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cdsic.ahrq.gov/cdsic/patient-centered-cds-postpartum-hypertension-monitor
September 28, 2022 - postpartum women (women who have recently given birth) for potential onset of blood pressure-related issues
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cdsic.ahrq.gov/sites/default/files/2024-09/Quartz%20Assessment%20Report_Public%20Version_0.pdf
January 01, 2024 - Once
2
all issues were resolved, they tested the app in the Baystate Health test environment … Test app in Oracle FHIR Sandbox
Address issues identified during testing
3. … What issues were encountered while integrating the app? How
were they addressed? … That’s where I’d love to
see this get to for a number of issues. … What integration issues did you encounter, and how were they resolved?
a.
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cdsic.ahrq.gov/sites/default/files/2024-07/OY1_FINAL%20TPC%20Patient%20Perspectives%20Generative%20AI.pdf
January 01, 2024 - Participants also expressed concerns that AI may have a limited ability to
address serious health issues … Participants also
noted that existing issues with the implementation and use of health technology may … They believed that AI might not be able to
address these fundamental issues in healthcare. … Participants emphasized that current issues with patient-facing technology in healthcare should
not … Some participants raised
issues around the credibility and outdatedness of the underlying evidence that
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cdsic.ahrq.gov/sites/default/files/2023-02/Real%20World%20PC%20CDS_Patient-Centered%20CDS%20for%20Postpartum%20Hypertension%20Monitoring_508_Jan26.pdf
January 01, 2023 - to fill out a
questionnaire and report symptoms that could suggest evolving blood pressure related issues
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cdsic.ahrq.gov/sites/default/files/2024-09/Final%20IAS%20PC%20CDS%20Case%20Studies%20Report_2.pdf
January 01, 2024 - Issues related to data interoperability, clinician
and patient user acceptance, integration with existing … The project
also noted issues with the currency of medication data curated by national drug standards … As a result, this
project experienced unexpected performance issues after migrating their PC CDS from … To address issues in
which PC CDS was not integrated at the right point in the clinician workflow, PC … To address these issues, the PC CDS community should develop approaches for
recruiting and engaging
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cdsic.ahrq.gov/cdsic/analytic-framework-action
February 25, 2025 - EXTERNAL FACTORS: External factors including the marketplace, policy, legal, and governance issues that
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cdsic.ahrq.gov/sites/default/files/2023-08/Checklist_SMD%20Planning%20Implementation%20Reporting_508fillable.pdf
January 01, 2023 - Approach to establish and
monitor a help desk or
malfunction log where end
users can report issues … Results of usability testing
among patients and
process to address
identified issues.
9
Implementation … Test CDS rules against
patient data to identify
system performance
issues. … Implementation Activities "Results of usability testing among patients and process to address identified issues … Patient-Centered Implementation Activities "1-Test CDS rules against patient data to identify system performance issues
-
cdsic.ahrq.gov/sites/default/files/2024-07/SRF_Taxonomy%20of%20PC%20CDS%20Override%20Recommendations_508_0.pdf
January 01, 2024 - ................................... 10
3.2.3.3 Recipient Disagrees With Recommendation Because of Issues … For
example, a patient or a clinician
may choose to decline a
recommendation because of
issues with … For example, a patient or a
clinician may choose to decline a
recommendation because of issues
with … This taxonomy is not meant for analysis of the underlying issues with a
PC CDS algorithm or its data … The taxonomy includes
four subdomains of override reasons related to issues with the clinical evidence
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cdsic.ahrq.gov/sites/default/files/2023-08/CDSiC%20App%20Interoperability%20Report_508.pdf
January 01, 2023 - health.3,11
Apps are increasingly being developed to address specific diseases.1 Common medical issues … Issues such as the quality of app data, where to store it in the EHR, and how to record data
provenance … write into the EHR
are another concern.35,36,37 Additionally, there may be legal and/or liability issues … PC CDS Ecosystem Diagram, scenarios, and requirements; and
identify any additional interoperability issues … We recognize that the range of health issues (i.e., use cases), the requirements
for patient engagement
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cdsic.ahrq.gov/sites/default/files/2024-09/Final_MO%20PC%20CDS%20User%20Guide%20(1)_0_0.pdf
January 01, 2024 - Users may have conducted a local needs assessment to identify issues that could
be addressed by PC CDS … CDS behavior (e.g., due to changes in data definitions) and identify potential system
performance issues … .9 Additionally, if users involved patients in identifying people and
process issues, they should report … Issues were addressed as soon as they were
identified. … Patient-Centered Activities
• Test PC CDS rules against patient data to identify system performance
issues
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cdsic.ahrq.gov/sites/default/files/2024-09/PAIGE%20Assessment%20Report_Public%20Version.pdf
January 01, 2024 - prototype chatbot, providing
insights into key design and usage considerations, as well as identifying issues … AI-based system, in large part due to the belief that virtual assistants make
it harder to get their issues … the
summary for accuracy, which is particularly important in cases where conditions cause memory
issues … No patients reported issues
understanding PAIGE’s questions and/or any terms used during usability testing
-
cdsic.ahrq.gov/sites/default/files/2024-12/OY2_Final_Stakeholder%20Center%20Charter.pdf
January 01, 2024 - Dedicated forums where CDSiC can engage a range of stakeholders from the CDS ecosystem,
and where issues
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cdsic.ahrq.gov/sites/default/files/2024-12/OY2%20Innovation%20Center%20Operational%20Framework_508.pdf
January 01, 2024 - Workgroup
meetings to obtain direct feedback on products and engage Workgroup Leads to help prioritize issues
-
cdsic.ahrq.gov/sites/default/files/2023-08/User%20Guide_SMD%20Planning_%20Implementation_%20Reporting_508.pdf
January 01, 2023 - Implementers may consider conducting local needs assessments to identify issues that can
be addressed … developing an approach to establish and
monitor a help desk or malfunction log where end users can report issues … including patients in software development activities, and paying attention
to privacy and cybersecurity issues … CDS
behavior (e.g., due to changes in data definitions) and identify potential system performance
issues … .18 Additionally, implementers should involve patients in identifying people and
process issues and
-
cdsic.ahrq.gov/sites/default/files/2023-09/SMD%20PC%20CDS%20Performance%20Measurement%20Inventory%20User%20Guide_FINAL_9.19.23.pdf
January 01, 2023 - implementers report using
to assess user-centered design: user interface design and user interface issues … Usability Questionnaire (CSUQ),11 and the Nielsen heuristic principles.12
Measuring User Interface Issues … The identification of the user interface issues can help
implementers to identify design features that … enable or impede use.13 Addressing these
issues through design improvements can reduce the number of … makes
and promote safe use.13 Approaches researchers have reported for assessing these
user interface issues
-
cdsic.ahrq.gov/sites/default/files/2023-09/SMD%20PC%20CDS%20Performance%20Measurement%20Inventory_FINAL_9.19.23.xlsx
January 01, 2023 - Assessed Data Collection Approach Tool/Approach Source(s)
Design User-centered design User interface issues … Aug 14 2017;17(1):122. doi:10.1186/s12911-017-0520-7
Design User-centered design User interface issues … Potential clinical severity of usability issues Data integration display of physiologic data exported … - CDS has uncovered issues with patients that I might not otherwise have found out about. … Methods uncovering usability issues in medication-related alerting functions: results from a systematic
-
cdsic.ahrq.gov/sites/default/files/2022-04/Final%20Innovation%20Center%20Charter_508.pdf
January 01, 2022 - literature
underscores that the greatest challenges to widespread “plug-and-play” CDS use are integration
issues
-
cdsic.ahrq.gov/sites/default/files/2024-12/OY2%20Innovation%20Center%20Charter_508.pdf
January 01, 2024 - literature
underscores that the greatest challenges to widespread “plug-and-play” CDS use are integration issues
-
cdsic.ahrq.gov/sites/default/files/2024-10/IAS_Key%20Factors%20and%20Considerations%20for%20Assessing%20the%20Value%20of%20PC%20CDS.pdf
January 01, 2024 - Such issues include incomplete cost data,
underestimates of the full scope of benefits, difficulty controlling … These issues primarily reflect limitations with the outcome data used as inputs for economic
evaluation … addressing barriers to PC CDS use, such as differences in adoption among patient
populations, interface issues … , and access issues, before implementing new PC CDS.
4.1.3 Measures to Assess Value from Other Stakeholder
-
cdsic.ahrq.gov/cdsic/workgroup-viewpoint
February 03, 2023 - their limited integration with EHRs and other technologies in the health IT ecosystem can cause many issues