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cdsic.ahrq.gov/sites/default/files/2024-07/OY1_FINAL%20TPC%20Patient%20Perspectives%20Generative%20AI.pdf
January 01, 2024 - that AI can enhance
healthcare delivery by streamlining communication and administrative tasks and improving … differed, a majority still believed that AI had the
potential to strengthen healthcare delivery by improving … participants expressed reservations
“I not only don’t have a problem with [AI],
but I can really see it improving … Dullabh PM, Desai PJ, Dungan R, Catlett M, Weinberg S, and
the Trust and Patient-Centeredness Workgroup: Improving
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cdsic.ahrq.gov/sites/default/files/2024-09/Final%20IAS%20PC%20CDS%20Case%20Studies%20Report_2.pdf
January 01, 2024 - Technical Challenges and Solutions to Improving PC CDS Implementation ........................ 11
Exhibit … • Improving PC CDS utility and functionality for both patients and clinicians. … Through continuous refinement
and innovation, PC CDS can reach its full potential in improving patient … Another project
highlighted an effective method for improving usability and design to promote adoption … Available at:
https://digital.ahrq.gov/ahrq-funded-projects/search.
8 Improving Healthcare Through
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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 - scaling dimension include writing code, mapping
variables, creating values sets, and/or creating or improving … and clinician education as well as promising practices relating to involving AI as a partner and
improving … scaling dimension include
writing code, mapping variables, creating value sets, and/or creating or improving … additional inclusion or exclusion criteria.30 A study
using ChatGPT to generate suggestions for
improving … With additional research and
refinement, AI may be useful for identifying
and improving problematic
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cdsic.ahrq.gov/sites/default/files/2023-02/Stakeholder%20Center%20Quarterly%20Report%20Two_508_Jan26.pdf
January 01, 2023 - Workgroup Products
Level 1
Standards and Regulatory
Frameworks Environmental
Scan
Level 2
Improving … Improving Interoperability of Patient Apps with the Health IT Ecosystem (Level 2)
This product will
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cdsic.ahrq.gov/sites/default/files/2024-02/Standards%20and%20Regulatory%20Frameworks%20Workgroup%20Charter_Final.pdf
January 01, 2024 - that supports
patients and clinicians in making evidence-informed healthcare decisions, as well as improving
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cdsic.ahrq.gov/sites/default/files/2023-01/Final%20Workgroup%20Charter_Trust%20and%20Patient-Centeredness_Personnel%20Update_Jan26.pdf
January 01, 2023 - ■ Reviewing and synthesizing literature providing evidence of the impact of PC CDS on
improving outcomes
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cdsic.ahrq.gov/sites/default/files/2023-01/Final%20Workgroup%20Charter_CDS%20Standards%20and%20Regulatory%20Frameworks_Personnel%20Update_Jan26.pdf
January 01, 2023 - that supports
patients and clinicians in making evidence-informed healthcare decisions, as well as improving
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cdsic.ahrq.gov/sites/default/files/2025-09/Quartz%20Assessment%20Report_To%20DTP_09.05.25.pdf
January 01, 2025 - Clinicians recommended
improving integration with clinical workflows by pushing reminders or alerts … • Improving monitoring workflows through pushing information and reminders: Clinicians
noted that … What suggestions/ideas do you have for improving the text messaging program?
b. … What suggestions/ideas do you have for improving the text messaging program? … What suggestions/ideas do you have for improving the text messaging program?
50
a.
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cdsic.ahrq.gov/sites/default/files/2024-09/AHRQ%20Final%20TPC%20SDOH%20Action%20Plan.pdf
January 01, 2024 - ongoing evaluation of PC CDS tools that incorporate
SDOH is necessary to ensure their effectiveness in improving … Similarly, when an SDOH-
based PC CDS tool is built, it is necessary to understand its effectiveness in improving … potential gaps in relevant measures and metrics that are needed to determine their
effectiveness in improving … While the healthcare system plays an important role in improving
patient outcomes by identifying and … Methods and emerging strategies to
engage people with lived experience: improving federal research.
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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 - quintuple aim helps realize this vision by outlining five goals for healthcare quality improvement:
improving … population health, enhancing patient care experience, reducing costs, improving the work life
of providers … several systematic reviews have shown that patient decision aids have a significant
moderate effect on improving … These
measures should be prioritized so that they can be
leveraged in improving patient safety.65 … can help accelerate the
development, implementation, and evaluation of PC CDS-enabled approaches to improving
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cdsic.ahrq.gov/sites/default/files/2024-09/PAIGE%20Assessment%20Report_Public%20Version.pdf
January 01, 2024 - capability of LLMs to
facilitate clinical communication between patients and clinicians, with the goal of improving … a chatbot system called Patient Artificial Intelligence Guided E-Messages (PAIGE)
that is aimed at improving
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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 - safety, and health outcomes, CDS is underutilized, and
nearly a third of CDS are not effective at improving … addresses those needs.9 Understanding the economic,
Example PC CDS
A patient portal chatbot aimed
at improving … Particularly germane for improving PC CDS value
assessments is the need for methods and measures focused … to achieve a single goal (e.g., using different modalities to engage patients) can lead to value by
improving
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cdsic.ahrq.gov/cdsic/innovation-center/measurement-value
May 22, 2025 - :
Skip to main content
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/sites/default/files/2023-05/InnovationCenterQ4ProgressReportFinalForDTPFINAL.pdf
January 01, 2023 - visualization techniques can lead to a more effective
decision-making process by reducing cognitive load and improving
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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
AHRQ Pub. No. 25-0057
June 2025
Artificial Intelligence-Supported Patient-
Centered Clinical Decision Support:
A Summary of Considerations
Artificial intelligence (AI) has the potential to…
-
cdsic.ahrq.gov/cdsic/year-3-viewpoint
February 29, 2024 - Improving Patient-Centered Clinical Decision Support Implementation, Reporting, and Measurement In its
-
cdsic.ahrq.gov/sites/default/files/2025-09/508_SRF%20Level%202%20Override%20Taxonomy%20Implementation%208.28.25.pdf
January 01, 2025 - The taxonomy serves as a framework for improving PC CDS by enabling consistent
categorization of overrides … to implementing the override taxonomy can facilitate robust analysis of PC
CDS effectiveness, thus improving … Improving Patient Engagement Through Patient
Decision Support.
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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 - researchers, electronic health record (EHR) and
app developers, users and evaluators of PC CDS aimed at improving … activities and results in a manner that supports a
robust and consistent evidence base for comparing and improving … This approach has been
successfully applied to software design27 and could provide a path forward for improving … support significantly
outweighed these costs, making the implementation of PC CDS
advantageous for improving … Improving outcomes with clinical decision support: an implementer's guide.
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cdsic.ahrq.gov/sites/default/files/2023-08/Innovation%20Center%20Q2%202023%20Progress%20Report.pdf
January 01, 2023 - visualization techniques can lead to a more effective
decision-making process by reducing cognitive load and improving
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cdsic.ahrq.gov/sites/default/files/2025-06/TPC%20Topic%20Highlight%20Patient%20Preferences.pdf
January 01, 2025 - Improving patient outcomes by including patient preferences in nursing care.