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digital.ahrq.gov/ahrq-funded-projects/evaluation-and-integration-automatic-fall-prediction-system/annual-summary/2012
January 01, 2012 - and evaluated a method to track variability in everyday movements as an additional means to predict risk … It aimed to demonstrate that increased movement variability is a stronger predictor of fall risk than … two other well-known risk factors—history of falls and use of prescribed psychoactive medications—and … that collectively, prediction of fall risk is significantly improved. … his research team anticipated that the new method will be a useful tool for relating changes in fall risk
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digital.ahrq.gov/sites/default/files/docs/resource/Logan_ExcellenceReportQMs.pdf
June 16, 2021 - Preprocedure risk assessment is documented.
Quality Measure 2. … Preprocedure risk assessment is documented. … screening” or “Average risk screening” … Risk Screening indications and by lack of other indications … Preprocedure risk assessment is documented.
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digital.ahrq.gov/ahrq-funded-projects/evaluation-and-integration-automatic-fall-prediction-system
January 01, 2023 - In addition, antipsychotic and antidepressant drugs contribute to fall risk by affecting cognitive and … An increase in the variability in stride-to-stride velocity has also been identified as an important risk … health, medication regimens, cognitive impairment, and other predisposing factors involved in fall risk … which, when combined with other known risk factors for falls, can significantly improve the accuracy … of fall prediction than can other risk factors alone.
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digital.ahrq.gov/sites/default/files/docs/page/percentage-of-alerts-quick-reference-guide.pdf
March 01, 2009 - Potential Risks: It is important to assess and
monitor the quality of data used to trigger the alerts
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digital.ahrq.gov/population/women
January 01, 2024 - and establish the efficacy of an actionable predictive model to identify pregnant individuals at high risk … postpartum hemorrhage which can be used in combination with a clinical decision support tool to reduce the risk … implementation of BREASTChoice, a multilevel breast reconstruction decision support tool with personalized risk … implementation of BREASTChoice, a multilevel breast reconstruction decision support tool with personalized risk … Citation
Confidential screening for and management of Intimate Partner Violence risk using a commercial
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digital.ahrq.gov/ahrq-funded-projects/evaluation-and-integration-automatic-fall-prediction-system/annual-summary/2011
January 01, 2011 - and evaluating a method to track variability in everyday movements as an additional means to predict risk … It aims to demonstrate that increased movement variability is a stronger predictor of fall risk than … two other well-known risk factors - history of falls and use of prescribed psychoactive medications - … and that collectively, prediction of fall risk is significantly improved. … his research team anticipate that the new method will be a useful tool for relating changes in fall risk
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digital.ahrq.gov/principal-investigator/vest-joshua-ryan
January 01, 2025 - for Social Needs in Emergency Department Settings
Non-response bias in social risk … Non-response bias in social risk factor screening among adult emergency department patients. … Generalizability and portability of natural language processing system to extract individual social risk … Generalizability and portability of natural language processing system to extract individual social risk … assess the validity of patient-level computable social factor phenotypes used to predict a patient’s risk
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digital.ahrq.gov/technology/predictive-modeling
January 01, 2023 - electronic health records, and machine learning) to better understand missed and delayed diagnoses, identify risk … developing predictive models to assess in real-time the potential for transplant success and to evaluate risk … and establish the efficacy of an actionable predictive model to identify pregnant individuals at high risk … postpartum hemorrhage which can be used in combination with a clinical decision support tool to reduce the risk … Predictive modeling to identify children with complex health needs at risk for hospitalization.
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digital.ahrq.gov/program-overview/research-stories/identifying-patients-high-need-during-care-transitions-improve-care-and-meet-social-needs
January 01, 2023 - intervention (CTI) that used health information exchange (HIE) data to alert primary care providers of high-risk … Identifying high-need and high-risk patients to support cross-sector care: enhanced CTI
While the research … collaborative cross-sector care planning for post-discharge patients most in need of support and at risk … expanding CTI to better pinpoint patients needing intensive care transition followup using algorithms and risk … Sharon Hewner
Focusing on high-risk and high-need patients should improve continuity and reduce unnecessary
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digital.ahrq.gov/sites/default/files/docs/citation/r18hs025131-jack-final-report-2022.pdf
January 01, 2022 - number of health topics flagged at
baseline across sites that enrolled users (n=5) ranged from 18– 24 risks … Health topics are categorized as either 1) ‘Staying Well’ (i.e. getting the flu vaccine)
risks where … A total of 104 possible risks are screened across 13 domains of care based on the work of the Center … risk and then periodically thereafter. … Reducing preconception risks among African American women
with conversational agent technology.
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digital.ahrq.gov/sites/default/files/docs/citation/AppendixD_HIT_Hazard_Manager_Beta_Test.pdf
June 16, 2021 - were due to a usability,
software design or organizational factor and most often resulted in patient risk … Production Use Usability Risk 177
Production Use Usability Actual 63
Production Use Software Design … Risk 163
Production Use Software Design Actual 35
Production Use Other Org. … Factors Risk 99
Production Use Other Org. … • Risk of Care Process Compromise was most often selected with Usability (49.3%, n=244)
and Software
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digital.ahrq.gov/sites/default/files/docs/citation/r18hs026704-ahmad-final-report-2023.pdf
January 01, 2023 - Abstract
Purpose: The goal of our project was to adapt and implement an electronic STI risk assessment … We previously implemented a risk based electronic STI screening program AQS
(Adolescent Questionnaire … testing, largely due to do a low perceived risk of having an STI. … Adapting an Electronic
STI Risk Assessment Program for Use in Pediatric Primary Care. … Implementation of Risk-Based STI Screening in
Pediatric Primary Care.
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digital.ahrq.gov/program-overview/success-stories
January 01, 2023 - In addition the reminders to high-risk patients who are overdue for their services can significantly … Surgical Risk Preoperative Assessment System (SURPAS) - A Postoperative Risk Assessment CDS Tool Principal … R21 HS024124) This new risk assessment clinical decision support tool is intended for use by patient … care providers to estimate individual patient risk of complications after a surgical procedure. … preoperatively available risk factors.
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digital.ahrq.gov/sites/default/files/docs/citation/r01hs025984-malone-final-report-2023.pdf
January 01, 2023 - and patient-level factors that mitigate or increase risk of harm. … We evaluated each included study for risk of bias. … We identified variables that would affect the DDI risk or severity. … and a medication known risk for QTc prolongation. … and highlighting patients with predisposing risk factors.
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digital.ahrq.gov/medical-condition/trauma
January 01, 2024 - Clinical Decision Support for Venous Thromboembolism Prevention
Management of fall risk … Management of fall risk among older adults in diverse primary care settings. … Number
R01 HS029183
Principal Investigator(s)
Xiang, Henry
Fall risk … Fall risk management using clinical decision support in a rural nursing-led primary care practice. … Usability testing of an interoperable computerized clinical decision support tool for fall risk
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digital.ahrq.gov/research-method/think-aloud-protocol-cognitive-task-analysis
January 01, 2024 - Adapting cognitive task analysis methods for use in a large sample simulation study of high-risk … Adapting cognitive task analysis methods for use in a large sample simulation study of high-risk healthcare … for Improving Health Outcomes in PLWH
Dissemination and Implementation of QT Risk … Dissemination and Implementation of QT Risk Clinical Decision Support - Final Report. … Project Name
Dissemination and Implementation of QT Risk Clinical Decision Support
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digital.ahrq.gov/ahrq-funded-projects/developing-passive-digital-marker-prediction-childhood-asthma-treatment
July 31, 2025 - Description
Applying novel machine learning methodologies in real time to readily available risk … Missed opportunities for early and efficacious treatment contribute to increased risk of childhood asthma-associated … on the notion that applying novel machine learning (ML) methodologies to increasingly available EHR risk … Researchers hypothesize that, when applied to risk and prognostic EHR data derived from incident asthma
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digital.ahrq.gov/ahrq-funded-projects/self-management-reminders-technology-smart-appraisal-integrated-personal-health
January 01, 2023 - disease is the leading cause of mortality in the U.S. and as the population ages, the disease and its risk … Many of these risk factors, including elevated lipids, hypertension, obesity, and diabetes, are responsive … Patients who had either cardiovascular disease or two risk factors for the development of cardiovascular … Secondary outcomes included calculations of 10-year cardiovascular risk, changes in cardiovascular risk … Overall, users of the active PHR did not reduce their cardiovascular risk versus the control group at
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digital.ahrq.gov/ahrq-funded-projects/decision-making-and-clinical-work-test-result-followup-health-information
January 01, 2023 - Finally, the team conducted a socio-technical risk assessment of factors that impact EHR-based test result … Conduct prospective risk assessments to characterize socio-technical contextual factors that present … risks to appropriateness and timeliness of abnormal test result followup in EHR-enabled healthcare systems
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digital.ahrq.gov/population/female
January 01, 2023 - and establish the efficacy of an actionable predictive model to identify pregnant individuals at high risk … postpartum hemorrhage which can be used in combination with a clinical decision support tool to reduce the risk … with the Electronic Health Record
Description
This study will integrate a previously piloted risk … support for both patients and clinicians to improve quality of care for women who are at increased risk