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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 … Use
Knowledge Changes in knowledge about a disease/condition, risks and benefits, treatment
options … definitions ranging from “the percent of patients and family
members who reported knowing their personal condition-specific … The quintuple aim for health care improvement: A new imperative to
advance health equity. JAMA. … Early experiences with patient generated health data: health system and
patient perspectives.
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cdsic.ahrq.gov/sites/default/files/2024-07/OY1_FINAL%20TPC%20Patient%20Perspectives%20Generative%20AI.pdf
January 01, 2024 - and patient data found in their EHR
• Personalizing treatment recommendations based on a patient’s condition … Department of Health and Human Services (HHS) through the Office of the National Coordinator for
Health … hold the potential to support
communication and help the patient provide key information on their condition … /.
7 Office of the National Coordinator for Health Information Technology, Department of Health and … Department of Health and Human Services.
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cdsic.ahrq.gov/sites/default/files/2025-02/Innovation%20Center%20Q4%202024%20Progress%20Report_02.21.25.pdf
January 01, 2025 - Department of Health and Human Services (HHS). … records [EHRs], clinical visit recordings, patient-
generated health data [PGHD]).13 Because of the … The framework is informed by traditional CDS and health information technology literature
as well as … to different health care
settings, patient populations, and PC CDS developers. … Computational health Informatics program. Boston’s Children’s Hospital.
Boston, MA.
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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 - aids.59,60,61,62,63,64 Decision quality included patient self-reported changes in knowledge and was
condition-specific … decision making process.65 Patient
knowledge assessments measured patients’ knowledge about their medical condition … was assessed by determining the
percentage of patients who accurately answered questions about their condition … Potential Users: Academics; clinical/informatics/health services researcher; health policy analyst … Front Public Health. 2019;7:64.
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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 - individual-level factors such as:
• Sociodemographic characteristics (e.g., age, race or ethnicity, condition … end-user factors such as:
• Sociodemographic characteristics (e.g., age, racial identity, ethnicity, condition … • To what degree do patient characteristics (sociodemographic factors, health condition, etc.) … Trusted online sources of health information: differences in demographics, health beliefs, and
health-information … What predicts the trust of online health information?. Epidemiol
Health. 2015;37:e2015030.
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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 - For example, if there’s an AI model for early diagnosis of some condition, and you train it
based on … EHR data from a health system that does a bad job of diagnosing the condition early, then
your model … is going to learn to diagnose the condition late.” … /virtua-health-adopts-ai-chatbots-mental-health
https://www.modernhealthcare.com/digital-health/virtua-health-adopts-ai-chatbots-mental-health … https://www.modernhealthcare.com/digital-health/virtua-health-adopts-ai-chatbots-mental-health
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cdsic.ahrq.gov/sites/default/files/2024-07/SRF_Taxonomy%20of%20PC%20CDS%20Override%20Recommendations_508_0.pdf
January 01, 2024 - Department of Health and Human Services (HHS). … Vishwasrao (Vishwa) Salunkhe Wolters Kluwer Health
Howard Strasberg Wolters Kluwer Health and UpToDate … Introduction
Digital health technologies, such as electronic health
record (EHR) systems, patient-facing … recommended drug, may not tolerate a recommended mode of
treatment delivery, or may have some other condition … For example, antibiotic selection for presumptive
treatment of a condition may be based on advice from
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cdsic.ahrq.gov/sites/default/files/2024-12/OY2%20Innovation%20Center%20Operational%20Framework_508.pdf
January 01, 2024 - Department of Health and Human Services (HHS). … She will work in partnership with Core 1 Lead Dean Sittig (University of Texas
Health) and Core 2 Lead … Informatics Research, Elimu Informatics
Marc Overhage, MD, PhD, Chief Health Informatics Lead, Elevance … Health
Lipika Samal, MD, Clinician Investigator in Internal Medicine, Brigham and Women’s Hospital … Information Officer, InterSystems
Mark Zhang, DO, MMSc, FAMIA, Chief Innovation Officer, Veterans Health
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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). … data, 3) gather health knowledge, 4) make health decisions, 5) take
self-care actions, 6) have healthcare … Use
Knowledge Changes in knowledge about a disease/condition, risks and benefits, treatment
options … Studying workflow and workarounds in electronic health
record–supported work to improve health system … Health Syst (Basingstoke). 2017;7(1):66-78.
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cdsic.ahrq.gov/sites/default/files/2024-10/IAS_Key%20Factors%20and%20Considerations%20for%20Assessing%20the%20Value%20of%20PC%20CDS.pdf
January 01, 2024 - Impact on patient health outcomes includes changes in health status attributable to a health
information … condition or disease. … these tools, value assessments could focus on specific high-priority clinical
areas (e.g., chronic condition … Health Technology Assessment. March 2024. V1.0.
Peterson Health Technology Institute. … Health Expect. 2020;23(1):5-18.
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cdsic.ahrq.gov/sites/default/files/2024-09/Final%20IAS%20PC%20CDS%20Case%20Studies%20Report_2.pdf
January 01, 2024 - Department of Health and Human Services (HHS). … noted that the patients they engaged were not representative of the population
impacted by the disease/condition … Centers or rural health centers. … systems including academic health systems,
community health systems, and the Veteran’s Administration … Oregon Health and Science
University. 2020.
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cdsic.ahrq.gov/cdsic/year-3-viewpoint
February 29, 2024 - Innovation Collaborative
An official website of the Department of Health … The Patient-Focused Outcome Measures for PC CDS documented patient health journey outcomes that can … Finally, although the field is increasingly recognizing the impact of social determinants of health ( … An Action Plan for Incorporating Social Determinants of Health Into Patient-Centered Clinical Decision … Department of Health & Human Services
The White House
USA.gov
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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 - Stud Health Technol Inform. … Studying Workflow and Workarounds in Electronic Health Record–Supported Work to Improve Health System … Krantz Health Opinion Survey 1. … 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
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cdsic.ahrq.gov/sites/default/files/2024-09/Quartz%20Assessment%20Report_Public%20Version_0.pdf
January 01, 2024 - health record (EHR). … Baystate Health System. … Baystate Health is a not-for-profit integrated health system based in
Springfield, Massachusetts. … There will be large volumes of data to process monthly adherence level for a
chronic condition, which … EHR system at Baystate Health.
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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 - Department of Health and Human Services (HHS). … or determinants of health, indicators of social status, and “methods for
comparing health or a health … Defining Patient Health Journey Measures
The CDSiC previously defined patient health
journey measures … systems, patient decision
making, and their experience living with a health
condition(s).65
Measurement … The Evolution of the Quintuple Aim: Health Equity, Health Outcomes, and the
Economy.