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Total Results: 36 records

Showing results for "cognitive".

1. Implementation, Adoption, and Scaling Workgroup: Landscape Assessment on the Use of Artificial Intelligence To Scale PC CDS (pdf file)
   cdsic.ahrq.gov/sites/default/files/2024-07/Final%20IAS_AI%20Landscape%20Assessment%206.24.24%20(003).pdf
   January 01, 2024 - To support cognitive processes and decision making, AI can provide recommendations to assist clinicians … The added cognitive burden from another source of information may contribute to alert fatigue. … Processes and Decision Making To support cognitive processes and decision making, AI can provide … The added cognitive burden from another source of information may contribute to alert fatigue. … From mindless to mindful practice – cognitive bias and clinical decision making.

2. Scaling, Measurement, and Dissemination of CDS Workgroup: Approaches to Measuring Patient-Centered CDS Workflow and Lifeflow Impact Executive Summary (pdf file)
   cdsic.ahrq.gov/sites/default/files/2023-08/Exec%20Sum_SMD%20Workflow%20Measurement%20Approaches%20Report%20to%20AHRQ%208.9.23_508.pdf
   January 01, 2023 - Mental workload The cognitive load or burden associated with using the PC CDS tool or changes in user-rated … cognitive load/burden when completing a workflow task or activity as a result of using the PC CDS tool … Measures Cognitive Workload: Clinician cognitive workload is not measured with high validity across … Related concepts of alert fatigue and desensitization can be used as proxy measures of cognitive workload … A review of measuring the cognitive workload of electronic health records.

3. CDS Standards and Regulatory Frameworks Workgroup: Approaches to Standardizing Override Reasons for Patient-Centered Clinical Decision Support | CDSiC
   cdsic.ahrq.gov/cdsic/standardizing-override
   September 09, 2025 - challenges in analyzing override data, which can help to improve PC CDS functionality, and can increase cognitive

4. Measuring Patient Experience of Patient-Centered Clinical Decision Support | CDSiC
   cdsic.ahrq.gov/cdsic/measuring-patient-experience
   September 09, 2025 - development of survey questions aligned with the priority domains, which were then further refined through cognitive

5. 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 - This separation can lead to increased time and cognitive burden for clinicians and inappropriate PC CDS

6. 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 - information seeking,32 and impact on workflows such as changes in consultation time.46 Measures of cognitive … Measuring Cognitive Workload. … using the National Aeronautics and Space Administration (NASA) Task Load Index33 (NASA-TLX) to assess cognitive … Measure constructs to assess alert fatigue were alert appropriateness,47 cognitive overload,50 think … EHR data: Time interval between appearance of the alert and completion of the selected actions Cognitive

7. 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 - cognitive load/burden when completing a workflow task or activity as a result of using the PC CDS tool … Measures Cognitive Workload: Clinician cognitive workload is not measured with high validity across … Related concepts of alert fatigue and desensitization can be used as proxy measures of cognitive workload … Cognitive Informatics for Biomedicine. 2015;:111–40. 24 Davis FD, Bagozzi RP, Warshaw PR. … A review of measuring the cognitive workload of electronic health records.

8. Implementation, Adoption, and Scaling Workgroup: Landscape Assessment on the Use of Artificial Intelligence to Scale PC CDS | CDSiC
   cdsic.ahrq.gov/cdsic/landscape-assessment-AI
   July 11, 2024 - technical development and support of PC CDS,  Complement direct/immediate clinician interaction,  Support cognitive

9. 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 - Use Clinician workflow integration Cognitive workload/cognitive burden of tool (objective) Objective … assessment of mental effort/cognitive workload associated with using tool, measured as total number of … A Review of Measuring the Cognitive Workload of Electronic Health Records. … Use Clinician workflow integration Cognitive workload/cognitive burden of tool (subjective) The amount … A Review of Measuring the Cognitive Workload of Electronic Health Records.

10. Measuring Patient Experience of Patient-Centered Clinical Decision Support (pdf file)
    cdsic.ahrq.gov/sites/default/files/2025-09/Final%20508_Measuring%20Patient%20Experience%20of%20PC%20CDS_0.pdf
    January 01, 2025 - We then conducted seven virtual cognitive testing sessions with seven patient advocates. … To create the final question bank for field-testing, we revised the survey questions based on cognitive … Survey Question Refinement and Finalization We interviewed patient advocates to cognitive test the … We implemented an iterative approach to question refinement based on cognitive testing, revising the … Cognitive Testing.

11. 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 - about the tool to address in future implementation plans.21,28 Additionally, users should report if cognitive … include formative evaluations in simulated settings with comparisons to business-as-usual; end-user cognitive … report if they conducted activities related to assessing usability of the designed tool, including cognitive … • Results of cognitive task load assessments. … Working minds: A practitioner's guide to cognitive task analysis.

12. 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 - o PAIGE reduced the cognitive burden on patients to know what information and symptoms to provide to … o While PAIGE reduced cognitive burden, it may not reduce time to communicate with clinicians. … insight into the specific features of AI-based chatbots that will enable them to save time and reduce cognitive … said, one clinician reported that PAIGE has the potential in the meantime to decrease clinicians’ cognitive … insight into the specific features of AI-based chatbots that will enable them to save time and reduce cognitive

13. CDSiC Innovation Center Quarterly Report (pdf file)
    cdsic.ahrq.gov/sites/default/files/2023-05/InnovationCenterQ4ProgressReportFinalForDTPFINAL.pdf
    January 01, 2023 - Data visualization techniques can lead to a more effective decision-making process by reducing cognitive … and availability, the design of visualizations, level of user experience and expertise, individual cognitive

14. 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 - Results of cognitive task load assessments. … Patient-Centered Activities Patient participation in PC CDS co-design and cognitive task load assessments

15. CDSiC Innovation Center: Quarterly Report (pdf file)
    cdsic.ahrq.gov/sites/default/files/2023-06/InnovationCenterQ12023ProgressReportDraft.pdf
    January 01, 2023 - Data visualization techniques can lead to a more effective decision-making process by reducing cognitive … and availability, the design of visualizations, level of user experience and expertise, individual cognitive

16. Trust and Patient-Centeredness Workgroup: Patient and Caregiver Perspectives on Generative Artificial Intelligence in Patient-Centered Clinical Decision Support (pdf file)
    cdsic.ahrq.gov/sites/default/files/2024-07/OY1_FINAL%20TPC%20Patient%20Perspectives%20Generative%20AI.pdf
    January 01, 2024 - ensure understanding of the terms and concepts described in the guide, we conducted three virtual cognitive … To refine the discussion guide, we conducted three 60-minute virtual cognitive debriefings with patient … During the cognitive debriefing sessions, we prompted participants to respond to each discussion guide … Cognitive debriefing participants also provided feedback on a background document on PC CDS and AI that

17. CDSiC Innovation Center: Quarterly Report (pdf file)
    cdsic.ahrq.gov/sites/default/files/2023-08/Innovation%20Center%20Q2%202023%20Progress%20Report.pdf
    January 01, 2023 - Data visualization techniques can lead to a more effective decision-making process by reducing cognitive … and availability, the design of visualizations, level of user experience and expertise, individual cognitive

18. 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 - Results of cognitive task load assessments. … Patient participation in PC CDS co-design and cognitive task load assessments. … Address the Patient-Centered Implementation Activities "Patient participation in PC CDS co-design and cognitive

19. Approaches to Standardizing Override Reasons for Patient-Centered Clinical Decision Support (pdf file)
    cdsic.ahrq.gov/sites/default/files/2025-09/508_SRF%20Level%202%20Override%20Taxonomy%20Implementation%208.28.25.pdf
    January 01, 2025 - Removing unnecessary variation in how similar override concepts are worded and presented could reduce cognitive … simple user override reasons to be practical (i.e., to fit on the card or interface) and to minimize cognitive … load (i.e., to limit the cognitive burden on the user). … Long, verbose terms can slow down the workflow or lead to cognitive overload. … Standardizing override reasons in this way may reduce cognitive burden on clinicians, who review many

20. Measurement and Outcomes Workgroup: Considerations for Minimizing Respondent Burden in Collecting Data for Patient-Centered Clinical Decision Support (pdf file)
    cdsic.ahrq.gov/sites/default/files/2025-09/For%20508%20Approval_MO%20Level%203%20Respondent%20Burden%20Report%208.21.25.pdf
    January 01, 2025 - This can reduce the number of questions, thus reducing the time and cognitive burden to complete data … Patients may experience cognitive or emotional burden if they are concerned about how their data will … Definition of cognitive impairment - NCI Dictionary of Cancer Terms - NCI. February 2, 2011. … Accessed June 9, 2025. https://www.cancer.gov/publications/dictionaries/cancer- terms/def/cognitive-impairment