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Total Results: 35 records

Showing results for "population".

1. 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 - Integrated PC CDS and Population-Level Analytics. … Population-level analytics Population-level health analytics can use bulk data access to EHRs, whereby … Bulk FHIR standard.67 The HL7 Bulk Data Access (Flat FHIR) API supports export of data for patient populations … Healthcare API, and Epic’s EHR.68,69 Recently, researchers tested an approach using CDS Hooks to process populations … for Integrated PC CDS and Population-Level Analytics 4.3.3 Integrated PC CDS and Population-Level Analytics

2. Measurement and Outcomes Workgroup: Inventory of Patient Preference Measurement Tools for PC CDS Report (pdf file)
   cdsic.ahrq.gov/sites/default/files/2025-03/Final_MO_Patient%20Preference%20Report_6.7.24.pdf
   January 01, 2025 - Preferences ................13 4.4 Address Needs of Medically Vulnerable Populations .............. … The tool has been successfully pilot tested with a population. • Used in a clinic/health system. … Use Population. … This column describes the patient population the tool is designed for. 5 Condition/Disease Context … The identified tools may not fit the needs of all patient populations or healthcare settings.

3. Implementation, Adoption, and Scaling Workgroup: Exploring Challenges and Opportunities for Patient Engagement, Implementation, Adoption, and Scaling Through PC CDS Case Studies (pdf file)
   cdsic.ahrq.gov/sites/default/files/2024-09/Final%20IAS%20PC%20CDS%20Case%20Studies%20Report_2.pdf
   January 01, 2024 - and two projects specifically noted that the patients they engaged were not representative of the population … The FHIR Clinical Guidelines Implementation Guide did not support the population-level queries necessary … For example, one project described being unable to sustain a population-level version of their PC CDS … Population health management approach to depression symptom monitoring in primary care via patient portal … Pragmatic clinical trial of population health, portal-based depression screening: The PORTAL-depression

4. 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 - potential challenges related to mistrust, particularly for historically marginalized or vulnerable populations … to include individuals from diverse backgrounds, there is a need to explore views across different populations … development of these tools, where the perceived accuracy of the data might not represent the true patient population … navigating the existing healthcare system, particularly for historically marginalized or vulnerable populations … Without considerations for historically marginalized or vulnerable populations, the implementation and

5. 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 - PC CDS, ensuring that PC CDS reaches a variety of health systems, geographic locations, or patient populations … PC CDS, ensuring that PC CDS reaches a variety of health systems, geographic locations, or patient populations … , key informants noted opportunities exist for AI to deliver healthcare more efficiently to larger populations … during clinical decision making and lead to patient harm.69 For example, decisions made about a patient population … that was not trained using a representative dataset can result in adverse treatment outcomes for said population

6. 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 - ☐ Not Applicable ☐ Task Description PC CDS delivery method appropriate for the patient population … were identified and engaged in PC CDS implementation, particularly patients representing vulnerable populations … Consider unique internal and external factors faced by vulnerable populations. 13 Task

7. 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 - PC CDS delivery method that is appropriate for the patient population and types of data available. … identified and engaged in PC CDS implementation, particularly patients representing vulnerable populations … Consider unique internal and external factors faced by vulnerable populations. … were identified and engaged in PC CDS implementation, particularly patients representing vulnerable populations … encounter when using the PC CDS: Consider unique internal and external factors faced by vulnerable populations

8. Outcomes and Objectives Workgroup: Integration of Patient-Centered Clinical Decision Support Into Shared Decision Making (pdf file)
   cdsic.ahrq.gov/sites/default/files/2023-09/FINAL%20OO%20PC%20CDS%20SDM%20Report.pdf
   January 01, 2023 - this personal data, and we only have the ability to 12 personalize it for a subset of the population … Beyond potential lack of access, other patient populations may not be accustomed to taking an active … These tools may not be fully accessible to all populations due to lack of infrastructure to support … Data & Risk Communication • How do we define the MCID in PRO and other PGHD over time (in samples/populations … A Systematic Review and Meta-Analysis of Patient Decision Aids for Socially Disadvantaged Populations

9. Exploring How Artificial Intelligence (AI) Can Enhance Patient-Centered Clinical Decision Support | CDSiC
   cdsic.ahrq.gov/cdsic/AI-viewpoint
   February 25, 2025 - AI-supported PC CDS; and considering potential challenges related to mistrust, particularly for vulnerable populations … continue to explore the impact of generative AI-supported PC CDS, particularly among different patient populations … using AI to scale PC CDS—defined as efforts to widen use of PC CDS across health systems and patient populations—carefully

10. Measurement and Outcomes Workgroup: Patient Preference Measurement Tools for PC CDS Inventory Spreadsheet | CDSiC
    cdsic.ahrq.gov/cdsic/patient-preference-measurement-tools-inventory
    June 20, 2024 - the following aspects of each instrument/tool:  Delivery method Extent of adoption in healthcare Use population

11. 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 - • Use Population: This column describes the patient population the tool is designed for. • Condition … may not be applicable to people with limited to no internet access (e.g., rural, unhoused, low income populations … validated for use in primary care and surgical settings It has also been validated for use with general populations … Decisional Control Preferences in the Hispanic Population in the Bronx. 2019. … Decisional Control Preferences in the Hispanic Population in the Bronx. 2019.

12. 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 - justifications for the tool type, choice of delivery method, targeted user, and workflow given the patient population … Users should consider reporting unique internal and external factors faced by vulnerable populations … when reporting results from program evaluations to determine the overall value of the PC CDS to this population … ☒ Not Applicable ☐ Task Description • PC CDS delivery method appropriate for the patient population … Consider unique internal and external factors faced by vulnerable populations.

13. 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 - recruitment methods and refining feedback mechanisms to ensure representation across varied patient populations

14. Scaling, Measurement, and Dissemination of CDS Workgroup: PC CDS Planning, Implementation, and Reporting User Guide (pdf file)
    cdsic.ahrq.gov/sites/default/files/2023-08/User%20Guide_SMD%20Planning_%20Implementation_%20Reporting_508.pdf
    January 01, 2023 - justifications for the tool type, choice of delivery method, targeted user, and workflow given the patient population … In particular, implementers can engage patients representing vulnerable populations in implementation … implementers should consider reporting of unique internal and external factors faced by vulnerable populations … when reporting results from program evaluations to determine the overall value of the PC CDS to this population … champions to disseminate information about the tool and encourage use among other relevant patient populations

15. 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 - holistic care recommendations that positively impact clinical and quality of care outcomes for all populations … - related social needs can introduce bias or stigma and perpetuate stereotypes for certain patient populations … From the patient perspective, screening tools should be carefully chosen based on the patient population … PC CDS developers should partner with patient advocacy groups representing the at-risk population in … utility for advancing person-centeredness, SIREN’s framework will support evaluation of individual and population

16. 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 - organizations to commit to addressing barriers to PC CDS use, such as differences in adoption among patient populations … couple of informants suggested that healthcare organizations and payers pilot test PC CDS on patient populations … They could then scale effective PC CDS to the organization's entire patient population to realized economics … Randomized trial of population-based clinical decision support to facilitate care transitions. … Population-based clinical decision support: a clinical and economic evaluation.

17. Scaling, Measurement, and Dissemination of CDS Workgroup: PC CDS Planning, Implementation, and Reporting Checklist | CDSiC
    cdsic.ahrq.gov/cdsic/smd-pccds-checklist
    August 01, 2023 - : Skip to main content HHS.gov Menu Main navigation CDS Home CDS Innovation Collaborative An official website of the Department of Health & Human Services …

18. Outcomes and Objectives Workgroup: Patient-Focused Outcome Measures for Patient-Centered CDS (pdf file)
    cdsic.ahrq.gov/sites/default/files/2023-10/Final%20OO%20Patient%20Outcomes%20of%20PC%20CDS%20to%20AHRQ%2010.6.23.pdf
    January 01, 2023 - Use Case Component Component Description Clinical Context The target clinical population and specific … A measure needs to be selected and tailored (by condition, setting, population, or service-specific … Risk perception was measured on a scale of 1-7, relative to the general population, considering 1 as … For one analysis, responses of 1-4 were classified as 'population risk' and 5-7 as 'increased risk' … involve the development of core outcome sets for a variety of different health conditions, target populations

19. CDSiC Innovation Center: Quarterly Report (pdf file)
    cdsic.ahrq.gov/sites/default/files/2025-03/Innovation%20Center%20Q1%202025%20Progress%20Report_03.25.25.pdf
    January 01, 2025 - measurement to assess PC CDS performance that are extensible to different health care settings, patient populations … is particularly pertinent for chronic conditions such as hypertension that impact a large patient population

20. Trust & Patient-Centeredness Workgroup: An Introductory Handbook for Patient Engagement Throughout the Patient-Centered Clinical Decision Support Lifecycle (pdf file)
    cdsic.ahrq.gov/sites/default/files/2023-10/TPC%20Pat%20Engage%20Handbook%20Final.pdf
    January 01, 2023 - patient-centeredness in research emphasize the importance of engaging individuals who represent the population … interviews, it is important to ensure diverse representation reflective of the spectrum within the patient population … of interest.2 Consider the appropriate sample size and representativeness of the patient population … PC CDS implementers can engage patients representing underrepresented populations in implementation … implementers should consider potential access issues with web-based tools and the needs of the patient population