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cdsic.ahrq.gov/sites/default/files/2024-08/TPC%20Patient%20Preferences%20Workflow%20Lifeflow_8.15.2.pdf
January 01, 2024 - Considerations for Optimizing the Collection and Use of Patient Preferences
for PC CDS to Reduce Burden … It also offers considerations to reduce patient and clinician
burden. … Burden, presents a list of considerations specific to patients and clinicians to reduce
burden when … Anticoagulation therapy helps reduce the risk of ischemic stroke in AFib patients
and is a real-world … It also offers considerations to reduce patient and
clinician burden.
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cdsic.ahrq.gov/cdsic/patient-preferences-workflow-lifeflow
August 01, 2024 - collection and use of patient preferences for patient-centered clinical decision support (PC CDS) to reduce … data, visualizes these within patient lifeflows and clinical workflows, and offers considerations to reduce
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cdsic.ahrq.gov/cdsic/year-3-viewpoint
February 29, 2024 - This effort is identifying methods for capturing patient preference data in ways that not only reduce … request a reason for not following a recommendation (i.e., the override reason) to improve CDS logic and reduce … SDOH) factors on health outcomes, as well as the potential for CDS tools that leverage SDOH data to reduce
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cdsic.ahrq.gov/cdsic/PAIGE-assessment-report
September 26, 2024 - Large language model (LLM) tools can potentially reduce back-and-forth messaging to respond to patient
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cdsic.ahrq.gov/sites/default/files/2024-09/PAIGE%20Assessment%20Report_Public%20Version.pdf
January 01, 2024 - LLM)-based tools like ChatGPT are increasingly used in health care applications and can potentially
reduce … o While PAIGE reduced cognitive burden, it may not reduce time to communicate with
clinicians. … provide insight into the specific features of AI-based chatbots that will
enable them to save time and reduce … One patient noted that PAIGE felt like an
“intermediary” that would reduce the personal connection with … Using a system like PAIGE would reduce the time required for me to answer patient questions.
1 2 3
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cdsic.ahrq.gov/cdsic/cdsic-stakeholder-community-outreach-center/implementation-adoption-scaling
January 02, 2025 - identifying barriers, opportunities, and resources to achieving PC CDS at scale and developing products that reduce
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cdsic.ahrq.gov/cdsic/AI-perspectives
July 08, 2024 - about the use of AI in PC CDS and believed in AI’s potential to facilitate simple clinical scenarios, reduce
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cdsic.ahrq.gov/sites/default/files/2024-09/Final%20IAS%20PC%20CDS%20Case%20Studies%20Report_2.pdf
January 01, 2024 - Pain Management (CDS4CPM)* ............................... 31
A.4 Enabling Shared Decision Making to Reduce … Enabling Shared Decision
Making to Reduce Harm from
Drug Interactions: An End-to-End
Demonstration … and patient-facing, with tools to support a shared decision making conversation about
treatment to reduce … Leveraging interoperability standards such as
FHIR, SMART, and CDS Hooks can reduce implementation costs … Enabling Shared Decision Making to Reduce Harm from Drug Interactions: An End-to-End
Demonstration.
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cdsic.ahrq.gov/sites/default/files/2024-02/CDSiC%20Stakeholder%20Center%20Quarterly%20Report%20Q4%202023_0.pdf
January 01, 2024 - (Level 3)
The Workgroup will identify methods for capturing patient preference data in
ways that reduce … diagram that
illustrates the optimal process for collecting patient preference data,
considerations to reduce
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cdsic.ahrq.gov/sites/default/files/2024-07/Final%20IAS_AI%20Landscape%20Assessment%206.24.24%20(003).pdf
January 01, 2024 - a patient’s record or from patient–clinician interactions, to make PC CDS tools more
efficient and reduce … from a patient’s
record or patient–clinician interactions, to make PC CDS tools more efficient and reduce … patient portal communications,
serving as a first stop for communication and question answering to reduce … be appropriate for complex decision
making, such as in end-of-life care, because it is difficult to reduce … on providing guidelines for the responsible use of AI in
healthcare, is developing a framework to reduce
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cdsic.ahrq.gov/sites/default/files/2025-06/IAS%20Topic%20Highlight%20AI%20and%20PC%20CDS_508%20Compliant.pdf
January 01, 2025 - This helps reduce
distractions for clinicians during patient care,18 meaning they have more time to … Action Steps To Improve Patient Safety
• Conduct regular monitoring and testing of tools to reduce
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cdsic.ahrq.gov/sites/default/files/2024-10/IAS_Key%20Factors%20and%20Considerations%20for%20Assessing%20the%20Value%20of%20PC%20CDS.pdf
January 01, 2024 - pharmacy claims.14
In a third randomized trial assessing the effect of a CDS intervention designed to reduce … For example, one study team
assessed the 10-year net cost savings of a hospital-wide CPOE system to reduce … The CDS was
designed to reduce the unnecessary use of high-cost imaging in the emergency department.21 … 8
Reducing preventable readmissions can improve healthcare quality, lower healthcare costs, and reduce … activity-
based costing model to estimate cost
savings from implementing a CPOE system
with CDS to reduce
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cdsic.ahrq.gov/sites/default/files/2023-02/Real%20World%20PC%20CDS_Patient-Centered%20CDS%20for%20Postpartum%20Hypertension%20Monitoring_508_Jan26.pdf
January 01, 2023 - Patient-Centered CDS for Postpartum Hypertension Monitoring
Patient-Centered CDS for Postpartum Hypertension Monitoring
At age 42, Brittany McFarland was excited about her first pregnancy after over a year of trying to conceive. All was going well
with the pregnancy until she developed preeclampsia in her third…
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cdsic.ahrq.gov/sites/default/files/2023-09/SMD%20PC%20CDS%20Performance%20Measurement%20Inventory%20User%20Guide_FINAL_9.19.23.pdf
January 01, 2023 - design features that enable or impede use.13 Addressing these
issues through design improvements can reduce … Given the rich literature on efforts to enhance CDS design and reduce
alert fatigue, most of the CDS … Measures and approaches to evaluating the
reasons for alert overrides are needed to
reduce the number … Research on how the integration of patient-
specific factors can reduce fatigue,90 including
how to … Technologic distractions (Part 1): Summary of
approaches to manage alert quantity with intent to reduce
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cdsic.ahrq.gov/sites/default/files/2024-09/Final_MO%20PC%20CDS%20User%20Guide%20(1)_0_0.pdf
January 01, 2024 - performance measures related to patient/caregiver daily activities and
how the proposed PC CDS can reduce … Users should also make efforts to reduce the tool's burden on
patient daily activities (or lifeflows … guide and tool
• Add examples for how to fill out the tool
Burden • Consider formatting changes to reduce … To improve scalability and reduce burden, we aimed to provide only
minimal training. … Patient-Centered Activities
• Efforts to reduce burden of the PC CDS on patient daily activities.
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cdsic.ahrq.gov/sites/default/files/2023-08/SMD%20Workflow%20Measurement%20Approaches%20Report_to%20AHRQ%208.9.23_508.pdf
January 01, 2023 - PC CDS
interventions have been found to both reduce alert fatigue and burnout, but also can increase … Addressing this gap would reduce the need for
developing study-specific assessment tools and
may support
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cdsic.ahrq.gov/sites/default/files/2024-12/OY2%20Innovation%20Center%20Operational%20Framework_508.pdf
January 01, 2024 - patient-centered design principles
■ Accelerate development and use of data
interoperability standards that reduce
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cdsic.ahrq.gov/sites/default/files/2024-02/OY1%20Operations%20Center%20Charter.pdf
January 01, 2024 - transparency
■ Facilitate peer-to-peer exchange and knowledge sharing among CDS stakeholders to reduce
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cdsic.ahrq.gov/sites/default/files/2024-02/IAS%20Workgroup%20Charter_Final.pdf
January 01, 2024 - identifying barriers, opportunities, and resources to achieving PC CDS at scale and developing
products that reduce
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cdsic.ahrq.gov/sites/default/files/2024-12/OY2_Final%20IAS%20Workgroup%20Charter.pdf
January 01, 2024 - identifying barriers, opportunities, and resources to achieving PC
CDS at scale and developing products that reduce