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cdsic.ahrq.gov/sites/default/files/2023-02/Stakeholder%20Center%20Quarterly%20Report%20Two_508_Jan26.pdf
January 01, 2023 - Ecosystem (Level 2)
This product will describe the needs and potential approaches to addressing the lack
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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 - Throughout its tenure, the Workgroup may encounter one or more of the following potential
challenges:
■ Lack
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cdsic.ahrq.gov/sites/default/files/2023-09/FINAL%20OO%20PC%20CDS%20SDM%20Report.pdf
January 01, 2023 - Areas for Future Work
While our framework demonstrates the potential for PC CDS to support SDM, we lack … Beyond potential lack of access, other patient populations may not be accustomed to taking an active … These tools may not be fully accessible to all populations due to lack of
infrastructure to support … Directions for Future Work
While our framework demonstrates the potential for PC CDS to support SDM, we lack
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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 - The scan will include: 1) a description of salient technical
barriers around CDS that exist due to lack
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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 - clinician
burnout as a "long-term stress reaction marked by emotional exhaustion, depersonalization, and a lack … perspective
Economic evaluations do not consider financial benefits and costs to patients
because of a lack … Underestimates of the full
scope of benefits
The lack of methods and measures for assessing nonfinancial … Industry stakeholder
Several informants, Workgroup members, and PC CDS stakeholders identified a lack … As one study suggested, this may be due to inadequate methods and a lack of measures to assess
productivity
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cdsic.ahrq.gov/sites/default/files/2024-02/Final%20TPC%20Workgroup%20Charter%20to%20AHRQ%2012.5.23.pdf
January 01, 2024 - Throughout its tenure, the Workgroup may encounter one or more of the following potential challenges:
• Lack
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cdsic.ahrq.gov/sites/default/files/2025-03/SRF%20Standards%20for%20Patient%20Preferences.pdf
January 01, 2025 - preferences related to
care planning and the health
consequences brought about
by the treatment, or lack … captures concepts such as a patient’s relationship
with and trust in their provider, the SNOMED CT code, “Lack … Lack of trust in healthcare provider (finding). Accessed June 27, 2023.
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cdsic.ahrq.gov/sites/default/files/2024-02/OY1%20Operations%20Center%20Charter.pdf
January 01, 2024 - Potential constraints to achieving the objectives of the Operations Center are described below:
■ Lack
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cdsic.ahrq.gov/sites/default/files/2024-12/OY2_Final%20TPC%20Workgroup%20Charter.pdf
January 01, 2024 - Throughout its tenure, the Workgroup may encounter one or more of the following potential challenges:
• Lack
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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 - Efforts identified to assess alert fatigue and
understand its impact focus on measuring the perceived lack … Factors: Measures for
leadership support and resource availability
were identified; however, there is a lack … However, this review identified a lack of
measures to assess implementation feasibility.
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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 - 27 For both patients and
clinicians, general mistrust or misunderstanding of PC CDS (e.g., due to lack … appropriate sequence, a clinician
deploying PC CDS may use the resource or information ineffectively—or may lack … In
both cases, lack of competence could undermine clinicians’ belief that PC CDS and its outputs … of PC CDS developers who, in failing to design a tool that meets end-
user needs, may demonstrate lack … codesign
can help mitigate some challenges associated with algorithm-driven CDS systems including lack
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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 - The lack of a taxonomy of override reasons hinders research in PC CDS and the optimization of PC
CDS … Additionally, the analysis of override reasons that underpinned the taxonomy development was
hindered by lack … This lack of a taxonomy of override reasons hinders research in PC CDS and the optimization of
PC CDS … The review
of existing literature revealed a lack of research on patient reasons for PC CDS override
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cdsic.ahrq.gov/sites/default/files/2022-05/Final%20Operations%20Center%20Charter.pdf
January 01, 2022 - Potential constraints to achieving the objectives of the Operations Center are described below:
■ Lack
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cdsic.ahrq.gov/cdsic/AI-viewpoint
February 25, 2025 - Patient Trust, Transparency, and Explainability in AI-supported PC CDS The “black box” nature of AI—a lack
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cdsic.ahrq.gov/sites/default/files/2025-03/Operations%20Center%20OY2%20Charter_508.pdf
January 01, 2025 - Potential constraints to achieving the objectives of the Operations Center are described below:
■ Lack
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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 - workflow and lifeflow impacts as an emergent field
with limited rigorous, generalizable findings and a lack … patient/caregiver
lifeflows, as currently observed in the literature, is one contributing factor to the lack … heterogeneity between studies has been noted.53 The variety in
studies is in part attributed to the lack
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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 - able to understand how an AI-supported
tool comes to a decision without clear explanation.24 This lack
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cdsic.ahrq.gov/sites/default/files/2025-09/Quartz%20Assessment%20Report_To%20DTP_09.05.25.pdf
January 01, 2025 - results should be interpreted with caution due to the limited sample size, limited pilot duration,
and lack … .4,5
Reasons for ineffective medication regimens include delays in treatment intensification and a lack … However, there is a lack of evidence-based guidelines for
adapting the frequency of home BP monitoring … results should be interpreted with caution due to the limited sample size,
limited pilot duration, and lack
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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 - CDSiC Innovation Center: Quarterly Report
INNOVATION CENTER PROGRESS REPORT
M A R C H 2 0 2 5
CDSiC Innovation Center:
Quarterly Report
Agency for Healthcare Research and Quality
5600 Fishers Lane
Rockville, MD 20857
www.ahrq.gov
Contract No: 75Q80120D00018
Prepared by:
NORC at the Univer…
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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 - This product describes the needs and potential approaches
to addressing the lack of interoperability