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cdsic.ahrq.gov/cdsic/patient-app-topic-highlight
June 25, 2025 - apps that are prescribed, recommended, or monitored by clinicians and approved by health systems for integration … Without alignment on standards and integration approaches, apps may not support clinical workflows, limiting … data that can be exchanged Key data standards for interoperability Examples of app-clinical system integration … interoperability considerations and standards when designing apps that are used in clinical care and approved for integration
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cdsic.ahrq.gov/sites/default/files/2024-09/Quartz%20Assessment%20Report_Public%20Version_0.pdf
January 01, 2024 - Integration activities
1. … Four challenges arose during app integration. … Integration of the app and refinement of the integration requires assistance from analysts at
Baystate … What integration issues did you encounter, and how were they resolved?
a. … What changes were made to Quartz to support integration?
a.
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cdsic.ahrq.gov/cdsic/pccds-shared-decisionmaking
September 01, 2023 - Download
Outcomes and Objectives Workgroup: Integration … support collaboration between patients and their clinician through shared decision making (SDM), improved integration … of patient-contributed data into patient-centered clinical decision support (PC CDS), and the integration … Weinberg S, Wellman M, Bragg B, Hoyt S, Kuperman G, and the CDSiC Outcomes and Objectives Workgroup: Integration
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cdsic.ahrq.gov/sites/default/files/2024-06/CDSiC%20Factsheet_508.pdf
January 01, 2024 - Stage 6: Integration of PGHD into
EHRs. … programming
interfaces (APIs) and the SMART Markers
software framework support the sharing
of PGHD and the integration … • Invest in research that examines capabilities
to leverage current standards to support PGHD
integration … • Support development of new standards for PGHD data
integration based on patient and clinician input … • Examine use of frameworks such as SMART Markers
to support PGHD integration for PC CDS.
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cdsic.ahrq.gov/sites/default/files/2023-09/FINAL%20OO%20PC%20CDS%20SDM%20Report.pdf
January 01, 2023 - Outcomes and Objectives Workgroup: Integration of Patient-Centered Clinical Decision Support Into Shared … Decision Making
Outcomes and Objectives
Workgroup: Integration of
Patient-Centered … of patient-
contributed data into PC CDS, and the integration of PC CDS within the phases of SDM. … These tools reflect a range of capabilities for data capture and integration
(e.g., patient preferences … Supporting this
transformation will entail improving the integration of patient-contributed data in
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cdsic.ahrq.gov/sites/default/files/2024-09/Final%20IAS%20PC%20CDS%20Case%20Studies%20Report_2.pdf
January 01, 2024 - • Inappropriate integration into patient lifeflows
• Inappropriate integration into clinician workflows … However, achieving
successful integration presents certain barriers. … Inappropriate Integration into Clinician Workflows. … PC CDS Integration
Evaluation of PC CDS integration with clinical care processes and patients’ lifeflows … Enhance Infrastructure for PC CDS Integration Testing.
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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 - "Usability of data integration and visualization software for multidisciplinary pediatric intensive care … "Usability of data integration and visualization software for multidisciplinary pediatric intensive care … Use Patient lifeflow integration Time to care delivery Time to patient's receipt of appropriate care … [Epub 2 June 2020]. doi:10.7326/M19-0871
Use Clinician workflow integration Efficiency Time spent by … Published 2015 Nov 30. doi:10.2196/jmir.4281
Use Clinician workflow integration Efficiency Instances
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cdsic.ahrq.gov/cdsic/interoperability-patientapps
August 01, 2023 - Without integration across systems and technologies, patient data collected by apps remains sequestered … Report
This report identifies key interoperability scenarios and current standards for patient app integration
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cdsic.ahrq.gov/sites/default/files/2024-10/FINAL%20CDSiC%20Project%20Summary%20PDF_508c.pdf
January 01, 2024 - Patient Apps with the Health IT Ecosystem
REPORTS
• Improving the Source Credibility of PC CDS Tools
• Integration … Exploring factors contributing
to trust in PC CDS, patient
engagement throughout its
lifecycle, and integration
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cdsic.ahrq.gov/sites/default/files/2023-08/CDSiC%20App%20Interoperability%20Report_508.pdf
January 01, 2023 - Without integration across systems and technologies,
patient data collected by apps remain sequestered … Improved integration of patient apps could facilitate more sophisticated research, clinical care, and … Without integration,
healthcare teams often cannot efficiently access data from patient apps within … We then identify standards that can be used for
integration, as well as current challenges. … Standardized integration of person-
generated data into routine clinical care.
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cdsic.ahrq.gov/cdsic/patient-preferences-workflow-lifeflow
August 01, 2024 - This report identifies opportunities to improve the collection and integration of patient preferences … and key informant interviews suggest there are several opportunities to improve the collection and integration
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cdsic.ahrq.gov/sites/default/files/2025-03/CDSiC%20Project%20Summary_1.31.25_508c.pdf
January 01, 2025 - Patient Apps with the Health IT Ecosystem
REPORTS
• Improving the Source Credibility of PC CDS Tools
• Integration … Exploring factors contributing
to trust in PC CDS, patient
engagement throughout its
lifecycle, and integration
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cdsic.ahrq.gov/sites/default/files/2024-08/TPC%20Patient%20Preferences%20Workflow%20Lifeflow_8.15.2.pdf
January 01, 2024 - Executive Summary
This report provides a summary of illustrative approaches to the collection and integration … and key informant interviews suggest there are several opportunities
to improve the collection and integration … and key informant interviews suggest there are several opportunities
to improve the collection and integration … This report can facilitate ongoing dialogue and collaboration among stakeholders to advance the
integration … The field of patient preference
data integration into PC CDS is still in its early stages.
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cdsic.ahrq.gov/sites/default/files/2024-09/AHRQ%20Final%20TPC%20SDOH%20Action%20Plan.pdf
January 01, 2024 - Standardize Representation of SDOH Data to Support Data Capture and Integration
for PC CDS Development … Additionally, evidence is needed to demonstrate that the integration of SDOH data in PC CDS will
contribute … Standardized screening tools available for integration in the EHR. … This integration should minimize
additional clicks or steps required to access social risk factor information … A local perspective into electronic health record design,
integration, and implementation of screening
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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 - Patient Lifeflow Integration: Most studies fail
to consider the relationship and gaps between
patient … Research on how the integration of patient-
specific factors can reduce fatigue,90 including
how to … Usability of data integration and
visualization software for multidisciplinary pediatric intensive care … 3.2.1 Reach
3.2.2 Adoption
3.2.3 CDS Implementation Integrity
3.2.4 Clinician Workflow Integration … 3.2.5 Patient Lifeflow Integration.
3.3 What Were the Results?
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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 - They then
assessed the integration process to understand the feasibility and usability of the app in … App Integration. … 2025, the Core 2 team began meeting with Emory’s technical team three times a week to
streamline app integration … Discussions centered on streamlining the technical integration of the HDPM
app into Emory’s EHR by finalizing … clinical workflow,
developing workbench reports, and requirements for the technical development and integration
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cdsic.ahrq.gov/cdsic/technology-landscape-patient-centered-cds
June 06, 2022 - Decision Support: Findings from a Horizon Scan
May 9, 2022
Outcomes and Objectives Workgroup: Integration
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cdsic.ahrq.gov/cdsic/quartz-assessment-report
September 26, 2024 - hospital administrators, clinicians, and policymakers seeking to advance the design, development, and integration
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cdsic.ahrq.gov/cdsic/technical-landscape-resource
March 09, 2022 - Patient-Centered Clinical Decision Support
August 1, 2023
Outcomes and Objectives Workgroup: Integration
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cdsic.ahrq.gov/cdsic/SHTI_PCCDSfactors_manuscript
January 25, 2024 - Patient-Centered Clinical Decision Support
July 8, 2024
Outcomes and Objectives Workgroup: Integration