Archee Singh, Nicholas Warren Ehlers, Shaun Chandler, Sharad Ratanjee, Robert Ellis, Eoin Daniel O'Sullivan
Cyclone Alfred disrupted dialysis services across South-East Queensland. Digital tools, including real-time surveys and AI-assisted analysis, were used to evaluate impact and guide immediate improvements. This low-cost, tech-enabled response demonstrated how agile methods can support disaster resilience and inform planning for vulnerable patient groups during extreme weather events.
{"title":"Disaster Nephrology in Action: A Tech-Augmented Response to Cyclone Alfred.","authors":"Archee Singh, Nicholas Warren Ehlers, Shaun Chandler, Sharad Ratanjee, Robert Ellis, Eoin Daniel O'Sullivan","doi":"10.1017/dmp.2025.10283","DOIUrl":"https://doi.org/10.1017/dmp.2025.10283","url":null,"abstract":"<p><p>Cyclone Alfred disrupted dialysis services across South-East Queensland. Digital tools, including real-time surveys and AI-assisted analysis, were used to evaluate impact and guide immediate improvements. This low-cost, tech-enabled response demonstrated how agile methods can support disaster resilience and inform planning for vulnerable patient groups during extreme weather events.</p>","PeriodicalId":54390,"journal":{"name":"Disaster Medicine and Public Health Preparedness","volume":"20 ","pages":"e9"},"PeriodicalIF":1.8,"publicationDate":"2026-01-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145890580","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Objective: The study aims to explain the challenges experienced by Emergency Medical Services workers in a massive disaster due to resource scarcity.
Methods: In this qualitative study, in-depth interviews were conducted with 14 Emergency Medical Services workers in the region within the first 72 hours of the Kahramanmaraş Earthquakes. Participants were determined by snowball sampling method, and data were collected using a semi-structured interview form. Collected data were evaluated using descriptive and content analysis methods.
Results: When the data were analyzed, the difficulties experienced by the participants were covered in two main themes and eight sub-themes. The main themes were physical and managerial challenges, and the sub-themes were nutrition, shelter and adverse weather conditions, hygiene, safety, sleep shortage and exhaustion, operational, logistics and transportation, communication and coordination.
Conclusion: The findings suggest that challenges in meeting the basic physical needs of Emergency Medical Services workers during massive disasters may reduce the overall effectiveness of response efforts. Ensuring their physical safety, particularly in large-scale earthquakes that cause severe structural damage, emerges as a persistent concern. Disaster preparedness efforts should more carefully consider the fragility and vulnerability of high-risk zones when developing national response plans.
{"title":"The Challenges Experienced by Emergency Medical Services Workers in a Massive Disaster Due to Resource Scarcity-the Case of the Kahramanmaraş Earthquakes.","authors":"Ahmet Hamdi Alpakan, Ali Ekşi, Süreyya Gümüşsoy","doi":"10.1017/dmp.2025.10293","DOIUrl":"https://doi.org/10.1017/dmp.2025.10293","url":null,"abstract":"<p><strong>Objective: </strong>The study aims to explain the challenges experienced by Emergency Medical Services workers in a massive disaster due to resource scarcity.</p><p><strong>Methods: </strong>In this qualitative study, in-depth interviews were conducted with 14 Emergency Medical Services workers in the region within the first 72 hours of the Kahramanmaraş Earthquakes. Participants were determined by snowball sampling method, and data were collected using a semi-structured interview form. Collected data were evaluated using descriptive and content analysis methods.</p><p><strong>Results: </strong>When the data were analyzed, the difficulties experienced by the participants were covered in two main themes and eight sub-themes. The main themes were physical and managerial challenges, and the sub-themes were nutrition, shelter and adverse weather conditions, hygiene, safety, sleep shortage and exhaustion, operational, logistics and transportation, communication and coordination.</p><p><strong>Conclusion: </strong>The findings suggest that challenges in meeting the basic physical needs of Emergency Medical Services workers during massive disasters may reduce the overall effectiveness of response efforts. Ensuring their physical safety, particularly in large-scale earthquakes that cause severe structural damage, emerges as a persistent concern. Disaster preparedness efforts should more carefully consider the fragility and vulnerability of high-risk zones when developing national response plans.</p>","PeriodicalId":54390,"journal":{"name":"Disaster Medicine and Public Health Preparedness","volume":"20 ","pages":"e11"},"PeriodicalIF":1.8,"publicationDate":"2026-01-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145890558","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Well-established within the field of Emergency Management is the Disaster Cycle: Mitigation, Preparedness, Response, and Recovery. Less standard, however, is the inclusion of pediatric considerations in efforts within each of these phases, despite the significant population share that children hold and their unique vulnerabilities to disasters. Building upon a tool designed to spur pediatric inclusion in the "Mitigation" phase of the cycle, the Regional Pediatric Hazard Vulnerability Analysis, this paper introduces a novel Pediatric After-Action Report template. This is an all-hazards template that provides emergency managers and other partners within a region a vital resource to ensure that children are effectively considered in post-event review efforts within the "Recovery" phase, whether those reviews are customary or not. The Pediatric After-Action Report presents critical questions related to pediatric needs in previously established categories, promotes the identification of areas for improvement, and facilitates the creation of actionable plans for future preparedness.
{"title":"Completing the Disaster Cycle for Children: Introducing the Pediatric After-Action Report.","authors":"McKayla Shea Schloemer, Nathan Timm","doi":"10.1017/dmp.2025.10291","DOIUrl":"https://doi.org/10.1017/dmp.2025.10291","url":null,"abstract":"<p><p>Well-established within the field of Emergency Management is the Disaster Cycle: Mitigation, Preparedness, Response, and Recovery. Less standard, however, is the inclusion of pediatric considerations in efforts within each of these phases, despite the significant population share that children hold and their unique vulnerabilities to disasters. Building upon a tool designed to spur pediatric inclusion in the \"Mitigation\" phase of the cycle, the Regional Pediatric Hazard Vulnerability Analysis, this paper introduces a novel Pediatric After-Action Report template. This is an all-hazards template that provides emergency managers and other partners within a region a vital resource to ensure that children are effectively considered in post-event review efforts within the \"Recovery\" phase, whether those reviews are customary or not. The Pediatric After-Action Report presents critical questions related to pediatric needs in previously established categories, promotes the identification of areas for improvement, and facilitates the creation of actionable plans for future preparedness.</p>","PeriodicalId":54390,"journal":{"name":"Disaster Medicine and Public Health Preparedness","volume":"20 ","pages":"e8"},"PeriodicalIF":1.8,"publicationDate":"2025-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145851522","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Introduction: Mass casualty incidents (MCIs) in high-risk environments pose major challenges for coordinated emergency response. Training is often infrequent, resource-intensive, and lacks interagency consistency. This study explores the use of Virtual Reality (VR) simulation to train responders in the RAMP triage model across emergency services.
Methods: An observational qualitative design was used. Sixteen participants from various emergency services engaged in a VR-based MCI scenario involving 26 patients and hazardous conditions. The scenario required rapid RAMP triage based on essential cues (radial pulse and the ability to follow commands). Structured interviews followed, and data were analyzed thematically.
Results: Three themes emerged: (1) Deficiencies in current training, including inconsistent MCI protocols, lack of guideline familiarity, and limited interagency practice; (2) VR as an effective, low-resource training method enabling repeatable and safe practice-RAMP triage was found intuitive and efficient, even for non-medical personnel; and (3) prerequisites for VR implementation, such as realistic design, technical infrastructure, and stakeholder involvement to support shared understanding.
Conclusion: VR-based MCI training is a feasible and effective supplement to traditional drills. It enables scalable and flexible skill-building, though it should complement and not replace live exercises.
{"title":"Immersive Virtual Reality Simulation for Tactical Mass-Casualty Triage: An Observational Study of Usability, Realism, and Decision-Making in RAMP Training.","authors":"Kristoffer Lie Eide, Brad Keating, Asbjørn Braastad, Benedicte Eckhoff, Inger Anne Kvam, Solveig Pederstrand Rise, Nicolai Mikkelsen Skaar, Inger Lund-Kordahl","doi":"10.1017/dmp.2025.10289","DOIUrl":"https://doi.org/10.1017/dmp.2025.10289","url":null,"abstract":"<p><strong>Introduction: </strong>Mass casualty incidents (MCIs) in high-risk environments pose major challenges for coordinated emergency response. Training is often infrequent, resource-intensive, and lacks interagency consistency. This study explores the use of Virtual Reality (VR) simulation to train responders in the RAMP triage model across emergency services.</p><p><strong>Methods: </strong>An observational qualitative design was used. Sixteen participants from various emergency services engaged in a VR-based MCI scenario involving 26 patients and hazardous conditions. The scenario required rapid RAMP triage based on essential cues (radial pulse and the ability to follow commands). Structured interviews followed, and data were analyzed thematically.</p><p><strong>Results: </strong>Three themes emerged: (1) Deficiencies in current training, including inconsistent MCI protocols, lack of guideline familiarity, and limited interagency practice; (2) VR as an effective, low-resource training method enabling repeatable and safe practice-RAMP triage was found intuitive and efficient, even for non-medical personnel; and (3) prerequisites for VR implementation, such as realistic design, technical infrastructure, and stakeholder involvement to support shared understanding.</p><p><strong>Conclusion: </strong>VR-based MCI training is a feasible and effective supplement to traditional drills. It enables scalable and flexible skill-building, though it should complement and not replace live exercises.</p>","PeriodicalId":54390,"journal":{"name":"Disaster Medicine and Public Health Preparedness","volume":"20 ","pages":"e7"},"PeriodicalIF":1.8,"publicationDate":"2025-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145851603","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Objective: To explore the experiences of military medical first responders managing mass casualty incidents (MCIs) during the ongoing conflict in Ukraine to identify key challenges and insights.
Methods: This qualitative study employed in-depth, semi-structured interviews with medical first responders who managed MCIs in Ukraine. Thematic analysis was leveraged by our research team to identify recurring themes and patterns within the interview data.
Results: Our results revealed crucial takeaways related to the (1) need for preparedness and training, (2) variability of triage, (3) importance of communication and teamwork, and (4) the resulting psychological strain.
Conclusions: These firsthand accounts offer valuable lessons for identifying challenges of first responders, developing areas of future research for MCI response strategies, and enhancing the readiness and well-being of medical first responders in current and future conflicts.
{"title":"Modern Military Mass Casualty Response: A Qualitative Study From Medical Responders in the Ukraine Conflict.","authors":"Amy Follmer Hildreth, Rebekah Cole, Cynthia Shen, Beth McNally, Sherri L Rudinsky, Nataliya Matolinets, Melissa Givens","doi":"10.1017/dmp.2025.10226","DOIUrl":"https://doi.org/10.1017/dmp.2025.10226","url":null,"abstract":"<p><strong>Objective: </strong>To explore the experiences of military medical first responders managing mass casualty incidents (MCIs) during the ongoing conflict in Ukraine to identify key challenges and insights.</p><p><strong>Methods: </strong>This qualitative study employed in-depth, semi-structured interviews with medical first responders who managed MCIs in Ukraine. Thematic analysis was leveraged by our research team to identify recurring themes and patterns within the interview data.</p><p><strong>Results: </strong>Our results revealed crucial takeaways related to the (1) need for preparedness and training, (2) variability of triage, (3) importance of communication and teamwork, and (4) the resulting psychological strain.</p><p><strong>Conclusions: </strong>These firsthand accounts offer valuable lessons for identifying challenges of first responders, developing areas of future research for MCI response strategies, and enhancing the readiness and well-being of medical first responders in current and future conflicts.</p>","PeriodicalId":54390,"journal":{"name":"Disaster Medicine and Public Health Preparedness","volume":"20 ","pages":"e6"},"PeriodicalIF":1.8,"publicationDate":"2025-12-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145835300","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Objective: To compare and analyze COVID-19 control outcomes, including case severity, vaccination, and excess mortality, across 6 nations (USA, UK, China, Russia, Japan, and South Africa) from January 2020 to December 2022.
Methods: This study utilized data from the "Our World in Data" dataset to characterize the epidemiological features of COVID-19 across 6 countries. Generalized linear models (GLMs) were employed to examine the associations between Stringency Index (SI), vaccination coverage, and epidemiological outcomes.
Results: The USA had the highest median cases per million and the UK the highest deaths per million, while China reported the lowest for both. Hospitalization and ICU rates were highest in the UK and the USA, respectively, and lowest in Japan. Vaccination coverage was highest in China and lowest in South Africa. Excess mortality was highest in Russia and lowest in Japan. Generalized linear models indicated a negative association between the SI and cases in China (β = -40, P = 0.015), which became stronger after adjusting for vaccination (β = -311, P < 0.001), but positive associations were observed in the USA, UK, and South Africa. SI was negatively associated with excess mortality in most countries.
Conclusions: Effective pandemic control is highly context-dependent. The relationships among vaccination, variant prevalence, and health care burden were complex, shaped by implementation context, public compliance, and health care capacity.
目的:比较和分析2020年1月至2022年12月6个国家(美国、英国、中国、俄罗斯、日本和南非)的COVID-19控制结果,包括病例严重程度、疫苗接种和超额死亡率。方法:本研究利用来自“数据中的世界”数据集的数据,对6个国家的COVID-19流行病学特征进行了表征。采用广义线性模型(GLMs)来检验严格指数(SI)、疫苗接种覆盖率和流行病学结果之间的关系。结果:美国每百万人中位数病例最高,英国每百万人死亡人数最高,而中国报告的这两项数据最低。住院率和ICU率分别在英国和美国最高,在日本最低。疫苗接种覆盖率最高的是中国,最低的是南非。超额死亡率在俄罗斯最高,在日本最低。广义线性模型显示,SI与中国病例呈负相关(β = -40, P = 0.015),在调整疫苗接种后,SI与病例呈负相关(β = -311, P < 0.001),但在美国、英国和南非观察到正相关。在大多数国家,SI与高死亡率呈负相关。结论:有效的流行病控制高度依赖于具体情况。疫苗接种、变异流行率和卫生保健负担之间的关系是复杂的,受实施环境、公众依从性和卫生保健能力的影响。
{"title":"Cross-Country Comparison of COVID-19 Control: Stringency Index, Vaccination, and Variant Effects.","authors":"Hao Zhou, Qing Ye","doi":"10.1017/dmp.2025.10286","DOIUrl":"https://doi.org/10.1017/dmp.2025.10286","url":null,"abstract":"<p><strong>Objective: </strong>To compare and analyze COVID-19 control outcomes, including case severity, vaccination, and excess mortality, across 6 nations (USA, UK, China, Russia, Japan, and South Africa) from January 2020 to December 2022.</p><p><strong>Methods: </strong>This study utilized data from the \"Our World in Data\" dataset to characterize the epidemiological features of COVID-19 across 6 countries. Generalized linear models (GLMs) were employed to examine the associations between Stringency Index (SI), vaccination coverage, and epidemiological outcomes.</p><p><strong>Results: </strong>The USA had the highest median cases per million and the UK the highest deaths per million, while China reported the lowest for both. Hospitalization and ICU rates were highest in the UK and the USA, respectively, and lowest in Japan. Vaccination coverage was highest in China and lowest in South Africa. Excess mortality was highest in Russia and lowest in Japan. Generalized linear models indicated a negative association between the SI and cases in China (β = -40, <i>P</i> = 0.015), which became stronger after adjusting for vaccination (β = -311, <i>P</i> < 0.001), but positive associations were observed in the USA, UK, and South Africa. SI was negatively associated with excess mortality in most countries.</p><p><strong>Conclusions: </strong>Effective pandemic control is highly context-dependent. The relationships among vaccination, variant prevalence, and health care burden were complex, shaped by implementation context, public compliance, and health care capacity.</p>","PeriodicalId":54390,"journal":{"name":"Disaster Medicine and Public Health Preparedness","volume":"20 ","pages":"e5"},"PeriodicalIF":1.8,"publicationDate":"2025-12-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145811964","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Objectives: Examine the association between dementia and all-cause 5-year mortality among skilled nursing facility (SNF) residents exposed to Hurricane Sandy flooding.
Methods: This study analyzed Medicare fee-for-service (FFS) beneficiaries aged ≥65 receiving care in SNFs located in flooded ZIP codes in New York, New Jersey, and Connecticut (October 2012). A 20% Medicare FFS sample was linked to Minimum Data Set assessments, LTCFocus, Care Compare, and American Community Survey data. Flooding exposure was defined using 2012 U.S. Geological Survey flood shapefiles. Follow-up extended 5 years. Analysis included Kaplan-Meier curves, multivariable Cox models, and propensity-score matching.
Results: Of 1,627 SNF residents, 767 (47%) had dementia. Compared with those without dementia, they were older (≥85y: 52% vs 38%; P < 0.001), less often non-Hispanic White (67% vs 75%; P < 0.001), and more frequently dually eligible for Medicare/Medicaid (63% vs 40%; P < 0.001); Charlson comorbidity burden was similar (mean 4.9; P = 0.95.). Dementia was associated with higher 5-year mortality after full adjustment (HR 1.20, 95% CI 1.05-1.37), and propensity-score matching (HR 1.24, 95% CI 1.08-1.44). Median survival was 1.68 years vs 2.61 years.
Conclusions: SNF residents with dementia in flooded areas had higher 5-year mortality, underscoring the need for dementia-specific disaster plans.
目的:研究暴露于飓风桑迪洪水的熟练护理机构(SNF)居民的痴呆与5年全因死亡率之间的关系。方法:本研究分析了在纽约、新泽西和康涅狄格州(2012年10月)的洪水邮政编码的snf中接受医疗保险按服务收费(FFS)的≥65岁受益人。20%的医疗保险FFS样本与最小数据集评估、LTCFocus、Care Compare和美国社区调查数据相关联。洪水暴露是根据2012年美国地质调查局的洪水形状文件定义的。随访时间延长5年。分析包括Kaplan-Meier曲线、多变量Cox模型和倾向评分匹配。结果:在1627名SNF居民中,767名(47%)患有痴呆。与无痴呆的患者相比,他们年龄较大(≥85岁:52% vs 38%, P < 0.001),非西班牙裔白人较少(67% vs 75%, P < 0.001),更经常有双重资格获得医疗保险/医疗补助(63% vs 40%, P < 0.001);Charlson合并症负担相似(平均4.9;P = 0.95)。在完全调整后,痴呆与较高的5年死亡率(HR 1.20, 95% CI 1.05-1.37)和倾向评分匹配(HR 1.24, 95% CI 1.08-1.44)相关。中位生存期分别为1.68年和2.61年。结论:洪涝地区患有痴呆症的SNF居民5年死亡率较高,强调了制定针对痴呆症的灾害计划的必要性。
{"title":"Long-Term Mortality After Hurricane-Related Flooding Among Skilled Nursing Facility Residents With Dementia.","authors":"Nathan Ashe, Orysya Soroka, Arnab K Ghosh","doi":"10.1017/dmp.2025.10280","DOIUrl":"https://doi.org/10.1017/dmp.2025.10280","url":null,"abstract":"<p><strong>Objectives: </strong>Examine the association between dementia and all-cause 5-year mortality among skilled nursing facility (SNF) residents exposed to Hurricane Sandy flooding.</p><p><strong>Methods: </strong>This study analyzed Medicare fee-for-service (FFS) beneficiaries aged ≥65 receiving care in SNFs located in flooded ZIP codes in New York, New Jersey, and Connecticut (October 2012). A 20% Medicare FFS sample was linked to Minimum Data Set assessments, LTCFocus, Care Compare, and American Community Survey data. Flooding exposure was defined using 2012 U.S. Geological Survey flood shapefiles. Follow-up extended 5 years. Analysis included Kaplan-Meier curves, multivariable Cox models, and propensity-score matching.</p><p><strong>Results: </strong>Of 1,627 SNF residents, 767 (47%) had dementia. Compared with those without dementia, they were older (≥85y: 52% vs 38%; <i>P</i> < 0.001), less often non-Hispanic White (67% vs 75%; <i>P</i> < 0.001), and more frequently dually eligible for Medicare/Medicaid (63% vs 40%; <i>P</i> < 0.001); Charlson comorbidity burden was similar (mean 4.9; <i>P</i> = 0.95.). Dementia was associated with higher 5-year mortality after full adjustment (HR 1.20, 95% CI 1.05-1.37), and propensity-score matching (HR 1.24, 95% CI 1.08-1.44). Median survival was 1.68 years vs 2.61 years.</p><p><strong>Conclusions: </strong>SNF residents with dementia in flooded areas had higher 5-year mortality, underscoring the need for dementia-specific disaster plans.</p>","PeriodicalId":54390,"journal":{"name":"Disaster Medicine and Public Health Preparedness","volume":"19 ","pages":"e363"},"PeriodicalIF":1.8,"publicationDate":"2025-12-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145811897","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Objective: This study examined public attitudes and experiences in using the Internet for first aid guidance in real-life medical emergencies.
Methods: The study involved: (1) an analysis of YouTube comments (n = 6,786) on first aid videos using latent Dirichlet allocation topic modeling; (2) a survey of completers of an online Basic Life Support course (n = 731).
Results: Topic modeling of social media comments revealed users' frustration with unskippable advertisements, reflecting a collective perception of online videos as a source of immediate advice on first aid in real-life emergencies. According to the survey data, 14.6% of respondents sought online first-aid instructions during a real-life emergency. An additional 8.9% reported similar experiences among friends or relatives. Of those who searched for advice, 90.7% found and implemented instructions. Most respondents showed readiness to attempt this in future as they believe it could be lifesaving.
Conclusions: The existing public demand for, and continued use of, the Internet as a source of advice on first aid, the risks arising from laypeople's reliance on information of questionable quality, and the potential usefulness of authoritative digital guidance for instances where other means of assistance are unavailable constitute an intricate public health issue that requires attention and comprehensive solutions.
{"title":"Digital First Aid: Public Health Implications of Laypeople's Internet Reliance in Medical Emergencies.","authors":"Alexei A Birkun","doi":"10.1017/dmp.2025.10292","DOIUrl":"https://doi.org/10.1017/dmp.2025.10292","url":null,"abstract":"<p><strong>Objective: </strong>This study examined public attitudes and experiences in using the Internet for first aid guidance in real-life medical emergencies.</p><p><strong>Methods: </strong>The study involved: (1) an analysis of YouTube comments (<i>n</i> = 6,786) on first aid videos using latent Dirichlet allocation topic modeling; (2) a survey of completers of an online Basic Life Support course (<i>n</i> = 731).</p><p><strong>Results: </strong>Topic modeling of social media comments revealed users' frustration with unskippable advertisements, reflecting a collective perception of online videos as a source of immediate advice on first aid in real-life emergencies. According to the survey data, 14.6% of respondents sought online first-aid instructions during a real-life emergency. An additional 8.9% reported similar experiences among friends or relatives. Of those who searched for advice, 90.7% found and implemented instructions. Most respondents showed readiness to attempt this in future as they believe it could be lifesaving.</p><p><strong>Conclusions: </strong>The existing public demand for, and continued use of, the Internet as a source of advice on first aid, the risks arising from laypeople's reliance on information of questionable quality, and the potential usefulness of authoritative digital guidance for instances where other means of assistance are unavailable constitute an intricate public health issue that requires attention and comprehensive solutions.</p>","PeriodicalId":54390,"journal":{"name":"Disaster Medicine and Public Health Preparedness","volume":"20 ","pages":"e3"},"PeriodicalIF":1.8,"publicationDate":"2025-12-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145811926","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Almas Malek, Attila J Hertelendy, Eman Alshaikh, Ahmad Alshadad, Abdulrahman Buhiji, Jamie Ranse, Amit Boukai, Christina Ann Woodward, Ejemai Eboreime, Janice Kung, Amalia Voskanyan, Greg Ciottone, Fadi Issa
Objective: The risk of Chemical, Biological, Radiological, Nuclear, and Explosive (CBRNE) incidents is increasing due to terrorism, technological advancements, conflicts, and emerging diseases. Hospitals, as critical response centers, face unique challenges during such events. Comprehensive training is crucial to ensure effective response and protect both patients and staff. This scoping review assesses the effectiveness of CBRNE training in enhancing knowledge, competencies, and preparedness among hospital-based health care providers.
Methods: Comprehensive searches were conducted in Ovid MEDLINE, Ovid Embase, Scopus, Web of Science Core Collection, and CINAHL using targeted keywords. Papers were screened using Covidence. Data were analyzed to evaluate the effectiveness of various training methods used in hospital settings.
Results: A total of 23 papers were included in this review. Training effectiveness was reported in 91% of the reviewed articles. Nurses were the predominant group participating in hospital-based training programs. Tabletop exercises were the most commonly used training method, and biological hazards were the most frequent scenario type. No study identified a single superior method for improving training effectiveness.
Conclusions: CBRNE training incorporating diverse modalities improves health care providers' knowledge and competencies. Enhanced preparedness supports better responses to disasters, potentially leading to improved patient outcomes and public safety.
目标:由于恐怖主义、技术进步、冲突和新出现的疾病,化学、生物、放射、核和爆炸(CBRNE)事件的风险正在增加。医院作为关键响应中心,在此类事件中面临着独特的挑战。全面培训对于确保有效应对和保护患者和工作人员至关重要。本范围审查评估了CBRNE培训在提高医院卫生保健提供者的知识、能力和准备方面的有效性。方法:采用目标关键词在Ovid MEDLINE、Ovid Embase、Scopus、Web of Science Core Collection、CINAHL中进行综合检索。使用covid - ence对论文进行筛选。对数据进行分析,以评估在医院环境中使用的各种培训方法的有效性。结果:本综述共纳入23篇文献。91%的综述文章报告了培训的有效性。护士是参加以医院为基础的培训项目的主要群体。桌面练习是最常用的训练方法,生物危害是最常见的情景类型。没有研究确定一个单一的更好的方法来提高训练效果。结论:结合多种模式的CBRNE培训提高了卫生保健提供者的知识和能力。加强防范有助于更好地应对灾害,从而可能改善患者的治疗效果和公共安全。
{"title":"Effectiveness of Chemical, Biological, Radiological, Nuclear, Explosive (CBRNE) Event-Response Training in a Hospital Setting: A Scoping Review.","authors":"Almas Malek, Attila J Hertelendy, Eman Alshaikh, Ahmad Alshadad, Abdulrahman Buhiji, Jamie Ranse, Amit Boukai, Christina Ann Woodward, Ejemai Eboreime, Janice Kung, Amalia Voskanyan, Greg Ciottone, Fadi Issa","doi":"10.1017/dmp.2025.10274","DOIUrl":"10.1017/dmp.2025.10274","url":null,"abstract":"<p><strong>Objective: </strong>The risk of Chemical, Biological, Radiological, Nuclear, and Explosive (CBRNE) incidents is increasing due to terrorism, technological advancements, conflicts, and emerging diseases. Hospitals, as critical response centers, face unique challenges during such events. Comprehensive training is crucial to ensure effective response and protect both patients and staff. This scoping review assesses the effectiveness of CBRNE training in enhancing knowledge, competencies, and preparedness among hospital-based health care providers.</p><p><strong>Methods: </strong>Comprehensive searches were conducted in Ovid MEDLINE, Ovid Embase, Scopus, Web of Science Core Collection, and CINAHL using targeted keywords. Papers were screened using Covidence. Data were analyzed to evaluate the effectiveness of various training methods used in hospital settings.</p><p><strong>Results: </strong>A total of 23 papers were included in this review. Training effectiveness was reported in 91% of the reviewed articles. Nurses were the predominant group participating in hospital-based training programs. Tabletop exercises were the most commonly used training method, and biological hazards were the most frequent scenario type. No study identified a single superior method for improving training effectiveness.</p><p><strong>Conclusions: </strong>CBRNE training incorporating diverse modalities improves health care providers' knowledge and competencies. Enhanced preparedness supports better responses to disasters, potentially leading to improved patient outcomes and public safety.</p>","PeriodicalId":54390,"journal":{"name":"Disaster Medicine and Public Health Preparedness","volume":"20 ","pages":"e2"},"PeriodicalIF":1.8,"publicationDate":"2025-12-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145811907","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Ewart de Visser, David P Way, Douglas Danforth, Jillian McGrath, Jacob Hyde, Kaitlyn Choy, Jacob Audick, Brian Pippin, Ashish R Panchal, Jennifer McVay, Nicholas Kman
Objective: This study explored the prevalence and attributes of triage errors made by emergency responders during virtual reality simulations of mass casualty incidents.
Methods: The study analyzed errors made by 99 emergency responders during their triage and treatment of a mass casualty incident in virtual reality. Responders received training on the Sort, Assess, Life-saving Intervention, Treatment, Transport (SALT) protocol, then responded to a virtual bombed subway station. Responder accuracy, efficiency, and application of treatments were tracked. Error analysis was performed through the lens of human factors. Accordingly, errors were categorized by their nature: either perception, proficiency, or procedure.
Results: Responders correctly triaged 70% of virtual patients, and 78% demonstrated relative efficiency. Interaction times between responders and patients averaged 20 seconds. The time to assess and treat all patients for life-threatening bleeding injuries across the entire scene averaged six minutes. Most errors were related to proficiency (e.g., competence or experience). However, procedural errors (shortcomings of SALT) and perceptual errors (degraded sensory input from programmed environmental chaos, i.e., virtual smoke/debris and louder sound) were also observed. Most errors were related to patients with either respiratory issues or multiple injuries.
Conclusion: Virtual reality (VR) offered a controlled environment for studying errors made by emergency responders in a mass casualty incident, which will lead to improved training and protocols to better prepare them for these events.
{"title":"Field Triage Errors: A Cross-Sectional Study of Emergency Responders in a Virtual Reality Mass Casualty Simulation.","authors":"Ewart de Visser, David P Way, Douglas Danforth, Jillian McGrath, Jacob Hyde, Kaitlyn Choy, Jacob Audick, Brian Pippin, Ashish R Panchal, Jennifer McVay, Nicholas Kman","doi":"10.1017/dmp.2025.10288","DOIUrl":"https://doi.org/10.1017/dmp.2025.10288","url":null,"abstract":"<p><strong>Objective: </strong>This study explored the prevalence and attributes of triage errors made by emergency responders during virtual reality simulations of mass casualty incidents.</p><p><strong>Methods: </strong>The study analyzed errors made by 99 emergency responders during their triage and treatment of a mass casualty incident in virtual reality. Responders received training on the Sort, Assess, Life-saving Intervention, Treatment, Transport (SALT) protocol, then responded to a virtual bombed subway station. Responder accuracy, efficiency, and application of treatments were tracked. Error analysis was performed through the lens of human factors. Accordingly, errors were categorized by their nature: either perception, proficiency, or procedure.</p><p><strong>Results: </strong>Responders correctly triaged 70% of virtual patients, and 78% demonstrated relative efficiency. Interaction times between responders and patients averaged 20 seconds. The time to assess and treat all patients for life-threatening bleeding injuries across the entire scene averaged six minutes. Most errors were related to proficiency (e.g., competence or experience). However, procedural errors (shortcomings of SALT) and perceptual errors (degraded sensory input from programmed environmental chaos, i.e., virtual smoke/debris and louder sound) were also observed. Most errors were related to patients with either respiratory issues or multiple injuries.</p><p><strong>Conclusion: </strong>Virtual reality (VR) offered a controlled environment for studying errors made by emergency responders in a mass casualty incident, which will lead to improved training and protocols to better prepare them for these events.</p>","PeriodicalId":54390,"journal":{"name":"Disaster Medicine and Public Health Preparedness","volume":"20 ","pages":"e4"},"PeriodicalIF":1.8,"publicationDate":"2025-12-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145811953","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}