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Demographic and Geographic Trends in Gunshot Wound-Associated Orthopedic Injuries among Children, Adolescents, and Young Adults in New York State from 2016–2020 2016-2020 年纽约州儿童、青少年和年轻成人中枪伤相关骨科伤害的人口和地理趋势
Pub Date : 2024-06-14 DOI: 10.3390/traumacare4020015
Charles C. Lin, Dhruv S. Shankar, Utkarsh Anil, Cordelia W. Carter
Background: The purpose of this study was to investigate temporal trends in gunshot wound (GSW)-associated orthopedic injuries among children, adolescents, and young adults in New York State, and to determine the impact of the onset of the COVID-19 pandemic on the incidence of these injuries. Methods: The New York Statewide Planning and Research Cooperative System (SPARCS) inpatient database was reviewed to identify patients ≤ 21 years of age who presented to a hospital with GSW-associated injuries from January 2016 to December 2020. Patient diagnosis codes were cross-referenced with the list of the International Classification of Diseases Version 10 Clinical Modification (ICD-10-CM) codes for orthopedic injuries to determine the incidence of GSW-associated orthopedic injuries among this cohort. The number of cases was cross-referenced with New York State census population estimates to calculate incidence per million. The geographic incidence was plotted over a map of New York State with sub-division based on facility Zone Improvement Plan (ZIP) codes. Poisson regression was used to compare the injury incidence in 2020 (pandemic onset) versus the preceding years (pre-pandemic). Results: Between 2016 and 2020, there were 548 inpatient admissions for GSW-associated orthopedic injuries, representing an incidence of 5.6 cases per million. Injury incidence decreased from 2016 to 2019, with an increase in 2020 representing almost 28% of the total cases identified. There was a statistically significant difference in the incidence rate ratio for 2020 compared to 2016–2019 (p < 0.001). The majority of patients were male (94%), African–American (73%), and covered by either Medicare (49%) or Managed Care (47%). Most cases were clustered around large metropolitan areas with low incidence in suburban and rural regions of the state. Conclusions: There was a two-fold increase in the incidence of GSW-associated orthopedic injuries among patients ≤ 21 years old in New York State during the onset of the COVID-19 pandemic.
背景:本研究的目的是调查纽约州儿童、青少年和年轻成人中与枪伤(GSW)相关的骨科损伤的时间趋势,并确定 COVID-19 大流行对这些损伤发生率的影响。研究方法:对纽约州全州规划与研究合作系统(SPARCS)住院患者数据库进行审查,以确定在 2016 年 1 月至 2020 年 12 月期间因 GSW 相关伤害而到医院就诊的年龄小于 21 岁的患者。将患者的诊断代码与骨科损伤的国际疾病分类第 10 版临床修正(ICD-10-CM)代码列表进行交叉比对,以确定该队列中与 GSW 相关的骨科损伤的发生率。病例数与纽约州人口普查估计值相互参照,计算出每百万人中的发病率。在纽约州地图上绘制了地理发病率,并根据设施区域改善计划(ZIP)代码进行了细分。采用泊松回归法比较 2020 年(大流行开始)与前几年(大流行前)的伤害发生率。结果显示2016 年至 2020 年期间,有 548 例住院病人因 GSW 相关骨科损伤而入院,发病率为 5.6 例/百万人。从 2016 年到 2019 年,伤害发生率有所下降,2020 年有所上升,占已发现病例总数的近 28%。与 2016-2019 年相比,2020 年的发病率比率有显著的统计学差异(P < 0.001)。大多数患者为男性(94%)、非裔美国人(73%),享受医疗保险(49%)或管理式医疗(47%)。大多数病例集中在大都市地区,该州郊区和农村地区的发病率较低。结论:在 COVID-19 大流行期间,纽约州 21 岁以下患者中 GSW 相关骨科损伤的发病率增加了两倍。
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引用次数: 0
Community Participation Trajectories over the 5 Years after Traumatic Brain Injury in Older Veterans: A U.S. Veterans Affairs Model Systems Study 老年退伍军人脑外伤后 5 年的社区参与轨迹:美国退伍军人事务模式系统研究
Pub Date : 2024-05-14 DOI: 10.3390/traumacare4020014
Stefan Vasic, Bridget Xia, Mia E. Dini, Daniel W. Klyce, Carmen M. Tyler, Shannon B. Juengst, Victoria Liou-Johnson, Kelli G. Talley, Kristen Dams-O’Connor, Raj G. Kumar, Umesh M. Venkatesan, Brittany Engelman, Paul B. Perrin
Background: Given the aging of the overall U.S. population, the resulting changes in healthcare needs especially among veterans, and the high prevalence of traumatic brain injury (TBI) among older adults, additional research is needed on community participation after TBI in older veterans. The current study examined predictors of community participation trajectories over the 5 years after TBI in veterans who were 55 years of age or older upon injury. Method: This study included data from 185 participants in the U.S. Department of Veterans Affairs TBI Model System national study who had sustained a TBI at age 55 or older and had completed at least one of each Participation Assessment with Recombined Tools-Objective (PART-O) subscale scores at one or more follow-up time points (1, 2, and 5 years post-TBI). Results: PART-O Productivity, Social, and Out and About scores remained constant over time. Lower PART-O Productivity trajectories were seen among participants who were unemployed at the time of injury (p = 0.023). Lower PART-O Social trajectories were seen among participants who had a lower education level (p = 0.021), were unmarried at injury (p < 0.001), and had private insurance coverage (p < 0.033). Conclusion: These findings add to the growing body of literature on TBI and community participation by focusing on an older adult veteran population. There is an urgency to understand the needs of this group, many of whom are aging with service-connected disabilities including TBI. Veterans with characteristics identified herein as being associated with lower community participation trajectories would be prime candidates for interventions that aim to increase community and social engagement after later-life TBI.
背景:鉴于美国总人口的老龄化、由此带来的医疗保健需求的变化(尤其是退伍军人)以及老年人中创伤性脑损伤(TBI)的高发率,我们需要对老年退伍军人 TBI 后的社区参与情况进行更多的研究。本研究考察了受伤时年龄在 55 岁或以上的退伍军人在创伤性脑损伤后 5 年内社区参与轨迹的预测因素。方法:本研究纳入了美国退伍军人事务部创伤性脑损伤模型系统国家研究中 185 名参与者的数据,这些参与者在 55 岁或以上时受到创伤性脑损伤,并在一个或多个随访时间点(创伤性脑损伤后 1 年、2 年和 5 年)完成了至少一项目标参与评估 (Participation Assessment with Recombined Tools-Objective, PART-O) 子量表评分。结果:随着时间的推移,PART-O 生产力、社交和外出活动得分保持不变。受伤时失业的参与者的 PART-O 生产力轨迹较低(p = 0.023)。受教育程度较低(p = 0.021)、受伤时未婚(p < 0.001)和有私人保险(p < 0.033)的参与者的 PART-O 社交能力轨迹较低。结论这些研究结果以老年退伍军人为研究对象,为越来越多关于创伤性脑损伤和社区参与的文献增添了新的内容。了解这一群体的需求迫在眉睫,因为他们中的许多人都是带着包括创伤性脑损伤在内的与服役有关的残疾进入老年的。具有本文所确定的与较低社区参与轨迹相关特征的退伍军人将是旨在增加晚年创伤性脑损伤后社区和社会参与的干预措施的主要候选者。
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引用次数: 0
A Network Analysis of Symptoms of Post-Traumatic Stress Disorder and Facets of Mindfulness 创伤后应激障碍症状与正念面貌的网络分析
Pub Date : 2024-05-08 DOI: 10.3390/traumacare4020013
Mikael Rubin
Post-traumatic Stress Disorder (PTSD) is a mental health concern impacting a large proportion of the population. There is a growing interest in mindfulness-based treatments for PTSD. However, some individuals with PTSD do not respond to treatment. Identifying factors that may provide a more precise treatment approach has the potential to enhance response. Network analysis is a data-driven methodology that has been used to suggest specific targets for treatment. To date, there has not been a network analysis examining the interrelation between PTSD symptoms and trait mindfulness. The current study is an exploratory analysis of N = 214 adults from a non-clinical sample who endorsed a Criterion A traumatic event and completed the PTSD Checklist for DSM-5 and the Five Facet Mindfulness Questionnaire. Both undirected and directed networks were generated to identify links between PTSD symptom clusters and the facets of mindfulness. Both networks highlighted the connection between the PTSD symptom cluster Alterations in Arousal and Reactivity and the Awareness facet of mindfulness; and the PTSD symptom cluster Negative Alterations in Cognitions and Mood with the Non-judging facet of mindfulness. Taken together, these findings provide further evidence that greater mindfulness is generally associated with lower PTSD symptoms. Importantly, the findings highlight Non-judgement and Awareness as facets that might warrant further investigation in the context of mindfulness-based treatment efforts for PTSD.
创伤后应激障碍(PTSD)是一种心理健康问题,影响着很大一部分人。人们对创伤后应激障碍的正念治疗越来越感兴趣。然而,有些创伤后应激障碍患者对治疗没有反应。找出可以提供更精确治疗方法的因素,有可能提高治疗效果。网络分析是一种数据驱动的方法,已被用于建议特定的治疗目标。迄今为止,还没有一项网络分析研究创伤后应激障碍症状与特质正念之间的相互关系。目前的研究是一项探索性分析,研究对象是非临床样本中的 N = 214 名成年人,他们认可标准 A 创伤事件,并完成了 DSM-5 PTSD 核对表和五面正念问卷。为了确定创伤后应激障碍症状群与正念的各个方面之间的联系,我们生成了无定向和有定向网络。这两个网络都强调了创伤后应激障碍症状群 "唤醒和反应性改变 "与正念的 "觉察 "面之间的联系,以及创伤后应激障碍症状群 "认知和情绪的负面改变 "与正念的 "不评判 "面之间的联系。综上所述,这些研究结果进一步证明,正念越强,创伤后应激障碍症状越轻。重要的是,这些研究结果强调了 "不做判断 "和 "觉察 "这两个方面,在以正念为基础的创伤后应激障碍治疗工作中,这两个方面可能值得进一步研究。
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引用次数: 0
Skin Substitutes: Filling the Gap in the Reconstructive Algorithm 皮肤替代品:填补重建算法中的空白
Pub Date : 2024-05-03 DOI: 10.3390/traumacare4020012
Pedro Fuenmayor, Gustavo Huaman, Karla Maita, Kelly Schwemmer, Wes Soliman, Sahar Abdelmoneim, Stephanie Pintos, Mark Dickinson, Edward Gonzalez, Ricardo Castrellon
Background: Skin substitutes play a crucial role in wound care by actively modulating the wound healing process, promoting angiogenesis, and protecting the integrity of the native extracellular matrix. Consequently, surgeons have increasingly recognized these resources as excellent complements to improve reconstructive outcomes. This review focuses on the author’s experience using these biomaterials in complex cases, highlighting the benefits they bring to patient care. Methods: A literature review was conducted to evaluate the regenerative properties of skin substitutes and their applicability in head and neck, upper and lower extremities, and trunk reconstruction. Results: The reviewed literature, along with the authors’ experience, supports the adjunct use of skin substitutes in various reconstructive situations. Combining them with skin grafts improves resulting skin quality and may also enhance donor site healing. They have proven to be effective in addressing chronic venous ulcers, traumatic wounds with limited donor tissues for coverage, extensive burns, diabetic foot ulcers, and oncological resections in the face and scalp. Furthermore, combining them with autologous tissue shows promising results in achieving stable closure. Conclusions: Incorporating skin substitutes in complex reconstructive scenarios offers multiple benefits. Their regenerative properties and ability to modulate the healing process contribute to enhanced outcomes and reduced overall costs.
背景:皮肤替代品能积极调节伤口愈合过程、促进血管生成并保护原生细胞外基质的完整性,在伤口护理中发挥着至关重要的作用。因此,外科医生越来越认识到这些资源是改善重建效果的绝佳补充。这篇综述主要介绍了作者在复杂病例中使用这些生物材料的经验,强调了它们为患者护理带来的益处。方法:通过文献综述评估皮肤替代物的再生特性及其在头颈部、上下肢和躯干重建中的适用性。结果:综述的文献以及作者的经验都支持在各种重建情况下辅助使用皮肤替代物。将皮肤替代品与植皮术结合使用可提高皮肤质量,还能促进供皮部位的愈合。事实证明,在处理慢性静脉溃疡、供体组织覆盖有限的创伤伤口、大面积烧伤、糖尿病足溃疡以及面部和头皮的肿瘤切除术等方面,皮肤替代物都是有效的。此外,将它们与自体组织相结合,在实现稳定闭合方面也显示出良好的效果。结论:在复杂的整形手术中使用皮肤替代品具有多种优势。它们的再生特性和调节愈合过程的能力有助于提高疗效和降低总体成本。
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引用次数: 0
Legal Interpretations of Trauma: The U.S. Circuit Court of Appeals and Gender-Based Asylum Claims 创伤的法律解释:美国巡回上诉法院与基于性别的庇护申请
Pub Date : 2024-04-16 DOI: 10.3390/traumacare4020011
Connie Oxford
This article is based on exploratory research on how the U.S. Circuit Court of Appeals uses the language of trauma in gender-based asylum claims. Gender-based asylum claims include female genital mutilation (FGM), coercive population control (CPC) in the form of forced abortions and forced sterilizations, rape, forced marriage, and domestic violence. The Circuit Courts have reviewed appeals from petitioners with asylum claims since 1946, yet the language of trauma did not appear in the Court’s decisions until 1983. From 1983 to 2023, only 385, 3.85% or less, of the over 10,000 asylum cases before the Circuit Courts used the language of trauma in its legal interpretation of persecution. I have identified 101 gender-based asylum cases that were reviewed by one of the eleven U.S. Circuit Court of Appeals that apply the language of trauma in its legal interpretation of persecution for this analysis. The research question guiding this study is: how does the U.S. Circuit Court of Appeals use the language of trauma when reviewing gender-based asylum cases? This study found that U.S. Circuit Courts use the language of trauma in four ways: precedent cases, policies and reports, physical trauma, and psychological trauma when reviewing gender-based asylum claims. This study provides the first data set of gender-based asylum claims under review at the U.S. Circuit Court of Appeals that use the language of trauma.
本文基于对美国巡回上诉法院如何在基于性别的庇护申请中使用创伤语言的探索性研究。基于性别的庇护申请包括切割女性生殖器官(FGM)、以强迫堕胎和强迫绝育为形式的强制人口控制(CPC)、强奸、强迫婚姻和家庭暴力。自 1946 年以来,巡回法院一直在审查提出庇护申请者的上诉,但直到 1983 年,法院的裁决中才出现 "创伤 "一词。从 1983 年到 2023 年,在巡回法院审理的 10,000 多件庇护案件中,只有 385 件(3.85% 或更少)在对迫害的法律解释中使用了 "创伤 "一词。我已经确定了 101 个基于性别的庇护案件,这些案件由美国 11 个巡回上诉法院中的一个进行审查,并在对迫害的法律解释中使用了创伤语言。指导本研究的研究问题是:美国巡回上诉法院在审查基于性别的庇护案件时如何使用创伤语言?本研究发现,美国巡回上诉法院在审查基于性别的庇护申请时,从四个方面使用了创伤语言:先例案例、政策和报告、身体创伤和心理创伤。本研究首次提供了美国巡回上诉法院在审查基于性别的庇护申请时使用创伤语言的数据集。
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引用次数: 0
Single-Dose First-Generation Cephalosporin for Extremity Gunshot Wounds Offers Sufficient Infection Prophylaxis 用于四肢枪伤的单剂量第一代头孢菌素可提供充分的感染预防措施
Pub Date : 2024-04-03 DOI: 10.3390/traumacare4020009
Shefali R. Bijwadia, Ilexa R. Flagstad, M. Sinkler, Samuel T. Davidson, Sandy Vang, Heather A. Vallier, Mai P. Nguyen
Antibiotic prophylaxis for extremity gunshot wounds (GSWs) is highly variable. The objective of the present study is to quantify the adherence rate to a protocol for single-dose cephalosporin prophylaxis for extremity GSWs and the impacts on post-injury infection rates. We reviewed patients presenting to a level 1 trauma center with an extremity gunshot wound between 2019 and 2021. Infection rates were compared for patients following the protocol or not, and for patients presenting before or after the protocol’s implementation. Overall, 94% of patients received antibiotic treatment at presentation, but only 34% followed the single-dose antibiotic protocol. The rate of protocol adherence increased from 15% to 39% after the protocol was implemented in the hospital in January 2020 (p = 0.081). Infection rates were not different before and after the protocol implementation (25% vs. 18%, p = 0.45). Infection rates were also not different between patients who did and did not follow the protocol (15% vs. 20%, p = 0.52). The implementation of a single-dose cephalosporin protocol increased adherence to the protocol in a level 1 trauma center without increasing infection rates. These findings support conservative treatment along with a single dose of first-generation cephalosporin antibiotic for uncomplicated extremity GSWs in order to decrease healthcare costs without compromising infection risk.
四肢枪伤(GSWs)的抗生素预防措施变化很大。本研究旨在量化四肢枪伤单剂量头孢菌素预防方案的依从率及其对伤后感染率的影响。我们回顾了 2019 年至 2021 年期间因四肢枪伤前往一级创伤中心就诊的患者。我们比较了患者是否按照方案治疗,以及方案实施前或实施后患者的感染率。总体而言,94% 的患者在就诊时接受了抗生素治疗,但只有 34% 的患者遵循了单剂量抗生素治疗方案。2020 年 1 月医院实施该方案后,方案遵守率从 15% 提高到 39%(p = 0.081)。协议实施前后的感染率没有差异(25% 对 18%,p = 0.45)。执行和未执行方案的患者感染率也无差异(15% 对 20%,p = 0.52)。在一级创伤中心,单剂量头孢菌素方案的实施提高了方案的依从性,但并未增加感染率。这些研究结果支持对无并发症的四肢GSW进行保守治疗,同时使用单剂量第一代头孢菌素抗生素,以降低医疗成本,同时不影响感染风险。
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引用次数: 0
Quality of Life in Posttraumatic Stress Disorder: The Role of Posttraumatic Anhedonia and Depressive Symptoms in a Treatment-Seeking Community Sample 创伤后应激障碍的生活质量:寻求治疗的社区样本中创伤后失乐症和抑郁症状的作用
Pub Date : 2024-03-20 DOI: 10.3390/traumacare4010008
Craig R. Miller, James E. McDonald, P. P. Grau, Chad T. Wetterneck
Posttraumatic stress disorder (PTSD) is associated with functional impairment and poor quality of life (QoL) across multiple domains, such as social functioning, occupational and educational attainment, physical health, and overall life satisfaction and wellbeing. Yet, there is limited evidence for which PTSD symptom clusters may be more strongly associated with functional impairment and decreased QoL. We used a seven-factor model of PTSD (re-experiencing, avoidance, negative alterations, anhedonia, externalizing, dysphoric arousal, and anxious arousal) to predict QoL using a latent regression model in a sample (N = 537) of adult patients participating in exposure-based PTSD partial hospitalization programs (PHP). QoL was measured by the Quality-of-Life Satisfaction Questionnaire—Short Form (Q-LES-Q-SF). Among posttraumatic symptoms, anhedonia emerged as the only significant predictor in the model (β = −8.60, SE = 3.02, p = 0.004), when controlling for depression scores. The overall model accounted for 40% of the variance in QoL. Depression was also significantly associated with QoL (β = −1.67, SE = 0.15, p < 0.001), controlling for PTSD symptoms. Our findings are congruent with prior research supporting the role of anhedonia and emotional numbing in functional impairment, yet differ in that other factors of PTSD (e.g., re-experiencing, avoidance, negative alterations) were not significant. Understanding which PTSD symptom clusters are more strongly associated with QoL may inform treatment approaches or allow clinicians to tailor treatments. We discuss implications for treatment and future research.
创伤后应激障碍(PTSD)与多个领域的功能障碍和生活质量(QoL)低下有关,如社会功能、职业和教育程度、身体健康以及整体生活满意度和幸福感。然而,关于哪些创伤后应激障碍症状群可能与功能障碍和生活质量下降有更密切的关系,目前的证据还很有限。我们使用创伤后应激障碍的七因素模型(再体验、回避、负性改变、失乐症、外化、焦虑性唤醒和焦虑性唤醒),通过潜回归模型对参加暴露型创伤后应激障碍部分住院治疗项目(PHP)的成年患者样本(N = 537)进行QoL预测。生活质量满意度问卷简表(Q-LES-Q-SF)对生活质量进行了测量。在创伤后症状中,当控制抑郁评分时,失乐症是模型中唯一显著的预测因子(β = -8.60,SE = 3.02,p = 0.004)。整个模型占 QoL 变异的 40%。在控制创伤后应激障碍症状的情况下,抑郁也与 QoL 显著相关(β = -1.67, SE = 0.15, p < 0.001)。我们的研究结果与之前支持失乐症和情感麻木在功能障碍中的作用的研究结果一致,但不同之处在于 PTSD 的其他因素(如再体验、回避、负性改变)并不显著。了解哪些创伤后应激障碍症状群与 QoL 的关系更密切,可以为治疗方法提供参考,或使临床医生能够量身定制治疗方案。我们将讨论对治疗和未来研究的影响。
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引用次数: 0
Pilot Study of a Resiliency Based and Trauma Informed Intervention for Veterans 退伍军人复原力和创伤干预试点研究
Pub Date : 2024-03-06 DOI: 10.3390/traumacare4010007
Kelly Baek, Kimberly R. Freeman, Sophia Truong, Christi Bell, Susanne B. Montgomery
Over 50% of the 21 million veterans in the U.S. with behavioral health challenges are not having their needs met due to stigma and other barriers to care. Resiliency-based models focused on strengthening protective factors to help individuals adapt to adversity in community-based settings, that can be delivered by trained lay persons, are emerging approaches to help address this issue. This longitudinal pilot study evaluated the impact of one such evidenced-based intervention, the Community Resiliency Model (CRM), on veterans’ behavioral health and daily functioning. A sample of 46 English-speaking, ethnically diverse veterans were recruited for this study. Repeated measure analyses showed that CRM skills significantly decreased distress and increased well-being. We also found strong short-term results for measures of daily functioning with a significant longer-term impact on participants’ ability to control their feelings of being ‘amped up’. Most (82%) participants maintained and continued to use the CRM skills daily to weekly and had very positive reactions to the program. Across our analyses, the results of this pilot study suggest that providing CRM trainings to veterans is a feasible, efficacious, and well-received approach to help address much-needed veteran behavioral health.
在美国 2100 万名有行为健康问题的退伍军人中,有超过 50% 的人由于耻辱感和其他护理障碍而无法满足他们的需求。基于复原力的模式侧重于加强保护性因素,以帮助个人在社区环境中适应逆境,可由受过培训的非专业人员提供,是帮助解决这一问题的新兴方法。这项纵向试点研究评估了社区复原力模式(CRM)这一基于证据的干预措施对退伍军人行为健康和日常功能的影响。这项研究招募了 46 名讲英语、种族多元化的退伍军人作为样本。重复测量分析表明,CRM 技能大大减少了困扰,提高了幸福感。我们还发现,对日常功能进行测量的短期效果很好,对参与者控制 "亢奋 "情绪的能力也有显著的长期影响。大多数参与者(82%)坚持每天至每周使用 CRM 技能,并对该计划有非常积极的反应。综合我们的分析,这项试点研究的结果表明,为退伍军人提供 CRM 培训是一种可行、有效且广受欢迎的方法,有助于解决退伍军人亟需的行为健康问题。
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引用次数: 0
A Mixed-Methods Exploration of Legal Vulnerability, Trauma, and Psychological Wellbeing in Immigrant Caregivers and Youth 对移民照顾者和青少年的法律脆弱性、心理创伤和心理健康的混合方法探索
Pub Date : 2024-03-03 DOI: 10.3390/traumacare4010006
Regina Roberg, Tamara Camargo, Amy K. Marks
(1) Background: Immigrant families in the U.S. face a myriad of migration-related stressors and trauma, and legal vulnerability can further compound such stressors, influencing both immigrant caregiver and child wellbeing. This study explored the relationships between legal vulnerability, trauma, and migration and their effects on caregiving, psychological distress, and resilience in immigrant families. (2) Methods: In total, 37 Latinx immigrant caregiver–child dyads from a community sample were interviewed and completed self-report measures on their experiences of migration, trauma, psychological functioning, and parent–child relationships. (3) Results: Using a community-based, sequential quantitative-qualitative design, person-centered analyses revealed two caregiver clusters: “Personalizing Stress” and “Meaning-making”. Exemplar case analyses characterized differences between clusters, particularly related to trauma symptoms, in which the “meaning-making” cluster endorsed higher levels of psychological functioning and wellbeing compared to the “personalizing stress” cluster, in which the process of creating meaning from adversity appeared to function as a resilience resource for the “meaning-making” cluster. While most indicators of caregiver–child wellbeing were not correlated, family legal vulnerability was strongly correlated with high resilience in children. (4) Conclusions: Clinicians should attend to the resilience resources that immigrant families from legally vulnerable communities utilize, including meaning-making.
(1) 背景:在美国的移民家庭面临着无数与移民相关的压力和创伤,而法律上的脆弱性会进一步加重这些压力,影响移民照顾者和儿童的福祉。本研究探讨了法律脆弱性、创伤和移民之间的关系,以及它们对移民家庭的照顾、心理困扰和复原力的影响。(2)方法:共对 37 个来自社区样本的拉丁裔移民照顾者-儿童二元组合进行了访谈,并完成了关于其移民经历、创伤、心理功能和亲子关系的自我报告测量。(3) 结果:以社区为基础,采用顺序定量-定性设计,以人为本的分析显示出两个照顾者群组:"个性化压力 "和 "意义建构"。示范案例分析显示了两个群组之间的差异,特别是与创伤症状有关的差异,其中 "创造意义 "群组与 "个人化压力 "群组相比,具有更高水平的心理功能和幸福感,其中从逆境中创造意义的过程似乎是 "创造意义 "群组的一种复原资源。虽然照顾者与儿童幸福感的大多数指标并不相关,但家庭法律脆弱性与儿童的高复原力密切相关。(4) 结论:临床医生应关注来自法律弱势社区的移民家庭所利用的抗逆力资源,包括意义建构。
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引用次数: 0
Machine Learning in Neuroimaging of Traumatic Brain Injury: Current Landscape, Research Gaps, and Future Directions 创伤性脑损伤神经影像学中的机器学习:当前形势、研究空白和未来方向
Pub Date : 2024-01-29 DOI: 10.3390/traumacare4010004
Kevin Pierre, Jordan Turetsky, Abheek G Raviprasad, Seyedeh Mehrsa Sadat Razavi, Michael Mathelier, Anjali Patel, Brandon Lucke-Wold
In this narrative review, we explore the evolving role of machine learning (ML) in the diagnosis, prognosis, and clinical management of traumatic brain injury (TBI). The increasing prevalence of TBI necessitates advanced techniques for timely and accurate diagnosis, and ML offers promising tools to meet this challenge. Current research predominantly focuses on integrating clinical data, patient demographics, lab results, and imaging findings, but there remains a gap in fully harnessing the potential of image features. While advancements have been made in areas such as subdural hematoma segmentation and prognosis prediction, the translation of these techniques into clinical practice is still in its infancy. This is further compounded by challenges related to data privacy, clinician trust, and the interoperability of various health systems. Despite these hurdles, FDA-approved ML applications for TBI and their subsequent promising results underscore the potential of ML in revolutionizing TBI care. This review concludes by emphasizing the importance of bridging the gap between theoretical research and real-world clinical application and the necessity of addressing the ethical and privacy implications of integrating ML into healthcare.
在这篇叙述性综述中,我们探讨了机器学习(ML)在创伤性脑损伤(TBI)的诊断、预后和临床管理中不断发展的作用。创伤性脑损伤的发病率越来越高,需要采用先进的技术进行及时准确的诊断,而机器学习为应对这一挑战提供了前景广阔的工具。目前的研究主要集中在整合临床数据、患者人口统计数据、实验室结果和成像结果,但在充分利用图像特征的潜力方面仍存在差距。虽然在硬膜下血肿分割和预后预测等领域取得了进展,但将这些技术转化为临床实践仍处于起步阶段。与数据隐私、临床医生信任度和各种医疗系统的互操作性有关的挑战进一步加剧了这一问题。尽管存在这些障碍,但经 FDA 批准用于创伤性脑损伤的人工智能应用及其随后取得的可喜成果凸显了人工智能在彻底改变创伤性脑损伤护理方面的潜力。本综述最后强调了弥合理论研究与实际临床应用之间差距的重要性,以及解决将 ML 融入医疗保健所涉及的伦理和隐私问题的必要性。
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Trauma Care
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