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cdsic.ahrq.gov/cdsic/opportunities-determine-value
October 14, 2024 - Download
Implementation, Adoption, and Scaling Workgroup: Key Factors and Considerations … the Value of Patient-Centered Clinical Decision Support
This report examines key factors and considerations … decision support interventions, discusses challenges in assessing PC CDS value, and presents alternative considerations … topics: Economic and clinical impacts used to assess CDS value Challenges to assessing PC CDS value Considerations … Key Factors and Considerations for Assessing the Value of Patient-Centered Clinical Decision Support.
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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 - Artificial Intelligence-Supported Patient-Centered Clinical Decision Support: A Summary of Considerations … Artificial Intelligence-Supported Patient-
Centered Clinical Decision Support:
A Summary of Considerations … Artificial Intelligence-Supported Patient-Centered Clinical Decision Support: A Summary of Considerations … Artificial Intelligence-Supported Patient-Centered Clinical Decision Support: A Summary of Considerations … This document
outlines key considerations for the use of artificial intelligence (AI)-supported PC CDS
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cdsic.ahrq.gov/cdsic/patient-app-topic-highlight
June 25, 2025 - With the Health IT Ecosystem
June 25, 2025
This resource for app developers explains considerations … This resource provides considerations to address challenges app developers face in achieving interoperability … can be exchanged Key data standards for interoperability Examples of app-clinical system integration Considerations … Use This Topic Highlight App developers can use this resource to better understand interoperability considerations
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cdsic.ahrq.gov/cdsic/AI-topic-highlight
June 18, 2025 - Artificial Intelligence-Supported Patient-Centered Clinical Decision Support: A Summary of Considerations … This resource details considerations for stakeholders interested in understanding, developing, and/or … Artificial Intelligence-Supported Patient-Centered Clinical Decision Support: A Summary of Considerations
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cdsic.ahrq.gov/sites/default/files/2025-06/CDSiC%20Stakeholder%20Center%20Quarterly%20Report%20Q2%202025.pdf
January 01, 2025 - This plain-language resource summarizes considerations for use of AI in PC CDS from four previously … Report: Text Message-Facilitated PC CDS Implementation: Key Considerations and Promising
Practices … This resource describes key considerations and promising practices for implementing SMS-facilitated … Using the PC CDS implementation
phases, the report organizes considerations and promising practices … and use, identified new considerations, and
prioritized a total of seven considerations by importance
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cdsic.ahrq.gov/cdsic/AI-perspectives
July 08, 2024 - technology, and AI’s impact on trust and the patient-clinician relationship, while providing specific considerations … Considerations for the implementation and use of AI in PC CDS. … Stakeholders can take into account several considerations identified in this report to foster trust and … Patient-facing AI tools for PC CDS that incorporate these considerations throughout their design and … 2024
Artificial Intelligence-Supported Patient-Centered Clinical Decision Support: A Summary of Considerations
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cdsic.ahrq.gov/cdsic/cdsic-stakeholder-community-outreach-center/implementation-adoption-scaling
January 02, 2025 - Artificial Intelligence-Supported Patient-Centered Clinical Decision Support: A Summary of Considerations … Artificial intelligence (AI) can be used to support patient-centered care delivery—this resource details considerations … Implementation, Adoption, and Scaling Workgroup: Key Factors and Considerations for Assessing the Value … of Patient-Centered Clinical Decision Support
This report examines key factors and considerations
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cdsic.ahrq.gov/sites/default/files/2025-03/CDSiC%20Stakeholder%20Center%20Quarterly%20Report%20Q1%202025.pdf
January 01, 2025 - Topic Highlight: Summary of Considerations for Understanding and Leveraging Artificial Intelligence … (AI) in PC CDS
This plain-language resource describes information about AI and considerations for its … It includes a list of considerations and
best practices to optimize patient data collection, and any … Trust and Patient-centeredness Workgroup
Manuscript: Patient- and Caregiver-Informed Considerations … , identified new considerations, and prioritized a
total of seven considerations by importance.
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cdsic.ahrq.gov/sites/default/files/2024-09/CDSiC%20Infographic%202024_508_0.pdf
January 01, 2024 - that includes six domains for patient preference information most
relevant to PC CDS, as well as key considerations … Considerations for Collecting and
Incorporating Patient Preferences
Stability of patient preferences … characteristics
Healthcare services
Communication
Access and care experience
Engagement
Data
Considerations
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cdsic.ahrq.gov/sites/default/files/2025-01/CDSiC%20Stakeholder%20Center%20Quarterly%20Report%20Q4%202024.pdf
January 01, 2025 - https://cdsic.ahrq.gov/cdsic/pccds-shared-decisionmaking
4
Product Title Description
Report: Considerations … It will include a list of considerations and
best practices to optimize patient data collection, and … Topic Highlight: Summary of
Considerations for Understanding
and Leveraging Artificial
Intelligence … (AI) in PC CDS
This plain-language resource will describe information about AI and
considerations … Workgroup: Trust and Patient-Centeredness
Manuscript: Patient- and
Caregiver-Informed
Considerations
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cdsic.ahrq.gov/sites/default/files/2024-10/CDSiC%20Stakeholder%20Center%20Quarterly%20Report%20Q3%202024_0.pdf
January 01, 2024 - Key Factors and Considerations for Assessing the Value of Patient-Centered Clinical Decision Support … To
identify methods and key considerations for assessing PC CDS value, the Workgroup conducted a
literature … , which identified and described six
domains of patient preferences relevant to PC CDS, as well as considerations … ) aggregate and describe available
measures/instruments in a filterable inventory, and 3) describe considerations … The report also provides key considerations to optimize collection and
use of patient preferences as
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cdsic.ahrq.gov/cdsic/patient-preferences-workflow-lifeflow
August 01, 2024 - Support Innovation Collaborative’s Trust and Patient-Centeredness Workgroup, this report identifies key considerations … patient preference data, visualizes these within patient lifeflows and clinical workflows, and offers considerations … These considerations can be used by health system stakeholders and PC CDS developers seeking to optimize
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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 - Implementation, Adoption, and Scaling Workgroup: Key Factors and Considerations for Assessing the Value … Key Factors and Considerations for
Assessing the Value of Patient-Centered Clinical Decision Support … Considerations for Assessing PC CDS Value ........................................................... … The session explored approaches and considerations for assessing PC CDS
value. … These considerations also address many of the identified challenges.
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cdsic.ahrq.gov/cdsic/resources
July 02, 2025 - Publication Date:
June 25, 2025
This resource for app developers explains considerations … Artificial Intelligence-Supported Patient-Centered Clinical Decision Support: A Summary of Considerations … Artificial intelligence (AI) can be used to support patient-centered care delivery—this resource details considerations
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cdsic.ahrq.gov/cdsic/AI-viewpoint
February 25, 2025 - While these considerations can apply to both predictive and generative AI models, we focus on their relevance … The report highlights considerations for the design and implementation of patient-facing, generative … widen use of PC CDS across health systems and patient populations—carefully exploring opportunities, considerations … From a patient perspective, important considerations include ensuring app responses are more personalized … Digital Health Advisory Committee Meeting: Total Product Lifecycle Considerations for Generative Artificial
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cdsic.ahrq.gov/
July 02, 2025 - CDS Implementation
Implementation, Adoption, and Scaling Workgroup: Key Factors and Considerations … Interoperable With the Health IT Ecosystem
This resource for app developers explains considerations … Artificial Intelligence-Supported Patient-Centered Clinical Decision Support: A Summary of Considerations … Artificial intelligence (AI) can be used to support patient-centered care delivery—this resource details considerations
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cdsic.ahrq.gov/cdsic/involving-endusers-codesign
August 01, 2023 - representatives) in the ecosystem, so that PC CDS design accounts for feasibility or other context considerations … The report details the features and benefits of each method as well as key considerations when implementing … Highlighting and sharing considerations for involving end users in PC CDS codesign.
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cdsic.ahrq.gov/sites/default/files/2024-07/OY1_FINAL%20TPC%20Patient%20Perspectives%20Generative%20AI.pdf
January 01, 2024 - Participants described seven
considerations for the design and implementation of patient-facing, generative … Considerations should be made in the development of AI-based PC
CDS tools to support the exchange of … Without considerations for historically marginalized or
vulnerable populations, the implementation and … Notably, this report goes beyond general insights and offers specific
considerations to support PC CDS … Stakeholders can take into account several considerations identified in this report for fostering trust
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cdsic.ahrq.gov/cdsic/landscape-assessment-AI
July 11, 2024 - This landscape assessment outlines key opportunities and considerations in this area, including recommendations … The report also includes cross-cutting considerations that apply across the above dimensions.
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cdsic.ahrq.gov/sites/default/files/2025-06/SRF%20Topic%20Highlight%20Patient%20App%20Interoperability.pdf
January 01, 2025 - Patient Apps Interoperable With
the Health IT Ecosystem
This resource for app developers explains considerations … Additional Considerations for App Developers
Exhibit 3 summarizes several opportunities for app developers … Considerations and Recommendations for App Developers to Advance Interoperability
Consideration Recommendation … Track vendor-specific considerations and use
standardized approaches where possible. … The following standards are available for different aspects of the engagement workflow:3
Additional Considerations