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Total Results: 155 records

Showing results for "data".

1. Patient-Generated Health Data (PGHD) Visualization Software Toolkit Overview | CDSiC
   cdsic.ahrq.gov/cdsic/pghd-visualization-software-toolkit
   May 01, 2024 - software toolkit allows users to adapt or create new visualizations involving patient-generated health data … May 1, 2024 PGHD – data created or gathered by or from patients/caregivers – … demonstration app that can be used by patients to contribute PGHD and to visualize their historical data … and clinician demonstration apps Modules and utility scripts for creating synthetic patient-generated data … Trust and Patient-Centeredness Workgroup: Action Plan to Collect and Use Social Determinants of Health Data

2. Making Patient Apps Interoperable With the Health IT Ecosystem | CDSiC
   cdsic.ahrq.gov/cdsic/patient-app-topic-highlight
   June 25, 2025 - state of interoperability between clinical health IT systems and patient-facing apps, the types of data … that can be exchanged, and the key data standards for interoperability. … Patient-facing apps often need to exchange data with clinical health IT systems, such as electronic health … that can be exchanged Key data standards for interoperability Examples of app-clinical system integration … Decision Support November 9, 2022 View More See More About the Topic Data

3. Trust and Patient-Centeredness Workgroup: Action Plan to Collect and Use Social Determinants of Health Data in Patient-Centered Clinical Decision Support (pdf file)
   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 … of PC CDS tools integrate high- quality SDOH data and support care teams incorporating such data into … Cross-Sector Data-Sharing of SDOH Data Relevant for PC CDS and Closed-Loop Referrals. … set of SDOH data elements. … data sources.

4. Standards and Regulatory Frameworks Workgroup: Prioritizing Patient Preferences for Standardization to Support PC CDS | CDSiC
   cdsic.ahrq.gov/cdsic/patient-preferences-standardization
   August 01, 2024 - Patient preference information, when it is collected, is often collected as unstructured data in electronic … About the Report A prior CDSiC report that describes available standards for patient preferences data … Participants discussed challenges they anticipate with standardizing patient-preference data. … Ultimately, standardizing patient preference information can advance the incorporation of these data … Decision Support November 9, 2022 View More See More About the Topic Data

5. Patient Reported Outcome Clinical Decision Support Dashboard Overview | CDSiC
   cdsic.ahrq.gov/cdsic/pro-dashboard-overview
   October 01, 2023 - PROs) – reports of a patient’s health condition that come directly from the patient – provide valuable data … The Patients section that provides patient-level data for those who received concerning scores. … intended to support clinical director-level personnel and informaticians/CDS developers in analyzing data … dashboard can be integrated with an organization’s electronic health record to receive and display data … Trust and Patient-Centeredness Workgroup: Action Plan to Collect and Use Social Determinants of Health Data

6. Trust and Patient-Centeredness Workgroup: Action Plan to Collect and Use Social Determinants of Health Data in Patient-Centered Clinical Decision Support (pdf file)
   cdsic.ahrq.gov/sites/default/files/2024-08/TPC%20Patient%20Preferences%20Workflow%20Lifeflow_8.15.2.pdf
   January 01, 2024 - Key Findings: When and How Patient Preference Data Are Collected.............. 7 3.1. … Data focuses on the incorporation of patient-generated health data, patient preferences, social determinants … Ensure patient preference data are easily accessible to clinicians. … language processing methods: feasibility study with real-world data. … Key Findings: When and How Patient Preference Data Are Collected 3.1.

7. Standards and Regulatory Frameworks Workgroup: Improving Interoperability of Patient Apps with the Health IT Ecosystem | CDSiC
   cdsic.ahrq.gov/cdsic/interoperability-patientapps
   August 01, 2023 - Greater interoperability is needed between apps and EHRs to allow for patient data collected by apps … Without integration across systems and technologies, patient data collected by apps remains sequestered … developers, payers, and patients and their caregivers can use this report to: Visualize the flow of data … Trust and Patient-Centeredness Workgroup: Action Plan to Collect and Use Social Determinants of Health Data … Decision Support November 9, 2022 View More See More About the Topic Data

8. How Patient-Centered Clinical Decision Support Can Strengthen Shared Decision Making | CDSiC
   cdsic.ahrq.gov/cdsic/PCCDS-SDM-topic-highlight
   July 02, 2025 - PC CDS can support shared decision making through four patient-centered factors: knowledge, data, delivery … can support each of the five steps of the SHARE Approach, along with the PC CDS factors of knowledge, data … Clinicians can see how tools support data collection, communication, and information exchange for shared … Annual Meeting September 18, 2024 View More See More About the Topic Data

9. Outcomes and Objectives Workgroup: Integration of Patient-Centered Clinical Decision Support Into Shared Decision Making | CDSiC
   cdsic.ahrq.gov/cdsic/pccds-shared-decisionmaking
   September 01, 2023 - September 1, 2023 As patients’ access to health data, information, and tools … and their clinician through shared decision making (SDM), improved integration of patient-contributed data … phases of SDM with three elements of PC CDS: Knowledge (e.g., patient-centered outcomes research), Data … September 18, 2024 View More See More About the Topic Patient Generated Health Data

10. Implementation, Adoption, and Scaling Workgroup: Exploring Challenges and Opportunities for Patient Engagement, Implementation, Adoption, and Scaling Through PC CDS Case Studies | CDSiC
    cdsic.ahrq.gov/cdsic/implementation-case-studies
    August 01, 2024 - decision making tools that significantly incorporate patient-centered factors related to knowledge, data … ensure representation across varied patient populations in PC CDS research and implementation  Enhancing data … interoperability standards, optimizing IT resource capacity, and investing in data quality review of … cost-effective deployment options How To Use This Report   By addressing challenges in patient engagement, data

11. Incorporating Patient Preferences in Patient-Centered Clinical Decision Support  | CDSiC
    cdsic.ahrq.gov/cdsic/patient-preferences-topic-highlight
    June 25, 2025 - This topic highlight describes the different ways PC CDS can support the collection of data about an … PC CDS tools can help collect patient preference data before, during, or after a clinical visit and apply … About the Topic Highlight  This resource defines the different types of patient preference data, describes … developers can use this resource to develop new PC CDS tools in ways that facilitate patient preference data

12. Trust and Patient-Centeredness Workgroup: Action Plan to Collect and Use Social Determinants of Health Data in Patient-Centered Clinical Decision Support | CDSiC
    cdsic.ahrq.gov/cdsic/action-plan-SDOH
    September 20, 2024 - Trust and Patient-Centeredness Workgroup: Action Plan to Collect and Use Social Determinants of Health Data … needs and 11 opportunities to support the collection and use of social determinants of health (SDOH) data … key challenges, current efforts, and future opportunities to support the collection and use of SDOH data … Identifying clinical guidelines that incorporate SDOH to develop PC CDS tools Understanding what SDOH data … to support data capture and integration for PC CDS development Measuring the effectiveness of PC CDS

13. Visualization of Patient-Generated Health Data: A Scoping Review of Dashboard Designs | CDSiC
    cdsic.ahrq.gov/cdsic/pghd_dashboard_manuscript
    September 13, 2023 - Involved Visualization of Patient-Generated Health Data … Clinical Informatics (ACI) shares findings from a scoping review of studies of patient-generated health data … Visualization of Patient-Generated Health Data: A Scoping Review of Dashboard Designs [published online

14. Measurement and Outcomes Workgroup: Patient-Centered Clinical Decision Support Planning and Reporting Tool User Guide | CDSiC
    cdsic.ahrq.gov/cdsic/planning-reporting-user-guide
    September 23, 2024 - CDS, such as patient needs elicitation, patient co-design, incorporation of patient generated health data … Four Workgroups February 3, 2023 View More See More About the Topic Data … Standards Patient Generated Health Data Patient Participation

15. Making Patient Apps Interoperable With the Health IT Ecosystem (pdf file)
    cdsic.ahrq.gov/sites/default/files/2025-06/SRF%20Topic%20Highlight%20Patient%20App%20Interoperability.pdf
    January 01, 2025 - that can be exchanged, and the key data standards for interoperability. … the likelihood that they will use the data in decision making. … Data focuses on the incorporation of patient- generated health data, patient preferences, social determinants … Data Standards Data representation and exchange standards are critical for achieving interoperability … United States Core Data for Interoperability (USCDI). HealthIT.gov.

16. An Overview of Standards for Patient-Centered Clinical Decision Support (pdf file)
    cdsic.ahrq.gov/sites/default/files/2024-06/CDSiC%20Factsheet_508.pdf
    January 01, 2024 - Stage 2: Standards for Managing Data Provenance. … Provenance can support the represen- tation and tracking of data provenance of different data sources … HL7 Bulk Data Access (Flat FHIR) API Standards are emerging; the SMART/HL7 Bulk Data Access (Flat … FHIR) API supports bulk data export … • Differentiate use cases for using bulk data (e.g., informing research and data aggregation for

17. Standards and Regulatory Frameworks Workgroup: Advancing Standardized Representations for Patient Preferences to Support Patient-Centered Clinical Decision Support (pdf file)
    cdsic.ahrq.gov/sites/default/files/2025-03/SRF%20Standards%20for%20Patient%20Preferences.pdf
    January 01, 2025 - data into PC CDS tools. … patient data. 4. … We did not find codes in the data domain for patient preference for data use. … data into PC CDS tools. … data" "research data access" "patient data sharing clinical trials" "patient data permission"

18. Standards and Regulatory Frameworks Workgroup: Improving Interoperability of Patient Apps With the Health IT Ecosystem (pdf file)
    cdsic.ahrq.gov/sites/default/files/2023-08/CDSiC%20App%20Interoperability%20Report_508.pdf
    January 01, 2023 - claim data, and contains relevant data elements and defines constraints on the data.26,27 Resources … data repositories, and present the data in an integrated view. … Storing all app data in an internal clinical data repository may assist with integrating data from various … One option for reviewing app data and EHR data in a single view is to pull data into a SMART on FHIR … 4.2.1 Considerations for Reviewing Data 4.2.2 Standards for Reviewing Data 4.2.3 Viewing Data: Challenges

19. Standards and Regulatory Frameworks Workgroup: Prioritizing Patient Preferences for Standardization to Support PC CDS (pdf file)
    cdsic.ahrq.gov/sites/default/files/2024-09/SRF_Patient%20Preference%20Standardization%20Priorities_508.pdf
    January 01, 2024 - Standardized, structured encoding of patient-preference data will allow those data to be used by and … Standardized, structured encoding of patient-preference data will allow those data to be used by and … for Interoperability (USCDI), which is “a standardized set of health data classes and constituent data … How do we define patient-preference data? … How do we define patient-preference data?

20. How Patient-Centered Clinical Decision Support Can Strengthen Shared Decision Making (pdf file)
    cdsic.ahrq.gov/sites/default/files/2025-07/CDSiC%20Topic%20Highlight_PC%20CDS%20and%20SDM_508_0.pdf
    January 01, 2025 - data, and data about each patient, including demographics and health- related social needs. … Data: Tools can use data about each patient to personalize the risks, benefits, and potential harms … Data: Tools can help patients and clinicians reach a decision that is guided by patient-provided data … Data: Tools can collect patient data needed to monitor progress towards clinical or personal goals. … PainManager sends clinicians reminders to review the patient-provided data in the EHR.