ArticleJournal of the American Medical Informatics Association : JAMIA2023
A lifecycle framework illustrates eight stages necessary for realizing the benefits of patient-centered clinical decision support.
Article in Journal of the American Medical Informatics Association : JAMIA, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers, 1 of them a synthesis that pooled it.
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Who cites it
16 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Real-World Performance Measurement of Patient-Centered Clinical Decision Support Tools: Qualitative Study.JMIR formative research · 2026Pooled it
- Patient-Centered Summarization Framework for AI Clinical Summarization: Mixed Methods Study.Journal of medical Internet research · 2026Article
- Medical Affairs in the Age of Complexity: From Scientific Support to Strategic Enterprise Integrator.Pharmaceutical medicine · 2026Review
- Measuring what matters- patient and clinician priorities for clinical decision support interactions: a modified Delphi study.BMC medical informatics and decision making · 2026Article
- Engaging Hospital Staff to Identify Levers for Adoption of Clinical Decision Support: Protocol for a Single-Site Case Study Using System Dynamics Group Model Building.JMIR research protocols · 2026Article
- From Pilot to Practice: A Sociotechnical Perspective for Sustainable Adoption of Patient Engagement Technologies.Applied clinical informatics · 2026Article
- From product to knowledge: the life cycle of health technologies 2.0 as a framework for health system improvement.Frontiers in pharmacology · 2026Article
- Assessing physicians' experiences with a clinical decision support system in patient blood management programme: a cross-sectional observational study.BMC health services research · 2025Observational
- Acceptability and Utility of a Web-Based Patient-Completed Clinical Decision Aid for the Differential Diagnosis of Transient Loss of Consciousness: Qualitative Interview Study.JMIR formative research · 2025Article
- Measuring and Demonstrating the Value of Patient Engagement Across the Medicines Lifecycle: A Patient Engagement Impact Measurement Framework.The patient · 2025Article
- Review
- Toward a responsible future: recommendations for AI-enabled clinical decision support.Journal of the American Medical Informatics Association : JAMIA · 2024Article
- Exploring home healthcare clinicians' needs for using clinical decision support systems for early risk warning.Journal of the American Medical Informatics Association : JAMIA · 2024Article
- Patient-centered clinical decision support challenges and opportunities identified from workflow execution models.Journal of the American Medical Informatics Association : JAMIA · 2024Article
- Enhancing Large Language Models for Clinical Decision Support by Incorporating Clinical Practice Guidelines.Proceedings. IEEE International Conference on Healthcare Informatics · 2024Article
- Perspectives on implementing models for decision support in clinical care.Journal of the American Medical Informatics Association : JAMIA · 2023Article
Corrections and comments
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Authors and funding
10 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The design, development, implementation, use, and evaluation of high-quality, patient-centered clinical decision support (PC CDS) is necessary if we are to achieve the quintuple aim in healthcare. We developed a PC CDS lifecycle framework to promote a common understanding and language for communication among researchers, patients, clinicians, and policymakers. The framework puts the patient, and/or their caregiver at the center and illustrates how they are involved in all the following stages: Computable Clinical Knowledge, Patient-specific Inference, Information Delivery, Clinical Decision, Patient Behaviors, Health Outcomes, Aggregate Data, and patient-centered outcomes research (PCOR) Evidence. Using this idealized framework reminds key stakeholders that developing, deploying, and evaluating PC-CDS is a complex, sociotechnical challenge that requires consideration of all 8 stages. In addition, we need to ensure that patients, their caregivers, and the clinicians caring for them are explicitly involved at each stage to help us achieve the quintuple aim.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.