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	<title>triage accuracy &#8211; Science</title>
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	<title>triage accuracy &#8211; Science</title>
	<link>https://scienmag.com</link>
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		<title>Cross-sectional survey identifies disaster-preparedness gaps among emergency nurses at two Peshawar hospitals</title>
		<link>https://scienmag.com/cross-sectional-survey-identifies-disaster-preparedness-gaps-among-emergency-nurses-at-two-peshawar-hospitals/</link>
		
		<dc:creator><![CDATA[Ophelia Keating]]></dc:creator>
		<pubDate>Tue, 20 Oct 2026 19:35:57 +0000</pubDate>
				<category><![CDATA[Medicine]]></category>
		<category><![CDATA[comparative cross-sectional healthcare studies]]></category>
		<category><![CDATA[cross-hospital nursing performance evaluation]]></category>
		<category><![CDATA[cross-sectional survey]]></category>
		<category><![CDATA[disaster]]></category>
		<category><![CDATA[disaster preparedness]]></category>
		<category><![CDATA[Disaster preparedness among emergency nurses]]></category>
		<category><![CDATA[disaster response readiness in Pakistan]]></category>
		<category><![CDATA[emergency department disaster preparedness assessment]]></category>
		<category><![CDATA[emergency nursing]]></category>
		<category><![CDATA[emergency nursing education gaps]]></category>
		<category><![CDATA[formal training]]></category>
		<category><![CDATA[healthcare worker disaster response training]]></category>
		<category><![CDATA[hospital-based disaster management training]]></category>
		<category><![CDATA[institutional differences in disaster protocols]]></category>
		<category><![CDATA[nurses]]></category>
		<category><![CDATA[Peshawar]]></category>
		<category><![CDATA[post-disaster recovery]]></category>
		<category><![CDATA[post-disaster recovery knowledge]]></category>
		<category><![CDATA[preparedness]]></category>
		<category><![CDATA[START protocol implementation]]></category>
		<category><![CDATA[START triage]]></category>
		<category><![CDATA[tertiary hospitals]]></category>
		<category><![CDATA[triage accuracy]]></category>
		<category><![CDATA[triage accuracy in emergency settings]]></category>
		<guid isPermaLink="false">https://scienmag.com/?p=321464</guid>

					<description><![CDATA[A cross-sectional survey of 102 emergency nurses at two Peshawar hospitals found limited formal training, low recovery-phase knowledge and institution-level differences in reported START triage performance.]]></description>
										<content:encoded><![CDATA[<p>A comparative cross-sectional survey of 102 emergency department nurses at two tertiary care hospitals in Peshawar, Pakistan, found gaps in disaster-preparedness practices and post-disaster recovery knowledge, alongside institutional differences in reported START protocol training and acute triage performance. The findings are summarized from the study abstract; the accessible article was described as an early version of peer-reviewed research subject to further edits.</p>
<p>The survey included 60 nurses from Lady Reading Hospital and 42 from Khyber Teaching Hospital. Researchers collected data with the Revised Public Health Nurses’ Knowledge Regarding Disaster Management Questionnaire, an instrument adapted from a validated original. It assessed behavioral preparedness practices, acute triage accuracy under the START protocol and post-disaster recovery knowledge. Between-hospital comparisons used chi-square tests for binary items and independent-sample t-tests for domain scores, with effect sizes measured by Cramér’s V and Cohen’s d.</p>
<p>Only 29.4% of participating nurses reported having ever assisted disaster victims, while 40.2% reported receiving no formal disaster training. Preparedness-practice scores did not differ significantly between the hospitals. Formal START protocol training was more frequently reported at Lady Reading Hospital than at Khyber Teaching Hospital, at 53.3% versus 33.3% (p=0.046). Acute triage accuracy was also higher at Lady Reading Hospital, with mean scores of 2.13 and 1.76, respectively (p=0.006; Cohen’s d=0.57). The reported difference was associated with better classification of patients assigned green and yellow tags. Conversely, nurses at Khyber Teaching Hospital performed better on black-tag classification, at 78.6% compared with 53.3% at Lady Reading Hospital (p=0.012).</p>
<p>Recovery-phase knowledge was described as uniformly low across both institutions. The abstract reports a mean score of 1.83 out of 5, with correct-answer rates below 30% for all items. The authors characterized the results as indicating preparedness gaps, particularly in post-disaster recovery competencies, and said the interhospital differences highlight the need for institution-specific, simulation-based training programmes. They also described the survey as a baseline assessment intended to inform nursing curriculum reform and prospective longitudinal research. Because the study was cross-sectional, it cannot establish that training caused differences in triage performance, and its scope was limited to nurses at the two selected hospitals, potentially limiting generalizability to other settings. The reported results do not demonstrate the effectiveness of a training programme.</p>
<p><strong>Subject of Research:</strong> Disaster-preparedness knowledge, training exposure and triage competencies among emergency department nurses in Peshawar</p>
<p><strong>Article Title:</strong> Disaster preparedness knowledge and training needs among emergency department nurses in two tertiary care hospitals in Peshawar evaluated through a cross-sectional study</p>
<p><strong>Article References:</strong> Pari, B., Khan, S., Arooj, A., Sylvester, S., Zafar, S., Nazir, M., &amp; Khan, R. (2026). Disaster preparedness knowledge and training needs among emergency department nurses in two tertiary care hospitals in Peshawar evaluated through a cross-sectional study. <em>BMC Nursing</em>. <a href="https://doi.org/10.1186/s12912-026-05339-8" rel="noopener noreferrer">https://doi.org/10.1186/s12912-026-05339-8</a></p>
<p><strong>Image Credits:</strong> AI Generated</p>
<p><strong>DOI:</strong> <a href="https://doi.org/10.1186/s12912-026-05339-8" rel="noopener noreferrer">10.1186/s12912-026-05339-8</a></p>
<p><strong>Keywords:</strong> disaster preparedness, emergency nursing, START triage, cross-sectional survey, Peshawar, nurses, formal training, triage accuracy, post-disaster recovery, tertiary hospitals, Disaster, preparedness</p>
]]></content:encoded>
					
		
		
		<post-id xmlns="com-wordpress:feed-additions:1">321464</post-id>	</item>
		<item>
		<title>Virtual Reality Meets Its Match: Classic Lectures Hold Their Own in Triage Training Trial</title>
		<link>https://scienmag.com/virtual-reality-meets-its-match-classic-lectures-hold-their-own-in-triage-training-trial/</link>
		
		<dc:creator><![CDATA[Ophelia Keating]]></dc:creator>
		<pubDate>Mon, 05 Oct 2026 13:18:40 +0000</pubDate>
				<category><![CDATA[Medicine]]></category>
		<category><![CDATA[BMC Nursing]]></category>
		<category><![CDATA[clinical education]]></category>
		<category><![CDATA[clinical skills assessment in emergency care]]></category>
		<category><![CDATA[comparison of teaching modalities in nursing]]></category>
		<category><![CDATA[Emergency Severity Index]]></category>
		<category><![CDATA[emergency triage training methods]]></category>
		<category><![CDATA[feedback-based learning]]></category>
		<category><![CDATA[immersive learning in healthcare]]></category>
		<category><![CDATA[impact of virtual reality on patient safety]]></category>
		<category><![CDATA[innovative teaching technologies in nursing]]></category>
		<category><![CDATA[interactive lecture]]></category>
		<category><![CDATA[Medical Education]]></category>
		<category><![CDATA[nurse education in emergency medicine]]></category>
		<category><![CDATA[Nursing education]]></category>
		<category><![CDATA[nursing students]]></category>
		<category><![CDATA[quasi-experimental study]]></category>
		<category><![CDATA[simulation]]></category>
		<category><![CDATA[simulation versus traditional lectures]]></category>
		<category><![CDATA[triage accuracy]]></category>
		<category><![CDATA[triage decision-making training]]></category>
		<category><![CDATA[triage training]]></category>
		<category><![CDATA[virtual reality]]></category>
		<category><![CDATA[virtual reality effectiveness in clinical skills]]></category>
		<category><![CDATA[virtual reality in nursing training]]></category>
		<guid isPermaLink="false">https://scienmag.com/?p=238168</guid>

					<description><![CDATA[A quasi-experimental trial of 64 Iranian nursing students found that virtual reality, feedback-based virtual reality, and interactive lectures produced comparable ESI triage accuracy, with lecture-based learning showing continued improvement at one-week follow-up.]]></description>
										<content:encoded><![CDATA[<p>Virtual reality has been heralded as the future of clinical education, promising to immerse nursing students in lifelike emergency scenarios without ever placing a real patient at risk. But a new quasi-experimental study from Iran suggests that the glossy headset may not outperform the humble interactive lecture when it comes to one of the most consequential skills in emergency medicine: triage. Researchers at Shahid Beheshti University of Medical Sciences in Tehran compared three ways of teaching the Emergency Severity Index, the five-level algorithm that determines who gets seen first in a crowded emergency department, and found that none of the methods emerged as a clear winner in producing accurate triage decisions.</p>
<p>The study, published in BMC Nursing, enrolled 64 sixth-semester nursing students and assigned them non-randomly to one of three training arms: a conventional interactive lecture, a virtual reality simulation, or a feedback-based version of the virtual reality training. The researchers chose this population deliberately, since triage is typically learned on the job and mistakes made by novices can cascade into delayed care for the sickest patients. The Emergency Severity Index requires trainees to synthesize vital signs, presenting complaints, and resource predictions into a rapid category assignment, a cognitive task that blends algorithmic reasoning with clinical intuition.</p>
<p>Each group received instruction tailored to its format. The interactive lecture group worked through the ESI algorithm with an instructor, engaging in structured discussion and guided reasoning about patient scenarios. The virtual reality groups navigated simulated emergency cases in a digital environment, with one arm receiving explicit feedback on their triage decisions and the other experiencing the simulation without that added layer. The design allowed the team to isolate two separate questions at once: whether immersive simulation beats classroom teaching, and whether embedding feedback inside the virtual environment adds measurable value on top of immersion alone.</p>
<p>To measure the outcome, the researchers administered a ten-item scenario-based assessment of triage accuracy at three time points: before the intervention, immediately after it, and again one week later. Satisfaction was captured with a validated eighteen-item questionnaire. The statistical machinery behind the analysis was correspondingly careful. Because the three groups were not randomized, the team used repeated-measures analysis of covariance, adjusting for baseline differences, alongside one-way analysis of variance for the satisfaction scores, with significance set at the conventional threshold of p less than 0.05.</p>
<p>The baseline picture already hinted at the complexity to come. Demographic characteristics and grade point averages were comparable across the three groups, but baseline triage accuracy was highest in the feedback-based virtual reality group, a difference that approached statistical significance at p equal to 0.055. Rather than ignore this imbalance, the investigators adjusted all subsequent comparisons for baseline accuracy, a methodological decision that guards against mistaking pre-existing skill differences for genuine effects of the teaching method. It is a reminder that in non-randomized educational research, the groups you compare are never quite the groups you wish they were.</p>
<p>Immediately after the intervention, the feedback-based virtual reality group posted the highest mean triage accuracy, followed by the standard virtual reality group and then the interactive lecture group. Yet the between-group difference at that point was not statistically significant, with p equal to 0.328. Nor was the overall main effect of time significant across the cohort, at p equal to 0.391. In plain terms, none of the three methods could claim to have produced reliably better triage decisions than the others in the immediate aftermath of training, a result that cuts against the widespread assumption that immersive technology automatically translates into superior learning outcomes.</p>
<p>The most intriguing finding emerged at the one-week follow-up, where the trajectories of the three groups visibly diverged. Accuracy declined in both virtual reality groups but continued to improve among students taught by interactive lecture, producing a statistically significant time-by-group interaction at p equal to 0.028. This pattern suggests that the instructional methods shaped not just how much students learned but how their learning evolved over time. One plausible interpretation, which the authors themselves raise, is that the structured discussion and guided reasoning inherent to interactive lecturing may consolidate decision-making frameworks more durably, while simulation-based learning may produce an initial surge of performance that fades without reinforcement.</p>
<p>Satisfaction, by contrast, was uniformly high and statistically indistinguishable across all three groups, with p equal to 0.63. Students enjoyed the virtual reality experience just as much as the lecture, and vice versa. This matters for educators weighing investment decisions, because it means acceptability is not the bottleneck. The bottleneck is efficacy, and on that measure the study is refreshingly honest: the authors explicitly state that their findings do not establish the superiority of any single method, and they caution that virtual reality may serve best as a complement to instructor-led teaching rather than a replacement for structured discussion and guided reasoning.</p>
<p>The study&#8217;s limitations deserve as much attention as its findings. The quasi-experimental design, with participants assigned according to existing course sections and scheduling rather than by randomization, leaves open the possibility of residual confounding despite the statistical adjustments. The sample of 64 students, split into groups of 22, 22, and 20, is modest, and small samples limit the power to detect real differences that may exist. The one-week follow-up window is short by the standards of skill retention research, and triage competence in a real emergency department involves pressures, interruptions, and team dynamics that no classroom assessment fully reproduces. The authors call for larger studies with longer follow-up to confirm the divergent learning trajectories they observed.</p>
<p>Even so, the research lands at a moment when medical and nursing schools worldwide are pouring resources into simulation technology, often on the premise that newer means better. This trial offers a more nuanced message: immersion is not a substitute for the cognitive scaffolding that a skilled instructor provides, and the durability of learning may depend less on the delivery medium than on the quality of reasoning practice it affords. For emergency departments struggling to standardize triage training, and for educators designing curricula under budget constraints, the takeaway is pragmatic rather than revolutionary. Virtual reality can earn its place in the toolkit, but the evidence here suggests it should sit alongside the lecture hall, not instead of it, while researchers continue the harder work of figuring out which combination produces clinicians who sort the sickest patients first, every time.</p>
<p><strong>Subject of Research:</strong> Comparative effectiveness of virtual reality and lecture-based Emergency Severity Index triage training for nursing students</p>
<p><strong>Article Title:</strong> Effects of virtual reality, feedback-based virtual reality, and interactive lecture–based ESI triage training on triage accuracy and nursing students’ satisfaction: a quasi-experimental study</p>
<p><strong>Article References:</strong> Saeedpour, M., Pazokian, M., KhabazKhoob, M., Emadi, N., &amp; Moosavi, S. (2026). Effects of virtual reality, feedback-based virtual reality, and interactive lecture–based ESI triage training on triage accuracy and nursing students’ satisfaction: a quasi-experimental study. <em>BMC Nursing</em>. <a href="https://doi.org/10.1186/s12912-026-05450-w" rel="noopener noreferrer">https://doi.org/10.1186/s12912-026-05450-w</a></p>
<p><strong>Image Credits:</strong> AI Generated</p>
<p><strong>DOI:</strong> <a href="https://doi.org/10.1186/s12912-026-05450-w" rel="noopener noreferrer">10.1186/s12912-026-05450-w</a></p>
<p><strong>Keywords:</strong> virtual reality, triage training, Emergency Severity Index, nursing education, nursing students, simulation, interactive lecture, triage accuracy, quasi-experimental study, clinical education, feedback-based learning, BMC Nursing</p>
]]></content:encoded>
					
		
		
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