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221. Psn-Pdf (pdf file)
     psnet.ahrq.gov/node/61039/psn-pdf
     October 21, 2020 - A machine learning-based clinical decision support system to identify prescriptions with a high risk … A machine learning–based clinical decision support system to identify prescriptions with a high risk … https://psnet.ahrq.gov/issue/machine-learning-based-clinical-decision-support-system-identify- prescriptions-high-risk … Machine learning can improve the accuracy of clinical decision support (CDS) tools.  … The machine- learning based approach was more accurate than existing techniques such as the traditional

222. Psn-Pdf (pdf file)
     psnet.ahrq.gov/node/866819/psn-pdf
     September 25, 2024 - Machine learning to enhance electronic detection of diagnostic errors. … Machine learning to enhance electronic detection of diagnostic errors. … https://psnet.ahrq.gov/issue/machine-learning-enhance-electronic-detection-diagnostic-errors Machine … learning (ML) has the potential to improve diagnosis and reduce adverse events in healthcare.  … https://psnet.ahrq.gov/issue/artificial-intelligence-health-care-benefits-and-challenges-machine-learning-technologies

223. Psn-Pdf (pdf file)
     psnet.ahrq.gov/node/72805/psn-pdf
     March 03, 2021 - When machine learning goes off the rails. A guide to managing the risks. … https://psnet.ahrq.gov/issue/when-machine-learning-goes-rails-guide-managing-risks  This article discusses … how machine learning can create unanticipated risks in the context of health care delivery. … https://psnet.ahrq.gov/issue/when-machine-learning-goes-rails-guide-managing-risks https://psnet.ahrq.gov … /issue/machine-learning-based-clinical-decision-support-system-identify-prescriptions-high-risk https

224. Psn-Pdf (pdf file)
     psnet.ahrq.gov/node/867589/psn-pdf
     January 22, 2025 - A machine learning-based clinical predictive tool to identify patients at high risk of medication errors … A machine learning-based clinical predictive tool to identify patients at high risk of medication errors … https://psnet.ahrq.gov/issue/machine-learning-based-clinical-predictive-tool-identify-patients-high-risk … In this study, a machine learning (ML) tool was developed to identify hospitalized patients at risk … https://psnet.ahrq.gov/issue/machine-learning-based-clinical-predictive-tool-identify-patients-high-risk-medication-errors

225. Psn-Pdf (pdf file)
     psnet.ahrq.gov/node/867519/psn-pdf
     January 15, 2025 - High-risk medication errors: insight from the UK National Reporting and Learning System. … High-risk medication errors: Insight from the UK National Reporting and learning system. … https://psnet.ahrq.gov/issue/high-risk-medication-errors-insight-uk-national-reporting-and-learning-system … In this study, incident reports from the UK's National Reporting and Learning System involving three … https://psnet.ahrq.gov/issue/high-risk-medication-errors-insight-uk-national-reporting-and-learning-system

226. Psn-Pdf (pdf file)
     psnet.ahrq.gov/node/844556/psn-pdf
     February 15, 2023 - Using Machine Learning to Improve Patient Safety in the Home or Remote Setting for Adults. … https://psnet.ahrq.gov/issue/using-machine-learning-improve-patient-safety-home-or-remote-setting-adults … The potential of machine learning to improve care and safety is emerging as its application increases … https://psnet.ahrq.gov/issue/using-machine-learning-improve-patient-safety-home-or-remote-setting-adults … https://psnet.ahrq.gov/issue/machine-learning-medicine https://psnet.ahrq.gov/issue/machine-learning-models-outperform-manual-result-review-identification-wrong-blood-tube

227. Psn-Pdf (pdf file)
     psnet.ahrq.gov/node/50940/psn-pdf
     February 26, 2020 - The effect of smartphone-based application learning on the nursing students' performance in preventing … The effect of smartphone-based application learning on the nursing students' performance in preventing … https://psnet.ahrq.gov/issue/effect-smartphone-based-application-learning-nursing-students-performance … preventing This single site study examined the effect of a smartphone messenger app on nursing students’ learning … Researchers concluded that such a tool can reduce medication errors and increase learning among nursing

228. Accelerating what works: using qualitative research methods in developing a change package for a learning collaborative. | PSNet
     psnet.ahrq.gov/issue/accelerating-what-works-using-qualitative-research-methods-developing-change-package-learning
     November 25, 2009 - Accelerating what works: using qualitative research methods in developing a change package for a learning … Accelerating what works: using qualitative research methods in developing a change package for a learning … Accelerating what works: using qualitative research methods in developing a change package for a learning … April 4, 2018 Enabling a learning healthcare system with automated computer protocols … January 8, 2020 An organizational learning framework for patient safety.

229. Engineering a Learning Healthcare System: A Look at the Future: Workshop Summary. | PSNet
     psnet.ahrq.gov/issue/engineering-learning-healthcare-system-look-future-workshop-summary
     June 15, 2011 - Book/Report Engineering a Learning Healthcare System: A Look at the Future: Workshop … Citation Text: Engineering a Learning Healthcare System: A Look at the Future: Workshop Summary. … June 15, 2011 Best Care at Lower Cost: The Path to Continuously Learning Health Care … October 24, 2018 An organizational learning framework for patient safety. … October 6, 2011 Teaching but not learning: how medical residency programs handle errors

230. Psn-Pdf (pdf file)
     psnet.ahrq.gov/node/845298/psn-pdf
     March 01, 2023 - The quality of 'Learning from Deaths' reporting in quality accounts within the NHS in England 2017-2020 … The quality of ‘Learning from Deaths’ reporting in quality accounts within the NHS in England 2017–2020 … https://psnet.ahrq.gov/issue/national-statutory-reporting-not-even-ticking-boxes-quality-learning-deaths … help improve patient safety beyond the original impacted facility, but low-quality reports can hinder learning … study describes the quality of reports submitted during the first three years of England’s mandatory Learning

231. Psn-Pdf (pdf file)
     psnet.ahrq.gov/node/866164/psn-pdf
     June 19, 2024 - What is the effectiveness of reporting systems in promoting learning in healthcare? … What is the effectiveness of reporting systems in promoting learning in healthcare? … https://psnet.ahrq.gov/issue/what-effectiveness-reporting-systems-promoting-learning-healthcare Organizational … This article highlights the strengths of reporting and learning systems (e.g., the opportunity to learn … https://psnet.ahrq.gov/issue/what-effectiveness-reporting-systems-promoting-learning-healthcare https

232. Psn-Pdf (pdf file)
     psnet.ahrq.gov/node/46784/psn-pdf
     January 11, 2023 - Patient Safety Learning Laboratories: Advancing Patient Safety through Design, Systems Engineering, … https://psnet.ahrq.gov/issue/patient-safety-learning-laboratories-advancing-patient-safety-through-design … - systems This funding opportunity will support collaborative learning strategies that enable individuals … This learning laboratory funding builds on prior initiatives to further improvements in patient safety … https://psnet.ahrq.gov/issue/patient-safety-learning-laboratories-advancing-patient-safety-through-design-systems

233. Psn-Pdf (pdf file)
     psnet.ahrq.gov/node/74078/psn-pdf
     November 17, 2021 - Safety learning among young newly employed workers in three sectors: a challenge to the assumed order … Safety learning among young newly employed workers in three sectors: a challenge to the assumed order … https://psnet.ahrq.gov/issue/safety-learning-among-young-newly-employed-workers-three-sectors- challenge-assumed-order … This study explores new employees’ safety learning in three sectors, including care of older adults. … Organizational and informal safety training and learning are discussed.

234. Psn-Pdf (pdf file)
     psnet.ahrq.gov/node/60227/psn-pdf
     April 15, 2020 - The next step in learning from sentinel events in healthcare. … The next step in learning from sentinel events in healthcare. … https://psnet.ahrq.gov/issue/next-step-learning-sentinel-events-healthcare To support the development … evaluated how SEs are handled and leveraged for learning across eight academic hospitals. … /becoming-high-reliability-organization-through-shared-learning-safety-events

235. Psn-Pdf (pdf file)
     psnet.ahrq.gov/node/838930/psn-pdf
     October 26, 2022 - Artificial Intelligence in Health Care: Benefits and Challenges of Machine Learning Technologies for … https://psnet.ahrq.gov/issue/artificial-intelligence-health-care-benefits-and-challenges-machine-learning … - technologies Machine learning is a subset of artificial intelligence that has potential to improve … This report examines the value of existing machine learning diagnostic technologies and discusses concerns … https://psnet.ahrq.gov/issue/artificial-intelligence-health-care-benefits-and-challenges-machine-learning-technologies

236. Psn-Pdf (pdf file)
     psnet.ahrq.gov/node/837962/psn-pdf
     August 31, 2022 - Positive approaches to safety: learning from what we do well. … Positive approaches to safety: learning from what we do well. … https://psnet.ahrq.gov/issue/positive-approaches-safety-learning-what-we-do-well Safety-I focuses on … https://psnet.ahrq.gov/issue/positive-approaches-safety-learning-what-we-do-well https://psnet.ahrq.gov … https://psnet.ahrq.gov/issue/learning-excellence-healthcare-new-approach-incident-reporting https://

237. Development of a measure of patient safety event learning responses. | PSNet
     psnet.ahrq.gov/issue/development-measure-patient-safety-event-learning-responses
     June 28, 2010 - Study Development of a measure of patient safety event learning responses. … Development of a measure of patient safety event learning responses. … Development of a measure of patient safety event learning responses. … development of a multilevel model of learning and propositions. … June 28, 2010 Learning mechanisms to limit medication administration errors.

238. Bad stars or guiding lights? Learning from disasters to improve patient safety. | PSNet
     psnet.ahrq.gov/issue/bad-stars-or-guiding-lights-learning-disasters-improve-patient-safety
     June 08, 2011 - Learning from disasters to improve patient safety. … Learning from disasters to improve patient safety. … Learning from disasters to improve patient safety. … February 13, 2013 The Gift of Failure: New Approaches to Analyzing and Learning from … July 31, 2012 Learning from disasters to improve patient safety: applying the generic

239. Learning from near misses: from quick fixes to closing off the Swiss-cheese holes. | PSNet
     psnet.ahrq.gov/issue/learning-near-misses-quick-fixes-closing-swiss-cheese-holes
     April 11, 2012 - Study Learning from near misses: from quick fixes to closing off the Swiss-cheese … Learning from near misses: from quick fixes to closing off the Swiss-cheese holes. … Learning from near misses: from quick fixes to closing off the Swiss-cheese holes. … April 19, 2023 On the ball: leadership for patient safety and learning in critical care … July 2, 2014 Early warnings, weak signals and learning from healthcare disasters.

240. Psn-Pdf (pdf file)
     psnet.ahrq.gov/node/836822/psn-pdf
     March 30, 2022 - Leveraging a safety event management system to improve organizational learning and safety culture. … Leveraging a safety event management system to improve organizational learning and safety culture. … https://psnet.ahrq.gov/issue/leveraging-safety-event-management-system-improve-organizational-learning … reporting remains underutilized in many clinical settings despite its importance for organizational learning … https://psnet.ahrq.gov/issue/leveraging-safety-event-management-system-improve-organizational-learning-and-safety-culture