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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/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/2023-09/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/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/2022-05/Innovation%20Center%20Progress%20Report%20May%202022_DTP%20Formatted_508_0.pdf
January 01, 2022 - PGHD standards, standardized CDS insertion points, standards for non-
clinical patient-centered data, integration … of PGHD into EHRs, and integration of PGHD into EHRs.ix In
addition, NORC also identified several salient … decision-making, lack of alignment of PC CDS modalities with patients’ daily lives,
lack of PC CDS integration … PC CDS clinical dashboards could support informed and shared decision-making processes with
integration … PGHD presents unique issues of integration into and presentation during clinical
decision-making tasks
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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/cdsic/Josh_Mandel
development community to lay groundwork for frictionless data access, authorization, analytics, and app integration
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cdsic.ahrq.gov/cdsic/Patricia-Dykes
Her research focuses on informatics tools to improve patient safety, most notably fall prevention 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/cdsic/jessica-ancker
Numbers Meaningful project, funded by the National Library of Medicine, supported a cross-disciplinary integration
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cdsic.ahrq.gov/cdsic/Wesley-Sargent
currently works with health systems on the implementation and use of the CDC Guideline through the integration
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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/2024-02/AHRQ%20CDSiC%20Project%20Summary%20Option%20Year%201.pdf
January 01, 2024 - Patient-Centeredness Workgroup
Patient-Focused Outcome Measures for PC CDS
Taxonomy of Patient Preferences
Integration