Tag: Competence

AI model grades nursing procedures with near-human precision

Editor's Note A new study shows video-language models (VLMs) can accurately evaluate nursing skills and generate meaningful feedback, potentially transforming how future nurses are trained and assessed, Cornell University October 6 reports. The study describes the first framework to apply VLMs to automated nursing competency evaluation. According to the article,…

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By: Tarsilla Moura
October 17, 2025
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The Joint Commission makes nurse staffing a national performance goal for 2026

Editor's Note The Joint Commission has made nurse staffing a national benchmark for hospital accreditation, formally recognizing it as a core measure of patient safety and care quality, Nurse.org October 13 reports. For the first time, hospitals must meet specific staffing standards to earn or maintain accreditation. Under the new…

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By: Tarsilla Moura
October 15, 2025
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6 strategies to build a nursing pipeline, sustain perioperative workforce

As hospitals and surgical services face an acute nursing shortage, the sustainability of the perioperative workforce continues to be a pressing concern. Several projections show the nursing workforce in the US—as well as globally—remains under strain while surgical demand shows no sign of slowing down. The American Association of Colleges…

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By: Tarsilla Moura
October 14, 2025
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How digital tools help nurse leaders retain expertise, stabilize staffing, sustain efficiency

Perioperative leaders face a workforce transition unlike any in recent memory. By 2030, all baby boomers will have reached retirement age, and many veteran perioperative nurses are already exiting, taking with them decades of institutional knowledge. At the same time, the expectations of today’s workforce have shifted, placing greater value…

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By: Thomas Needs
October 14, 2025
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Considerations for external transportation of processed medical devices

The centralization of medical device processing to one facility is becoming more prevalent. Centralizing sterile processing activities reduces expenses while concentrating expertise. However, this also introduces new concerns. When sterile processing is located within the same building where instrumentation is used, transport occurs over smooth floors in a controlled environment…

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By: Susan Klacik
October 10, 2025
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AI-powered video models show promise for nursing skills assessment

Editor's Note A new study shows that video-language models (VLMs) can reliably evaluate nursing procedures, detect errors, and provide feedback, paving the way for scalable AI-assisted training in nursing education, Cornell University September 20 reports. The paper, titled “Automated Procedural Analysis via Video-Language Models for AI-assisted Nursing Skills Assessment”, outlines…

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By: Tarsilla Moura
October 6, 2025
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Study: Surgical preference cards reduce anxiety, boost competence in nursing students

Editor's Note Training with surgical preference cards significantly lowers anxiety and strengthens clinical competence among OR nursing students, according to a randomized controlled trial published in BMC Medical Education on October 2. The study enrolled 60 OR nursing students in Iran between 2023 and 2024. Students were randomly assigned to…

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By: Tarsilla Moura
October 3, 2025
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Health systems report dramatic nurse retention gains through residency, development programs

Editor's Note Two of the nation’s largest health systems are reporting major progress in nurse retention after investing in structured residency programs, mentorship, and professional development. According to a September 10 article from the Catholic Health Association of the United States, CommonSpirit Health has boosted new nurse retention to 86%…

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By: Tarsilla Moura
September 22, 2025
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AI in the OR can sharpen skills, but humans make the lessons stick

Editor's Note Artificial intelligence (AI) can track surgical performance with pinpoint accuracy, but true mastery still requires a human teacher, American Council on Science and Health August 20 reports. A randomized trial of an AI-powered surgical tutoring system found that while algorithms provided real-time error detection, the best learning happened…

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By: Tarsilla Moura
September 2, 2025
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Professional development: Cockpit view clears credentialing terminology turbulence

Comparing healthcare to aviation is a long-standing tradition, especially when discussing safety systems like checklists. However, the similarities extend beyond protocols. Just as flying a paper airplane differs vastly from piloting a jumbo jet, so too does earning a certificate of attendance differ from achieving professional certification. Parallels like these…

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By: Dawn Whiteside
July 15, 2025
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