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Total Results: 155 records

Showing results for "data".

41. CDSiC Innovation Center: Quarterly Report (pdf file)
    cdsic.ahrq.gov/sites/default/files/2025-02/Innovation%20Center%20Q4%202024%20Progress%20Report_02.21.25.pdf
    January 01, 2025 - When abstracting data, the team focused on the type of AI used (focusing on generative AI), the PC CDS … This year, the Core 2 team will enhance the app to collect blood pressure data from patients and will … They successfully wrote back patient data (e.g., text messaging conversations) to the EHR using the … vendor’s proprietary application programming interface and began incorporating blood pressure data in … They will begin patient recruitment for the pilot in a clinic setting, as well as data collection for

42. MO Patient Preference Inventory (xls file)
    cdsic.ahrq.gov/sites/default/files/2025-03/Copy%20of%20Final_MO_Patient%20Preference%20Inventory_6.7.24_508.xlsx
    January 01, 2025 - Ann Fam Med. 2012;10(5):428-434. doi:10.1370/afm.1396 Data​ Use of data​, Access​ N/A N/A N/A N/A • … Data​ Access​, Use of data​ N/A N/A N/A N/A • Patient access to their own data • Clinician access (e.g … of results​ N/A N/A • Research access (e.g., consent processes to share data for research) EHR data … Patient Perspectives About Decisions to Share Medical Data and Biospecimens for Research. … Access​ Data​ Use of data​ Healthcare Services​ Prevention​ Healthcare Services​ Receipt of results​

43. Building Momentum: CDSiC’s Continued Progress Toward Advancing Patient-Centered Clinical Decision Support | CDSiC
    cdsic.ahrq.gov/cdsic/year-3-viewpoint
    February 29, 2024 - AI can process large amounts of clinical data to provide recommendations ever more quickly and accurately … (such as high costs for creation and maintenance or time needed to collect patient-generated health data … data are not currently captured, and how to address measurement gaps in this area. … This effort is identifying methods for capturing patient preference data in ways that not only reduce … This product is outlining an action plan that outlines key challenges in using SDOH data for PC CDS,

44. Scaling, Measurement, and Dissemination Workgroup: (pdf file)
    cdsic.ahrq.gov/sites/default/files/2023-09/SMD%20PC%20CDS%20Performance%20Measurement%20Inventory%20User%20Guide_FINAL_9.19.23.pdf
    January 01, 2023 - ► Data: Data that are generated directly from patients such as patient-generated health data (PGHD … ), patient- reported outcomes (PROs), and/or nonclinical patient- centric data … ,17 the availability of patient-specific data elements (e.g., clinician-entered data, registration data … , laboratory data, pharmacy system data) needed as an input for the decision support logic,15 and the … Researchers reported primarily using EHR data to measure alert data integrity, with a few measures requiring

45. PC CDS Planning, Implementation, and Reporting Checklist (pdf file)
    cdsic.ahrq.gov/sites/default/files/2024-09/Final_MO%20PC%20CDS%20Planning%20and%20Reporting%20Tool_0.pdf
    January 01, 2024 - Existing data quality, local data availability, and additional data needs. … Patient-Centered Activities Patient-contributed data that were used, barriers to capturing these data … , and the optimum time to collect patient- contributed data. … mixed method studies, such as assessments of user experience combined with usage data. … Engagement trends among patients from patient user data.

46. Exploring How Artificial Intelligence (AI) Can Enhance Patient-Centered Clinical Decision Support | CDSiC
    cdsic.ahrq.gov/cdsic/AI-viewpoint
    February 25, 2025 - grows in healthcare, including CDS, opportunities exist to improve care delivery by analyzing patient data … , processing large amounts of clinical data to provide recommendations, and supporting clinical decision … Predictive AI includes machine learning, statistical modeling, and data-mining techniques that support … collected by AI-supported tools and how these data are stored and shared, and 3) receive information … on the underlying evidence used to inform AI-supported PC CDS output (e.g., what data sources the tool

47. Patient Preferences Are Essential to Bringing the Patient Into Focus (pdf file)
    cdsic.ahrq.gov/sites/default/files/2024-09/CDSiC%20Infographic%202024_508_0.pdf
    January 01, 2024 - Data This domain encompasses patient preferences around access and use of personal health data and … preferences Time constraints, technological limitations for recording or storing unstructured preference data … Personal characteristics Healthcare services Communication Access and care experience Engagement Data

48. PC CDS Performance Measurement Inventory (xls file)
    cdsic.ahrq.gov/sites/default/files/2023-09/SMD%20PC%20CDS%20Performance%20Measurement%20Inventory_FINAL_9.19.23.xlsx
    January 01, 2023 - INVENTORY • Users can use the inventory during planning and needs assessment to ensure appropriate data … integration display of physiologic data exported from devices and monitors in the intensive care unit … of patient-specific data by data type (clinician-entered data, registration data, lab data, pharmacy … Design Software performance Data retrieval accuracy Binary outcome across data categories (e.g., encounters … Use Adoption Data availability via patient portal Whether, and which, data are sent by the care team

49. CDS Standards and Regulatory Frameworks Workgroup | CDSiC
    cdsic.ahrq.gov/cdsic/cdsic-stakeholder-community-outreach-center/cds-standards-regulatory-framework
    January 02, 2025 - Standards are agreed-upon methods for connecting systems together and may pertain to security, data … transport, data format or structure, or the meanings of codes or terms. … While many standards are available, new innovations in PC CDS, such as the use of data directly from … domains/sub-domains for standardization that will inform an action plan for the incorporation of this data … Patient-Centered Clinical Decision Support This report describes standards for patient-preferences data

50. Scaling, Measurement, and Dissemination of CDS Workgroup: Approaches to Measuring Patient-Centered CDS Workflow and Lifeflow Impact (pdf file)
    cdsic.ahrq.gov/sites/default/files/2023-08/SMD%20Workflow%20Measurement%20Approaches%20Report_to%20AHRQ%208.9.23_508.pdf
    January 01, 2023 - The HL7® Patient Empowerment Workgroup defines such patient-contributed data as “any data, information … Unlike traditional healthcare data generation, patients, not their care team, choose what data to generate … , user-reported, or software/sensor observational data). … or other documentation, screen capture software data, and eye-tracking data. … Big Data Soc. 2022; 9(1).

51. PC CDS Planning, Implementation, and Reporting User Guide (pdf file)
    cdsic.ahrq.gov/sites/default/files/2024-09/Final_MO%20PC%20CDS%20User%20Guide%20(1)_0_0.pdf
    January 01, 2024 - ► Data: Focuses on the incorporation of patient-generated health data, patient preferences, social … quality (i.e., completeness and validity) and local data availability, and identified additional data … • Existing data quality, local data availability, and additional data needs. … data, and the optimal time to collect patient-contributed data … “Real-World Data: Assessing Electronic Health Records and Medical Claims Data to Support Regulatory

52. Standards and Regulatory Frameworks Workgroup: Environmental Scan | CDSiC
    cdsic.ahrq.gov/cdsic/srf-environmental-scan-report
    January 01, 2023 - related to: Standards for Translating Clinical Guidelines into PC CDS  Standards for Managing Data … Provenance  Patient-Generated Health Data (PGHD) Standards  Standard PC CDS Insertion Points  … Standards for Nonclinical Patient-Centered Data  Integration of PGHD into Electronic Health Records … CDS-Focused Application Programming Interfaces  Application Programming Interfaces for Bulk Data … Decision Support February 29, 2024 View More See More About the Topic Data

53. CDSiC Stakeholder Community and Outreach Center: Quarterly Report (pdf file)
    cdsic.ahrq.gov/sites/default/files/2023-02/Stakeholder%20Center%20Quarterly%20Report%20Two_508_Jan26.pdf
    January 01, 2023 - Additionally, this product will document challenges related to the capture or use of preference data … To date, the team has conducted several targeted literature searches, initiated data extraction, and … standards for collecting and using patient preference data to guide PC CDS, accompanied by a set of … It will summarize currently available data standards that can represent patient preferences and other … It will identify gap areas where standards for patient preference data are lacking.

54. OY2 Innovation Center Charter (pdf file)
    cdsic.ahrq.gov/sites/default/files/2024-12/OY2%20Innovation%20Center%20Charter_508.pdf
    January 01, 2024 - decision-making tools that significantly incorporate patient-centered factors related to knowledge, data … Data focuses on the incorporation of patient-generated health data, patient preferences, social determinants … ■ Accelerate the development of best practices surrounding the use of data interoperability standards … challenges to implementing and using PC CDS and recommend areas for further research (e.g., gaps in data … electronic health records (EHRs) and healthcare organizations do not routinely collect much of the data

55. Scaling, Measurement, and Dissemination of CDS Workgroup: PC CDS Planning, Implementation, and Reporting Checklist (pdf file)
    cdsic.ahrq.gov/sites/default/files/2023-08/Checklist_SMD%20Planning%20Implementation%20Reporting_508fillable.pdf
    January 01, 2023 - Existing data quality, local data availability, and additional data needs. … Patient-contributed data that were used, barriers to capturing these data, and the optimum time to … collect patient-contributed data. … Engagement trends among patients from patient user data. … User data related to PC CDS usage patterns, engagement, and adherence.

56. CDSiC Innovation Center: Quarterly Report (pdf file)
    cdsic.ahrq.gov/sites/default/files/2025-06/Innovation%20Center%20Q2%202025%20Progress%20Report_to%20DTP_06.24.25.pdf
    January 01, 2025 - new content from textual and media input,7 has strong capabilities to synthesize large amounts of data … visit recordings, patient- generated health data [PGHD]).8 Because of the rapid growth of GenAI and … This year, the Core 2 team will enhance the app to collect blood pressure data from patients and will … The team plans to collect qualitative data from the technical team on their experience updating and … They will complete data collection on the app’s usability and acceptability and submit the Assessment

57. Trust and Patient-Centeredness Workgroup: Capturing Patient Preferences for Patient-Centered Clinical Decision Support Within Patient Lifeflows and Clinical Workflows | CDSiC
    cdsic.ahrq.gov/cdsic/patient-preferences-workflow-lifeflow
    August 01, 2024 - Workflows This report offers various methods for capturing different types of patient preference data … review and a series of key informant interviews, this report describes when and how patient preference data … information to other care team members, such as medical assistants or nurses  Ensuring patient preference data … report describes the timepoints and various methods for capturing different types of patient preference data

58. CDSiC Stakeholder Community and Outreach Center: Quarterly Report (pdf file)
    cdsic.ahrq.gov/sites/default/files/2023-09/Stakeholder%20Center%202023%20Q3%20Report%20to%20AHRQ%209.27.23.pdf
    January 01, 2023 - The product also documents challenges related to the capture or use of preference data and outlines … The product maps actors and the stages for requesting and obtaining data from patient apps within the … At present, there is no consensus on the different types of patient preference data that can influence … As such, it reports on the current state of content adoption and use of data standards for collecting … standards for collecting and using patient preference data.

59. PAIGE Chatbot For Patient-Clinician Communication: (pdf file)
    cdsic.ahrq.gov/sites/default/files/2024-09/PAIGE%20Assessment%20Report_Public%20Version.pdf
    January 01, 2024 - Data focuses on the incorporation of patient-generated health data, patient preferences, social determinants … 3.2 Data Collection Methods The assessment collected qualitative and quantitative data from two end-user … Data sources included “talk- aloud” usability testing sessions, a validated survey instrument, and data … and 2) quantitative data collection from the prototype PAIGE system. … EHR Data Integration.

60. Implementation, Adoption, and Scaling Workgroup: Key Factors and Considerations for Assessing the Value of Patient-Centered Clinical Decision Support (pdf file)
    cdsic.ahrq.gov/sites/default/files/2024-10/IAS_Key%20Factors%20and%20Considerations%20for%20Assessing%20the%20Value%20of%20PC%20CDS.pdf
    January 01, 2024 -  Consider alternative approaches to assessing value to avoid limitations with the data currently … Data focuses on the incorporation of patient- generated health data, patient preferences, social determinants … inaccuracy (e.g., wrong patient details and incorrect, missing, or duplicate clinical data). … Additionally, the data sources used to estimate outcomes of interest vary. … Federal data for conducting patient-centered outcomes research on economic outcomes.