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Showing results for "data analysis tool".

81. Using Machine Learning for Military Service Members and Veterans at Risk for Suicide | Digital Healthcare Research
    digital.ahrq.gov/program-overview/research-stories/using-machine-learning-military-service-members-and-veterans-risk
    January 01, 2023 - Subtheme: Leveraging Machine Learning to Assess Risk The use of a risk-prediction tool … Xiaotian Gao, a statistician with a background in machine learning and health data analysis, are collaborating … to develop a tool for clinicians to flag potential risk factors for suicide ideation and suicide attempts

82. Predictive Monitoring: IMPact of Real-Time Predictive Monitoring in Acute Care Cardiology Trial (PM-IMPACCT) | Digital Healthcare Research
    digital.ahrq.gov/ahrq-funded-projects/predictive-monitoring-impact-real-time-predictive-monitoring-acute-care
    August 31, 2025 - Events Research Story An artificial intelligence-powered risk-prediction tool … evaluate the impact of CoMET—continuous monitoring of event trajectories—an artificial intelligence tool … The tool integrates data streams of rapidly changing health information to predict and communicate risk … The tool will use artificial intelligence models to incorporate cardiovascular data from patient monitors … It is anticipated that this tool will draw clinicians’ attention to those patients that warrant earlier

83. Time and Motion Study | Digital Healthcare Research
    digital.ahrq.gov/health-it-tools-and-resources/evaluation-resources/workflow-assessment-health-it-toolkit/all-workflow-tools/time-and-motion-study
    January 01, 2023 - How do I use this tool? 1. Determine the level of specificity that you want to measure. … Expertise Required This tool is easy to use and requires little or no training. … Recommended Supplies/Materials Stopwatch Data collection tool Advantages Adds to reliability

84. Evaluating Smart Forms and Quality Dashboards in an EHR (pdf file)
    digital.ahrq.gov/sites/default/files/docs/publication/r01hs015169-middleton-final-report-2009.pdf
    January 01, 2009 - A documentation-based clinical decision support tool (CDSS) “smart form”, and a “quality dashboard” … Data has been retrieved from the Partners Central Data Repository and data analysis is nearly complete … There is a certain trend emerging from the study results up to this point even though the data analysis … Completion of data analysis of ARI quality dashboard as a reporting tool 2. … Completion of data analysis CAD quality dashboard as a reporting tool 3.

85. Clinical Information Needs of CHCs for HIT (CLINCH-IT) - Final Report (pdf file)
    digital.ahrq.gov/sites/default/files/docs/citation/r01hs023324-cohen-final-report-2020.pdf
    January 01, 2020 - Data Analysis Three researchers experienced in qualitative methods, primary care practice organization … This wellness coach was working at a practice that was piloting a SDH screening tool. … When queried on the tool, the respondent notes that she has an existing resource tool that she uses … ABSTRACT PURPOSE SCOPE METHODS Study Design Setting Sample Data Collection Data Management Data … Analysis Usability Assessment Tool Limitations RESULTS Identifying Unmet Information Needs

86. Optimizing Display of Blood Pressure Data to Support Clinical Decision Making - Final Report (pdf file)
    digital.ahrq.gov/sites/default/files/docs/citation/r01hs023328-koopman-final-report-2021.pdf
    January 01, 2021 - To determine how this decision support tool influenced patient/physician perceptions of control and … Aim 4 examined use of the home blood pressure and data visualization CDS tool in real time during 89 … Aim 4 examined use of the CDS tool in real time during patient visits for hypertension, employing video … Aim 4: Observing Hypertension Patient Visits Using the Implemented CDS Tool Specific Aim 4: … Impact of Blood Pressure Visualization Tool Use on Hypertension Medical Decision Making.

87. Novel IT to Create Patient-Integrated Quality Improvement - Final Report (pdf file)
    digital.ahrq.gov/sites/default/files/docs/citation/r21hs024553-bardach-final-report-2018.pdf
    January 01, 2018 - Methods: We developed the Family Input to Quality and Safety (FIQS) tool, a mobile-responsive website … Determine feasibility and acceptability of the patient data collection and clinician dashboard tool. … To assess participant experience with using the tool, with a specific focus on the role of being an … Future work will support translation and testing the tool for this population. … endorsing continuing using the tool to collect data.

88. Portals in Inpatient Care: Evaluating the Usability, Use, and Patient Experience Associated With Patient Portal Technology at the Bedside - Final Report (pdf file)
    digital.ahrq.gov/sites/default/files/docs/citation/r21hs024349-mcalearney-final-report-2017.pdf
    January 01, 2017 - MyChart Bedside to gain a greater understanding of the process, content, and context in which this tool … Usability was evaluated by observing the interactions between user, tool, and task, and with measures … The Use Track focused on secondary data analysis of EHR log files. … MCB usage was tracked by analyzing log files, which are server-side records of tool use and represent … At the same time, others noted that they felt it was a good tool or “had potential” to help patients

89. CancelRx: A Health IT Tool to Decrease Medication Discrepancies in the Outpatient Setting - Final Report (pdf file)
    digital.ahrq.gov/sites/default/files/docs/citation/r21hs025793-chui-final-report-2020.pdf
    January 01, 2020 - CancelRx: A Health IT Tool to Decrease Medication Discrepancies in the Outpatient Setting - Final Report … CancelRx: A Health IT tool to decrease medication discrepancies in the outpatient setting … been proven effective at decreasing ADEs and improving medication safety.14,15 However, a health IT tool … CancelRx: A Health IT Tool to Reduce Medication Discrepancies in the Outpatient Setting. … CancelRx: Implementation and sustainability of a health IT tool to reduce medication list discrepancies

90. Translating Hypertension Guidelines into Practice: Development of Interoperable Clinical Decision Support | Digital Healthcare Research
    digital.ahrq.gov/ahrq-funded-projects/translating-hypertension-guidelines-practice-development-interoperable-clinical
    January 01, 2023 - Story Translating hypertension guidelines into a patient-facing clinical decision support tool … This research developed Collaboration Oriented Approach for Controlling HBP (COACH), a CDS tool that … Build CDS artifacts using the CDS Connect Authoring tool and build a FHIR application that can elicit … FHIR interoperable standards were used so that the tool could be interoperable and adopted by others. … Based on survey results, the tool will be modified to meet both patient and provider needs.

91. Using Social Knowledge Networking (SKN) Technology To Enable Meaningful Use of EHR Technology - Final Report (pdf file)
    digital.ahrq.gov/sites/default/files/docs/citation/r21hs024335-rangachari-final-report-2018.pdf
    January 01, 2018 - • SKN Discussion Tool (Microsoft Yammer): an online platform (independent of the SKN Reporting Tool … Additional data sources related to SKN Use included the SKN Reporting Tool; the 15 SKN progress email … Data analysis To address Aim #1, we examined dynamics of inter-professional knowledge exchange on the … The study suggests an SKN system could be a valuable tool for enabling inter-professional knowledge … Data collection for PHASE 2 was concluded in June 2018; and was followed by data analysis in PHASE 3

92. AR-CPR: Refinement and Large-Scale Simulation-Based Testing of a Novel Augmented Reality Point of Care Chest Compression Feedback System | Digital Healthcare Research
    digital.ahrq.gov/ahrq-funded-projects/ar-cpr-refinement-and-large-scale-simulation-based-testing-novel-augmented
    April 01, 2023 - In this current study, researchers will refine the tool to improve pediatric chest compression quality … Lastly, they will develop chest recoil detection through real-time data analysis of the upgraded system … Researchers will then evaluate the tool by comparing the rate of high-quality compressions over 1-minute … They also believe that tool enhancements will improve adherence to PALS guidelines and the rate of high-quality … The tool has a lower cost and fewer personnel utilization and training needs than qCPR coaching, allowing

93. Rural Hospital Collaborative for Excellence Using IT - Final Report (pdf file)
    digital.ahrq.gov/sites/default/files/docs/publication/uc1hs015431-brooks-final-report-2007.pdf
    January 01, 2007 - It was expected the benchmarking tool would improve quality of care and patient safety, especially in … The main component of the benchmarking tool supplied to participating hospitals is Cognos PowerPlay … A second component of the web-based benchmarking tool is an electronic blackboard through which the … process may enable us to discern differences in the current data by having a longer period of time for data … analysis.

94. PC CDS Planning, Implementation, and Reporting User Guide (pdf file)
    digital.ahrq.gov/sites/default/files/Final_MO%20PC%20CDS%20User%20Guide%20(1)_0_0.pdf
    September 01, 2024 - This user guide accompanies a fillable tool (the PC CDS Planning & Reporting Tool) that enables users … https://cdsic.ahrq.gov/cdsic/planning-reporting-tool https://cdsic.ahrq.gov/cdsic/planning-reporting-tool … About the PC CDS Planning & Reporting Tool Through the process of completing the tool, users will be … The tool was renamed the PC CDS Planning & Reporting Tool. … had for the tool.

95. Needs Assessment | Digital Healthcare Research
    digital.ahrq.gov/health-it-tools-and-resources/evaluation-resources/workflow-assessment-health-it-toolkit/all-workflow-tools/needs-assessment
    January 01, 2023 - identify which needs should be reduced or eliminated, making the needs assessment a useful decisionmaking tool … How do I use this tool? 1. SELECT LEADERSHIP AND A TEAM. 2. … Expertise Required Users of this tool usually have some training or experience in its use.

96. An Environmental Scan to Inform the Development of CEDAR (2023) (pdf file)
    digital.ahrq.gov/sites/default/files/docs/citation/cedar_environmental_scan.pdf
    April 01, 2023 - In 2022, the CEDAR RI was released as an open-source, standards-based tool that provides developers … The tool UI provides a mechanism for users to interact with the tool and extract or view information … Maintaining digital tool sets such as APIs requires organizational infrastructure and staff. … Automated tool can be integrated into workflows. Can be used for self- assessment. … Free self-evaluation tool, developed for U.S. agency.

97. Health Information Technology in Heart Failure Care | Digital Healthcare Research
    digital.ahrq.gov/ahrq-funded-projects/health-information-technology-heart-failure-care
    January 01, 2023 - A clinical decision support (CDS) tool has the potential to enhance clinician compliance with guidelines … This research evaluated the implementation and effectiveness of a CDS tool designed to prompt providers … The tool was refined through usability testing with provider feedback prior to implementation. … Two strategies for implementing the CDS tool were compared: an interruptive alert and a non-interruptive … In the future, the researchers plan to tailor the CDS tool toward patients who may benefit the most,

98. Improving Otitis Media Care with EHR-based Clinical Decision Support and Feedback - 2010 | Digital Healthcare Research
    digital.ahrq.gov/ahrq-funded-projects/improving-otitis-media-care-electronic-health-record-ehr-based-clinical/annual-summary/2010
    January 01, 2010 - The central component of the CDS tool is the “episode grouper,” which summarizes prior care and presents … to physicians serve a dual purpose of performance feedback and encouraging physician use of the CDS tool … analyze data on the differences in the quality of care between the control sites and sites with the CDS tool … Usage of the CDS tool was low (approximately 20 percent), which is being addressed through the incorporation

99. Measurement and Outcomes Workgroup: Inventory of Patient Preference Measurement Tools for PC CDS Report (pdf file)
    digital.ahrq.gov/sites/default/files/Final_MO_Patient%20Preference%20Report_6.7.24.pdf
    June 01, 2024 - This column captures how common or widespread use of the tool is in the medical field. … At the time of publication, the tool was under development. • Pilot-tested. … The tool has been successfully pilot tested with a population. • Used in a clinic/health system. … This column describes the type of setting where the tool can be used. … tool that is proven valid.

100. Rural Healthcare Quality Network (RHQN) - Final Report (pdf file)
     digital.ahrq.gov/sites/default/files/docs/citation/r01hs015188-huck-final-report-2008.pdf
     January 01, 2008 - • Best practice guidelines • Computers and information technology • Training Qualitative Data … Analysis Interviews and Focus Groups … Analysis Although slight, there does appear to be evidence of statistically relevant improvement in … analysis. … Analysis Results Clinical Practice Guidelines Information Technology Quantitative Data Analysis