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cdsic.ahrq.gov/cdsic/workflow-execution-publication-resource
June 22, 2024 - Patient-Centered Clinical Decision Support Challenges and Opportunities Identified … Lomotan, Prashila Dullabh, Patient-centered clinical decision support challenges and opportunities identified
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cdsic.ahrq.gov/sites/default/files/2023-10/Final%20OO%20Patient%20Outcomes%20of%20PC%20CDS%20to%20AHRQ%2010.6.23.pdf
January 01, 2023 - Identified Patient Health Journey Outcome Measure Topics. … The seven adherence measures identified were all related to medication
adherence. … Thus, preparedness
for discharge was identified as one engagement-related outcome. … One measure for this was identified
through the literature review. … Patient-Reported Health Outcomes Identified in CDS Studies.
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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 - In addition to the literature identified through the PubMed search, we reviewed articles recommended … by Workgroup members and CDSiC team members, as well as additional peer-reviewed articles
identified … is used to
classify identified measures related to the development of PC CDS. … However, this review identified a lack of
measures to assess implementation feasibility. … We
conducted a full-text review of 120 peer-reviewed articles identified from the PubMed searches.
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cdsic.ahrq.gov/sites/default/files/2024-07/SRF_Taxonomy%20of%20PC%20CDS%20Override%20Recommendations_508_0.pdf
January 01, 2024 - Literature That Identified Override Reasons .................................... 18
Appendix B. … Override reasons were identified in 30 articles. … Override reasons were identified in 30 articles (see Appendix A). … Two high-level themes emerged across the identified override reasons and CDS tools. … Literature That Identified Override Reasons
Appendix B.
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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 - To support more holistic value propositions, we identified four areas for future research:
1. … We complemented the
outcomes reported in the literature with outcomes identified by key informants and … Outcomes Used to Assess Economic and Clinical Impacts of CDS
Nearly all the outcomes we identified … Our literature review identified five methodologies used to estimate the
economic and clinical impact … These considerations also address many of the identified challenges.
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cdsic.ahrq.gov/cdsic/lessons-learned-resource
July 26, 2023 - several important lessons for developing and implementing publicly available, standards-based CDS, and identified … Horizon Scan
May 9, 2022
Patient-Centered Clinical Decision Support Challenges and Opportunities Identified
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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 - I can’t rely on AI to be my end all be all.”
3.1.3 Promising Practices
We identified the following … In this landscape assessment, we identified various promising practices across scaling dimensions that … We conducted
a full-text review of 25 peer-reviewed articles identified from the PubMed search. … In addition to the PubMed search, we identified relevant grey literature and additional peer-reviewed … Through these methods, we identified 30 additional peer-reviewed
articles and grey literature identified
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cdsic.ahrq.gov/cdsic/analytic-framework-action
February 25, 2025 - CDS-related outcomes and effectiveness measures to facilitate both local and system-level learning from identified … Checklist
August 1, 2023
Patient-Centered Clinical Decision Support Challenges and Opportunities Identified
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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 - Previously, the Clinical Decision Support Innovation
Collaborative (CDSiC) identified patient health … During the panel, three overarching themes were identified:
• The role of context. … The second asked about the emergent measurement areas identified during the
panel, specifically cost … The top five
measurement areas identified were: 1) communication quality, 2) trust in clinician and … As discussed, emerging
areas identified by panel participants included cost, access to care, and SDOH
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cdsic.ahrq.gov/sites/default/files/2024-09/Innovation%20Center%20Q3%202024%20Progress%20Report.pdf
January 01, 2024 - Based on discussions with AHRQ and the Planning Committee, Innovation Center
leadership identified projects … JAMIA) in June 2024 titled, “Patient-centered clinical decision support challenges and
opportunities identified … The app leverages
an AI-based tool to text patients who have been identified as having uncontrolled … Core 1
presented the challenges and opportunities for PC CDS measurement that were identified in the … Patient-centered clinical decision support challenges and
opportunities identified from workflow execution
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cdsic.ahrq.gov/sites/default/files/2025-03/SRF%20Standards%20for%20Patient%20Preferences.pdf
January 01, 2025 - Full Table of Search Terms for LOINC Codes, SNOMED CT Codes, and FHIR Resources
Identified Using the … In conclusion, we identified three key points:
• Data in some patient preference domains were more … Key informants identified oncology
treatment as another area mature for capturing patient-preference … We identified standards in the data domain for patients’ preferences for how
they access their data, … from any
Standard
LOINC
Code(s)
Identified
SNOMED
CT Code(s)
Identified
FHIR
Resource
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cdsic.ahrq.gov/cdsic/AI-viewpoint
February 25, 2025 - patient–clinician interactions. [7] Discussions about AI at the 2023 and 2024 CDSiC Annual Meetings [8] identified … Assessment on the Use of Artificial Intelligence to Scale Patient-Centered Clinical Decision Support report identified … For example, the Landscape Assessment on the Use of AI to Scale PC CDS identified human involvement … Now in its fourth year, the CDSiC continues to explore and address the research gaps identified through … Support
July 6, 2023
Patient-Centered Clinical Decision Support Challenges and Opportunities Identified
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cdsic.ahrq.gov/sites/default/files/2024-05/CDSiC%20Stakeholder%20Center%20Quarterly%20Report%20Q1%202024.pdf
January 01, 2024 - During the reporting period, the Workgroup identified nine prior AHRQ grantees as case study
candidates … Using 15 patient health journey
measurement areas identified previously by the CDSiC, this product summarizes … The Workgroup support team identified an initial list of almost 200 override reasons currently
in use … Outcomes Workgroup’s Inventory of
Patient Preference Measurement Tools for PC CDS, using the tools identified … During the reporting period, the Workgroup completed their review of the peer-reviewed literature and
identified
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cdsic.ahrq.gov/sites/default/files/2023-06/InnovationCenterQ12023ProgressReportDraft.pdf
January 01, 2023 - Based on discussions with AHRQ and the
Planning Committee, Innovation Center leadership identified three … Identified problems were assigned
severity ratings from 1-4, with 1 as “need not be fixed unless extra … Experts also provided recommendations to fix
identified usability problems. … All problems identified with the highest severity ratings were resolved. … All identified problems were
resolved as feasible in preparation for the next stage: think-aloud assessments
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cdsic.ahrq.gov/sites/default/files/2023-08/Checklist_SMD%20Planning%20Implementation%20Reporting_508fillable.pdf
January 01, 2023 - Patient-Centered
Implementation Activities
Implementation Subdomain: Business Case Assessment
Describe Identified … How patients were
identified and engaged in
PC CDS implementation,
particularly patients
representing … Results of usability testing
among patients and
process to address
identified issues.
9
Implementation … Factors
Within each implementation domain, PC CDS implementers may have encountered challenges and/or identified … Off
Task Addressed: Off
Describe How You Will (or Did) Address the Implementation Task "Describe Identified
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cdsic.ahrq.gov/sites/default/files/2024-09/AHRQ%20Final%20TPC%20SDOH%20Action%20Plan.pdf
January 01, 2024 - SDOH data
Opportunity 11: Develop reliable methods to evaluate PC CDS interventions that address identified … For each of the identified needs, in subsections 2.1-2.5, we contextualize the current
state by describing … An Action Plan to Collect and Use SDOH Data for PC CDS
As shown in Exhibit 1, we identified five key … We identified
several examples through our literature review and key informant interviews (see Exhibit … Using these methods, we identified 30 additional pieces of peer-reviewed and grey literature
to include
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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 - Within the planning and needs
assessment section, we identified tasks in four areas: 1) business case … Users should report if they identified
requirements from end users, such as information on user needs … We
conducted a full-text review of 92 peer-reviewed articles identified from the PubMed searches. … Exhibit A1 summarizes common areas for improvement identified by users.
Exhibit A1. … Issues were addressed as soon as they were
identified.
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cdsic.ahrq.gov/sites/default/files/2024-07/OY1_FINAL%20TPC%20Patient%20Perspectives%20Generative%20AI.pdf
January 01, 2024 - Participants were identified using purposive and convenience sampling. … Patient and caregiver advocates were identified by the CDSiC team and through recommendations
provided … We identified themes related to general views on the use of AI for
healthcare purposes, the factors … They identified several factors related to transparency that would influence their level of
trust in … Stakeholders can take into account several considerations identified in this report for fostering trust
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cdsic.ahrq.gov/sites/default/files/2024-09/SRF_Patient%20Preference%20Standardization%20Priorities_508.pdf
January 01, 2024 - Continue multistakeholder discussions, research, and efforts to address the challenges
identified in … Roundtable participants identified personal characteristics and communication preferences as
“low-hanging … Patient preferences identified as “low-hanging fruit”
for standardization included communication in … Specifically, in the domain of engagement preferences, no terminology codes or
standards were identified … Regarding access to information, there were no terminology codes or standards identified
related to
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cdsic.ahrq.gov/sites/default/files/2023-05/InnovationCenterQ4ProgressReportFinalForDTPFINAL.pdf
January 01, 2023 - Based on discussions with AHRQ and the
Planning Committee, Innovation Center leadership identified three … Identified problems were assigned severity ratings from 1-4, with 1 as “need not be fixed
unless extra … Experts also provided recommendations to fix identified usability problems. … All problems
identified with the highest severity ratings will be resolved prior to the next phase of