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digital.ahrq.gov/ahrq-funded-projects/collaborative-patient-portals-computer-based-agents-and-patients-understanding
January 01, 2023 - Researchers enhanced patient portal context: 1) verbally, by adding low, borderline, or high-risk labels … , emotional reactions to the risk information, and intentions to perform self-care activities to reduce … risk of disease. … However, the enhanced formats did not directly improve emotional response, risk perception, or behavioral … Age differences in responding to graphically conveyed health risk information.
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digital.ahrq.gov/principal-investigator/mccarty-carolyn
January 01, 2023 - Effect of electronic screening with personalized feedback on adolescent health risk … Effect of electronic screening with personalized feedback on adolescent health risk behaviors in a primary … Adolescents' perspectives on personalized e-feedback in the context of health risk … Adolescents' perspectives on personalized e-feedback in the context of health risk behavior screening … Improving Teen Care With Health IT
Description
This research assessed the use of a multi-risk
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digital.ahrq.gov/sites/default/files/docs/citation/k08hs022908-gephart-final-report-2020.pdf
January 01, 2020 - human
milk prioritized feeding, use of standardized feeding protocols, antibiotic stewardship and risk … To address this need, a NEC risk decision rule, called GutCheckNEC was derived and validated
by our … The GRADE
approach was then used to classify the strength of recommendations and balance the risks, … Neonatal Nurses Experience Unintended
Consequences and Risks to Patient Safety with Electronic Health … Grading the evidence to
identify strategies to modify risk for necrotizing enterocolitis.
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digital.ahrq.gov/ahrq-funded-projects/intervention-inc-interactive-nutrition-comics-urban-minority-youth
January 01, 2023 - mobile-enabled intervention promoting dietary self-management focused on reducing childhood obesity risk … attitudes, and food preferences associated with the targeted behaviors to reduce childhood obesity risk … Key recruitment and retention strategies for a pilot web-based intervention to decrease obesity risk … Key recruitment and retention strategies for a pilot web-based intervention to decrease obesity risk … Populations , Minority Populations
A web-based interactive tool to reduce childhood obesity risk
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digital.ahrq.gov/principal-investigator/chrischilles-elizabeth
January 01, 2023 - Chrischilles, Elizabeth
Design and Testing of a Mobile Cardiovascular Risk … Design and Testing of a Mobile Cardiovascular Risk Service With Patient Partners - Final Report. … Chrischilles, Elizabeth
Project Name
Design and Testing of a Mobile Cardiovascular Risk … Elder Medication Use Quality
Design and Testing of a Mobile Cardiovascular Risk … service to improve patient engagement in self-management of cardiovascular risk.
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digital.ahrq.gov/program-overview/research-stories/making-evidence-based-clinical-decision-support-implementable
January 01, 2023 - Medical Prevention Registry on Venous Thromboembolism-D-Dimer (IMPROVE-DD) CDS application for VTE risk … assessment; and 3) the Wells’ Criteria CDS application for PE diagnosis risk stratification. … In September 2021, they deployed the Wells’ Criteria CDS application for PE diagnostic risk assessment … to identify hospitalized COVID-19 patients at low, moderate, and high VTE risk. … Alex Spyropoulos
At the ED site where the Wells’ Criteria PE diagnostic risk assessment with nudges
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digital.ahrq.gov/ahrq-funded-projects/developing-passive-digital-marker-prediction-childhood-asthma-treatment
July 31, 2025 - Publications
Applying novel machine learning methodologies in real time to readily available risk … 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 … External validation and update of the pediatric asthma risk score as a passive digital marker for childhood … External validation and update of the pediatric asthma risk score as a passive digital marker for childhood
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digital.ahrq.gov/sites/default/files/docs/citation/cds-connect-environmental-scan.pdf
December 01, 2017 - to improve
the prevention and management of pain, and increase awareness of treatment options and risks … prescribing practices, and shared decision making between patients and
providers based on the benefits and risks … therapy (e.g., assess baseline
pain and function, patient goals and preferences, discuss benefits and risks … • Consider all treatment options, weighing benefits and risks of opioid therapy, and using
opioids … Choosing Wisely recommends avoiding the prescription of long-
term opioids for non-cancer pain unless risks
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digital.ahrq.gov/ahrq-funded-projects/implementation-novel-multi-platform-evidence-based-clinical-decision-support
January 01, 2024 - Automated pulmonary embolism risk assessment using the Wells criteria: Validation study. … assessment; and 3) the Wells’ Criteria CDS application for PE diagnosis risk stratification. … In September 2021, they deployed the Wells’ Criteria CDS application for PE diagnostic risk assessment … to identify hospitalized COVID-19 patients at low, moderate, and high VTE risk. … Alex Spyropoulos
At the ED site where the Wells’ Criteria PE diagnostic risk assessment with nudges
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digital.ahrq.gov/principal-investigator/haas-jennifer-s
January 01, 2023 - A cluster randomized trial of a personalized multi-condition risk assessment in primary care. … A cluster randomized trial of a personalized multi-condition risk assessment in primary care. … Documentation & Management in Primary Care
Description
This study evaluated whether collecting risk … factors to generate an electronic personalized health risk appraisal for coronary heart disease, diabetes … , and breast and colorectal cancer was associated with improved patient-provider communication, risk
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digital.ahrq.gov/program-overview/research-reports/2023-year-review/research-themes-and-findings
January 01, 2023 - ability to make informed decisions about their reconstruction surgery based on their preference and risk … Patients Decide if In-Home Hospital-Level Care is Right for Them Leveraging Machine Learning to Assess Risk … Emerging Using Machine Learning for Military Service Members and Veterans at Risk for Suicide Using … discontinuing disease-modifying therapies in those with multiple sclerosis has the potential to reduce the risk … making tool that visually displays, to patients and providers, information on the potential interaction risks
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digital.ahrq.gov/sites/default/files/docs/data-visualization-slides-10192022.pdf
October 19, 2022 - the development and evaluation of a shared decision-making
dashboard for presenting individualized risks … factors incorporated at top
• Estimated risk is function of patient risk factors / medications
66 … Design
67 67
68
Risk
Factors
Risk
Array
Primary Display
NSAID Selection
69 69 … Approaches to Mitigate Risk
Medications Reducing Risk of Harm Alternative Non-Interacting … 1.3) 2. 7 (1.2) 0.65
It’s hard for me to decide if the benefits are more
important to me than the risks
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digital.ahrq.gov/sites/default/files/docs/citation/r21hs026803-wells-final-report-2022.pdf
January 01, 2022 - Purpose: The goal is to improve the efficiency of identifying and screening patients at the highest risk … The intervention will be conducted by applying a
previously developed A1c risk calculator to identify … “risk/abnormal” were anxiety-provoking/unfavorable
b. … “Computerized risk score” was confusing
d. … A list of high risk individuals will be obtained by
applying the hemoglobin A1c risk calculator to these
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digital.ahrq.gov/health-care-theme/us-preventive-services-task-force-recommendations
January 01, 2023 - 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 … discussion with at-risk patients on whether lung cancer screening is right for them. … Improving Teen Care With Health IT
Description
This research assessed the use of a multi-risk … increased rate of clinician counseling for endorsed behaviors, but no significant change in reported risk
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digital.ahrq.gov/program-overview/research-stories/clinical-decision-support-tool-preventing-falls
January 01, 2023 - Fall prevention is possible, but older adults who are at the highest risk of falling need to receive … Despite recognizing the need, PCPs do not routinely ask older patients about falls and associated risk … clinical practice, and patients are able to actively participate in their healthcare to minimize the risk … Findings into Diverse Primary Care Practices (ASPIRE)—supports PCPs in identifying older adults at risk … clinicians and allows them to collaborate with the patient on getting a better assessment of their risk
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digital.ahrq.gov/sites/default/files/docs/citation/r18hs026196-Spyropoulos-final-report-2022.pdf
January 01, 2022 - , ≥ 4: high-risk). … The primary outcome was rate of appropriate thromboprophylaxis for at-risk and high-risk
patients. … low risk vs. high risk (only for intervention hospitals)
b. COVID visits vs. regular visits
c. … risk), and 5.30% for score ≥ 4 (high risk). … 21.0% low risk.
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digital.ahrq.gov/ahrq-funded-projects/implementation-electronic-health-screening-primary-care-improve-sti-testing
September 29, 2023 - Louis Children’s Hospital (SLCH) Emergency Department (ED) frequently treats at-risk adolescents. … The AQS, integrated with the Epic electronic health record (EHR), assesses STI risk for adolescents aged … Implement an electronic STI risk assessment tool in multiple pediatric clinics and assess for changes … Adapting an electronic STI risk assessment program for use in pediatric primary care. … Adapting an electronic STI risk assessment program for use in pediatric primary care.
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digital.ahrq.gov/principal-investigator/goodney-philip
January 01, 2023 - Development and pilot feasibility study of a health information technology tool to calculate mortality risk … for patients with asymptomatic carotid stenosis: the Carotid Risk Assessment Tool (CARAT). … Development and pilot feasibility study of a health information technology tool to calculate mortality risk … for patients with asymptomatic carotid stenosis: the Carotid Risk Assessment Tool (CARAT). … Outcomes of carotid endarterectomy versus stenting in comparable medical risk patients.
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digital.ahrq.gov/principal-investigator/dykes-patricia
June 15, 2023 - Principal Investigator(s)
Dykes, Patricia
Chen, Jin
Management of fall risk … Management of fall risk among older adults in diverse primary care settings. … Fall risk management using clinical decision support in a rural nursing-led primary care practice. … 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/type-care/preventive-care
January 01, 2023 - Suicide
Description
This research will develop and validate a clinician-facing longitudinal risk-prediction … 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 … discussion with at-risk patients on whether lung cancer screening is right for them. … Description
This study adapted and implemented an electronic sexually transmitted infection (STI) risk