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cdsic.ahrq.gov/cdsic/innovation-center
January 02, 2025 - this article published in Applied Clinical Informatics (ACI) shares findings from a scoping review of studies
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cdsic.ahrq.gov/sites/default/files/2023-09/TPC_Codesign%20Report%20to%20AHRQ%20FINAL.pdf
January 01, 2023 - (e.g., written comments).71
Activities involving direct observation include:
• Time-motion studies … , in-situ
studies). … Diary Studies: Understanding Long-Term User Behavior and Experiences. 2016. … Retrieved from: https://www.nngroup.com/articles/diary-studies/
70 Kushniruk A, Nøhr C. … The purpose of time-motion studies (TMSs) in healthcare: A literature review.
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cdsic.ahrq.gov/cdsic/2024-annual-meeting-viewpoint
September 18, 2024 - of PC CDS forward, participants recommended that the CDSiC consider pursuing more real-world pilot studies
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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 - Similar pilot studies are also in
place within health systems to test the
ability of LLMs to extract … PC CDS in complex decision making situations (e.g., end-of-life care, rare
conditions) 25
• Pilot studies … Standardized performance measures across
studies of AI-based PC CDS tools are also lacking, which makes … informants for slower, more gradual rollout of AI-based PC CDS
tools, starting with increased pilot studies … language models”[tiab] OR
“chatbots”[tiab] OR
“chat bot”[tiab] NOT
“radiology”[tiab] OR “imaging
studies
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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 - and
Opportunities for Patient Engagement, Implementation, Adoption, and Scaling Through PC CDS Case
Studies … and Opportunities for Patient Engagement, Implementation, Adoption, and
Scaling Through PC CDS Case Studies
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cdsic.ahrq.gov/cdsic/cdsic-stakeholder-community-outreach-center
January 02, 2025 - and Opportunities for Patient Engagement, Implementation, Adoption, and Scaling Through PC CDS Case Studies
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cdsic.ahrq.gov/sites/default/files/2025-07/CDSiC%20Topic%20Highlight_PC%20CDS%20and%20SDM_508_0.pdf
January 01, 2025 - and Opportunities for Patient Engagement, Implementation, Adoption, and
Scaling Through PC CDS Case Studies
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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 - which may be derived from findings
from a literature review, best practices gleaned from CDS case studies … observations, alpha testing and
subsequent focus group discussions with end users,37 and
validation studies … Common study
designs used to evaluate PC CDS include mixed methods studies utilizing qualitative methods … ☐
Task Description
• Preparations to collect pre-/post-implementation data for mixed
method studies … Designing, Conducting, and Reporting Clinical Decision Support
Studies: Recommendations and Call to
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cdsic.ahrq.gov/sites/default/files/2024-12/OY2%20Innovation%20Center%20Charter_508.pdf
January 01, 2024 - a need for sustained patient engagement and participation of health systems
stakeholders in pilot studies
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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 - aspects of the workflow are modified (pre/post) or cross-sectional variation; methods include time-motion studies … In time–motion studies, independent human observers shadow clinician subjects for a continuous period … However, time–motion studies are resource intensive, and the results are often subject to limitations … A review of measurement practice in studies of clinical decision support systems 1998–2017. … A review of measurement practice in studies of clinical decision support systems 1998–2017.
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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 - digital literacy can
hinder a patient’s ability to engage with PC CDS tools.77-,78,79,80 For example, studies … aligned with patient
and clinician end users’ information needs and delivery preferences.99 Some studies … factors to shape health information, communication, and decisions.
5.2 Limitations
While multiple studies … public health, education, and
communications
• Does not include human patients (e.g., veterinary
studies … Journal of Administrative & Business Studies(Peshawar). 2016;1(1):n.p.
121 Roy S, Jain V, Rana P.
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cdsic.ahrq.gov/sites/default/files/2024-07/Innovation%20Center%20Q2%202024%20Progress%20Report.pdf
January 01, 2024 - .4 However, there are several considerations for the
use of AI in decision support tools, and more studies
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cdsic.ahrq.gov/sites/default/files/2024-09/Final_MO%20PC%20CDS%20Planning%20and%20Reporting%20Tool_0.pdf
January 01, 2024 - Applicable ☐
Task Description
Preparations to collect pre-/post-implementation data for
mixed method studies
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cdsic.ahrq.gov/sites/default/files/2023-08/Checklist_SMD%20Planning%20Implementation%20Reporting_508fillable.pdf
January 01, 2023 - Preparations to collect pre-
/post-implementation data
for mixed method studies
utilizing qualitative
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cdsic.ahrq.gov/sites/default/files/2024-02/Innovation%20Center%20Q4%202023%20Progress%20Report_508_01052024.pdf
January 01, 2024 - .7 However, there are several considerations for the
use of AI in decision support tools, and more studies
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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 - MO Patient Preference Inventory
Quick Start User Guide
Inventory of Patient Preference Measurement Tool for PC CDS
VERSION AND DATE Version 1; June 5, 2024
PURPOSE • The Inventory of Patient Preference Measurement Tools for PC CDS identifies available patient preference measurement tools from the literature, to ena…
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cdsic.ahrq.gov/cdsic/opportunities-determine-value
October 14, 2024 - :
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Menu
Main navigation
CDS Home
CDS Innovation Collaborative
An official website of the Department of Health & Human Services
…
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cdsic.ahrq.gov/sites/default/files/2024-09/Quartz%20Assessment%20Report_Public%20Version_0.pdf
January 01, 2024 - .................................... 34
1
Executive Summary
Introduction
Few studies … memory problems), and
structural barriers (e.g., distance from pharmacy, cost of medication).3,4
Studies … Thakkur, et al.,6 note that although the improvement across studies was significant, it was not an
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cdsic.ahrq.gov/
July 02, 2025 - :
Skip to main content
HHS.gov
Menu
Main navigation
CDS Home
CDS Innovation Collaborative
An official website of the Department of Health & Human Services
…
-
cdsic.ahrq.gov/sites/default/files/2024-08/TPC%20Patient%20Preferences%20Workflow%20Lifeflow_8.15.2.pdf
January 01, 2024 - past 10 years, 2) published in English, and 3) included human patients (e.g., were not veterinary
studies