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101. Association of clinician diagnostic performance with machine learning–based decision support systems: a systematic review. | PSNet
     psnet.ahrq.gov/issue/association-clinician-diagnostic-performance-machine-learning-based-decision-support-systems
     June 22, 2022 - Emerging Classic Association of clinician diagnostic performance with machine learning–based … Association of clinician diagnostic performance with machine learning–based decision support systems: … This study explored the role of machine-learning based clinical decision support (CDS) algorithms … This systematic review of 37 studies found limited evidence that the use of machine learning-based CDS … Association of clinician diagnostic performance with machine learning–based decision support systems:

102. The value of learning from near misses to improve patient safety: a scoping review. | PSNet
     psnet.ahrq.gov/issue/value-learning-near-misses-improve-patient-safety-scoping-review
     April 27, 2022 - Review The value of learning from near misses to improve patient safety: a scoping … The value of learning from near misses to improve patient safety: a scoping review. … Reporting and learning from adverse events is a core patient safety activity. … Findings from this scoping review indicate limited evidence demonstrating that reporting and learning … The value of learning from near misses to improve patient safety: a scoping review.

103. Understanding the roles of three academic communities in a prospective learning health ecosystem for diagnostic excellence. | PSNet
     psnet.ahrq.gov/issue/understanding-roles-three-academic-communities-prospective-learning-health-ecosystem
     October 19, 2022 - Study Understanding the roles of three academic communities in a prospective learning … Understanding the roles of three academic communities in a prospective learning health ecosystem for … The authors interviewed 32 individuals with expertise in learning health systems to explore how such … The authors discuss how machine learning and artificial intelligence can be leveraged to advance diagnostic … Understanding the roles of three academic communities in a prospective learning health ecosystem for

104. A machine learning-based clinical decision support system to identify prescriptions with a high risk of medication error. | PSNet
     psnet.ahrq.gov/issue/machine-learning-based-clinical-decision-support-system-identify-prescriptions-high-risk
     May 20, 2020 - Study Emerging Classic A machine learning-based clinical … A machine learning–based clinical decision support system to identify prescriptions with a 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 … A machine learning–based clinical decision support system to identify prescriptions with a high risk

105. Learning environments, reliability enhancing work practices, employee engagement, and safety climate in VA cardiac catheterization laboratories. | PSNet
     psnet.ahrq.gov/issue/learning-environments-reliability-enhancing-work-practices-employee-engagement-and-safety
     August 12, 2020 - Study Learning environments, reliability enhancing work practices, employee engagement … Learning environments, reliability enhancing work practices, employee engagement, and safety climate … Ideal clinical learning environments (CLE) support employee engagement, satisfaction, and a culture … Learning environments, reliability enhancing work practices, employee engagement, and safety climate … June 24, 2020 Incident learning in radiation oncology: a review.

106. Errors in medicine: punishment versus learning medical adverse events revisited - expanding the frame. | PSNet
     psnet.ahrq.gov/issue/errors-medicine-punishment-versus-learning-medical-adverse-events-revisited-expanding-frame
     August 24, 2022 - Review Errors in medicine: punishment versus learning medical adverse events revisited … Errors in medicine: punishment versus learning medical adverse events revisited – expanding the frame … apple" paradigm to a proactive just culture , where errors and near misses serve as organizational learning … Errors in medicine: punishment versus learning medical adverse events revisited – expanding the frame … June 21, 2023 Learning from errors and resilience.

107. Are the World Health Organization's patient safety learning objectives still up-to-date: a group concept mapping study. | PSNet
     psnet.ahrq.gov/issue/are-world-health-organizations-patient-safety-learning-objectives-still-date-group-concept
     February 16, 2022 - Study Are the World Health Organization's patient safety learning objectives still … Are the World Health Organization's patient safety learning objectives still up-to-date: a group concept … This article describes learning objectives on patient safety generated by experts on patient safety and … These learning objectives showed high correspondence with the WHO Patient Safety Curriculum Guide’s … learning objectives.

108. Measurement and Monitoring of Safety Framework: a qualitative study of implementation through a Canadian learning collaborative. | PSNet
     psnet.ahrq.gov/issue/measurement-and-monitoring-safety-framework-qualitative-study-implementation-through-canadian
     January 24, 2024 - Measurement and Monitoring of Safety Framework: a qualitative study of implementation through a Canadian learning … Measurement and Monitoring of Safety Framework: a qualitative study of implementation through a Canadian learning … Learning collaboratives within the Canadian Patient Safety Institute are working to implement the … April 22, 2011 Learning from near misses: from quick fixes to closing off the Swiss-cheese … March 24, 2012 On the ball: leadership for patient safety and learning in critical care

109. Patient safety: where to aim when zero harm is not the target-a case for learning and resilience. | PSNet
     psnet.ahrq.gov/issue/patient-safety-where-aim-when-zero-harm-not-target-case-learning-and-resilience
     February 01, 2023 - Commentary Patient safety: where to aim when zero harm is not the target-a case for learning … Patient safety: where to aim when zero harm is not the target-a case for learning and resilience. … the unintended consequences of “ zero harm ” goals and provide an alternative approach emphasizing learning … Patient safety: where to aim when zero harm is not the target-a case for learning and resilience. … October 26, 2022 Positive approaches to safety: learning from what we do well.

110. The Role of Clinical Learning Environments in Preparing New Clinicians to Engage in Patient Safety. | PSNet
     psnet.ahrq.gov/issue/role-clinical-learning-environments-preparing-new-clinicians-engage-patient-safety
     November 18, 2020 - Book/Report The Role of Clinical Learning Environments in Preparing New Clinicians … Citation Text: The Role of Clinical Learning Environments in Preparing New Clinicians to Engage in … Disch J, Kilo CM, Passiment M, Wagner R, Weiss KB; National Collaborative for Improving the Clinical Learning … Disch J, Kilo CM, Passiment M, Wagner R, Weiss KB; National Collaborative for Improving the Clinical Learning … Incorporating patient safety in education and learning environments can augment physician engagement

111. Health technology, quality and safety in a learning health system. | PSNet
     psnet.ahrq.gov/issue/health-technology-quality-and-safety-learning-health-system
     February 09, 2022 - Commentary Health technology, quality and safety in a learning health system. … Health technology, quality and safety in a learning health system. … This commentary describes how learning health systems can improve the safety of new technologies, such … Health technology, quality and safety in a learning health system. … July 7, 2021 Learning from patient safety incidents involving acutely sick adults in

112. Machine learning in medication prescription: a systematic review. | PSNet
     psnet.ahrq.gov/issue/machine-learning-medication-prescription-systematic-review
     October 16, 2013 - Study Machine learning in medication prescription: a systematic review. … Machine learning in medication prescription: a systematic review. … This review sought to evaluate existing machine learning algorithms for medication dosing to determine … Machine learning in medication prescription: a systematic review. … January 22, 2016 Indicators for implementation outcome monitoring of reporting and learning

113. Interactions between the context of a health-care organisation and failure: the situational impact of failure on organisational learning. | PSNet
     psnet.ahrq.gov/issue/interactions-between-context-health-care-organisation-and-failure-situational-impact-failure
     May 17, 2012 - This review includes 49 studies that describe post-failure learning or non-learning behavior within healthcare … January 10, 2024 Learning from errors and resilience. … review of learning tools that could be adapted and used in healthcare. … March 18, 2020 Organizational learning in hospitals: a realist review. … June 19, 2019 Incident learning in radiation oncology: a review.

114. Safe opioid prescribing: a prognostic machine learning approach to predicting 30-day risk after an opioid dispensation in Alberta, Canada. | PSNet
     psnet.ahrq.gov/issue/safe-opioid-prescribing-prognostic-machine-learning-approach-predicting-30-day-risk-after
     July 22, 2020 - Study Safe opioid prescribing: a prognostic machine learning approach to predicting … Safe opioid prescribing: a prognostic machine learning approach to predicting 30-day risk after an opioid … Alberta, Canada, who received an opioid prescription from 2017-2018, the authors developed machine learning … Safe opioid prescribing: a prognostic machine learning approach to predicting 30-day risk after an opioid … December 8, 2021 A machine learning approach to reclassifying miscellaneous patient safety

115. Learning from incident reporting? Analysis of incidents resulting in patient injuries in a web-based system in Swedish health care. | PSNet
     psnet.ahrq.gov/issue/learning-incident-reporting-analysis-incidents-resulting-patient-injuries-web-based-system
     August 04, 2021 - Study Learning from incident reporting? … Learning from incident reporting? … based on these reports was primarily used at the department level and did not lead to organizational learning … Learning from incident reporting? … review of learning tools that could be adapted and used in healthcare.

116. NCICLE Pathways to Excellence: Expectations for an Optimal Clinical Learning Environment to Achieve Safe and High-Quality Patient Care, 2021. | PSNet
     psnet.ahrq.gov/issue/ncicle-pathways-excellence-expectations-optimal-clinical-learning-environment-achieve-safe
     October 18, 2017 - Book/Report NCICLE Pathways to Excellence: Expectations for an Optimal Clinical Learning … Citation Text: NCICLE Pathways to Excellence: Expectations for an Optimal Clinical Learning Environment … Chicago, IL: National Collaborative for Improving the Clinical Learning Environment; 2021. … This report discusses characteristics of an environment that nurtures learning across disciplines in … Chicago, IL: National Collaborative for Improving the Clinical Learning Environment; 2021.

117. Quality improvement for patient safety: project-level versus program-level learning. | PSNet
     psnet.ahrq.gov/issue/quality-improvement-patient-safety-project-level-versus-program-level-learning
     April 01, 2010 - Quality improvement for patient safety: project-level versus program-level learning. … Quality improvement for patient safety: project-level versus program-level learning. … Learning from other organizations' safety errors. … December 17, 2009 Active learning: when is more better? … October 14, 2009 The competitive imperative of learning.

118. Analysis of the interprofessional clinical learning environment for quality improvement and patient safety from perspectives of interprofessional teams. | PSNet
     psnet.ahrq.gov/issue/analysis-interprofessional-clinical-learning-environment-quality-improvement-and-patient
     April 19, 2017 - Study Analysis of the interprofessional clinical learning environment for quality … Analysis of the interprofessional clinical learning environment for quality improvement and patient safety … Benefits (e.g., learning about other professions), facilitators, and barriers to resident involvement … and a positive clinical learning environment were identified. … April 19, 2017 Learning from patient safety incidents involving acutely sick adults in

119. An organizational learning framework for patient safety. | PSNet
     psnet.ahrq.gov/issue/organizational-learning-framework-patient-safety
     November 28, 2018 - Commentary An organizational learning framework for patient safety. … An Organizational Learning Framework for Patient Safety. … An Organizational Learning Framework for Patient Safety. … September 9, 2015 Organisational reporting and learning systems: innovating inside and … September 22, 2010 The competitive imperative of learning.

120. Learning through simulated independent practice leads to better future performance in a simulated crisis than learning through simulated supervised practice. | PSNet
     psnet.ahrq.gov/issue/learning-through-simulated-independent-practice-leads-better-future-performance-simulated
     June 14, 2019 - Study Learning through simulated independent practice leads to better future performance … in a simulated crisis than learning through simulated supervised practice. … Learning through simulated independent practice leads to better future performance in a simulated crisis … than learning through simulated supervised practice. … than learning through simulated supervised practice.