org/article/6b40c59c6f95445e999a3888b4c1bfe5

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Understanding Causation in Healthcare: An Introduction to Critical

(3 days ago) WEBCritical realism is not a methodology or even a theory but a way of thinking (philosophical stance), which can inform investigations into our reality (Archer et al., …

https://journals.sagepub.com/doi/full/10.1177/10497323221105737

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Evidence, policy, impact: WHO guide for evidence-informed …

(2 days ago) WEBEvidence-informed decision-making (EIDM) entails identifying, appraising, and mobilizing the best available evidence for safe and effective health policy and …

https://www.who.int/publications-detail-redirect/9789240039872

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Causal evidence in health decision making: methodological …

(4 days ago) WEBCausal evidence in health decision making: methodological approaches of causal inference and health decision science

https://michaelschomaker.github.io/publication/2022-12-21_causal_evidence/

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How causal information affects decisions Cognitive Research

(4 days ago) WEBCausality is inherently linked to decision-making, as causes let us better predict the future and intervene to change it by showing which variables have the …

https://cognitiveresearchjournal.springeropen.com/articles/10.1186/s41235-020-0206-z

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Conclusion: CauseHealth Recommendations for Making Causal …

(2 days ago) WEBFrom a dispositionalist perspective, what counts as causal evidence is much broader than what is suggested by the current framework. We wish therefore to see the …

https://link.springer.com/chapter/10.1007/978-3-030-41239-5_16

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Causal Evidence and Dispositions in Medicine and Public Health

(Just Now) WEBSince the introduction of evidence-based medicine, there have been discussions about the epistemic primacy of randomised controlled trials (RCTs) for …

https://www.mdpi.com/1660-4601/17/6/1813

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Meaning of Proposed Causal Inference Framework for the JAMA …

(7 days ago) WEBClinical Decision Support; Clinical Implications of Basic Neuroscience; Shared Decision Making and Communication; Sleep Medicine; Sports Medicine;

https://jamanetwork.com/journals/jama/fullarticle/2818747

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Causal Inference in HEOR: Making Complex Decisions in a World …

(5 days ago) WEBSiebert says another reason why causal inference is important in health decision science, and HEOR especially, is the fact that we live in a world with imperfect data, but …

https://www.ispor.org/publications/journals/value-outcomes-spotlight/vos-archives/issue/view/moving-the-needle-on-health-policy-focus-on-outcomes-based-care/causal-inference-in-heor-making-complex-decisions-in-a-world-of-imperfect-data

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Good practices for real‐world data studies of treatment and/or

(2 days ago) WEBIn health care, RWD studies are often the only source of evidence about the effects of a health care intervention in community practice and should be included in …

https://onlinelibrary.wiley.com/doi/10.1002/pds.4297

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Real-World Evidence, Causal Inference, and Machine Learning

(5 days ago) WEBCurrently, there is a high level of interest in real-world evidence (RWE). RWE consists of evidence on patient care and health outcomes that has been developed from real-world …

https://www.valueinhealthjournal.com/article/S1098-3015(19)30132-9/fulltext

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Causal machine learning for predicting treatment outcomes

(Just Now) WEBCausal machine learning (ML) offers flexible, data-driven methods for predicting treatment outcomes including efficacy and toxicity, thereby supporting the …

https://www.nature.com/articles/s41591-024-02902-1

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Challenges of using evidence in managerial decision-making of …

(8 days ago) WEBManagerial Evidence-Based Decision-Making [EBDM] in the primary is a systematic approach that directs the decision-maker in a conscientious, explicit, and …

https://bmchealthservres.biomedcentral.com/articles/10.1186/s12913-023-10409-7

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Overview — Causal Decision Making

(3 days ago) WEBFig. 1 Workflow of the Causal Decision Making.. The Fig 1 depicts the overall structure of this book, which is comprised of three primary components: Causal Structure Learning, …

https://causaldm.github.io/Causal-Decision-Making/Overview.html

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Managing and aggregating group evidence under quality and …

(8 days ago) WEBTrade-offs between quality and quantity arise in an abundance of contexts concerning group decision making. With the starting point being that group members …

https://journals.sagepub.com/doi/10.1177/10434631241253078

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Enhancing vaccination uptake through community engagement: …

(Just Now) WEBIndividuals in poor health are more receptive to community efforts, while those with lower household wealth may face greater challenges in managing disease-related …

https://www.nature.com/articles/s41598-024-61583-5

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Thirty years later, the Women’s Health Initiative provides …

(3 days ago) WEBResearchers from the NHLBI-supported Women’s Health Initiative, the largest women’s health study in the U.S., published findings from a 20-year review that …

https://www.nhlbi.nih.gov/news/2024/thirty-years-later-womens-health-initiative-provides-researchers-key-messages

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Easing the pressure: supporting ICU nurse decision making …

(4 days ago) WEBThe tool will summarize key patient information on one screen.“ICU nurses make hundreds of decisions during a shift and the decision to assist a patient to sit on …

https://nursing.uiowa.edu/news/2024/05/easing-pressure

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Elsevier ClinicalKey AI Wins “AI Innovation Award” in 8th

(Just Now) WEB“ClinicalKey AI makes it possible for clinicians to easily extract precise knowledge from the vast body of clinical information, ensure decisions are based on the …

https://www.globenewswire.com/news-release/2024/05/09/2878940/0/en/Elsevier-ClinicalKey-AI-Wins-AI-Innovation-Award-in-8th-Annual-MedTech-Breakthrough-Awards-Program.html

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The substitution effect of financial and non-financial incentives at

(2 days ago) WEBThe health workforce as a primary resource to meet population healthcare needs, has become a central focus in healthcare reform. A growing body of evidence …

https://bmcmededuc.biomedcentral.com/articles/10.1186/s12909-024-05374-6

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