-
cdsic.ahrq.gov/sites/default/files/2024-09/Final_MO%20PC%20CDS%20User%20Guide%20(1)_0_0.pdf
January 01, 2024 - of cost, (e.g., dollar amounts), other qualitative and quantitative indicators may be
relevant, such … outcomes, users should
report changes in clinical (e.g., health outcomes,
patient safety), health … of health or determinants of health, indicators of social status, and “methods for
comparing health … ☒
Not Applicable ☐
Task Description
• Changes in clinical (e.g., health outcomes, patient safety … Work system design for patient safety: the SEIPS
model.
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cdsic.ahrq.gov/cdsic/AI-viewpoint
February 25, 2025 - PC CDS can be delivered to patients and caregivers—for example, through mobile apps and patient portals—or … care, synthesize patient-generated health data to help inform care decisions, engage with patients and … healthcare continues to grow, there is increasing awareness of the need to ensure the trustworthiness and safety … Strategies to ensure patient safety and privacy focus on addressing ethical principles, addressing differences … safety (e.g., by reducing AI confabulations and errors), gathering patient and caregiver perspectives
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cdsic.ahrq.gov/sites/default/files/2024-07/Final%20MO%20Patient%20Prioritization%20of%20Measurement%20Areas%207.18.24.pdf
January 01, 2024 - Measures of the patient health journey assess 15 areas related to patients’ lived experiences
across … Methods
To understand what areas within the patient health journey were most important to patients, … factors like cost.6,7 However, there are
gaps in the literature regarding how relevant
outcomes and indicators … and patient care) within the patient
health journey, highlighting the importance to patients of assessing … Developing a primary
care patient measure of safety (PC PMOS): a modified Delphi process and face validity
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cdsic.ahrq.gov/sites/default/files/2024-06/Copy%20of%20Final_MO_Patient%20Preference%20Inventory_6.7.24_508_0.xlsx
January 01, 2024 - back pain patients. … Patient Preferences for Patient Participation (the 4Ps) 12 Asks patients to rank importance of various … Safety Action Network and authors' knowledge of gaps in informed consent. … Patient-Centered Preference Assessment to Improve Satisfaction With Care Among Patients With Localized … back pain patients.
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cdsic.ahrq.gov/sites/default/files/2025-03/Copy%20of%20Final_MO_Patient%20Preference%20Inventory_6.7.24_508.xlsx
January 01, 2025 - back pain patients. … Patient Preferences for Patient Participation (the 4Ps) 12 Asks patients to rank importance of various … Safety Action Network and authors' knowledge of gaps in informed consent. … Patient-Centered Preference Assessment to Improve Satisfaction With Care Among Patients With Localized … back pain patients.
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cdsic.ahrq.gov/sites/default/files/2024-07/Final%20IAS_AI%20Landscape%20Assessment%206.24.24%20(003).pdf
January 01, 2024 - • Strategies for ensuring patient safety. … • Strategies for ensuring patient safety. … • Strategies for Ensuring Patient Safety. … • Strategies for Ensuring Patient Safety. … To protect patient safety and alleviate patient privacy concerns, research
ethics principles based on
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cdsic.ahrq.gov/sites/default/files/2023-10/CDSiC%20Innovation%20Core-PRO%20Dashboards%20Overview%20Revised_Small_1.pdf
January 01, 2023 - AHRQ Patient Reported Outcome (PRO) Clinical Decision Support (CDS) Dashboard Overview
AHRQ Patient … Clinical Decision Support Innovation
Collaborative, two dashboards for measuring the performance of patient … ► The Patient-Reported Outcome (PRO) Clinical Decision Support (CDS)
Dashboard is intended to support … safety
of the CDS interventions associated with the PROs collected
3
For the purpose of this … ACME has decided to start a
new program where they
encourage patients to complete
the patient health
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cdsic.ahrq.gov/sites/default/files/2023-08/SMD%20Workflow%20Measurement%20Approaches%20Report_to%20AHRQ%208.9.23_508.pdf
January 01, 2023 - Indicators: Scant attention to
measures composed of patient-reported
outcomes and items to assess … These
measures should be prioritized so that they can be
leveraged in improving patient safety.65 … Instead, most studies measured proxy measures as indicators of the quality, completeness, or
accuracy … Patient Safety and Quality: An Evidence-Based Handbook for Nurses. … BMJ Quality & Safety. 2003;12(2):93-99.
29 Guimond P, Bunn H, O'Connor AM, Jacobsen MJ, Tait VK, Drake
-
cdsic.ahrq.gov/sites/default/files/2023-08/Final%20TPC%20P3_Source%20Credibility%20to%20AHRQ%208.2.23_508c%20Version.pdf
January 01, 2023 - ) and patient-
facing PC CDS (i.e., where patients receive and factor PC CDS recommendations into clinical … patients and clinicians (e.g., during clinical encounters, via patient portals). … of the Quality of Online Health Information:
Systematic Literature Review of Relevant Criteria and Indicators … Medication safety alert fatigue may be reduced via interaction design and
clinical role tailoring: a … Data Challenges With Real-Time Safety Event
Detection And Clinical Decision Support.
-
cdsic.ahrq.gov/sites/default/files/2023-10/Final%20OO%20Patient%20Outcomes%20of%20PC%20CDS%20to%20AHRQ%2010.6.23.pdf
January 01, 2023 - The literature reveals gaps in evidence related to the identification of outcomes and respective
indicators … In the Engagement subdomain, we did not identify measures related to:
• Patient activation: indicators … S0895435613004885&tid=spdf-ee667906-0ce6-4cef-bde1-e7d78873b539&sid=3713993c23fe384f739a6b4750ad5d8a6cb4gxrqa&type=client … BMJ Quality & Safety. 2001;10:135-140.
131 Kline JA, Zeitouni RA, Hernandez-Nino J, Jones AE. … on safety and resource use.
-
cdsic.ahrq.gov/sites/default/files/2024-07/SRF_Taxonomy%20of%20PC%20CDS%20Override%20Recommendations_508_0.pdf
January 01, 2024 - Journal of Patient Safety. 2022;18(6):630-6. doi:10.1097/pts.0000000000001034. … Drug Safety. 2017 Nov;41(3):297-302. doi:10.1007/s40264-017-0615-1. … BMJ Quality & Safety. 2018;27(9):718-724. … Journal of Patient Safety. 2022;18(6):630-6. doi:10.1097/pts.0000000000001034.
30 Wong A, Seger DL, … Drug Safety. 2017 Nov;41(3):297-302. doi:10.1007/s40264-017-0615-
1.
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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 - Outside Healthcare Encounters: Patients and/or caregivers
interact with PC CDS tools such as patient … Patient-facing CDS enables patients to share health data with their care team, ask questions of
their … Patient decision making The resulting impacts from patients’ involvement in decision-making
processes … Indicators: Scant attention to
measures composed of patient-reported
outcomes/items to assess aspects … These measures should be prioritized so they can be
leveraged in improving patient safety.15
Informed
-
cdsic.ahrq.gov/sites/default/files/2023-09/SMD%20PC%20CDS%20Performance%20Measurement%20Inventory_FINAL_9.19.23.xlsx
January 01, 2023 - 017-0520-7
Design User-centered design User interface design Assesses user perceptions of usability Patient-safety … Use, Perceived Usability, and Barriers to Implementation of a Patient Safety Dashboard Integrated within … Use, Perceived Usability, and Barriers to Implementation of a Patient Safety Dashboard Integrated within … Use, Perceived Usability, and Barriers to Implementation of a Patient Safety Dashboard Integrated within … Results Policy and safety compliance Healthcare process outcomes Number of severe/life threatening patient
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cdsic.ahrq.gov/sites/default/files/2023-10/TPC%20Pat%20Engage%20Handbook%20Final.pdf
January 01, 2023 - For example, researchers have conducted patient
focus groups in which patients were observed using a … facing, is patient uptake
and adoption.66 Engaging patients as end-user champions can help advocate … Developed by Johns Hopkins Medicine Armstrong Institute for Patient
Quality and Safety, this roadmap … Developing consensus on hospital prescribing
indicators of potential harms amenable to decision support … Armstrong Institute for Patient Safety
and Quality. Accessed Aug 18, 2023.
-
cdsic.ahrq.gov/sites/default/files/2023-07/Updated_OOPatientPreferenceTaxonomy.pdf
January 01, 2023 - • Mitigates potential safety implications of omitting patient health data from PC
CDS. … • Mitigates potential safety implications
of omitting patient health data from
PC CDS. … preference*”[tw])
(“patient
preference”[MeSH] OR
“patient preference*”[tw]
OR “client preference … Patient Preferences for Patient Portal-Based
Telepsychiatry in a Safety Net Hospital Setting During … Safety.
-
cdsic.ahrq.gov/sites/default/files/2023-08/User%20Guide_SMD%20Planning_%20Implementation_%20Reporting_508.pdf
January 01, 2023 - ► Data: Data that are generated directly
from patients such as patient-generated
health data, patient-reported … patient needs elicitation, patient co-design, incorporation of PGHD, and involvement of patients as key … of cost, (e.g., dollar amounts) other qualitative and quantitative
indicators may be relevant, such … (e.g., health outcomes,
patient safety), health system (e.g., cost, provider burnout), and related … or involve patients, collect data on
patient preferences, social determinants of health,
or patient
-
cdsic.ahrq.gov/sites/default/files/2024-09/Final_MO%20PC%20CDS%20Planning%20and%20Reporting%20Tool_0.pdf
January 01, 2024 - Patient-Centered Activities
Anticipated costs, risks, and benefits incurred by patients. … Patient-Centered Activities
Process to involve patients in PC CDS governance
structures. … Engagement trends among patients from patient user data. … to patients (e.g., lifeflow burden, efficiency,
usage, and patient/clinician communication). … ☐
Not Applicable ☐
Task Description
Changes in clinical (e.g., health outcomes, patient safety)
-
cdsic.ahrq.gov/sites/default/files/2023-08/Checklist_SMD%20Planning%20Implementation%20Reporting_508fillable.pdf
January 01, 2023 - Activities
Implementation Subdomain: Business Case Assessment
Describe Identified Clinical
Quality/Safety … Patient involvement in
defining study approaches
and incorporation of
patients into each study
arm … Engagement trends among
patients from patient user
data. … Rank usability problems
based on severity and their
potential impact on patient
safety. … Changes in clinical
(e.g., health outcomes,
patient safety), health
system (e.g., cost,
provider
-
cdsic.ahrq.gov/sites/default/files/2024-10/IAS_Key%20Factors%20and%20Considerations%20for%20Assessing%20the%20Value%20of%20PC%20CDS.pdf
January 01, 2024 - the
quality and safety of healthcare and patient outcomes. … healthcare
and has the potential to improve the quality and safety of
healthcare and patient outcomes … safety through error reduction. … Error quantification refers to preventable patient safety events, such as
medication errors, adverse … perspective, PC CDS technology costs
should also consider developer costs to make PC CDS available to their clients
-
cdsic.ahrq.gov/sites/default/files/2025-03/Final_MO_Patient%20Preference%20Report_6.7.24.pdf
January 01, 2025 - The majority of patient preference elicitation and measurement tools are delivered
to patients in a … Veterans’
Affairs and the PROMIS Toolbox use quality-of-life metrics to assess a person’s preferred
indicators … For more information about how patient preferences can vary by patients, see the
Taxonomy of Patient … • Mitigates potential safety
implications of omitting
patient health data from PC
CDS. … back pain patients.