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cdsic.ahrq.gov/sites/default/files/2025-09/Quartz%20Assessment%20Report_To%20DTP_09.05.25.pdf
January 01, 2025 - The app is integrated with the Oracle
Health EHR using Substitutable Medical Applications and Reusable … , a not-for-
profit integrated health system based in Springfield, Massachusetts. … The app and its affiliated server (“Sapphire”) are integrated with the Oracle Health EHR using
Substitutable … Baystate Health is a not-for-profit
12
integrated health system based in Springfield, Massachusetts … Attitude and Behavioral Intention to Continue Using the PC CDS
9.
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cdsic.ahrq.gov/sites/default/files/2023-09/SMD%20PC%20CDS%20Performance%20Measurement%20Inventory_FINAL_9.19.23.xlsx
January 01, 2023 - Use, Perceived Usability, and Barriers to Implementation of a Patient Safety Dashboard Integrated within … Patient workload Demands-capacity ratio for illness-related and unrelated cognitive, physical, and social-behavioral … Integrated displays to improve chronic disease management in ambulatory care: A SMART on FHIR application … Use, Perceived Usability, and Barriers to Implementation of a Patient Safety Dashboard Integrated within … Integrated displays Process Summative Care Team Quantitative Electronic health record (EHR) data extraction
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cdsic.ahrq.gov/sites/default/files/2025-06/SRF%20Topic%20Highlight%20Patient%20App%20Interoperability.pdf
January 01, 2025 - As a result, patient data collected
by apps are often not seamlessly integrated into clinical systems … No. 25-0053
June 2025
The Integrated PC CDS Ecosystem
Interoperability between patient-facing … Integrated PC CDS Ecosystem for Prescribed Patient-Facing Apps
Summary of the Different Actors and … Pull EHR Data into App: USCDI FHIR APIs
View EHR & App Data in EHR-Extender:
SMART on FHIR
Integrated … record-integrated
intervention to enhance lung cancer screening in primary care.
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cdsic.ahrq.gov/sites/default/files/2025-09/For%20508%20Approval_MO%20Level%203%20Respondent%20Burden%20Report%208.21.25.pdf
January 01, 2025 - acceptance of
technology.15 The model is rooted in the belief that the use of technology is determined by
behavioral … Mitigation strategies include using
secure apps that are integrated into existing health information … into existing health IT infrastructure, such as those integrated into the electronic health record … In addition to decreasing privacy and security concerns, collecting data
through apps integrated into … antihypertensive medication adherence: Findings from a pilot study
evaluating an emergency department-based behavioral
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cdsic.ahrq.gov/sites/default/files/2023-08/Final%20TPC%20P3_Source%20Credibility%20to%20AHRQ%208.2.23_508c%20Version.pdf
January 01, 2023 - source of the evidence (e.g., professional societies, clinical
guidelines they produce) gets gathered, integrated … source of the evidence (e.g., professional societies, clinical guidelines they produce) gets
gathered, integrated … Accuracy and Effects of Clinical Decision Support Systems Integrated With BMJ
Best Practice-Aided Diagnosis … Integrated precision medicine: the role of electronic health records in
delivering personalized treatment … Source Credibility Model, Source Attractiveness Model and Match-up-hypothesis – An Integrated
Model.
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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 - people are taking
For example, in this
hypothetical example, they’re
primarily making referrals to
behavioral … health or prescribing
a low dose of escitalopram
medication for patients. … they have a multidisciplinary
process with the patient at the center
involving medical providers, behavioral … Medical
providers
Dieticians
Behavioral
Health
Specialists
19
Irvine EJ, Zhou Q, Thompson AK … The dashboards can be integrated with an organization’s
electronic health record to receive data about
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cdsic.ahrq.gov/sites/default/files/2024-09/Final%20IAS%20PC%20CDS%20Case%20Studies%20Report_2.pdf
January 01, 2024 - The project integrated a validated PRO for
mental health into the portal to directly engage patients … , mobile app-
integrated) as a workaround to unavoidable EHR limitations. … patients
through a mobile app to provide
medication reminders, guidelines-
based asthma education, and
behavioral … Record-Integrated Everyday Shared Decision-
Making Tool and Clinician-Facing Prompts. … Implementation and evaluation of an electronic health record-
integrated app for postpartum monitoring
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cdsic.ahrq.gov/sites/default/files/2025-09/508_SRF%20Level%202%20Override%20Taxonomy%20Implementation%208.28.25.pdf
January 01, 2025 - Wolters Kluwer Health
Howard Strasberg Wolters Kluwer Health/UpToDate
iii
Contents … Once the taxonomy subdomains are
incorporated into a code system, they can be integrated into various … Standards-Based PC CDS Approaches
Once taxonomy subdomains are incorporated into a code system, they can be integrated … Key informants agreed
that the taxonomy could feasibly be integrated into any of these, though, as noted … Reducing Alert Burden in
Electronic Health Records: State of the Art Recommendations from Four Health
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cdsic.ahrq.gov/sites/default/files/2024-09/Quartz%20Assessment%20Report_Public%20Version_0.pdf
January 01, 2024 - The technical team co-designed the app with patients and
integrated the app into a health system electronic … Baystate Health is a not-for-profit integrated health system based in
Springfield, Massachusetts. … We synthesized and integrated
themes from qualitative and quantitative findings to provide a better … We
integrated these findings on usability with the qualitative findings.
4. … What, if any, functionality could not be integrated, and why?
b.
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cdsic.ahrq.gov/sites/default/files/2024-09/AHRQ%20Final%20TPC%20SDOH%20Action%20Plan.pdf
January 01, 2024 - and social care systems to develop an integrated, cross-sector data infrastructure. … and behavioral risk factors related to the core
domains of SDOH, as well as those associated with financial … Collected data can then be integrated into the EHR with minimal or no staff
effort. … Social and behavioral variables
in the electronic health record: a path forward to increase data quality … in a US-based integrated delivery system.
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cdsic.ahrq.gov/cdsic/workgroup-viewpoint
February 03, 2023 - Innovation Collaborative
An official website of the Department of Health … records (EHRs), personal health records, and other clinical systems. … Crossing the Quality Chasm: A New Health System for the 21st Century. … The impact of electronic health record-integrated patient-generated health data on clinician burnout. … Department of Health & Human Services
The White House
USA.gov
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cdsic.ahrq.gov/sites/default/files/2023-08/CDSiC%20App%20Interoperability%20Report_508.pdf
January 01, 2023 - EHR = Electronic Health Record; HIE = Health Information Exchange; PHM = Population Health Management … Integrated PC CDS and Population-Level Analytics. … and PHM from data integrated across EHRs and apps. … The ecosystem of apps and software integrated with certified health
information technology. … Analytics
4.3.2 Standards for Integrated PC CDS and Population-Level Analytics
4.3.3 Integrated PC
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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 - data to their
clinician’s health information technology (IT) systems {e.g., an electronic health record … Additionally, they are influenced by behavioral, organizational, and societal factors.4
6 … The quintuple aim for health care improvement: A new imperative to
advance health equity. JAMA. … Infinicare framework for integrated understanding of
health-related activities in clinical and daily-living … Early experiences with patient generated health data: health system and
patient perspectives.
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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 - Department of Health and Human Services (HHS). … Additionally, they are influenced by behavioral, organizational, and societal factors.3
• Patient/Caregiver … data, 3) gather health knowledge, 4) make health decisions, 5) take
self-care actions, 6) have healthcare … Studying workflow and workarounds in electronic health
record–supported work to improve health system … Infinicare framework for integrated understanding of
health-related activities in clinical and daily-living
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cdsic.ahrq.gov/sites/default/files/2023-09/SMD%20PC%20CDS%20Performance%20Measurement%20Inventory%20User%20Guide_FINAL_9.19.23.pdf
January 01, 2023 - These
activities include: 1) engaging in daily activities, 2) generating health data, 3) gathering health … Potential Users: Academics; clinical/informatics/health services researcher; health policy analyst … Front Public Health. 2019;7:64. … Studying workflow and workarounds in electronic health
record-supported work to improve health system … ://digital.ahrq.gov/health-it-tools-and-resources/evaluation-resources/workflow-assessment-health-it-toolkit
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cdsic.ahrq.gov/sites/default/files/2023-06/InnovationCenterQ12023ProgressReportDraft.pdf
January 01, 2023 - Department of Health and Human Services (HHS). … Health and Health Care: Workshop Series Summary. … Learn Health
Syst. 2019;4(2):e10208. … Health IT. January 2018. … Integrating
Patient-Generated Health Data into Electronic Health Records in Ambulatory Care Settings
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cdsic.ahrq.gov/sites/default/files/2023-05/InnovationCenterQ4ProgressReportFinalForDTPFINAL.pdf
January 01, 2023 - Collection and use of patient-generated health data (PGHD)
3. … Health and Health Care: Workshop Series Summary. … Learn Health
Syst. 2019;4(2):e10208. … Health IT. January 2018. … Integrating
Patient-Generated Health Data into Electronic Health Records in Ambulatory Care Settings
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cdsic.ahrq.gov/sites/default/files/2023-09/TPC_Codesign%20Report%20to%20AHRQ%20FINAL.pdf
January 01, 2023 - Facilitated
focus group discussions were then conducted to obtain input
that was integrated into … perceived interface design issues, challenges with
navigating tool content due to usability challenges,
behavioral … Further, the success of involvement activities depends on
whether the final PC CDS can be effectively integrated … communication can
allow for end-user access to information regarding how their input or feedback is integrated … and
management in primary care: Underlying theory and protocol for technology development using an Integrated
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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 - Reflecting on how well
the proposed PC CDS can be integrated into patients’ or caregivers’ daily routine … ☒
Not Applicable ☐
Task Description
• How the PC CDS will be integrated into end-user workflows … The PC CDS tools were integrated into end-user workflows through a user-
centered design process that … Right Format: Our tools deliver information in accessible formats, including
EHR-integrated prompts … Right Channel: Our tools use EHR-integrated prompts for clinicians and
patient portal notifications
-
cdsic.ahrq.gov/sites/default/files/2023-08/Innovation%20Center%20Q2%202023%20Progress%20Report.pdf
January 01, 2023 - Department of Health and Human Services (HHS). … Collection and use of patient-generated health data (PGHD)
3. … Health and Health Care: Workshop Series Summary. … Health IT. January 2018. … Integrating
patient-generated health data into electronic health records in ambulatory care settings