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cdsic.ahrq.gov/cdsic/innovation-center/measurement-value
interventions work for patients and clinicians requires approaches, methods, and tools to measure how effectively
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cdsic.ahrq.gov/cdsic/cdsic-stakeholder-community-outreach-center/trust-patient-centeredness
January 02, 2025 - For PC CDS to effectively support patients, caregivers, and care teams in making decisions, it must be
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cdsic.ahrq.gov/cdsic/srf-patientprefstandards
August 01, 2023 - Conduct research and engage in collaborations to effectively capture patient preferences, including how
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cdsic.ahrq.gov/sites/default/files/2025-03/Operations%20Center%20OY2%20Charter_508.pdf
January 01, 2025 - Objectives
The objectives of the Operations Center are as follows:
■ Effectively govern the CDSiC … ■ Ensuring that as appropriate, the CDSiC can effectively support the dissemination of CDSiC
relevant
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cdsic.ahrq.gov/sites/default/files/2024-09/AHRQ%20Final%20TPC%20SDOH%20Action%20Plan.pdf
January 01, 2024 - This action plan identifies five key needs to effectively integrate social risk factor data into
PC … CDS researchers must prioritize investigations that can be used to develop PC CDS tools
that effectively … This lack of uniformity makes it challenging for EHRs to effectively integrate, aggregate, store,
visualize … This action plan identifies five key needs that must be fulfilled to effectively integrate social risk … While recent efforts have made progress, the evidence base around effectively
using social risk factor
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cdsic.ahrq.gov/sites/default/files/2024-09/PAIGE%20Assessment%20Report_Public%20Version.pdf
January 01, 2024 - time and effort to
collect and synthesize patient-reported information for the clinician to respond effectively … time and
effort needed to gather enough information from the patient for the clinician to respond effectively … needs and symptoms from the beginning, enabling providers to respond to messages more
efficiently and effectively … The change in my voice has made it challenging for me to communicate effectively in
my daily activities
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cdsic.ahrq.gov/sites/default/files/2023-08/Final%20TPC%20P3_Source%20Credibility%20to%20AHRQ%208.2.23_508c%20Version.pdf
January 01, 2023 - • Strategies: Further work is needed to determine which practices effectively improve
source credibility … health records (EHRs) and/or health IT developers creating effective tools;47 and
• PC CDS tools effectively … delivering recommendations; and
• clinicians effectively translating and communicating PC CDS recommendations … believing that this clinician is aware of past harms, sensitive to patient
concerns, and likely to effectively … health records (EHRs) and/or health IT developers creating effective tools;47
and
• PC CDS tools effectively
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cdsic.ahrq.gov/sites/default/files/2024-02/OY1%20Operations%20Center%20Charter.pdf
January 01, 2024 - patient-centered CDS (PC CDS)
Objectives
The objectives of the Operations Center are as follows:
■ Effectively
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cdsic.ahrq.gov/sites/default/files/2024-07/OY1_FINAL%20TPC%20Patient%20Perspectives%20Generative%20AI.pdf
January 01, 2024 - AI tools to address basic health
concerns (e.g., a cold), they were concerned with AI’s ability to effectively … do not implement and maintain existing technology
well and expressed doubts about their ability to effectively … Several
participants emphasized the importance of effectively
introducing the tool to prospective users
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cdsic.ahrq.gov/sites/default/files/2024-09/CDSiC%20Chart%20Book%202024_508.pdf
January 01, 2024 - Audience
Surveys can provide insight into (1) which information or features end-users
require to effectively
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cdsic.ahrq.gov/sites/default/files/2022-05/Final%20Workgroup%20Charter_CDS%20Outcomes%20and%20Objectives_DTP%20Formatted.pdf
January 01, 2022 - Final Workgroup Charter: CDS Outcomes and Objectives
FINAL WORKGROUP CHARTER: CDS
OUTCOMES AND OBJECTIVES
A P R I L 2 0 2 2
Agency for Healthcare
Research and Quality:
Clinical Decision Support
Innovation Collaborative
(CDSiC)
Presented by:
NORC at the University of Chicago
Presented to:…
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cdsic.ahrq.gov/sites/default/files/2023-09/SMD%20PC%20CDS%20Performance%20Measurement%20Inventory_FINAL_9.19.23.xlsx
January 01, 2023 - PC CDS Performance Measurement Inventory
Quick Start User Guide
PC CDS PERFORMANCE MEASUREMENT INVENTORY
VERSION AND DATE Version_August 24, 2023
PURPOSE • The PC CDS Performance Measurement Inventory supports implementation teams and others to identify measures and measurement approaches to evaluate the design, de…
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cdsic.ahrq.gov/sites/default/files/2023-02/Stakeholder%20Center%20Quarterly%20Report%20Two_508_Jan26.pdf
January 01, 2023 - right
information is sought and gathered in a way that will enable it to be applied efficiently and effectively
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cdsic.ahrq.gov/sites/default/files/2023-08/Exec%20Sum_SMD%20Workflow%20Measurement%20Approaches%20Report%20to%20AHRQ%208.9.23_508.pdf
January 01, 2023 - Scaling, Measurement, and Dissemination of CDS Workgroup: Approaches to Measuring Patient-Centered CDS Workflow and Lifeflow Impact Executive Summary
Scaling, Measurement, and
Dissemination of CDS
Workgroup: Approaches to
Measuring Patient-Centered CDS
Workflow and Lifeflow Impact
Executive Summary
…
-
cdsic.ahrq.gov/sites/default/files/2022-05/Final%20Operations%20Center%20Charter.pdf
January 01, 2022 - Objectives
The objectives of the Operations Center are as follows:
■ Effectively govern the CDSiC
-
cdsic.ahrq.gov/sites/default/files/2023-10/Final%20OO%20Patient%20Outcomes%20of%20PC%20CDS%20to%20AHRQ%2010.6.23.pdf
January 01, 2023 - Outcomes and Objectives Workgroup: Patient-Focused Outcome Measures for Patient-Centered CDS
Outcomes and Objectives
Workgroup: Patient-Focused
Outcome Measures for Patient-
Centered Clinical Decision Support
Agency for Healthcare Research and Quality
5600 Fishers Lane
Rockville, MD 20857 …
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cdsic.ahrq.gov/sites/default/files/2024-12/OY2_Final%20MO%20Workgroup%20Charter.pdf
January 01, 2024 - Measurement and Outcomes Workgroup: Charter – Option Year 2
Measurement and Outcomes
Workgroup: Charter – Option Year 2
Agency for Healthcare Research and Quality
5600 Fishers Lane
Rockville, MD 20857
www.ahrq.gov
Contract No: 75Q80120D00018
Prepared by:
NORC at the University…
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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 - AI is currently being used to manage patients’ treatment and allocate resources
more effectively to … PC CDS, smaller organizations may lack the resources to implement all
the necessary guardrails to effectively … regulatory
guidelines
• AI hallucinations (also
known as
confabulations)
• Explainable AI
• Effectively … 68 the European
Commission’s legal framework for regulating AI,8 and the ONC HTI-1 Final Rule.65
Effectively
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cdsic.ahrq.gov/sites/default/files/2023-02/Stakeholder%20Center%20Quarterly%20Report%20One_Jan26.pdf
January 01, 2023 - Background
CDS effectively and efficiently delivers evidenced-based recommendations at the point of
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cdsic.ahrq.gov/cdsic/AI-viewpoint
February 25, 2025 - patient trust, transparency, and explainability of AI-supported PC CDS as a key focus area to leverage AI effectively