-
cdsic.ahrq.gov/sites/default/files/2023-10/TPC%20Pat%20Engage%20Handbook%20Final.pdf
January 01, 2023 - This method has frequently been used to gather patient input and
feedback on disease- or condition-specific … For example, “When you seek
care for your condition, what are you hoping to improve or make happen?” … [MeSH] OR Decision Support Techniques [MeSH] OR “Clinical
Decision Support”[tw] NOT “decision aid”[ … Support
System*”[tw] OR Decision Support Techniques [MeSH] OR “Clinical Decision Support”[tw] NOT … Interests and needs of
eye care providers in clinical decision support for glaucoma.
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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 - workflow as the steps needed or taken to perform a clinical activity or
task.17 Clinical workflows are … "[Publicati
"clinical
decision
support"[tiab]
OR "Decision
Support
Systems,
Clinical"[Mesh]
OR … "clinical
decision
support"[tiab]
OR "Decision
Support
Systems,
Clinical"[Mesh
] OR
"Decision … implementation of clinical
decision support, health technology, or person-
centered care implementation … Improved preventive care clinical decision making efficiency: Leveraging a point-
of-care clinical decision
-
cdsic.ahrq.gov/sites/default/files/2023-08/Final%20TPC%20P3_Source%20Credibility%20to%20AHRQ%208.2.23_508c%20Version.pdf
January 01, 2023 - ethnicity, condition or disease
status, health and digital literacy) … and used to deliver diagnostic or treatment guidance at the point of care, based
on clinical guidelines … plan)
before its use in clinical encounters. … Care Planning”[MeSH] OR “Professional-
patient relations”[MeSH] OR “Clinical Decision Support”[tw] … Design and implementation of a clinical decision support tool for primary
palliative Care for Emergency
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cdsic.ahrq.gov/sites/default/files/2022-05/Innovation%20Center%20Progress%20Report%20May%202022_DTP%20Formatted_508_0.pdf
January 01, 2022 - quality varies significantly by geographic region and
condition; on average, only half of adults receive … or apps to trigger the appropriate clinical advice which must
be delivered to the patient or provider … negative (i.e., unintended
outcomes or adverse events) clinical outcomes. … This
aggregate data is analyzed to inform patient-centered clinical outcomes (PCOR), or other observational … Integrating Patient-Generated Health
Data Into Clinical Care Settings or Clinical Decision-Making: Lessons
-
cdsic.ahrq.gov/sites/default/files/2023-09/SMD%20PC%20CDS%20Performance%20Measurement%20Inventory%20User%20Guide_FINAL_9.19.23.pdf
January 01, 2023 - severity of a problem, identification of
clinical or quality improvement gaps, the target care process … Potential Users: Community hospital, academic medical center, or clinical care team member; front-
line … Potential Users: Community hospital or clinical care team member; front-line clinician informatician; … or clinical care team member; user experience team
Performance
Measurement
Category
Example … Integrating patient-generated health
data into clinical care settings or clinical decision-making: Lessons
-
cdsic.ahrq.gov/sites/default/files/2025-03/Innovation%20Center%20Q1%202025%20Progress%20Report_03.25.25.pdf
January 01, 2025 - and
improve patients’ health and care experience. … • Level III projects are shorter-term and may be proof-of-concept ideas or pilots. … This included training
other primary care providers, clinical pharmacists, and residents to enroll their … In Q1 2025, the Core 2 team established biweekly meetings with the pilot health
system site to plan … Effectiveness of artificial intelligence (ai) in clinical decision support systems
and care delivery
-
cdsic.ahrq.gov/sites/default/files/2025-02/Innovation%20Center%20Q4%202024%20Progress%20Report_02.21.25.pdf
January 01, 2025 - and
improve patients’ health and care experience. … They determined they would engage three to five primary care clinicians or
residents to enroll a total … In Q4, the team
drafted an Assessment Plan that details the goals, research questions, data collection … For the Medication Adherence pilot, they will
complete the pilot Assessment Plan that outlines the aims … Effectiveness of artificial intelligence (ai) in clinical decision support systems
and care delivery
-
cdsic.ahrq.gov/sites/default/files/2024-09/Final%20IAS%20PC%20CDS%20Case%20Studies%20Report_2.pdf
January 01, 2024 - noted that the patients they engaged were not representative of the population
impacted by the disease/condition … Two projects noted that they received feedback about
broader aspects of clinical care during engagement … clinicians as part of
clinical care delivery. … In addition, patients may be unlikely to attend their
primary care appointments or even schedule an … Fall risk management using
clinical decision support in a rural nursing-led primary care practice.
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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 - o Development of data collection guidelines to improve clinical care
o Synthesis of existing literature … is going to learn to diagnose the condition late.” … [Majr] OR “clinical decision
support”[tiab]
Intelligence, Artificial[Majr] OR
“artificial intelligence … • Discusses the use of AI for health plan
decision making. … Machine learning-based clinical decision
support systems for pregnancy care: a systematic review.
-
cdsic.ahrq.gov/sites/default/files/2023-09/SMD%20PC%20CDS%20Performance%20Measurement%20Inventory_FINAL_9.19.23.xlsx
January 01, 2023 - Improved preventive care clinical decision-making efficiency: leveraging a point-of-care clinical decision … Improved preventive care clinical decision-making efficiency: leveraging a point-of-care clinical decision … Multi-Attribute Theory (MAUT) to help translate personal values and treatment goals into a medical plan … Results Clinician or patient knowledge Patient knowledge Knowledge about medical condition Decision … which the website assisted healthcare professionals (HCPs) in gaining knowledge of key components of condition
-
cdsic.ahrq.gov/sites/default/files/2024-09/PAIGE%20Assessment%20Report_Public%20Version.pdf
January 01, 2024 - o AI-generated summaries could provide additional links to or include vetted clinical
information or … treatment history
is known, as recent changes in the patient’s treatment or other co-occurring clinical … critical to conducting differential
diagnosis as it impacts the individual’s probability for a particular condition … care. … the level of knowledge patients
have about their symptoms or condition.
-
cdsic.ahrq.gov/sites/default/files/2024-09/Final_MO%20PC%20CDS%20User%20Guide%20(1)_0_0.pdf
January 01, 2024 - Example measures include mortality, hospital
admissions or readmissions, effectiveness of care, adverse … clinicians and health systems, patient decision
making, and their experience living with a health
condition … Nothing for Me or About Me, Without Me:
Codesign of Clinical Decision Support. … PMID: 23920571.
59 Plan-Do-Study-Act (PDSA) Directions and Examples. … The Effect
of Higher Level Computerized Clinical Decision Support Systems on Oncology Care: A Systematic
-
cdsic.ahrq.gov/sites/default/files/2024-10/IAS_Key%20Factors%20and%20Considerations%20for%20Assessing%20the%20Value%20of%20PC%20CDS.pdf
January 01, 2024 - condition or disease. … , or poor discharge and care coordination planning.25
8
Reducing preventable readmissions … with their clinician, care system, or personal data; 2) choose a particular
course of action over others … outcomes or things that matter to the
people who are the subject of care … areas (e.g., chronic condition management).
-
cdsic.ahrq.gov/sites/default/files/2024-07/SRF_Taxonomy%20of%20PC%20CDS%20Override%20Recommendations_508_0.pdf
January 01, 2024 - may have some other condition that makes the recommendation clinically
inappropriate. … For example, antibiotic selection for presumptive
treatment of a condition may be based on advice from … Recipients of PC CDS may
override an alert/recommendation because they have already taken, or plan to … Prospective evaluation of medication-related clinical decision
support over-rides in the intensive care … Prospective evaluation of medication-related clinical decision
support over-rides in the intensive care
-
cdsic.ahrq.gov/cdsic/year-3-viewpoint
February 29, 2024 - more efficient, reducing barriers to scaling PC CDS (such as high costs for creation and maintenance or … This is particularly important regarding patient care, making it critical to understand both patient … to prioritize patient preference domains (i.e., personal characteristics, communication, access and care … An Action Plan for Incorporating Social Determinants of Health Into Patient-Centered Clinical Decision … This product is outlining an action plan that outlines key challenges in using SDOH data for PC CDS,
-
cdsic.ahrq.gov/sites/default/files/2024-09/SRF_Patient%20Preference%20Standardization%20Priorities_508.pdf
January 01, 2024 - Access and
Care
Experience
Accessibility • Timeliness of care
• Location for clinical care
• Location … or condition,
e.g., verbal, written, email, video, portal,
etc … ways of treating a
patient or a condition medically,
nonmedically, or surgically; management
and … care to cure, ameliorate, or slow
progression of a medical condition, e.g.,
medication vs. surgery) … Are clinical decision support systems compatible with patient-centered care?.
-
cdsic.ahrq.gov/sites/default/files/2024-07/OY1_FINAL%20TPC%20Patient%20Perspectives%20Generative%20AI.pdf
January 01, 2024 - and their care
team, and inform clinical decision making. … Rather, their views would be
influenced by how their clinician used AI tools in clinical care. … care, support
clinical teams by facilitating routine tasks, filter
information, and warn of potential … other care team members so that they can monitor the
patient and make any recommendations or changes … decision making, participants would be more inclined to support
their integration into clinical care
-
cdsic.ahrq.gov/sites/default/files/2023-02/Stakeholder%20Center%20Quarterly%20Report%20One_Jan26.pdf
January 01, 2023 - the definition of
PC CDS to include clinical decision support that supports care for individual patients … PC CDS directly engages patients or caregivers via apps or patient portals in different
settings (e.g … ., at home, in the community, or in a doctor’s office) … The report will culminate in
recommendations and an action plan for addressing identified barriers. … regulations to fill the needs of PC CDS, including an action plan and
recommendations for improving
-
cdsic.ahrq.gov/sites/default/files/2024-09/Quartz%20Assessment%20Report_Public%20Version_0.pdf
January 01, 2024 - Clinical Workflow Diagram
Steps 8-10 describe the follow-up actions by the clinician and/or the … There will be large volumes of data to process monthly adherence level for a
chronic condition, which … 30
Clinical Care Team Perspectives on the use of AI
Diving a little deeper, we’d like to hear more … • Scenario 2: Medication Adherence
o We plan to send this message 3 days after a patient is enrolled … Clinical Team Discussion Guide
Introductions
Workflow
Clinical Care Team Perspectives on the use of
-
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 - as the steps needed (or taken) to perform a clinical activity or
task.2 Clinical workflows are changing … care team member to make clinical decisions … between a patient/caregiver and a member or multiple members of their
clinical care team. … CDS intervention, or “trigger points” within the clinical workflow and the patient lifeflow that can … Use
Knowledge Changes in knowledge about a disease/condition, risks and benefits, treatment
options