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digital.ahrq.gov/ahrq-funded-projects/individualized-drug-interaction-alerts
January 01, 2023 - Current CDS relies on simple drug combination rules and ignores drug attributes and patient-specific … and contextual alerting. … Conduct a validation of clinical algorithms using simulated and actual patient data. … overridden DDI warnings from a large tertiary care medical center and studied the drug combinations where contextual … implementing the algorithms would lead to a substantial reduction in the number of warnings without placing patients
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www.ahrq.gov/sites/default/files/wysiwyg/professionals/systems/long-term-care/resources/ontime/fallsprev/fallpxreports.pptx
October 01, 2017 - Reports
Electronic Reports
Falls High-Risk Report
Summary of Fall Risk Factors (by Unit or Facility)
Contextual … D Order
Osteoporosis
Diabetes
Visual Impairment
October 2017
On-Time Falls Prevention
20
PHQ = Patient … -MEH
30
Contextual Factors Report
Displays facility trends by contextual factor
Enables comparison of … Monthly Contextual Factors Report Date: ___/___/___
October 2017
On-Time Falls Prevention
33
33
Contextual … -MEH
36
Check Your Understanding:
Contextual Factors Report Quiz
For the Contextual Factors Report
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digital.ahrq.gov/ahrq-funded-projects/collaborative-patient-portals-computer-based-agents-and-patients-understanding/citation/contextualizing
January 01, 2023 - Contextualizing numeric clinical test results for gist comprehension: Implications for EHR patient portals … Contextualizing numeric clinical test results for gist comprehension: Implications for EHR patient portals … pubmed/30688498
Principal Investigator
Morrow, Daniel
Project Name
Collaborative Patient … Portals: Computer-based Agents and Patients' Understanding of Numeric Health Information
Technology … Patient Portal
Document Type
Journal Publication
Population
Adults
Elderly
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www.uspreventiveservicestaskforce.org/uspstf/document/draft-research-plan/breast-cancer-medication-use-reduce-risk
December 28, 2023 - Proposed Contextual Questions … What are the perspectives and preferences of patients on breast cancer risk and the use of risk-reducing … care clinicians on breast cancer risk-reducing medications and what resources are needed to support patient-centered … Additionally, the proposed Contextual Questions will include potential differences in the performance … of breast cancer risk prediction models by race and ethnicity as well as patient and clinician factors
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digital.ahrq.gov/ahrq-funded-projects/using-electronic-health-record-identify-children-likely-suffer-last-minute
January 01, 2023 - The model implemented patient-specific and contextual data from two pediatric surgical sites at Cincinnati … Medical Center (CCHMC) to observe key predictors affecting last-minute surgery cancellations among young patients … integrated the predictive models into the CCHMC EHR system as a quality-improvement measure to identify patients … and contextual data with machine learning technologies to predict cancellation of children's surgery … Mining patient-specific and contextual data with machine learning technologies to predict cancellation
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www.ahrq.gov/diagnostic-safety/resources/issue-briefs/education-dx-outcomes-1.html
March 01, 2022 - From 2018 to 2020, it was identified as the number 1 patient safety challenge, 1 well after publication … understanding has developed of the factors that lead to diagnostic error, including system, cognitive, and contextual … While individual, professional, contextual, patient, and health system factors make diagnostic error
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digital.ahrq.gov/technology/geographic-information-system
January 01, 2023 - Information System
A Geofencing-Based Adaptive Messaging System to Support Patient … A Geofencing-Based Adaptive Messaging System to Support Patient Self-Management of a Low-Sodium Diet … Dorsch, Michael
Project Name
A Geofencing-Based Adaptive Messaging System to Support Patient … Self-Management of a Low-Sodium Diet in Hypertension
A novel just-in-time contextual … A novel just-in-time contextual mobile app intervention to reduce sodium intake in hypertension: protocol
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www.uspreventiveservicestaskforce.org/uspstf/document/final-research-plan/breast-cancer-medication-use-reduce-risk
March 21, 2024 - Contextual Questions
Contextual … What are the perspectives and preferences of patients on breast cancer risk and the use of risk-reducing … What resources are needed to support patient-centered discussions? … Additionally, the proposed Contextual Questions will include potential differences in the performance … of breast cancer risk prediction models by race and ethnicity as well as patient and clinician factors
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www.uspreventiveservicestaskforce.org/uspstf/about-uspstf/methods-and-processes/procedure-manual/procedure-manual-appendix-v-work-planresearch-plan-template
July 01, 2017 - Outcome:
How do we know that treatment is successful (health outcomes of interest to physicians, patients … there are multiple measures of health outcome, is one (or more) most relevant to practitioners and patients … Contextual questions. Insert contextual questions (if applicable). … Proposed Contextual Questions
"Contextual questions will not be systematically reviewed and are not … Insert contextual questions.
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cds.ahrq.gov/sites/default/files/workgroups/13461/CDS_Connect_WG_June_2021_Summary_0.pdf
January 01, 2021 - Malone defined the goal of the SDM App—to engage providers and patients to understand PDDIs,
especially … The app imports patient
https://cds.ahrq.gov/cdsconnect/artifact/contextual-drug-interaction-decision-support-algorithm-warfarin-nonsteroidal … https://cds.ahrq.gov/cdsconnect/artifact/contextual-drug-interaction-decision-support-algorithm-warfarin-antidepressants … The team continues to
evaluate the tools by running visit simulations with patients and providers; to … The team also runs usability testing with patients and clinicians
in separate events.
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www.ahrq.gov/chsp/about-chsp/centers/rand.html
July 01, 2019 - evidence into routine clinical practice, thereby improving quality, reducing costs, and achieving better patient … gain a more complete understanding of the complex structures of health systems, as well as the many contextual … specific aspect of health systems that may influence performance on such outcomes as quality, cost, patient … within the physician organizations in the 24 health systems and will explore the relationships between contextual … used, whether they achieve higher levels of integrated care, and how integrated care affects use of patient-centered
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www.uspreventiveservicestaskforce.org/uspstf/document/final-research-plan/chronic-obstructive-pulmonary-disease-screening
October 08, 2020 - *Includes asymptomatic adults, adults who have physical symptoms that are undetected by the patient … Contextual Question
Contextual … years and older, asymptomatic adults, adults who have physical symptoms that are undetected by the patient … ; pregnant women
KQs 2, 3: Patients with severe or very severe COPD; pregnant women; patients with … cancer screening to smoking cessation and recommended immunizations as a preventive service for the Contextual
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digital.ahrq.gov/principal-investigator/dorsch-michael
January 01, 2023 - Web Application on Medication Optimization in HFrEF Patients
The Impact of an … Adaptive Patient-Centered Web Application on Medication Optimization in HFrEF Patients
Description … A Geofencing-Based Adaptive Messaging System to Support Patient Self-Management of a Low-Sodium Diet … Self-Management of a Low-Sodium Diet in Hypertension
A novel just-in-time contextual … A novel just-in-time contextual mobile app intervention to reduce sodium intake in hypertension: protocol
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www.uspreventiveservicestaskforce.org/uspstf/document/final-research-plan/skin-cancer-screening
March 25, 2021 - Note: For all Key Questions and Contextual … Contextual Questions
Contextual … whole body photography)
KQ1: Lesion-directed diagnostic skin examination (e.g., in response to patient … Risk reduction behaviors (e.g., skin self-examination, sun protective behaviors) or measures of doctor-patient … clarified that the exclusion of “lesion-directed diagnostic skin examination (e.g., in response to patient
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www.ahrq.gov/ncepcr/reports/grants-impact/external.html
February 01, 2017 - A number of these important contextual factors are discussed in this section. … Patient Protection and Affordable Care Act
It is difficult to understate the importance of the Patient … The Patient Protection and Affordable Care Act is also important in so far as it provided incentives … A related contextual factor in the adoption of the PCEP models in spread States has been the competition … The Blueprint for Health is a "program for integrating a system of health care for patients, improving
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www.uspreventiveservicestaskforce.org/home/getfilebytoken/LgBN7_z7hqynt6BRzUUYA-
February 01, 2009 - In addi
tion, the USPSTF asked for information concerning sev
eral contextual questions. … reviewed are:
Contextual Question 1. … Contextual Question 2. … CQ � contextual question; KQ � key question.
rates of follow-up, and results. … that
the majority of lesions were detected by the patient (24).
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psnet.ahrq.gov/issue/effect-point-care-computer-reminders-physician-behaviour-systematic-review
September 02, 2009 - reflecting a combination of specific system and reminder design features , and perhaps cultural or contextual … Until further research identifies the specific design and contextual factors that reliably predict clinically … April 29, 2020
Rate of preventable mortality in hospitalized patients: a systematic review … March 13, 2013
Advancing the science of patient safety. … December 21, 2022
Safe but sound: patient safety meets evidence-based medicine.
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cds.ahrq.gov/sites/default/files/workgroups/58631/CDS_Connect_Work_Group_February_2022_slides.pdf
January 01, 2022 - solutions
• Design Thinking – a framework that applies diverse approaches to thinking differently
• Contextual … • User Centered Design/Human Centered Design – methods to focus on solutions that work for people
• Contextual … ethnography, workflow
analysis, etc.
10
Participatory Design Framework with Embedded
Co-Design and Contextual … • Blood pressure for patients with
hypertension at 3 months = 10-point
reduction in systolic and … Achieve Transformation and Equity (ACTIVATE)
Participatory Design Framework with Embedded Co-Design and Contextual
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www.uspreventiveservicestaskforce.org/uspstf/document/final-research-plan/cardiovascular-disease-screening-using-nontraditional-risk-assessment
September 03, 2015 - Contextual Questions
Contextual … Does nontraditional risk factor assessment lead to improved patient adherence to risk factor modification … Does detection of incidental findings improve patient outcomes? … The USPSTF made minor edits to the wording of the KQs and added two contextual questions to the Research
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psnet.ahrq.gov/issue/competencies-patient-safety-and-quality-improvement-synthesis-recommendations-influential
March 31, 2022 - Jt Comm J Qual Patient Saf. 2016;42(4):162-169. … Jt Comm J Qual Patient Saf . 2016; 42 (4) :162-169 . … Jt Comm J Qual Patient Saf. 2016;42(4):162-169. … care and medical students' abilities to probe for contextual issues in simulated patients. … of coworker reports about unprofessional behavior by surgeons with surgical complications in their patients