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181. Psn-Pdf (pdf file)
     psnet.ahrq.gov/node/836860/psn-pdf
     April 06, 2022 - Learning environments, reliability enhancing work practices, employee engagement, and safety climate … Learning environments, reliability enhancing work practices, employee engagement, and safety climate … Ideal clinical learning environments (CLE) support employee engagement, satisfaction, and a culture … The Learning Environment and High Reliability Practices Survey (LEHR) was used to determine the association … Learning environments with higher average LEHR scores were associated with higher employee engagement

182. Psn-Pdf (pdf file)
     psnet.ahrq.gov/node/837665/psn-pdf
     July 13, 2022 - Evaluating a patient safety learning laboratory to create an interdisciplinary ecosystem for health … Evaluating a patient safety learning laboratory to create an interdisciplinary ecosystem for health … https://psnet.ahrq.gov/issue/evaluating-patient-safety-learning-laboratory-create-interdisciplinary- … This study reports on how a learning ecosystem supported the success of three distinct PSLLs. … https://psnet.ahrq.gov/issue/overview-patient-safety-learning-laboratory-projects https://psnet.ahrq.gov

183. Psn-Pdf (pdf file)
     psnet.ahrq.gov/node/48187/psn-pdf
     August 21, 2019 - How medical error shapes physicians' perceptions of learning: an exploratory study. … How Medical Error Shapes Physicians' Perceptions of Learning: An Exploratory Study. … experience after an error affect their perceptions of learning. … Both cultural and individual factors facilitated and deterred learning from these experiences. … can facilitate learning from mistakes.

184. Psn-Pdf (pdf file)
     psnet.ahrq.gov/node/836748/psn-pdf
     March 16, 2022 - Analysis of the interprofessional clinical learning environment for quality improvement and patient … Analysis of the interprofessional clinical learning environment for quality improvement and patient … https://psnet.ahrq.gov/issue/analysis-interprofessional-clinical-learning-environment-quality-improvement … Benefits (e.g., learning about other professions), facilitators, and barriers to resident involvement … and a positive clinical learning environment were identified.

185. Psn-Pdf (pdf file)
     psnet.ahrq.gov/node/48182/psn-pdf
     August 21, 2019 - Organizational learning in hospitals: a realist review. … Organizational learning in hospitals: A realist review. … that affect it, how such learning occurs, and improvements implemented as a result. … https://psnet.ahrq.gov/issue/organizational-learning-hospitals-realist-review https://psnet.ahrq.gov/ … /issue/water-cooler-learning-knowledge-sharing-clinical-backstage-and-its-contribution-patient

186. Psn-Pdf (pdf file)
     psnet.ahrq.gov/node/764404/psn-pdf
     March 02, 2022 - Systemic safety inequities for people with learning disabilities: a qualitative integrative analysis … of the experiences of English health and social care for people with learning disabilities, their … Systemic safety inequities for people with learning disabilities: a qualitative integrative analysis … of the experiences of English health and social care for people with learning disabilities, their families … - analysis Patients with learning disabilities encounter unique patient safety threats.

187. Psn-Pdf (pdf file)
     psnet.ahrq.gov/node/860386/psn-pdf
     January 10, 2024 - Conceptualising learning from resilient performance: a scoping literature review. … Conceptualising learning from resilient performance: a scoping literature review. … A cornerstone of resilience engineering is organizational learning. … This scoping review summarizes how learning is discussed in current research. … Descriptions include knowing what has happened; learning from the factual; learning from experience;

188. Psn-Pdf (pdf file)
     psnet.ahrq.gov/node/73658/psn-pdf
     September 01, 2021 - Predicting self-intercepted medication ordering errors using machine learning. … Predicting self-intercepted medication ordering errors using machine learning. … https://psnet.ahrq.gov/issue/predicting-self-intercepted-medication-ordering-errors-using-machine-learning … https://psnet.ahrq.gov/issue/learning-errors-analysis-medication-order-voiding-cpoe-systems https:// … psnet.ahrq.gov/issue/machine-learning-medicine https://psnet.ahrq.gov/issue/machine-learning-based-clinical-decision-support-system-identify-prescriptions-high-risk

189. Psn-Pdf (pdf file)
     psnet.ahrq.gov/node/866278/psn-pdf
     July 10, 2024 - Automating detection of diagnostic error of infectious diseases using machine learning. … Automating detection of diagnostic error of infectious diseases using machine learning. … https://psnet.ahrq.gov/issue/automating-detection-diagnostic-error-infectious-diseases-using-machine- learning … Developing machine learning (ML) models to detect real time adverse events requires careful validation … https://psnet.ahrq.gov/issue/automating-detection-diagnostic-error-infectious-diseases-using-machine-learning

190. A Patient-Safe Future. | PSNet
     psnet.ahrq.gov/issue/patient-safe-future
     March 04, 2010 - Patient Safety Learning: London, UK; September 2018. … Facebook Twitter Linkedin Copy URL November 14, 2018 Patient Safety Learning … existing challenges and strategies to drive system improvement, including leadership engagement, shared learning … Patient Safety Learning: London, UK; September 2018. … April 6, 2016 National Reporting and Learning System Research and Development.

191. Psn-Pdf (pdf file)
     psnet.ahrq.gov/node/74116/psn-pdf
     November 24, 2021 - NCICLE Pathways to Excellence: Expectations for an Optimal Clinical Learning Environment to Achieve … November 24, 2021 Chicago, IL: National Collaborative for Improving the Clinical Learning Environment … This report discusses characteristics of an environment that nurtures learning across disciplines in … https://psnet.ahrq.gov/issue/best-care-lower-cost-path-continuously-learning-health-care-america https … ://psnet.ahrq.gov/issue/clinical-learning-environment-review-cler-program https://psnet.ahrq.gov/issue

192. Psn-Pdf (pdf file)
     psnet.ahrq.gov/node/60872/psn-pdf
     September 02, 2020 - How incident reporting systems can stimulate social and participative learning: a mixed-methods study … How incident reporting systems can stimulate social and participative learning: a mixed-methods study … https://psnet.ahrq.gov/issue/how-incident-reporting-systems-can-stimulate-social-and-participative-learning … this study evaluated how incident reporting systems in the Netherlands contribute to organizational learning … ; (4) local learning, and; (5) recommendations that improve care quality and safety.

193. Psn-Pdf (pdf file)
     psnet.ahrq.gov/node/48003/psn-pdf
     June 26, 2019 - Comparison of the accuracy of human readers versus machine-learning algorithms for pigmented skin lesion … Comparison of the accuracy of human readers versus machine- learning algorithms for pigmented skin lesion … Machine learning may have the potential to improve clinical decision-making and diagnosis. … In this study, machine-learning algorithms generally performed better than human experts in accurately … https://psnet.ahrq.gov/issue/machine-learning-medicine https://psnet.ahrq.gov/issue/predicting-future-big-data-machine-learning-and-clinical-medicine

194. Psn-Pdf (pdf file)
     psnet.ahrq.gov/node/73630/psn-pdf
     August 25, 2021 - Towards safer healthcare: qualitative insights from a process view of organisational learning from failure … Towards safer healthcare: qualitative insights from a process view of organisational learning from failure … in high- and low-performing hospitals to better understand the barriers to effective organizational learning … Findings from these interviews suggest that the primary barriers to active learning stem from social … https://psnet.ahrq.gov/issue/blaming-learning-re-framing-organisational-learning-adverse-incidents https

195. Psn-Pdf (pdf file)
     psnet.ahrq.gov/node/865348/psn-pdf
     January 01, 2023 - Learning Health Systems January 1, 2023 Agency for Health Research and Quality. … https://psnet.ahrq.gov/issue/learning-health-systems The learning health system model centers on the … website shares projects, articles, and implementation examples to enhance adoption of the organizational learning … https://psnet.ahrq.gov/issue/learning-health-systems https://psnet.ahrq.gov/issue/organizational-learning-health-care-leaders-need-design-structures-and-processes-enhance … https://psnet.ahrq.gov/issue/organizational-learning-framework-patient-safety

196. Psn-Pdf (pdf file)
     psnet.ahrq.gov/node/851061/psn-pdf
     June 28, 2023 - Learning from experience: a qualitative study of surgeons' perspectives on reporting and dealing with … Learning from experience: a qualitative study of surgeons’ perspectives on reporting and dealing with … https://psnet.ahrq.gov/issue/learning-experience-qualitative-study-surgeons-perspectives-reporting-and … - dealing-serious Reporting and learning from adverse events are core components of patient safety. … /prevention-better-cure-learning-adverse-events-healthcare

197. Psn-Pdf (pdf file)
     psnet.ahrq.gov/node/72856/psn-pdf
     March 17, 2021 - The fusion of incident learning and failure mode and effects analysis for data-driven patient safety … The fusion of incident learning and failure mode and effects analysis for data-driven patient safety … https://psnet.ahrq.gov/issue/fusion-incident-learning-and-failure-mode-and-effects-analysis-data-driven … - patient-safety Assessing risk and learning from adverse events are core components of patient safety … https://psnet.ahrq.gov/issue/radiation-oncology-incident-learning-system https://psnet.ahrq.gov/issue

198. Psn-Pdf (pdf file)
     psnet.ahrq.gov/node/73444/psn-pdf
     June 30, 2021 - Exploring patient safety outcomes for people with learning disabilities in acute hospital settings: … Exploring patient safety outcomes for people with learning disabilities in acute hospital settings: … https://psnet.ahrq.gov/issue/exploring-patient-safety-outcomes-people-learning-disabilities-acute-hospital … - settings Prior research found that patients with learning disabilities (e.g., autism, attention deficit … Findings suggest that individuals with learning disabilities experience poorer patient outcomes but

199. Psn-Pdf (pdf file)
     psnet.ahrq.gov/node/33884/psn-pdf
     July 01, 2019 - As learning systems, machine learning systems are fallible, just as human decision makers are, and they … learning should be part of the standard design of machine learning experiments. … Deep learning for health informatics. IEEE J Biomed Health Inform. 2017;21:4-21. … Calibration drift in regression and machine learning models for acute kidney injury. … Clinically applicable deep learning for diagnosis and referral in retinal disease.

200. Psn-Pdf (pdf file)
     psnet.ahrq.gov/node/866195/psn-pdf
     June 26, 2024 - https://psnet.ahrq.gov/issue/exaggerated-benefits-failure Failure can be considered a learning opportunity … This article describes seven studies concerning people’s estimates of learning from previous failures … https://psnet.ahrq.gov/issue/exaggerated-benefits-failure https://psnet.ahrq.gov/issue/strategies-learning-failure … https://psnet.ahrq.gov/issue/using-trainee-failures-enhance-learning-qualitative-study-pediatric-hospitalists-allowing … https://psnet.ahrq.gov/issue/giving-learning-failures-examination-learning-ones-own-failures-context-heart-surgeons