Causal Evidence In Health Care

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Causal evidence in health decision making: methodological …

(3 days ago) WEBCausal inference and health decision science are two methodological approaches providing information to help guide decision making in health care. Both approaches are quantitative methods that use statistical and modeling techniques and …

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

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Causal Evidence and Dispositions in Medicine and …

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

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

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Causal Evidence and Dispositions in Medicine and Public Health

(1 days ago) WEBAbstract. Since the introduction of evidence-based medicine, there have been discussions about the epistemic primacy of randomised controlled trials (RCTs) for …

https://pubmed.ncbi.nlm.nih.gov/32168791/

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The importance of causal relationships in medicine and health care

(3 days ago) WEBThe study of causal relationships is essential to medicine and health care (Figure 2.1).In treating a patient, the decision to offer a treatment is based on the assumption that that …

https://academic.oup.com/book/24610/chapter/187896403

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Case study research and causal inference BMC Medical Research

(9 days ago) WEBCase study methodology is widely used in health research, but has had a marginal role in evaluative studies, given it is often assumed that case studies offer little …

https://bmcmedresmethodol.biomedcentral.com/articles/10.1186/s12874-022-01790-8

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Real-World Evidence for Causal Inference—Are We Ready?

(6 days ago) WEBIn the propensity score matching of patients from the Korea Acute Myocardial Infarction Registry–National Institutes of Health (KAMIR-NIH) registry with an acute myocardial …

https://www.mayoclinicproceedings.org/article/S0025-6196(23)00477-9/fulltext

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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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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 …

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 ML can help in generating new clinical evidence. For RCTs, causal ML may determine specific patient cohorts within the population that might respond …

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

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Reliable Real-World Evidence for Equitable Health Care

(6 days ago) WEBMission: To improve health by empowering a community to collaboratively generate the evidence that promotes better health decisions and better care A multi-stakeholder, …

https://www.cs.wustl.edu/~lu/cse531a/slides/causalML.pdf

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How to gain evidence for causation in disease and therapeutic

(Just Now) WEBResearchers, clinicians, and patients have good reasons for wanting answers to causal questions of disease and therapeutic intervention. This paper uses …

https://link.springer.com/article/10.1007/s11019-022-10096-x

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Why Causal Inference Matters to Nurses: The Case of Nurse …

(8 days ago) WEBSince the early 1990s researchers have steadily built a broad evidence base for the association between nurse staffing and patient outcomes. However, the majority …

https://ojin.nursingworld.org/MainMenuCategories/ANAMarketplace/ANAPeriodicals/OJIN/TableofContents/Vol-21-2016/No2-May-2016/Why-Causal-Inference-Matters-to-Nurses.html

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Causality, Complexity and Evidence in Health Sciences – A

(8 days ago) WEBIt is the business of pharmacovigilance to evidence causal failure: when the effects of the drugs are unexpected. Simply knowing that a medicine can affect or …

https://causehealthblog.org/

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Factors influencing the commissioning and implementation of …

(8 days ago) WEBDespite several interventions demonstrating benefit to people living with dementia and their caregivers, few have been translated and implemented in routine …

https://archpublichealth.biomedcentral.com/articles/10.1186/s13690-024-01283-8

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How an increase in income affects the use of dental care services …

(8 days ago) WEBIn order to further describe the study population, Table 2 summarizes the pre-experimental use of dental care services in the study groups (a two-year period …

https://bmchealthservres.biomedcentral.com/articles/10.1186/s12913-024-10933-0

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Many mental-health conditions have bodily triggers - The Economist

(Just Now) WEBPrevious attempts to find causal mechanisms for mental-health conditions have run into difficulty. In 2013 the National Institute of Mental Health, an American …

https://www.economist.com/science-and-technology/2024/04/24/many-mental-health-conditions-have-bodily-triggers

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Healthcare Ethical AI Lab (HEAL) OHSU

(6 days ago) WEBCausal inference methodologies are utilized to identify relationships in healthcare outcomes, with counterfactual reasoning models supporting evidence-based decision …

https://www.ohsu.edu/school-of-medicine/medical-informatics-and-clinical-epidemiology/healthcare-ethical-ai-lab-heal

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Ten Things to Know About Consolidation in Health Care Provider …

(6 days ago) WEBAs policymakers and regulators pay more attention to consolidation in health care provider markets, this brief examines and summarizes the evidence about …

https://www.kff.org/health-costs/issue-brief/ten-things-to-know-about-consolidation-in-health-care-provider-markets/

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The importance of causal relationships in medicine and health care

(3 days ago) WEBThe study of causal relationships is essential to medicine and health care (Ex. 1.1).In treating a patient, the decision to offer a treatment is based on the assumption that that …

https://academic.oup.com/book/16544/chapter/172338877

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The Courage to Follow the Evidence on Transgender Care

(6 days ago) WEBIt is about what the health care approach should be, and how best to help the growing number of children and young people who are looking for support from the …

https://www.nytimes.com/2024/04/18/opinion/transgender-care-cass-report.html

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Mental health crisis centers look to provide care that busy ERs

(7 days ago) WEBMental health care both before and after crisis is often out of reach. A large part of the problem, said Ken Duckworth, chief medical officer of the National Alliance on …

https://www.statnews.com/2024/04/26/crisis-centers-empath-units-er-alternative-for-mental-health/

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How to gain evidence for causation in disease and therapeutic

(3 days ago) WEBPart one: evidence for disease causation. The most enduring model of disease causation (i.e., how a disease begins, develops, and acts within an organism) is …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9427919/

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