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cdsic.ahrq.gov/cdsic/patient-preferences-workflow-lifeflow
August 01, 2024 - consideration of patient preferences in healthcare decision making can enhance patient satisfaction, improve … This report identifies opportunities to improve the collection and integration of patient preferences … from our literature review and key informant interviews suggest there are several opportunities to improve
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cdsic.ahrq.gov/cdsic/standardizing-override
September 09, 2025 - This inconsistency creates challenges in analyzing override data, which can help to improve PC CDS functionality … strategies to advance the implementation of the taxonomy. this report presents example override reasons to improve … The report highlights five directions for future efforts to improve the override taxonomy and facilitate
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cdsic.ahrq.gov/cdsic/innovation-center/measurement-value
May 22, 2025 - Image
PC CDS has the potential to not only improve healthcare processes and health outcomes … clinicians requires approaches, methods, and tools to measure how effectively PC CDS interventions improve … How can we determine the best way to improve PC CDS effectiveness? … This work will ultimately improve and expand the use of PC CDS to improve the health and well-being of
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cdsic.ahrq.gov/cdsic/AI-topic-highlight
June 18, 2025 - supported patient-centered clinical decision support (PC CDS) tools offer powerful opportunities to improve … Challenges associated with AI-supported PC CDS Promising practices to improve AI-supported PC CDS The
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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 - Decision Support:
A Summary of Considerations
Artificial intelligence (AI) has the potential to improve … Generative AI is being used to improve communication
and shared decision making between patients and … Improve PC CDS functionality. … What Promising Practices Can Improve AI-
Supported PC CDS? … Action Steps To Improve Patient Safety
Conclusion
References
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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 - solutions that promote the adoption of PC CDS to facilitate whole-person, evidence-based care and
improve … world where patients,
caregivers, and clinicians have the information needed to make decisions that improve … This report advances the field of PC CDS by identifying and promoting
necessary standards to improve … Greater source credibility may improve
trustworthiness of PC CDS and subsequently, uptake of PC CDS … By providing guidance on methods
to improve the patient-centeredness of PC CDS through co-design, this
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cdsic.ahrq.gov/sites/default/files/2025-03/Innovation%20Center%20Q1%202025%20Progress%20Report_03.25.25.pdf
January 01, 2025 - solutions that promote the adoption of PC CDS to facilitate whole-person, evidence-based care and
improve … world where
patients, caregivers, and clinicians have the information needed to make decisions that improve … project aims to explore existing patient engagement measures and identify gaps and opportunities
to improve … Core 2: Conducting and Coordinating PC CDS Projects
PC CDS tools have the potential to improve patient … project to implement and evaluate a text-
messaging application (app) to help patients monitor and improve
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cdsic.ahrq.gov/cdsic/AI-viewpoint
February 25, 2025 - stakeholder community at the forefront of using technology to support evidence-based care delivery and improve … As the use of AI grows in healthcare, including CDS, opportunities exist to improve care delivery by … Instead, clinicians should use AI tools to improve their practice, such as by streamlining processes … Quartz is a prototype text-based app to help patients improve medication adherence. … The Quartz pilot findings indicate that more needs to be done to improve the integration of AI-supported
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cdsic.ahrq.gov/sites/default/files/2022-04/Final%20Innovation%20Center%20Charter_508.pdf
January 01, 2022 - and care teams have the right information at the
right time to make evidence-informed decisions that improve … Center will serve as the CDSiC research hub to facilitate real-world CDS
measurement and testing; improve … advance the translation of patient-centered outcomes research into clinical practice
using CDS to improve … This may include:
Improve usability and acceptance of CDS through better design and implementation … Advance practice of evidence based CDS
Improve design of CDS tools and artifacts, including developing
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cdsic.ahrq.gov/cdsic/year-3-viewpoint
February 29, 2024 - in Patient-Centered Clinical Decision Support Artificial intelligence (AI) holds great potential to improve … [ii] , [iii] Multiple opportunities also exist for AI to support and improve PC CDS use in healthcare … is codesigning, developing, implementing, and evaluating a prototype text-based app to help patients improve … This prototype will improve the accuracy and efficiency of provider responses to portal messages, and … many CDS systems request a reason for not following a recommendation (i.e., the override reason) to improve
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cdsic.ahrq.gov/sites/default/files/2024-02/1_OY1%20Innovation%20Center%20Charter.pdf
January 01, 2024 - and care teams have the right information at the
right time to make evidence-informed decisions that improve … Center will serve as the CDSiC research hub to facilitate real-world PC CDS
measurement and testing; improve … the translation of patient-centered outcomes research (PCOR) into
clinical practice using PC CDS to improve … This may
include:
− Improve usability and acceptance of PC CDS through better design and implementation … − Advance practice of evidence-based PC CDS
− Improve design of CDS tools and artifacts, including
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cdsic.ahrq.gov/sites/default/files/2024-12/OY2%20Innovation%20Center%20Charter_508.pdf
January 01, 2024 - and care teams have the right information at the
right time to make evidence-informed decisions that improve … The Innovation Center aims to facilitate real-world PC
CDS measurement and testing; improve PC CDS usability … design and
implementation; and advance the translation of PCOR into clinical practice using PC CDS to improve … This may
include the following actions:
− Improve usability and acceptance of PC CDS through better … design and implementation
− Advance the practice of evidence-based PC CDS
− Improve the design of
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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 - ............................................................................ 15
4.3 Strategies to Improve … In this way, identifying and optimizing strategies to improve source credibility holds
promise for … Notably, sources that do have conflicts of interest can improve source credibility by
communicating … Designers can improve PC CDS source credibility by (1) providing end users with
information regarding … The AGREE Reporting Checklist: a tool to
improve reporting of clinical practice guidelines.
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cdsic.ahrq.gov/cdsic/AI-perspectives
July 08, 2024 - PC CDS and believed in AI’s potential to facilitate simple clinical scenarios, reduce lag time, and improve … However, they also expressed potential concerns, as well as potential opportunities that could improve … incorporate these considerations throughout their design and implementation phases have the potential to improve
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cdsic.ahrq.gov/cdsic/innovation-center-charter-oy2
December 06, 2024 - Innovation Center will serve as the CDSiC research hub to facilitate real-world CDS measurement and testing; improve
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cdsic.ahrq.gov/sites/default/files/2024-09/Quartz%20Assessment%20Report_Public%20Version_0.pdf
January 01, 2024 - Suggestions to Improve App Usability and Patient-Centeredness
To improve primary care clinician workflows … Improve app response times: Improve the app load time, so clinicians can quickly access during an
encounter … The team is continuing to explore ways to improve app speed and performance. … • Improve the app load time. … Probes: Will it improve the timeliness of collecting patient-reported data?
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cdsic.ahrq.gov/sites/default/files/2023-05/InnovationCenterQ4ProgressReportFinalForDTPFINAL.pdf
January 01, 2023 - solutions that promote the adoption of PC CDS to facilitate whole-person, evidence-based care and
improve … world where
patients, caregivers, and clinicians have the information needed to make decisions that improve … Overall, the dashboard will be iteratively modified to improve
usability after the heuristic evaluation … On the other hand, the use of PGHD to inform clinical decisions can improve
engagement and connectedness … with patients,12 which can lead to better health outcomes, increase
patient satisfaction, and improve
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cdsic.ahrq.gov/cdsic/innovation-center-charter-bp
April 30, 2022 - Innovation Center will serve as the CDSiC research hub to facilitate real-world CDS measurement and testing; improve
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cdsic.ahrq.gov/cdsic/innovation-center-charter-oy1
November 30, 2023 - Innovation Center will serve as the CDSiC research hub to facilitate real-world CDS measurement and testing; improve
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cdsic.ahrq.gov/cdsic/how-to-empower-patients
September 09, 2025 - patients’ satisfaction with care, promote patient autonomy in managing their health, and ultimately improve