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201. National Report of Findings 2016: Issue Brief No. 2: Patient Safety. | PSNet
     psnet.ahrq.gov/issue/national-report-findings-2016-issue-brief-no-2-patient-safety
     November 18, 2020 - Clinical Learning Environment Review. … Facebook Twitter Linkedin Copy URL December 14, 2016 Clinical Learning … Clinical Learning Environment Review. … April 18, 2018 Clinical Learning Environment Review (CLER) Program. … The Learning and Working Environment (Duty Hours).

202. 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 - Using Machine Learning for Military Service Members and Veterans at Risk for Suicide Theme: … Optimizing Care Delivery for Clinicians Subtheme: Leveraging Machine Learning to Assess … Xiaotian Gao, a statistician with a background in machine learning and health data analysis, are collaborating … Using machine learning for risk assessment The researchers for this study are developing a personalized … Machine Learning to Improve Patient Triage in the Emergency Department

203. How Patient Narratives Can Support Your Patient Experience Strategy (Webcast) - Grob (pdf file)
     www.ahrq.gov/sites/default/files/wysiwyg/cahps/news-and-events/events/webinars/03-pt-narratives-support-px-strategy-grob.pdf
     June 02, 2025 - How Patient Narratives Enable Improvement: A Narrative About Narratives Rachel Grob, PhD 13 Learning … Deepen understanding of and relationships with patients • Suggest solutions • Promote deeper group learning … How Patient Narratives Enable Improvement: Conceptual Model Derived from Middle Managers Learning Phase … Learning from patient narratives Facilitate agenda planning and execution Deepen operational … Focus staff attention on positive practices and improvement opportunities Promote deeper group learning

204. A Longitudinal Machine Learning Approach Providing Clinicians Timely Detection to Prevent Military Suicide | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/longitudinal-machine-learning-approach-providing-clinicians-timely-detection
     September 30, 2023 - A Longitudinal Machine Learning Approach Providing Clinicians Timely Detection to Prevent Military Suicide … 30/2023 - 09/29/2025 Technology Artificial Intelligence Data Visualization Machine Learning … Using Machine Learning for Military Service Members and Veterans at Risk for Suicide Theme: … Optimizing Care Delivery for Clinicians Subtheme: Leveraging Machine Learning to Assess … Machine Learning to Improve Patient Triage in the Emergency Department

205. Creating a learning health system for improving diagnostic safety: pragmatic insights from US health care organizations. | PSNet
     psnet.ahrq.gov/issue/creating-learning-health-system-improving-diagnostic-safety-pragmatic-insights-us-health-care
     May 12, 2021 - Study Creating a learning health system for improving diagnostic safety: pragmatic … Creating a learning health system for improving diagnostic safety: pragmatic insights from US health … Creating a learning health system for improving diagnostic safety: pragmatic insights from US health … on Safety Interview In Conversation with Lucy Savitz about Learning … January 8, 2020 A learning health care system using computer-aided diagnosis.

206. PSNet Curated Library (pdf file)
     psnet.ahrq.gov/print/pdf/node/865308
     January 01, 2024 - the Organisational Learning in... … Learning from safety incidents in high reliability organizations: a systematic review of learning tools … /issue/learning-safety-incidents-high-reliability-organizations-systematic-review-learning-tools https … the Organisational Learning in... … learning.

207. Expediting Clinician Adoption of Safety Practices: The UCSF Venous Access Patient Safety Interdisciplinary Education Project (pdf file)
     www.ahrq.gov/sites/default/files/wysiwyg/professionals/quality-patient-safety/patient-safety-resources/resources/advances-in-patient-safety/vol4/Donaldson.pdf
     January 01, 2003 - objectives and learning plans. … appropriate learning strategies, and (5) evaluating learning outcomes.”43 Though self-directed learning … directed learning. … Multiple learning style inventories have been used in the literature to discuss learning styles. … Experiential learning: experience as the source of learning and development.

208. Final Progress Report: Pursuing Perfection in Pediatric Therapeutics (pdf file)
     www.ahrq.gov/sites/default/files/2024-01/lannon2-report.pdf
     January 01, 2024 - The Learning Networks Program of the James M. … child health through an emphasis on quality, safety, and learning networks. … The Learning Network Program has operationalized the National Academy of Medicine’s concept of the Learning … with expert feedback and coaching along the way as well as a cross-network learning. … The Learning Networks Program at the James M.

209. Methods Research Report: Testing a Machine Learning Tool for Facilitating Living Systematic Reviews of Chronic Pain Treatments (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/pdf/methods-report-testing-machine-learning-tool-chronic-pain.pdf
     November 01, 2020 - Methods Research Report: Testing a Machine Learning Tool for Facilitating Living Systematic Reviews of … Chronic Pain Treatments Methods Research Report Testing a Machine Learning … learning classifiers using citations from previous reports. … Stage 3: Test Machine Learning Classifier on Monthly Update Searches The three machine learning models … Machine Learning: ECML-98; 1998 1998//; Berlin, Heidelberg.

210. Psn-Pdf (pdf file)
     psnet.ahrq.gov/node/867082/psn-pdf
     November 06, 2024 - Learning in radiation oncology: 12-month experience with a new incident learning system. … Learning in radiation oncology: 12?month experience with a new incident learning system. … https://psnet.ahrq.gov/issue/learning-radiation-oncology-12-month-experience-new-incident-learning- … learning to prevent future harm. … https://psnet.ahrq.gov/issue/learning-radiation-oncology-12-month-experience-new-incident-learning-system

211. Psn-Pdf (pdf file)
     psnet.ahrq.gov/node/867692/psn-pdf
     March 05, 2025 - Why is learning from patient safety incidents (still) so hard? … Why is learning from patient safety incidents (still) so hard? … and organizational learning. … https://psnet.ahrq.gov/issue/why-learning-patient-safety-incidents-still-so-hard-sociocultural-perspective-learning … https://psnet.ahrq.gov/issue/why-learning-patient-safety-incidents-still-so-hard-sociocultural-perspective-learning

212. Emotional and Organizational Support for Staff series | Agency for Healthcare Research and Quality
     www.ahrq.gov/nursing-home/learning-modules/support.html
     December 01, 2022 - Emotional and Organizational Support for Staff series This series of three learning modules features

213. Psn-Pdf (pdf file)
     psnet.ahrq.gov/node/867655/psn-pdf
     February 26, 2025 - Learning Health Systems for Patient Safety. PSNet [internet]. 2025. … Learning systems focus on fostering continuous learning across healthcare organizations and facilitating … Shared learning and improvements in patient safety happen when learning health systems with a strong … The role of a learning health system is to foster this analysis and shared learning. … Health technology, quality and safety in a learning health system.

214. Psn-Pdf (pdf file)
     psnet.ahrq.gov/node/866557/psn-pdf
     August 21, 2024 - Minimization of occurrence of retained surgical items using machine learning and deep learning techniques … Minimization of occurrence of retained surgical items using machine learning and deep learning techniques … This review examined the use of machine learning (ML) and deep learning (DL) tools to support RSI prevention … https://psnet.ahrq.gov/issue/minimization-occurrence-retained-surgical-items-using-machine-learning-and-deep-learning … https://psnet.ahrq.gov/issue/minimization-occurrence-retained-surgical-items-using-machine-learning-and-deep-learning

215. The importance of failing forward. All of us will fail and make mistakes, but how can they benefit us and our organizations? | PSNet
     psnet.ahrq.gov/issue/importance-failing-forward-all-us-will-fail-and-make-mistakes-how-can-they-benefit-us-and-our
     July 27, 2016 - This newsletter piece discusses how hospital executives can promote learning from mistakes  in their … Learning from other organizations' safety errors. … January 10, 2011 Effects of learning climate and registered nurse staffing on medication … December 17, 2009 Active learning: when is more better? … October 14, 2009 The competitive imperative of learning.

216. Module Menus | Agency for Healthcare Research and Quality
     www.ahrq.gov/ncepcr/tools/transform-qi/deliver-facilitation/modules/menus.html
     February 01, 2022 - in Work Introduction to AHRQ Practice Facilitation Training Modules Menu In this module (learning … Starting with a Practice Module Menu In this module (learning objectives) Introduction First … Learning about the practice: Determine the practice's current priorities. … Learning about measure specifications. Finding standardized measures. … Conclusion      Joy in Work Menu In this module (learning objectives) Learning about joy in

217. Psn-Pdf (pdf file)
     psnet.ahrq.gov/node/865927/psn-pdf
     May 22, 2024 - Organizational learning starting points and presuppositions: a case study from a hospital’s surgical … Organizational learning starting points and presuppositions: a case study from a hospital’s surgical … https://psnet.ahrq.gov/issue/organizational-learning-starting-points-and-presuppositions-case-study- … specific problem) and organizational learning encompassed more formal and intentional practices. … https://psnet.ahrq.gov/curated-library/organizational-learning https://psnet.ahrq.gov/issue/organizational-learning-framework-patient-safety

218. Psn-Pdf (pdf file)
     psnet.ahrq.gov/node/866080/psn-pdf
     June 05, 2024 - Giving up learning from failures? … Giving up learning from failures? … https://psnet.ahrq.gov/issue/giving-learning-failures-examination-learning-ones-own-failures-context-heart … https://psnet.ahrq.gov/issue/giving-learning-failures-examination-learning-ones-own-failures-context-heart-surgeons … https://psnet.ahrq.gov/issue/giving-learning-failures-examination-learning-ones-own-failures-context-heart-surgeons

219. Radiology errors: are we learning from our mistakes? | PSNet
     psnet.ahrq.gov/issue/radiology-errors-are-we-learning-our-mistakes
     May 26, 2011 - Study Radiology errors: are we learning from our mistakes? … Radiology errors: are we learning from our mistakes? … Radiology errors: are we learning from our mistakes? … August 17, 2022 Learning from morbidity and mortality conferences: focus and sustainability … April 28, 2021 Does learning from mistakes have to be painful?

220. Psn-Pdf (pdf file)
     psnet.ahrq.gov/node/866438/psn-pdf
     August 07, 2024 - Using machine learning or deep learning models in a hospital setting to detect inappropriate prescriptions … Using machine learning or deep learning models in a hospital setting to detect inappropriate prescriptions … https://psnet.ahrq.gov/issue/using-machine-learning-or-deep-learning-models-hospital-setting-detect- … https://psnet.ahrq.gov/issue/using-machine-learning-or-deep-learning-models-hospital-setting-detect-inappropriate … https://psnet.ahrq.gov/issue/using-machine-learning-or-deep-learning-models-hospital-setting-detect-inappropriate