-
cdsic.ahrq.gov/cdsic/clinicians
May 22, 2025 - Patient-centered CDS (PC CDS) is being used by patients and clinicians across the country … The Clinical Decision Support Innovation Collaborative (CDSiC) serves as an information hub for clinicians … Image
Clinical decision support (CDS) tools can help clinicians practice evidence-based medicine … Clinicians and healthcare systems can use this website to better understand what PC CDS is and how it … Improving the Usability of PC CDS for Clinicians
Visualization of Patient-Generated
-
cdsic.ahrq.gov/cdsic/PCCDS-SDM-topic-highlight
July 02, 2025 - support (PC CDS) can be leveraged throughout each step of the shared decision making process to help clinicians … This topic highlight provides a summary of how patients, caregivers, and clinicians can use PC CDS in … Shared decision making is a collaborative process among patients, caregivers, and clinicians. … SHARE Approach for shared decision making, which outlines five steps for patients, caregivers, and clinicians … Clinicians can see how tools support data collection, communication, and information exchange for shared
-
cdsic.ahrq.gov/sites/default/files/2025-07/CDSiC%20Topic%20Highlight_PC%20CDS%20and%20SDM_508_0.pdf
January 01, 2025 - Clinicians (physicians, nurses,
specialists, other care team members) can see how tools support data … Shared decision making is a collaborative process among patients, caregivers, and clinicians. … Clinician-facing tools can send patient information to clinicians to guide decisions. … PainManager sends clinicians
reminders to review the patient-provided data in the EHR. … These
recommendations help clinicians guide a conversation about a patient’s options.
3.
-
cdsic.ahrq.gov/sites/default/files/2024-09/PAIGE%20Assessment%20Report_Public%20Version.pdf
January 01, 2024 - o PAIGE may not be all patients’ preferred way to communicate with clinicians. … o A 48-hour timeframe for a response from clinicians is too long and may deter use. … Assess the utility and
quality of PAIGE-generated
summaries for clinicians
• To what extent did clinicians … By far, clinicians chose the PAIGE summary (90% of clinicians on average across the 10 scenarios). … Clinicians find PAIGE useful.
-
cdsic.ahrq.gov/cdsic/PAIGE-assessment-report
September 26, 2024 - CDSiC main menu
About
About CDSiC
Centers
CDSiC & Me
Patients
Clinicians … September 26, 2024
About the Report This report presents patients’ and clinicians … How To Use This Report The report is intended for patients, clinicians, PC CDS developers, informaticians … anyone interested in how to design and use AI-based PC CDS in health care settings with patients’ and clinicians
-
cdsic.ahrq.gov/sites/default/files/2024-07/Final%20IAS_AI%20Landscape%20Assessment%206.24.24%20(003).pdf
January 01, 2024 - Patients generally prefer to hear information from their clinicians. … AI should not replace critical communication functions between patients
and clinicians, and clinicians … Involve patients/clinicians in development. … AI should not replace critical communication functions between patients and
clinicians, and clinicians … Deskilling of clinicians.
-
cdsic.ahrq.gov/cdsic/interoperability-patientapps
August 01, 2023 - CDSiC main menu
About
About CDSiC
Centers
CDSiC & Me
Patients
Clinicians … August 1, 2023
Although clinicians are increasingly recommending and prescribing … This separation can lead to increased time and cognitive burden for clinicians and inappropriate PC CDS … app developers and EHR developers, alongside standards developers, Federal funders, health systems, clinicians … to Use the Report
Policymakers, EHR developers, app developers, device and wearable manufacturers, clinicians
-
cdsic.ahrq.gov/sites/default/files/2025-06/IAS%20Topic%20Highlight%20AI%20and%20PC%20CDS_508%20Compliant.pdf
January 01, 2025 - CDS can assist clinicians with diagnosing disease, offer suggestions on best
treatment options, and … It may also allow more time for clinicians to
interact with patients.12,13 AI is currently being used … This helps reduce
distractions for clinicians during patient care,18 meaning they have more time to … The AI system can send alerts to clinicians about these symptoms instantaneously, helping
patients get … The following practices are some of the ways clinicians, PC CDS
developers, and patients can resolve
-
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 uptake
of PC CDS—to enhance trust, foster shared decision making, and engage patients
and clinicians … Ensuring successful uptake and use of PC CDS requires strengthening patients’ and clinicians’
trust … It depicts
various communication pathways for clinician-facing PC CDS (i.e., where clinicians serve … • PC CDS deployment, when clinicians or patients interact with the PC CDS. … Engage clinicians and patients in PC CDS codesign and codevelopment.
-
cdsic.ahrq.gov/sites/default/files/2024-09/SRF_Patient%20Preference%20Standardization%20Priorities_508.pdf
January 01, 2024 - Participants also noted that when patients share their
preferences, health systems and clinicians need … Conduct future research that includes patients and clinicians to qualitatively assess how capture
of … As a result, even when it is collected, patient preference
information may not be used by clinicians … They agreed that it is important for clinicians to be aware of their preferences and that
this is an … ”
– Roundtable Participant
12
clinicians discuss treatment goals with patients.
-
cdsic.ahrq.gov/sites/default/files/2024-09/Final%20IAS%20PC%20CDS%20Case%20Studies%20Report_2.pdf
January 01, 2024 - Clinicians with Limited Technical Skills. … savvy clinicians who are interested in trying new tools. … Clinicians perceived DDInteract as helpful, effective, and efficient. … Clinicians in rural settings reported being able to find the tool easily in their
EHR, but urban clinicians … Clinicians most frequently used the exercise/mobility recommendations.
-
cdsic.ahrq.gov/cdsic/patient-centered-clinical-cds-infographic
May 01, 2024 - CDSiC main menu
About
About CDSiC
Centers
CDSiC & Me
Patients
Clinicians … PC CDS) includes digital tools that have the potential to support patient-centered care by helping clinicians … decision-making by facilitating interactions and exchange of information between patients and their clinicians
-
cdsic.ahrq.gov/cdsic/developers
May 22, 2025 - CDSiC main menu
About
About CDSiC
Centers
CDSiC & Me
Patients
Clinicians … provides an opportunity to demonstrate the power of health information technology to bring patients and clinicians … developers doing this work in the real world, and serves to connect these health IT innovators with clinicians … adapt or create new visualizations involving patient-generated health data (PGHD) for both patients and clinicians
-
cdsic.ahrq.gov/cdsic/pccds-shared-decisionmaking
September 01, 2023 - CDSiC main menu
About
About CDSiC
Centers
CDSiC & Me
Patients
Clinicians … information, and tools continues to increase, patients can monitor their own health and engage their clinicians … The information in this report supports clinicians and healthcare systems aiming to enhance SDM through
-
cdsic.ahrq.gov/cdsic/override-taxonomy
July 15, 2024 - CDSiC main menu
About
About CDSiC
Centers
CDSiC & Me
Patients
Clinicians … improvements in PC CDS to ensure that it is delivered at the right time, for the right patients and clinicians … patient-centered clinical decision support (PC CDS) alerts and recommendations—including patients, clinicians
-
cdsic.ahrq.gov/
July 02, 2025 - CDSiC main menu
About
About CDSiC
Centers
CDSiC & Me
Patients
Clinicians … patient-centered clinical decision support (PC CDS) alerts and recommendations—including patients, clinicians … Learn More
For Clinicians
Patient-centered CDS is used by patients and clinicians … The Clinical Decision Support Innovation Collaborative (CDSiC) serves as an information hub for clinicians … Clinicians and technicians collaborate to make informed healthcare decisions.
-
cdsic.ahrq.gov/sites/default/files/2024-09/CDSiC%20Chart%20Book%202024_508.pdf
January 01, 2024 - This includes PC CDS co-design partners, such as patients,
caregivers, and clinicians. … feedback on planned features and functions of PC CDS. 7
• A multi-stakeholder group of patients, clinicians … to help
explore challenges clinicians face in recommending
treatment options. 18
• During Design … , using focus groups to support the
refinement of prototypes asking patients and clinicians
to provide … they are designing PC CDS, as well as the needs, objectives, and
challenges that will dictate how clinicians
-
cdsic.ahrq.gov/cdsic/AI-viewpoint
February 25, 2025 - CDSiC main menu
About
About CDSiC
Centers
CDSiC & Me
Patients
Clinicians … Using digital technology and tools, PC CDS aims to give patients, caregivers, and clinicians evidence-based … be delivered to patients and caregivers—for example, through mobile apps and patient portals—or to clinicians … Explainable AI makes the patterns underlying AI decisions clearer to researchers and clinicians—for example … Instead, clinicians should use AI tools to improve their practice, such as by streamlining processes
-
cdsic.ahrq.gov/cdsic/patients
May 22, 2025 - CDSiC main menu
About
About CDSiC
Centers
CDSiC & Me
Patients
Clinicians … When faced with questions about what kind of treatment to pursue, clinicians use decision support tools … Patient-centered clinical decision support (PC CDS) can allow patients, their caretakers, and clinicians … The CDSiC engages with patients, patient advocates, caregivers, clinicians, researchers, and health information
-
cdsic.ahrq.gov/cdsic/source-credibility
July 01, 2023 - CDSiC main menu
About
About CDSiC
Centers
CDSiC & Me
Patients
Clinicians … and use of patient-centered clinical decision support (PC CDS) requires strengthening patients’ and clinicians … Strategies to modify PC CDS attributes include:
Engaging clinicians and patients in PC CDS co-design