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cdsic.ahrq.gov/cdsic/intro-viewpoint
November 09, 2022 - opportunities related to advancing patient-centered clinical decision support (PC CDS) in the U.S. healthcare system … opportunities related to advancing patient-centered clinical decision support (PC CDS) in the U.S. healthcare system … opportunities related to advancing patient-centered clinical decision support (PC CDS) in the U.S. healthcare system
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cdsic.ahrq.gov/cdsic/interoperability-patientapps
August 01, 2023 - patient data collected by apps to be integrated into clinician workflows and the broader health IT system
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cdsic.ahrq.gov/cdsic/patient-preferences-workflow-lifeflow
August 01, 2024 - August 1, 2024
Patients interact with the health system in different ways, presenting … These considerations can be used by health system stakeholders and PC CDS developers seeking to optimize
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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 - Computer System Usability Questionnaire
3. … Post-Study System Usability Questionnaire
2. … Computer System Usability Questionnaire (CSUQ) including the following questions:
- The system gave … Post Study System Usability Questionnaire (PSSUQ) including the following questions:
- The system gave … System Usability Scale (SUS)
3. Computer System Usability Questionnaire (CSUQ)
4.
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cdsic.ahrq.gov/sites/default/files/2023-08/Checklist_SMD%20Planning%20Implementation%20Reporting_508fillable.pdf
January 01, 2023 - System capabilities to
implement the PC CDS and
how much effort it will take
the system to reach its … User documentation about
the PC CDS and help
topics related to the system
functions. … A plan to routinely collect
user feedback and monitor
system usage and
performance. … Test CDS rules against
patient data to identify
system performance
issues. … Report Changes in
Clinical, Health System,
and Related Outcomes
Task Addressed?
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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 - • System capabilities to implement the PC CDS and how much effort it
will take the system to reach … The results of system readiness assessments indicated that the system
capabilities required to implement … Uptake was measured through system logs. … safety-net
health system. … Work system design for patient safety: the SEIPS
model.
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cdsic.ahrq.gov/cdsic/2024-annual-meeting-viewpoint
September 18, 2024 - CDS Through Real-World Projects AHRQ has long recognized the importance of using a learning health system … that the CDSiC consider pursuing more real-world pilot studies to gain firsthand knowledge of health system … Though factors that influence health system administrators’ decisions to invest in PC CDS are important … leveraging chatbot technology and large language models, while PAIGE is an interactive AI-powered prototype system … focus on moving forward, including patient-focused areas such as digital health literacy and health system-centered
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cdsic.ahrq.gov/sites/default/files/2024-09/Quartz%20Assessment%20Report_Public%20Version_0.pdf
January 01, 2024 - Patient System Usability Scale Survey .......................................... 33
References .... … Baystate Health System. … Baystate Health is a not-for-profit integrated health system based in
Springfield, Massachusetts. … The system serves 800,000 people throughout western New England. … Patient System Usability Scale Survey
References
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cdsic.ahrq.gov/cdsic/stakeholder-community-outreach-center-charter-oy2
December 06, 2024 - persistent CDS challenges, foster innovation, and accelerate uptake of CDS within the U.S. healthcare system
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cdsic.ahrq.gov/sites/default/files/2025-06/SRF%20Topic%20Highlight%20Patient%20App%20Interoperability.pdf
January 01, 2025 - for achieving interoperability because they
allow for consistency in data exchange across
health system … infrastructures, including EHRs, PC
CDS, and health system-sponsored patient apps.4
Standard data … formats are needed to integrate
disparate systems, such as apps and EHRs, with
unique health system … It
is designed to ensure that the electronic information
exchanged between one system and another ( … This system is designed to
securely utilize data that has been made compliant with FHIR standards within
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cdsic.ahrq.gov/sites/default/files/2023-08/User%20Guide_SMD%20Planning_%20Implementation_%20Reporting_508.pdf
January 01, 2023 - Results of system readiness assessments. … Describe Results of System Readiness Assessments. … The results of system readiness
assessments can be used to illustrate the system capabilities to implement … Changes in clinical, health system, and related outcomes.
5. … safety-net
health system.
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cdsic.ahrq.gov/cdsic/stakeholder-community-outreach-center-charter-oy1
November 30, 2023 - persistent CDS challenges, foster innovation, and accelerate uptake of CDS within the U.S. healthcare system
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cdsic.ahrq.gov/sites/default/files/2024-09/PAIGE%20Assessment%20Report_Public%20Version.pdf
January 01, 2024 - Eventually, the
system is intended to be integrated into a health system patient portal and leverage … The ultimate vision is for PAIGE to be integrated into the health
system patient portal and EHR. … Overview of the Patient-Clinician Communication System Components
3. … In answering these questions, we describe the usability of information
generated by the PAIGE system … Using a system like PAIGE would reduce the time required for me to answer patient questions.
1 2 3
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cdsic.ahrq.gov/cdsic/involving-endusers-codesign-chartbookbook
September 20, 2024 - September 20, 2024
CDS development has historically been spearheaded by health system
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cdsic.ahrq.gov/sites/default/files/2025-02/Innovation%20Center%20Q4%202024%20Progress%20Report_02.21.25.pdf
January 01, 2025 - In Q4 2024, the Core 2 team worked closely with the pilot health system site to
prepare for the app’ … The health system site began preparing materials to
train clinicians on the app, and the Core 2 team … The Core 2 team met regularly with the pilot health system site to facilitate
technical integration … These included discussions regarding the app’s security
review in the health system environment, decision … the Postpartum Hypertension pilot, they will continue developing and testing the
app in the health system
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cdsic.ahrq.gov/cdsic/stakeholder-community-outreach-center-charter
April 30, 2022 - persistent CDS challenges, foster innovation, and accelerate uptake of CDS within the U.S. healthcare system
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cdsic.ahrq.gov/sites/default/files/2024-09/Final_MO%20PC%20CDS%20Planning%20and%20Reporting%20Tool_0.pdf
January 01, 2024 - System capabilities to implement the PC CDS and how
much effort it will take the system to reach its … Describe the Process for
Developing the PC CDS
System and Addressing
End-User Requirements
Task … User documentation about the PC CDS and topics related
to how the system functions. … Plan for routinely collecting user feedback and monitoring
system usage and performance. … Patient-Centered Activities
Test PC CDS rules against patient data to identify system
performance
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cdsic.ahrq.gov/sites/default/files/2023-09/TPC_Codesign%20Report%20to%20AHRQ%20FINAL.pdf
January 01, 2023 - Crossing The Quality Chasm: A New Health System for the 21st Century. … mobile health system development. … The system usability scale: Past, present, and future. … An empirical evaluation of the system usability scale. … :
explicating content analysis for system design.
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cdsic.ahrq.gov/sites/default/files/2025-03/Final_MO_Patient%20Preference%20Report_6.7.24.pdf
January 01, 2025 - In these instances, patients often complete the tool online, either through a web-
based survey system … • Used in a clinic/health system. … The tool is used in a clinic or health system to capture patient
preference information for use in … Clinician /
System
• Clinician qualifications/skills
• Clinician identity factors
• Access to … : The PROMIS®-Preference (PROPr)
Scoring System.
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cdsic.ahrq.gov/sites/default/files/2023-05/InnovationCenterQ4ProgressReportFinalForDTPFINAL.pdf
January 01, 2023 - expanded upon the
CDS five rights1, Multilayer Knowledge Representation Framework,2 Learning Health System … PC CDS lifecycle that must be
adequately negotiated by all participants in the healthcare delivery system … The processes for defining, managing, and
executing system-level tasks required to generate and deliver … status; 2) Match between system and the real
world; 3) User control and freedom; 4) Consistency and … Digital Infrastructure for the Learning Health System: The Foundation for
Continuous Improvement in