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digital.ahrq.gov/ahrq-funded-projects/integrating-contextual-factors-clinical-decision-support-reduce-contextual
January 01, 2023 - Contextual errors occur when a care plan is inappropriate because of inattention to patient context. … When a clinician more easily recognizes clues—“contextual red flags”—that represent challenges a patient … A CDS intervention was developed represented by a contextual care box containing information from a patient … questionnaire designed to capture contextual factors, as well as relevant information about the patient … , but there was an increase in asking patients questions about their circumstances, “contextual probing
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digital.ahrq.gov/ahrq-funded-projects/integrating-contextual-factors-clinical-decision-support-reduce-contextual/final-report
January 01, 2023 - Integrating Contextual Factors into Clinical Decision Support to Reduce Contextual Error and Improve … Integrating Contextual Factors into Clinical Decision Support to Reduce Contextual Error and Improve … Principal Investigator
Weiner, Saul
Project Name
Integrating Contextual Factors into … Clinical Decision Support to Reduce Contextual Error and Improve Outcomes in Ambulatory Care … Electronic Medical Record
Document Type
Report
Population
Clinical Staff/Clinician
Patient
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digital.ahrq.gov/ahrq-funded-projects/integrating-contextual-factors-clinical-decision-support-reduce-contextual/citation/contextualizing
January 01, 2023 - Patient Educ Couns. 2022 Mar;105(3):594-598. doi: 10.1016/j.pec.2021.06.016. Epub 2021 Jun 15. … pubmed.ncbi.nlm.nih.gov/34158194/
Principal Investigator
Weiner, Saul
Project Name
Integrating Contextual … Factors into Clinical Decision Support to Reduce Contextual Error and Improve Outcomes in Ambulatory
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digital.ahrq.gov/sites/default/files/docs/citation/r01hs025374-weiner-final-report-2022.pdf
January 01, 2022 - patient is already unable to follow (a contextual error). … Table 2 presents patient characteristics by study group; patients did not differ between groups in site … red flags and contextual factors in
both trial groups, including contextual factors disclosed by patients … Conclusions:
Information about patients’ life circumstances and behaviors, i.e., patient life context … for contextual issues in simulated patients.
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digital.ahrq.gov/principal-investigator/weiner-saul
January 01, 2023 - Integrating Contextual Factors into Clinical Decision Support to Reduce Contextual Error … Integrating Contextual Factors into Clinical Decision Support to Reduce Contextual Error and Improve … Patient Educ Couns. 2022 Mar;105(3):594-598. doi: 10.1016/j.pec.2021.06.016. Epub 2021 Jun 15. … Integrating Contextual Factors into Clinical Decision Support to Reduce Contextual Error … errors, improve patient healthcare outcomes, and reduce misuse and overuse of medical services.
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digital.ahrq.gov/ahrq-funded-projects/using-electronic-health-record-identify-children-likely-suffer-last-minute/citation/mining
January 01, 2023 - Mining patient-specific and contextual data with machine learning technologies to predict cancellation … Mining patient-specific and contextual data with machine learning technologies to predict cancellation
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digital.ahrq.gov/sites/default/files/docs/citation/r21hs023865-lee-final-report-2018.pdf
January 01, 2018 - data when the patient is not in clinic, unless the patient reached
out, specifically asking them to … A trusting
relationship between the patient and provider is also crucial and it’s important that patients … It was also acknowledged that collecting
contextual information is time consuming for the patient, and … This can cause confusion
for individual patients; if a patient uses a Dexcom CGM sensor and a Tandem … Both providers and patients desired
stressed the important of having contextual information to relate
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digital.ahrq.gov/ahrq-funded-projects/patient-centered-data-visualizations-diabetes
January 01, 2023 - visualization prototype for adolescents and their parents to view their diabetes data in conjunction with contextual … visualization and interactive techniques for viewing longitudinal data that may have the potential to enhance patients … Have adolescents with type 1 diabetes collect diabetes data and contextual variables using mobile technology … high and low blood glucose values were generated using the prototype visualizations that incorporated contextual … The project team concluded that personalizing contextual diabetes data is an important feature of any
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digital.ahrq.gov/ahrq-funded-projects/geofencing-based-adaptive-messaging-system-support-patient-self-management-low/citation/novel
January 01, 2023 - A novel just-in-time contextual mobile app intervention to reduce sodium intake in hypertension: protocol … A novel just-in-time contextual mobile app intervention to reduce sodium intake in hypertension: protocol … Dorsch, Michael
Project Name
A Geofencing-Based Adaptive Messaging System to Support Patient
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digital.ahrq.gov/sites/default/files/docs/citation/r21hs023661-cutrona-final-report-2017.pdf
January 01, 2017 - Identify contextual factors, types of alerts and characteristics of providers, patients and hospital … Identify contextual factors, types of alerts and characteristics of providers, patients and hospital … Identify contextual factors, types of alerts and characteristics of providers, patients and
hospital … Identify contextual factors, types of alerts and characteristics of providers, patients and
hospital … Patient and Primary Care Provider (PCP) characteristics
Characteristics of Participating Patients N
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digital.ahrq.gov/location/usa-il-chicago
January 01, 2023 - Health System to Integrate Care for Substance Misuse and HIV Treatment and Prevention Among Hospitalized Patients … machine learning classifier to identify risk for HIV acquisition or transmission among hospitalized patients … Principal Investigator(s)
Garcia, Sofia
Penedo, Frank
Integrating Contextual … Factors into Clinical Decision Support to Reduce Contextual Error and Improve Outcomes in Ambulatory … Care
Description
This research studied whether clinical decision support could reduce contextual
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digital.ahrq.gov/health-care-theme/care-planning
January 01, 2023 - Number
R21 HS026075
Principal Investigator(s)
Zhu, Xi
Integrating Contextual … Factors into Clinical Decision Support to Reduce Contextual Error and Improve Outcomes in Ambulatory … Care
Description
This research studied whether clinical decision support could reduce contextual … a set of recommendations for patients and providers. … Patients as Safeguards: Understanding the Information Needs of Hospitalized Patients
Description
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digital.ahrq.gov/organization/university-illinois-chicago
January 01, 2023 - University of Illinois at Chicago
Integrating Contextual Factors into … Clinical Decision Support to Reduce Contextual Error and Improve Outcomes in Ambulatory Care … Description
This research studied whether clinical decision support could reduce contextual errors … , improve patient healthcare outcomes, and reduce misuse and overuse of medical services. … technology to usual care for benefits outcomes, adverse events, effectiveness, costs, and satisfaction among patients
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digital.ahrq.gov/principal-investigator/pratap-jayant
January 01, 2023 - Pratap, Jayant
Mining patient-specific and contextual data with machine … Mining patient-specific and contextual data with machine learning technologies to predict cancellation … research applied machine learning to develop a model predicting surgical cancellations among pediatric patients
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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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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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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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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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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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digital.ahrq.gov/ahrq-funded-projects/implementation-ddinteract-shared-decision-making-tool-anticoagulant-drug-drug
August 15, 2023 - Safety
Shared Decision Making
Patients receiving anticoagulant medications often have … can provide warnings about potential DDIs; however, these systems are often text-based and do not use contextual … DDInteract includes a visual display of risk, a patient-specific risk profile, patient education information … The specific aims of the research are as follows: Examine contextual factors and define relevant implementation … during the visit, through the patient portal, or after a visit, allowing patients to reconsider risks