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digital.ahrq.gov/principal-investigator/holden-richard
January 01, 2023 - Holden, Richard
Naturalistic decision making in everyday self-care among … Naturalistic decision making in everyday self-care among older adults with heart failure. … Closed-Loop Interactive IT for Geriatric Heart Failure Self-Care
Naturalistic decision … making by older adults with chronic heart failure: An exploratory study using the critical incident … Naturalistic decision making by older adults with chronic heart failure: An exploratory study using the
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digital.ahrq.gov/ahrq-funded-projects/decision-making-and-clinical-work-test-result-followup-health-information/citation/practicing
January 01, 2023 - www.ncbi.nlm.nih.gov/pubmed/31292905
Principal Investigator
Singh, Hardeep
Project Name
Decision … Making and Clinical Work of Test Result Followup in Health Information Technology Settings
Technology
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digital.ahrq.gov/sites/default/files/docs/citation/u18hs026883-jih-final-report-2024.pdf
January 01, 2024 - decision-making
in an adult primary care practice. … Develop the mPROVE system in English and Chinese for patient self-care and shared decision
making. … Develop and test a clinician-facing PRO dashboard for clinician actions and shared decision-making
Aim … Prototype and optimize workflows and policies for patient self-care and for shared decision-making … Patients and clinicians can co-manage chronic illness with meaningful shared decision-making
only if
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digital.ahrq.gov/ahrq-funded-projects/prism-personalized-reminders-immunizations-using-short-messaging-systems
January 01, 2023 - making about the vaccine. … To determine the family’s stage of decision making, the investigators designed a short cascade of text … Subsequent texts included educational information targeted to the stage of decision making. … To determine the family’s stage of decision making, Dr. … Subsequent texts included educational information targeted to the stage of decision making.
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digital.ahrq.gov/sites/default/files/docs/citation/r21hs023987-fuad-final-report-2018.pdf
January 01, 2018 - Patient-centered care and preference-sensitive decision making. … Shared decision-making: Enhancing the clinical relevance. … Shared decision-making in orthopaedic surgery. … Medical
Decision Making. 2000;20(1):112-127. PMID:10638544
37. … Barriers and facilitators to implementing shared decision-making in
clinical practice: update of a systematic
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digital.ahrq.gov/sites/default/files/CDSiC%20Stakeholder%20Center%20Quarterly%20Report%20Q3%202024_0.pdf
September 01, 2024 - making. … making processes and patient-provider
relationships. … Outcomes and Objectives Workgroup: Integration of Patient-Centered Clinical Decision Support Into
Shared … Decision Making
This report provides a framework for the use of PC CDS support to facilitate shared … decision making.
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digital.ahrq.gov/sites/default/files/docs/publication/r36hs023349-islam-final-report-2015.pdf
January 01, 2015 - Thus, the decision-
making process cannot be generalized for all areas of medicine. … The following themes were identified from the factors contributing to decision-
making complexity: 1) … In naturalistic decision-making (NDM)
environments, the human mind looks for patterns that may help … Understanding the factors underlying complex clinical decision-
making can be used to guide future EHR … Heuristics in managing complex clinical decision tasks in experts'
decision making.
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digital.ahrq.gov/sites/default/files/docs/citation/ahrq_cedar_outreach_report_final.pdf
September 01, 2023 - decision-making needs. … decision-making conversations. … In this way, AHRQ and
CEDAR could improve shared decision making and individuals’ self-care through … Over time, consumers
may become more confident in government’s role in shared decision making and encourage … decision
making.
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digital.ahrq.gov/sites/default/files/User%20Guide_SMD%20Planning_%20Implementation_%20Reporting_508.pdf
August 01, 2023 - ► Use: Supports direct patient and/or
caregiver involvement in decision making
and supports shared … decision making. … decision making. … decision making. … decision making
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digital.ahrq.gov/medical-condition/breast-cancer
January 01, 2025 - Breast Cancer
Workflow analysis of breast cancer treatment decision-making … Workflow analysis of breast cancer treatment decision-making: Challenges and opportunities for informatics … Project Name
COMputerized PAtient-centered Collaborative Technology (COMPACT) to Support Personalized Decision … Making in Breast Cancer
Financial toxicity considerations in breast reconstruction
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digital.ahrq.gov/sites/default/files/Final_MO%20PC%20CDS%20User%20Guide%20(1)_0_0.pdf
September 01, 2024 - decision
making. … Users should conduct usability testing with patients for patient-facing CDS and CDS for
shared decision … decision making, users may have involved
patients in pilot testing of tools. … decision making. … decision making, users should report results
from user experience assessments with patients.
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digital.ahrq.gov/medical-condition/congestive-heart-failure-chf
January 01, 2024 - R18 HS028787
Principal Investigator(s)
Dorsch, Michael
Naturalistic decision … making in everyday self-care among older adults with heart failure. … Naturalistic decision making in everyday self-care among older adults with heart failure. … making by older adults with chronic heart failure: An exploratory study using the critical incident … Naturalistic decision making by older adults with chronic heart failure: An exploratory study using the
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digital.ahrq.gov/ahrq-funded-projects/transforming-kidney-care-emergency-department-using-artificial-intelligence
July 31, 2025 - Staff/Clinician
Type of Care
Acute Care
Health Care Theme
Clinical Decision … Making
Emergency departments are a primary source of healthcare for many individuals and … this research are as follows: Develop an AI-driven algorithm for promotion of AKI-focused clinical decision … making in the emergency department.
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digital.ahrq.gov/organization/vanderbilt-university-medical-center
January 01, 2023 - COMputerized PAtient-centered Collaborative Technology (COMPACT) to Support Personalized Decision … Making in Breast Cancer
Description
This research will develop and evaluate a COMputerized … PAtient-centered Collaborative Technology (COMPACT) to support personalized breast cancer decision making
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digital.ahrq.gov/sites/default/files/Innovation%20Center%20Quarterly%20Report%20Two_Jan26.pdf
January 01, 2024 - Data visualization techniques can lead to a more effective
decision-making process by reducing cognitive … patient-generated health data (e.g., patient-
collected, physiologic measurements) during clinical decision-making … PC CDS clinical dashboards that
integrate could support informed and shared decision-making processes … blood pressure or glucose, presents unique
issues of integration into and presentation during clinical decision-making
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digital.ahrq.gov/sites/default/files/docs/data-visualization-slides-053017.pdf
May 30, 2017 - Zikmund-Fisher, et al., 2004, Medical Decision Making. 11
Decision Making
• Hard-to-evaluate data … Zikmund-Fisher, et al., 2004, Medical Decision Making. 12
Patient Portals
• Increasing direct access … Oral presentation to the Society for Medical Decision Making, Vancouver, BC, Canada, October 24, 2016 … Oral presentation to the Society for Medical Decision Making, Vancouver, BC, Canada, October 24, 2016 … Oral presentation to the Society for Medical Decision Making, Vancouver, BC, Canada, October 24, 2016
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digital.ahrq.gov/sites/default/files/docs/citation/cds-evaluation-summary-report-p233201500023I.pdf
March 23, 2022 - The artifacts were related to shared decision
making, hypertension, adverse drug interactions, and chronic … https://digital.ahrq.gov/ahrq-funded-projects/enabling-shared-decision-making-reduce-harm-drug-interactions-end-end … https://digital.ahrq.gov/ahrq-funded-projects/enabling-shared-decision-making-reduce-harm-drug-interactions-end-end … https://digital.ahrq.gov/ahrq-funded-projects/enabling-shared-decision-making-reduce-harm-drug-interactions-end-end … Decision-Making
for Chronic Pain.
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digital.ahrq.gov/sites/default/files/docs/citation/pccds-ln-opioid-action-plan-2019.pdf
January 01, 2019 - During the clinician encounter, the patient and
clinician review the shared decision-making
tool … During the patient visit, the clinician and patient
use a shared decision-making tool that
addresses … This nurse
and patient together use an evidence-
informed shared decision-making tools
(3) that … Prior to discharge, the care team uses a
shared decision-making tool with the
patient to optimize … The results from using the shared
decision-making tools, the orders, and the
patient support materials
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digital.ahrq.gov/sites/default/files/docs/cds-slides-10192021.pdf
October 19, 2021 - Describe the role of cognitive engineering for complex decision making and problem
solving in acute … Explain and apply the strengths of analytical and naturalistic decision making in the
design of effective … Making & Problem Solving in Acute Care)
• General Research Funding
► FDA
► ONC
► NIH
► VA/DoD
► PEW … Making & Problem Solving in Acute Care
• Cognitive needs and decision making of nurses, physicians … specialization
An example of HFE application to the design and dissemination of
CDS tool for blood culture decision-making
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digital.ahrq.gov/health-it-tools-and-resources/workflow-assessment-health-it-toolkit/research/mollon-b-et-al-2009
January 01, 2009 - : "support of the user's task at hand (95%), provision of decision support at the time and place of decision-making