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cdsic.ahrq.gov/cdsic/AI-viewpoint
February 25, 2025 - implementing AI-supported PC CDS; providing patient education and training; developing standards and design principles … Strategies to ensure patient safety and privacy focus on addressing ethical principles, addressing differences … Four Principles of Explainable Artificial Intelligence. September 2021. … Transparency for Machine Learning-Enabled Medical Devices: Guiding Principles. June 13 2024. … medical-devices/software-medical-device-samd/transparency-machine-learning-enabled-medical-devices-guiding-principles
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cdsic.ahrq.gov/cdsic/innovation-center/conducting-coordinating-cds
information, to the right person, in the right format, through the right channel, at the right time) are key principles … on developing a robust evidence base and practical guides and resources for patient-centered design principles
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cdsic.ahrq.gov/sites/default/files/2022-04/Final%20Innovation%20Center%20Charter_508.pdf
January 01, 2022 - We propose the Innovation Center Cores use these principles to guide their objectives and research
priorities … CDS tools and artifacts, including developing a robust evidence base for
patient-centered design principles
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cdsic.ahrq.gov/sites/default/files/2024-12/OY2%20Innovation%20Center%20Charter_508.pdf
January 01, 2024 - We propose the Innovation Center Cores use these principles to guide their objectives and research
priorities … CDS tools and artifacts, including developing a robust evidence base
for patient-centered design principles
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cdsic.ahrq.gov/cdsic/involving-endusers-codesign
August 01, 2023 - details the features and benefits of each method as well as key considerations when implementing codesign principles
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cdsic.ahrq.gov/sites/default/files/2023-10/TPC%20Pat%20Engage%20Handbook%20Final.pdf
January 01, 2023 - These partnerships use a set of guiding principles to ensure consensus: equal
involvement, inclusivity … determining
compensation based on engagement level.111
PCORI Equity and Inclusion Guiding Engagement Principles … This document provides
principles for ensuring diversity, equity, and inclusion in health research partnerships … compensation-framework
https://www.pcori.org/engagement/engagement-resources/equity-and-inclusion-guiding-engagement-principles … Equity and Inclusion Guiding Engagement
Principles.
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cdsic.ahrq.gov/cdsic/innovation-center
January 02, 2025 - Measurement and Value of CDS Core works to standardize the measurement of all aspects of CDS, guided by the principles
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cdsic.ahrq.gov/sites/default/files/2024-12/OY2%20Innovation%20Center%20Operational%20Framework_508.pdf
January 01, 2024 - CDS tools and artifacts,
including developing a robust evidence base for
patient-centered design principles
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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 - Research ethics
principles based on best practices should be consistently applied when using AI to scale … Research ethics principles based on best practices should be consistently applied when using AI
to scale … during AI-based
PC CDS development
• Address biases in
AI-generated output
• Apply ethics
principles … To protect patient safety and alleviate patient privacy concerns, research
ethics principles based on … Modifications to traditional medical research ethics principles may be needed to guide the use
and governance
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cdsic.ahrq.gov/sites/default/files/2024-07/OY1_FINAL%20TPC%20Patient%20Perspectives%20Generative%20AI.pdf
January 01, 2024 - Develop standards and design principles to promote the transparent, safe, and secure
implementation … patients’ and caregivers’ use and understanding of AI-
enabled tools
Develop standards and design principles … Develop standards and design principles to promote the transparent, safe, and secure
implementation
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cdsic.ahrq.gov/sites/default/files/2024-09/CDSiC%20Chart%20Book%202024_508.pdf
January 01, 2024 - the features and benefits of each method, as well as key considerations when implementing co-design principles
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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 - understanding the target users, tasks, and context for use9
and the application of user-centered design principles … Evaluation Scale,10 the Computer System
Usability Questionnaire (CSUQ),11 and the Nielsen heuristic principles … Willingness of patient to
recommend the PC
CDS to others
Net Promoter Score
User-centered design
principles … Nielsen Heuristic Principles
User Satisfaction User satisfaction System Usability Scale (SUS
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cdsic.ahrq.gov/sites/default/files/2023-09/TPC_Codesign%20Report%20to%20AHRQ%20FINAL.pdf
January 01, 2023 - defining features and
benefits of each method, as well as key considerations when implementing co-design principles … Given the
principles of democratization and equality that underly co-design, it is important to give … User-centered design principles in the development of clinical
research tools. … How to engage stakeholders in research: design principles to
support improvement.
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cdsic.ahrq.gov/sites/default/files/2024-09/AHRQ%20Final%20TPC%20SDOH%20Action%20Plan.pdf
January 01, 2024 - decision making and improve patient outcomes, Fair,
Appropriate, Valid, Effective, and Safe (FAVES) principles … shares a number of strategies
for achieving the FAVES (Fair, Appropriate, Valid, Effective, and Safe) principles … identification and use of SDOH data to inform
decision making and improve patient outcomes, these FAVES principles
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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 - Measure Concept Definition
Workflow Context
PC CDS design
characteristics
The underlying design principles
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cdsic.ahrq.gov/sites/default/files/2025-03/Final_MO_Patient%20Preference%20Report_6.7.24.pdf
January 01, 2025 - Measurement and Outcomes Workgroup: Inventory of Patient Preference Measurement Tools for PC CDS Report
Measurement and Outcomes
Workgroup:
Inventory of Patient Preference
Measurement Tools for PC CDS
Report
Agency for Healthcare Research and Quality
5600 Fishers Lane
Rockville, MD 20857
www.ahrq.gov
Contr…
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cdsic.ahrq.gov/sites/default/files/2023-09/FINAL%20OO%20PC%20CDS%20SDM%20Report.pdf
January 01, 2023 - an outcome that represents a meaningful change for the
patient.46,47 Data visualization tools and principles
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cdsic.ahrq.gov/sites/default/files/2025-03/Copy%20of%20Final_MO_Patient%20Preference%20Inventory_6.7.24_508.xlsx
January 01, 2025 - MO Patient Preference Inventory
Quick Start User Guide
Inventory of Patient Preference Measurement Tool for PC CDS
VERSION AND DATE Version 1; June 5, 2024
PURPOSE • The Inventory of Patient Preference Measurement Tools for PC CDS identifies available patient preference measurement tools from the literature, to ena…
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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 - validated methods to automate the process of estimating value, an
overarching framework of factors or principles
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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 - Measure Concept Definition
Workflow Context
PC CDS design
characteristics
The underlying design principles