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cdsic.ahrq.gov/cdsic/resources
July 02, 2025 - CDSiC main menu
About
About CDSiC
Centers
CDSiC & Me
Patients
Clinicians … The CDSiC provides information and resources for patients, researchers, developers, and clinicians. … support (PC CDS) can be leveraged throughout each step of the shared decision making process to help clinicians
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cdsic.ahrq.gov/cdsic/patient-prioritization-measurement-areas
July 24, 2024 - CDSiC main menu
About
About CDSiC
Centers
CDSiC & Me
Patients
Clinicians … decision support (PC CDS) helps provide timely information that can inform healthcare decision making for clinicians
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cdsic.ahrq.gov/sites/default/files/2023-08/CDSiC%20App%20Interoperability%20Report_508.pdf
January 01, 2023 - This separation can lead to increased time and
cognitive burden for clinicians and inappropriate PC … The intended audiences for this report are policymakers, EHR developers, app developers, clinicians, … By 2019, over 80 percent of hospitals and
60 percent of clinicians reportedly used health IT products … Data flows may also need to consider
additional stakeholders beyond health systems and clinicians to … With this strategy, clinicians would not be able to place an order or a
prescription to prescribe an
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cdsic.ahrq.gov/sites/default/files/2023-09/TPC_Codesign%20Report%20to%20AHRQ%20FINAL.pdf
January 01, 2023 - decision support (PC CDS) to enhance trust, foster shared decision
making, and engage patients and clinicians … For example, patients may
respond more honestly to questions about their mistrust in clinicians and … /or PC CDS
when among other patients, rather than as part of a group in which clinicians are also … As one example,
researchers conducted multiple focus groups with clinicians to
explore questions … Then, clinicians performed simulated rounds
using CDS on a mock patient.
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cdsic.ahrq.gov/cdsic/patient-preferences-standardization
August 01, 2024 - CDSiC main menu
About
About CDSiC
Centers
CDSiC & Me
Patients
Clinicians … collected, is often collected as unstructured data in electronic health records and thus may not be used by clinicians
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cdsic.ahrq.gov/cdsic/measurementuserguide
August 01, 2023 - CDSiC main menu
About
About CDSiC
Centers
CDSiC & Me
Patients
Clinicians … (PC CDS) includes digital tools that have the potential to support patient-centered care by helping clinicians
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cdsic.ahrq.gov/sites/default/files/2024-08/TPC%20Patient%20Preferences%20Workflow%20Lifeflow_8.15.2.pdf
January 01, 2024 - Reducing Burden for Clinicians ...................................................................... … These opportunities
hold promise for reducing burden on both patients and clinicians.
3 … Patient preferences vary in how routinely they are
collected by clinicians, and there is no standard … Ensure patient preference data are easily accessible to clinicians. … Reducing Burden for Clinicians
6. Discussion
6.1. Areas for Future Work
6.2. Limitations
7.
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cdsic.ahrq.gov/cdsic/landscape-assessment-AI
July 11, 2024 - CDSiC main menu
About
About CDSiC
Centers
CDSiC & Me
Patients
Clinicians … with CDSiC team members, and nine key informant interviews with health systems leaders, researchers, clinicians … understand and leverage AI to scale PC CDS more widely and encourage the use of AI in PC CDS among clinicians
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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 - by the clinician and whether patients
were able to ask questions and engage with their healthcare clinicians … This implies that without shared decision making,
patients and clinicians may have different expectations … For
example, when clinicians make
recommendations, they should consider the cost
of recommended treatments … Adherence is also related to
communication and trust in clinicians, as patients may not adhere to a … Peering into the black box: a meta-analysis of how clinicians use decision aids during
clinical encounters
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cdsic.ahrq.gov/sites/default/files/2024-09/AHRQ%20Final%20TPC%20SDOH%20Action%20Plan.pdf
January 01, 2024 - decision support (PC CDS) to enhance
trust, foster shared decision making, and engage patients and clinicians … team; (2) promoting and enabling the use of PC CDS and developing
related outputs that can support clinicians … that PC CDS
products are understandable by the care team, designed with end-users (including both clinicians … Developed through a literature review
and key informant interviews with clinicians, researchers, and … This is due to the limited
research on how to make the collected data actionable for clinicians and
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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 - Ultimately, the CDSiC aims to create a world where
patients, caregivers, and clinicians have the information … use of AI in PC CDS tools has potential implications for PC CDS technology, patients/caregivers,
and clinicians … The manuscript focuses
on the use of GenAI in PC CDS for patients/caregivers and/or clinicians. … and Reusable Technologies (SMART) on Fast Healthcare Interoperability Resources (FHIR®)15
to allow clinicians … Clinicians can view flags
in the dashboard next to any abnormal readings, allowing for prompt intervention
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cdsic.ahrq.gov/sites/default/files/2023-09/SMD%20PC%20CDS%20Performance%20Measurement%20Inventory_FINAL_9.19.23.xlsx
January 01, 2023 - Use Error Ratings (UERs) on a scale of 2–0 to assess clinicians’ software competency. … In healthcare, workarounds are often characterized as clinicians’ self-created solutions to accomplishing … Peering into the black box: a meta-analysis of how clinicians use decision aids during clinical encounters … Peering into the black box: a meta-analysis of how clinicians use decision aids during clinical encounters … Peering into the black box: a meta-analysis of how clinicians use decision aids during clinical encounters
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cdsic.ahrq.gov/cdsic/base-period-performance-report
October 01, 2023 - CDSiC main menu
About
About CDSiC
Centers
CDSiC & Me
Patients
Clinicians … The intended audiences for this report are clinicians, CDS researchers, CDS content developers, electronic
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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 - There is also a growing
emphasis on shared decision making between clinicians and patients. … This creates an impetus to
monitor and analyze how recipients (i.e., patients, caregivers, and clinicians … Additionally, unlike prior work that looked at traditional CDS in which clinicians are the recipients … , this
taxonomy encompasses PC CDS of which the recipients may be clinicians, patients, or caregivers … Additionally, unlike
prior work that looked at traditional CDS in which clinicians are the recipients
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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 - Change in workflow
appropriateness
The tool’s support of and effect on clinicians’ completion of guideline … ’ overall time spent on clinical tasks can
decrease, yet clinicians may still report experiencing higher … ’ interactions with patients via the portal,
such as how often and how quickly clinicians respond to … The Four Habits Coding Scheme: validation of an instrument to
assess clinicians' communication behavior … Interventions supporting cost
conversations between patients and clinicians: A systematic review.
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cdsic.ahrq.gov/cdsic/innovation-center/conducting-coordinating-cds
May 22, 2025 - CDSiC main menu
About
About CDSiC
Centers
CDSiC & Me
Patients
Clinicians … adapt or create new visualizations involving patient-generated health data (PGHD) for both patients and clinicians
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cdsic.ahrq.gov/cdsic/quartz-assessment-report
September 26, 2024 - CDSiC main menu
About
About CDSiC
Centers
CDSiC & Me
Patients
Clinicians … The report is intended for researchers, informaticians, PC CDS developers, hospital administrators, clinicians
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cdsic.ahrq.gov/sites/default/files/2024-02/Standards%20and%20Regulatory%20Frameworks%20Workgroup%20Charter_Final.pdf
January 01, 2024 - • Advance standards-based PC CDS that can be shared with patients, caregivers,
clinicians, healthcare … existing standards and regulatory frameworks that can be used to create CDS that supports
patients and clinicians … The Workgroup will
include up to 15 expert members with backgrounds as clinicians, standards organizations … tools, resources, and evidence, developed by the
workgroup includes federal agencies/policymakers, clinicians
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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 - Researchers developed study-specific tools, thresholds, and scales to evaluate
clinicians’ decision … Adherence to
guidelines denotes the degree of compliance between clinicians’ decision or action and … Measures of clinician knowledge and expertise assess clinicians’ familiarity
with using a CDS tool47 … For example,
clinicians’ attitudes towards alerts depends on how alerts are displayed (i.e., intrusive … Evaluating the impact of the grading and assessment of
predictive tools framework on clinicians and
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cdsic.ahrq.gov/sites/default/files/2025-06/Innovation%20Center%20Q2%202025%20Progress%20Report_to%20DTP_06.24.25.pdf
January 01, 2025 - Ultimately, the CDSiC aims to create a world where
patients, caregivers, and clinicians have the information … use of AI in PC CDS tools has potential implications for PC CDS technology, patients/caregivers,
and clinicians … The manuscript focuses on the use of GenAI in PC CDS for
patients/caregivers and/or clinicians and its … and Reusable Technologies (SMART) on Fast Healthcare Interoperability Resources (FHIR®)16
to allow clinicians … Clinicians can view flags
7
in the dashboard next to any abnormal readings, allowing for prompt