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cdsic.ahrq.gov/cdsic/AI-viewpoint
February 25, 2025 - This Leadership Viewpoint highlights four themes that emerged from CDSiC efforts to understand … ] In its third year, the CDSiC developed two reports and conducted two real-world pilot projects to understand … healthcare field and the “black box” nature of AI-generated output. [15] To build trust, we need to understand … ) be explicitly informed when they are interacting with AI rather than a human care team member, 2) understand … These findings can help PC CDS stakeholders better understand and leverage AI to scale PC CDS more widely
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cdsic.ahrq.gov/sites/default/files/2024-09/PAIGE%20Assessment%20Report_Public%20Version.pdf
January 01, 2024 - The overarching aim
was to better understand the capability of LLMs to facilitate accurate and timely … We found that patients thought PAIGE was easy to understand and clinicians
thought PAIGE was useful … However, more
research is necessary to understand whether and how AI-based chatbots can streamline … • What types of clarifying questions did patients find difficult to understand?
Why? … Patients find PAIGE easy to understand.
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cdsic.ahrq.gov/cdsic/srf-environmental-scan-report
January 01, 2023 - whenever clinicians and patients prefer to receive it, and in a manner that is easy for both groups to understand … Read this report to 1) understand the standards, implementation guides, and initiatives that are supporting
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cdsic.ahrq.gov/sites/default/files/2024-09/CDSiC%20Chart%20Book%202024_508.pdf
January 01, 2024 - For example, developers may want to understand the context
in which end-users will use PC CDS during … Potential Uses During Pre-design, surveys can help developers understand
how PC CDS will be used.12 … Real-World
Examples
• A survey during Pre-design distributed to patients to help
researchers understand … Potential
Uses
Focus groups can be used across design phases to
understand how PC CDS might be used … revisions.4
Helping Developers Empathize with
End-Users
Empathy interviews help developers better understand
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cdsic.ahrq.gov/cdsic/innovation-center-quarterly-report-january-march-2024
April 01, 2024 - assess PC CDS interventions; 2) gather perceptions on the measures used, limitations, and challenges; 3) understand … Both projects aim to understand patient and clinician perspectives on the use of artificial intelligence
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cdsic.ahrq.gov/sites/default/files/2023-09/Stakeholder%20Center%202023%20Q3%20Report%20to%20AHRQ%209.27.23.pdf
January 01, 2023 - For example, CDS developers can use the
taxonomy to understand which preferences are most relevant to … For example, developers of PC
CDS can use the product to understand the potential impacts of their tools … To first help understand how PC CDS fits into shared
decision making, the Outcomes & Objectives Workgroup … To help PC
CDS developers understand the technical complexities of capturing patient preferences, the … This product can
help PC CDS implementers understand how a patient-facing app will be incorporated into
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cdsic.ahrq.gov/cdsic/patient-engagement-handbook
September 01, 2023 - About the Handbook
This brief handbook provides a practical resource to:
Understand how patient … partners, researchers, and developers involved in the creation of PC CDS can use this handbook to better understand
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cdsic.ahrq.gov/sites/default/files/2024-07/Final%20MO%20Patient%20Prioritization%20of%20Measurement%20Areas%207.18.24.pdf
January 01, 2024 - Methods
To understand what areas within the patient health journey were most important to patients, … patients, and other healthcare partners such as
caregivers.1
PC CDS assessments can be used to
understand … Methods
Selecting outcomes of interest to patients should involve patient engagement.8 To understand … were analyzed
using qualitative content analysis to explore connections between measurement areas,
understand … These are important areas in PC CDS, and more work is needed to understand how
these areas can be integrated
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cdsic.ahrq.gov/cdsic/2024-annual-meeting-viewpoint
September 18, 2024 - Narrowing these gaps will require PC CDS stakeholders to understand the unique needs of different health … Health literacy encompasses both personal health literacy, or individuals’ ability to understand and … and organizational health literacy, or the degree to which organizations enable individuals to find, understand
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cdsic.ahrq.gov/sites/default/files/2023-09/TPC_Codesign%20Report%20to%20AHRQ%20FINAL.pdf
January 01, 2023 - Example Use of Empathy Interviews to Understand Users’ Context ......................... 13
Exhibit … Example of Prototyping to Understand User Needs and Generate Ideas ................. 15
Exhibit 7. … ► During Pre-design, developers
may want to understand the
context in which end-users will use … Defining Features
During Pre-design, surveys can help developers understand how PC CDS will be used … Example of Prototyping to Understand User Needs and Generate Ideas
Category End-user Description
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cdsic.ahrq.gov/sites/default/files/2024-05/Innovation%20Center%20Q1%202024%20Progress%20Report.pdf
January 01, 2024 - Quarterly Status Update March 2024
prototypes to help patients, clinicians, and CDS developers understand … PC CDS interventions; 2)
gather perceptions on the measures used, limitations, and challenges; 3) understand … The app will ask questions in English or Spanish and will use natural language processing (NLP)
to understand … They conducted two interviews with CDSiC patient
representatives to understand past experiences with … suggested developing more standard measures to assess the process
of engaging with PC CDS and more ways to understand
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cdsic.ahrq.gov/cdsic/PAIGE-assessment-report
September 26, 2024 - ’ and clinicians’ perspectives on the future usability and utility of the PAIGE prototype to better understand
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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 - CDS tool, changes in the time or
number of steps needed to complete a task, and time required to understand … Using such definitions in study reporting
will help others understand and build on the
research’s purpose … Measure and report effects of CDS on temporal
aspects of workflow to understand impacts related to … should also include descriptions of variation in
workflows from the standardized workflow to better
understand … Conduct research to better
understand how these types of measures alleviate
gaps in the patient/caregiver
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cdsic.ahrq.gov/cdsic/workgroup-viewpoint
February 03, 2023 - :
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HHS.gov
Menu
Main navigation
CDS Home
CDS Innovation Collaborative
An official website of the Department of Health & Human Services
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cdsic.ahrq.gov/cdsic/measurementuserguide
August 01, 2023 - Evaluating PC CDS design, development, implementation, and use are critical to helping implementers understand
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cdsic.ahrq.gov/cdsic/srf-patientprefstandards
August 01, 2023 - To better understand the current state of the evolving landscape, this report includes:
Exemplar
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cdsic.ahrq.gov/cdsic/patient-preferences-infographic
September 20, 2024 - To fully realize the power of this kind of responsive care, it is important to understand the preferences
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cdsic.ahrq.gov/cdsic/Rina-Dhopeshwarkar
Dhopeshwarkar co-leads an evaluation of the AHRQ PCOR CDS Initiative, using survey and qualitative data to understand
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cdsic.ahrq.gov/cdsic/James-Swiger
that collaborated with a volunteer network of medical device user facilities nationwide to identify, understand
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cdsic.ahrq.gov/sites/default/files/2024-07/OY1_FINAL%20TPC%20Patient%20Perspectives%20Generative%20AI.pdf
January 01, 2024 - Furthermore, there is a fundamental need to understand patient and caregiver viewpoints
on AI’s role … More research is needed to understand patient and caregiver
perspectives on this growing technology … Introduction
Artificial intelligence (AI) applies computer science
methods to understand information … their perspectives on the use of generative AI to support PC CDS and to specifically
understand the … This would allow them to understand whether the tool is
generating the right prompt or question and