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cdsic.ahrq.gov/sites/default/files/2024-07/CDSiC%20Stakeholder%20Center%20Quarterly%20Report%20Q2%202024_7.18.24.pdf
January 01, 2024 - Landscape Assessment on the Use of Artificial Intelligence to Scale PC CDS (Level 3)
In seeking to identify … This product builds on the foundation work of the
prior report to 1) identify existing instruments/tools … the Workgroup support team conducted a scoping review of the peer-reviewed
and grey literature to identify … patient preference measurement tools/instruments and identify gaps in the
current practice of eliciting … meet as an opportunity for Workgroup
Leads to share findings from their products and collaboratively identify
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cdsic.ahrq.gov/sites/default/files/2024-12/OY2%20Innovation%20Center%20Charter_508.pdf
January 01, 2024 - framework(s) and standardized criteria for PC CDS usage and utility
to clinicians and patients
− Identify … unintended consequences
■ Test various PC CDS design, development, monitoring, and evaluation strategies to identify … The projected outcomes of the Innovation Center are as follows:
■ Identify and test measurement concepts … ■ Identify challenges to implementing and using PC CDS and recommend areas for further
research
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cdsic.ahrq.gov/sites/default/files/2024-12/OY2_Final%20SRF%20Workgroup%20Charter.pdf
January 01, 2024 - Each will undertake a series of activities to identify, prioritize, and
1 Patient Protection and … Ultimately,
the efforts of the Workgroup will identify gaps in existing standards and regulatory frameworks … The objectives of the CDS Standards and Regulatory Frameworks Workgroup are outlined
below:
• Identify … exchange standards and regulatory frameworks
that influence and inform CDS development to assess gaps and identify
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cdsic.ahrq.gov/cdsic/measurementuserguide
August 01, 2023 - Implementation teams can use this user guide and accompanying inventory to:
Identify what measures … Identify the tools and measurement approaches reported in the literature to collect and analyze PC CDS
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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 - This
report summarizes preliminary work to identify what measurement areas within the patient
health … As PC CDS is
intended to support patients’ decision
making, it is essential to identify measures
that … It is important to measure both process and
outcome measures to identify if PC CDS is truly impacting … Qualitative responses were analyzed separately to identify themes.
3. … A modified Delphi study to identify which items
should be evaluated in shoulder instability research
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cdsic.ahrq.gov/cdsic/patient-preference-measurement-tools-inventory
June 20, 2024 - The inventory allows users to identify patient preference measurement tools relevant to their needs and
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cdsic.ahrq.gov/cdsic/workflow-lifeflow
July 01, 2023 - summarizes workflow and lifeflow impacts captured in the literature and provides a framework to help identify … Context
Uptake
Use
Subjective Value
How to Use This Report
This report’s framework can help identify
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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 - Given the nascency of PC CDS literature, users may identify patient-centered activities that
were not … Users may have conducted a local needs assessment to identify issues that could
be addressed by PC CDS … The results of workflow mapping are used to identify the current
state of workflows and identify gaps … Users should describe
the processes undertaken to identify and engage multidisciplinary stakeholders … For patient-facing tools,
users should also identify unintended consequences of tool implementation
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cdsic.ahrq.gov/sites/default/files/2023-08/User%20Guide_SMD%20Planning_%20Implementation_%20Reporting_508.pdf
January 01, 2023 - Implementers may consider conducting local needs assessments to identify issues that can
be addressed … Implementers should identify performance measures related to patient/caregiver daily
activities and … the current state of workflows and
identify gaps can also be reported.26
Implementers can consider … Prior to deployment, implementers should identify a study design and develop a plan for collecting pre … Scoping Literature Review
We searched PubMed to identify peer-reviewed literature in a multi-phased
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cdsic.ahrq.gov/cdsic/workgroup-viewpoint
February 03, 2023 - role PC CDS can play in supporting each aspect of SDM, outline an agenda for further research, and identify … for Optimization of Trust and Mitigation of Mistrust in CDS Artifacts Due to Source Credibility will identify … . [9] , [10] A report on the Interoperability of Patient Apps with the Health IT Ecosystem will identify … Preferences will characterize the state of standards for representing patient preferences and values and identify
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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 - It is critical to identify patient-reported measures meaningful for
patients and caregivers, as well … Our scan did not identify measures of general perceived
physical health, fatigue, or mobility within … • Section 5, Use Cases, presents three scenarios demonstrating how to identify outcome
measures … A subset of 18 of the initial 31 systematic
reviews were reviewed to identify patient-reported health … First, while a large number of CDS studies were reviewed
to identify and catalogue relevant outcomes
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cdsic.ahrq.gov/sites/default/files/2025-06/CDSiC%20Stakeholder%20Center%20Quarterly%20Report%20Q2%202025.pdf
January 01, 2025 - To develop this product, the Workgroup conducted a literature review to identify new examples of uses … experts to validate
the crosswalk of PC CDS factors to the SHARE Approach and with patient advocates to identify … KIIs with patient representatives, PC CDS researchers, and app
developers to validate the diagram, identify … meet as an opportunity
for Workgroup Leads to share findings from their products and collaboratively identify … and Outcomes Workgroup: Patient Prioritization of Measurement Areas for PC CDS
This report aims to identify
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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 - AI is currently being used to generate summaries of patients’ medical
records, identify information … We did not identify unintended consequences for this scaling
dimension. … We did not identify unintended consequences for the use of AI
within this scaling dimension. … We did not identify unintended
consequences for the use of AI within this scaling dimension. … We conducted one PubMed search to identify systematic reviews related to CDS and AI (Exhibit A1).
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cdsic.ahrq.gov/sites/default/files/2024-08/TPC%20Patient%20Preferences%20Workflow%20Lifeflow_8.15.2.pdf
January 01, 2024 - Methods
We conducted a literature review and a series of key informant interviews to identify the methods … Five preliminary key informant interviews were conducted to identify current
methods for the collection … Preliminary key informant interviews were conducted to
identify current timepoints and methods for the … We synthesized findings from data abstracted from the literature review to identify
common timepoints … Rapid qualitative content analysis was
used to identify key themes and insights that emerged from both
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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 identify methods and key considerations for assessing PC CDS
value, we conducted a literature review … Identify and use institutional priorities, such as fulfilling regulatory requirements, quality … Methods
We performed a focused review of the peer-reviewed literature to identify methods and outcomes … We did not identify any
studies that assessed patient costs. … “We aren’t measuring what
matters.” — Researcher
15
4.1 Identify Meaningful Outcomes to
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cdsic.ahrq.gov/sites/default/files/2022-04/Final%20Innovation%20Center%20Charter_508.pdf
January 01, 2022 - measurement framework(s) and standardized criteria for CDS usage and utility to
providers and patients
Identify … unintended consequences
■ Test various CDS design, development, monitoring, and evaluation strategies to identify … ■ Identify challenges to implementing CDS and recommend areas for further research (e.g., gaps
in
-
cdsic.ahrq.gov/sites/default/files/2023-09/FINAL%20OO%20PC%20CDS%20SDM%20Report.pdf
January 01, 2023 - Methods
We conducted a targeted review of the peer reviewed and grey literature to identify relevant … Methods
A targeted literature search of peer-reviewed and grey literature was conducted to identify … experts were conducted to validate the
framework, enrich our understanding of salient issues, and identify … Purposive and snowball sampling was used to
identify candidate interviewees, and specific recommendations … Insights from the KIIs prompted targeted
searches of the peer-reviewed and grey literature to identify
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cdsic.ahrq.gov/sites/default/files/2023-08/CDSiC%20App%20Interoperability%20Report_508.pdf
January 01, 2023 - The
team analyzed the interview transcripts to identify modifications to the Ecosystem Diagram and … It is difficult to identify a single set of requirements or standards that may be applicable to
this … We then identify standards that can be used for
integration, as well as current challenges. … This can occur in a variety of ways: 1) the healthcare
team may manually identify the patient during … to
enroll
Clinician manually identifies during
encounter
Not applicable
Identify patient to
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cdsic.ahrq.gov/sites/default/files/2023-07/StakeholderCenter2023Q2Report.pdf
January 01, 2023 - Outcomes and Objectives Workgroup
The Outcomes and Objectives Workgroup is developing products that will identify … developing products that will examine
the current state of PC CDS standards and regulatory frameworks and identify … describing how PC CDS interventions are designed, developed, deployed, used,
maintained, and evaluated; identify … To
develop this product, the Workgroup is conducting a targeted literature review to identify methods
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cdsic.ahrq.gov/cdsic/pghd_dashboard_manuscript
September 13, 2023 - The objective of the research was to identify best practices in visualizations of physiologic PGHD to