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CancelRx implementation: Observed changes to medication discontinuation workflows over time. | Digital Healthcare Research

digital.ahrq.gov/ahrq-funded-projects/cancelrx-health-it-tool-decrease-medication-discrepancies-outpatient-setting/citation/implementation

January 01, 2023 - CancelRx implementation: Observed changes to medication discontinuation workflows over time. Citation Watterson TL, Hernandez SE, Stone JA, Gilson AM, Ramly E, Chui MA. CancelRx implementation: Observed changes to medication discontinuation workflows over time. Explor Res Clin Soc Pharm. 2022 Jan 25;…

The roles of chronic disease complexity, health system integration, and care management in post-discharge healthcare utilization in a low-income population. | Digital Healthcare Research

digital.ahrq.gov/ahrq-funded-projects/coordinating-transitions-health-information-technology-role-improving-multiple-chronic-disease-outcomes/citation/roles

January 01, 2023 - The roles of chronic disease complexity, health system integration, and care management in post-discharge healthcare utilization in a low-income population. Citation Hewner S, Casucci S, Castner J. The roles of chronic disease complexity, health system integration, and care management in post-discharg…

Primary medication non-adherence: analysis of 195,930 electronic prescriptions. | Digital Healthcare Research

digital.ahrq.gov/ahrq-funded-projects/e-prescribing-impact-patient-safety-use-and-cost/citation/primary-medication

January 01, 2023 - Primary medication non-adherence: analysis of 195,930 electronic prescriptions. Citation Fischer MA, Stedman MR, Lii J, et al. Primary medication non-adherence: analysis of 195,930 electronic prescriptions. J Gen Intern Med 2010 Apr;25(4):284-90. Link Fischer MA, Stedman MR, Lii J, et al. Prim…

Gillespie, Theresa | Digital Healthcare Research

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January 01, 2023 - Gillespie, Theresa eCoach: Development and Pilot Testing of a Decision Aid for Prostate Cancer - Final Report Citation Gillespie T. eCoach: Development and Pilot Testing of a Decision Aid for Prostate Cancer - Final Report. (Prepared by Emory University under Grant No. R21 HS0…

Application of HL7/LOINC document ontology to a university-affiliated integrated health system research clinical data repository. | Digital Healthcare Research

digital.ahrq.gov/ahrq-funded-projects/discovery-and-visualization-new-information-clinical-reports-electronic-health/citation/application

January 01, 2023 - Application of HL7/LOINC document ontology to a university-affiliated integrated health system research clinical data repository. Citation Wang Y, Pakhomov S, Dale JL, et al. Application of HL7/LOINC document ontology to a university-affiliated integrated health system research clinical data repositor…

Unsupervised machine learning analysis to identify patterns of ICU medication use for fluid overload prediction. | Digital Healthcare Research

digital.ahrq.gov/ahrq-funded-projects/artificial-intelligence-based-health-it-tools-optimize-critical-care/citation/unsupervised

January 01, 2023 - Unsupervised machine learning analysis to identify patterns of ICU medication use for fluid overload prediction. Citation Keats K, Deng S, Chen X, Zhang T, Devlin JW, Murphy DJ, Smith SE, Murray B, Kamaleswaran R, Sikora A. Unsupervised machine learning analysis to identify patterns of ICU medication …

Designing consumer health IT: a guide for developers and systems designers. | Digital Healthcare Research

digital.ahrq.gov/ahrq-funded-projects/understanding-development-methods-other-industries-improve-design-consumer/citation/guide-developers-designers

January 01, 2023 - Designing consumer health IT: a guide for developers and systems designers. Citation Designing consumer health IT: a guide for developers and systems designers. (Prepared by Westat under Contract No. 290-09-00023I-10.) AHRQ Publication No. 12-0066-EF. Rockville, MD: Agency for Healthcare Research and…

All Workflow Tools | Digital Healthcare Research

digital.ahrq.gov/health-it-tools-and-resources/evaluation-resources/workflow-assessment-health-it-toolkit/all-workflow-tools/category

January 01, 2023 - All Workflow Tools Nearly 100 tools are included in this compendium and have been categorized based on what they are used for. For example, tools such as flowcharts are a means of "process mapping", checklists are a "data collection" tool, histograms provide "data display an…

USA, GA, Athens | Digital Healthcare Research

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January 01, 2023 - USA, GA, Athens Machine Learning Validation of Medication Regimen Complexity for Critical Care Pharmacist Resource Prediction Description This research will develop and validate machine learning enhanced predictive models improving the allocation of critical care pharmacists t…

Linking electronic health record and trauma registry data: assessing the value of probabilistic linkage. | Digital Healthcare Research

digital.ahrq.gov/ahrq-funded-projects/care-transitions-and-teamwork-pediatric-trauma-implications-health-information/citation/linking

January 01, 2023 - Linking electronic health record and trauma registry data: assessing the value of probabilistic linkage. Citation Durojaiye AB, Puett LL, Levin S, et al. Linking electronic health record and trauma registry data: assessing the value of probabilistic linkage. Methods Inf Med. 2018 Nov 19. doi: 10.1055/…

USA, MS, Jackson | Digital Healthcare Research

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January 01, 2023 - USA, MS, Jackson The Bettering Lives Utilizing Electronic Systems (BLUES) Project: Improving Diabetes Outcomes in Mississippi with Health Information Technology Description This project looked at the ability of EHRs to facilitate patient outcomes tracking, improve provider com…

Experiencing interior environments: new approaches for the immersive display of large-scale point cloud data. | Digital Healthcare Research

digital.ahrq.gov/ahrq-funded-projects/vizhome-context-based-health-information-needs-assessment-strategy/citation/experiencing

January 01, 2023 - Experiencing interior environments: new approaches for the immersive display of large-scale point cloud data. Citation Tredinnick R, Broecker M, Ponto K. Experiencing interior environments: new approaches for the immersive display of large-scale point cloud data. In Höllerer T, Interrante V, Lécuyer…

Enabling health care decisionmaking through clinical decision support and knowledge management. | Digital Healthcare Research

digital.ahrq.gov/ahrq-funded-projects/enabling-health-care-decisionmaking-through-use-health-information-technology/citation/health-care-decisionmaking

January 01, 2023 - Enabling health care decisionmaking through clinical decision support and knowledge management. Citation Lobach D, Sanders GD, Bright TJ, et al. Enabling health care decisionmaking through clinical decision support and knowledge management. Evidence Report No. 203. (Prepared by the Duke Evidence-based…

Creating a place for caregivers in personal health: the iHealthSpace copilot program and diabetes care. | Digital Healthcare Research

digital.ahrq.gov/ahrq-funded-projects/ambulatory-care-compact-organize-risk-and-decisionmaking-accord/citation

January 01, 2023 - Creating a place for caregivers in personal health: the iHealthSpace copilot program and diabetes care. Citation Chung J, Berkowicz DA, Ho B, et al. Creating a place for caregivers in personal health: the iHealthSpace copilot program and diabetes care. J Diabetes Sci Technol 2011 Jan 1; 5(1): 39-46. …

Drug-induced anaphylaxis documented in electronic health records. | Digital Healthcare Research

digital.ahrq.gov/ahrq-funded-projects/encoding-and-processing-patient-allergy-information-ehrs/citation/drug

January 01, 2023 - Drug-induced anaphylaxis documented in electronic health records. Citation Dhopeshwarkar N, Sheikh A, Doan R, Topaz M, Bates DW, Blumenthal KG, Zhou L. Drug-induced anaphylaxis documented in electronic health records. J Allergy Clin Immunol Pract. 2019 Jan;7(1):103-111. doi: 10.1016/j.jaip.2018.06.010…

Knowledge elicitation of homecare admission decision making processes via focus group, member checking and data visualization. | Digital Healthcare Research

digital.ahrq.gov/ahrq-funded-projects/information-needs-homecare-nurses-during-admission-and-care-planning/citation/knowledge

January 01, 2023 - Knowledge elicitation of homecare admission decision making processes via focus group, member checking and data visualization. Citation Yang Y, Bass EJ, Sockolow PS, Bowles KH. Knowledge elicitation of homecare admission decision making processes via focus group, member checking and data visualization…

HIT Support for Safe Nursing Care - Final Report | Digital Healthcare Research

digital.ahrq.gov/ahrq-funded-projects/health-information-technology-support-safe-nursing-care/final-report

January 01, 2023 - HIT Support for Safe Nursing Care - Final Report Citation Keenan G. HIT Support for Safe Nursing Care - Final Report. (Prepared by University of Michigan at Ann Arbor under Grant No. R01 HS015054). Rockville, MD: Agency for Healthcare Research and Quality, 2008. PDF HIT Support for Saf…

USA, IL, Champaign | Digital Healthcare Research

digital.ahrq.gov/location/usa-il-champaign

January 01, 2023 - USA, IL, Champaign A Longitudinal Machine Learning Approach Providing Clinicians Timely Detection to Prevent Military Suicide Description This research will develop and validate a clinician-facing longitudinal risk-prediction tool using self-reported data from US military serv…

A machine learning approach to reclassifying miscellaneous patient safety event reports. | Digital Healthcare Research

digital.ahrq.gov/ahrq-funded-projects/developing-evidence-based-user-centered-design-and-implementation-guidelines/citation/machine

January 01, 2023 - A machine learning approach to reclassifying miscellaneous patient safety event reports. Citation Fong A, Behzad S, Pruitt Z, Ratwani RM. A machine learning approach to reclassifying miscellaneous patient safety event reports. J Patient Saf. 2021 Dec 1;17(8):e829-e833. doi: 10.1097/PTS.000000000000073…

USA, KY, Louisville | Digital Healthcare Research

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January 01, 2023 - USA, KY, Louisville Ambulatory Clinic Exam Room Design With Respect to Computing Devices to Enhance Patient Centeredness Description This project studied the impact of changing the computing layout in a clinical exam room and evaluated its impact on workflow and patient center…

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