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Effect of the Transradial Approach on Wrist Function in Diagnostic Cerebral Angiography. 经桡动脉入路对诊断性脑血管造影腕功能的影响。
IF 2.7 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2026-01-20 DOI: 10.3390/healthcare14020254
Julian Kifmann, Michael Braun, Johannes Steinhart, Nico Sollmann, Christopher Kloth, Maria Pedro, Jens Dreyhaupt, Meinrad Beer, Bernd Schmitz, Johannes Rosskopf

Background: With increasing demand for ambulatory catheter angiography, interest in the transradial approach for diagnostic cerebral procedures has grown markedly. This study aimed to evaluate the effect of the transradial approach for catheter-based diagnostic cerebral procedures on wrist function. Methods: Wrist function was quantified by the Patient-Rated Wrist Evaluation (PRWE) questionnaire. The PRWE score ranged from 0 to 100, with 0 indicating no functional impairment. Association analyses with demographic and clinical parameters were performed using univariate logistic regression models. Results: A total of 88 patients underwent ambulatory diagnostic cerebral angiography during the 15-month observation period; of these, 40 (45%) participated in a telephone interview. Overall, 47.5% (n = 19) of patients reported no wrist impairment (PRWE = 0) after the transradial approach. The remaining 52.5% (n= 21) showed a mean PRWE score of 21.3 ± 22.5 (standard deviation), with a median value of 11.0 and a range from 1.0 to 87.0. Interestingly, univariate logistic regression models revealed a trend towards association between the dichotomized PRWE score and body mass index (p = 0.051). No associations were found with age, sex, prior neurosurgical status, total procedure duration, dose area product, fluoroscopy time, or dominant hand (p > 0.05). Conclusions: Following transradial cerebral catheter angiography, 52.5% of patients reported some degree of wrist impairment at follow-up; whether this represents procedure-related deterioration cannot be determined without baseline values.

背景:随着对动态导管血管造影需求的增加,对经桡动脉入路诊断脑部手术的兴趣显著增加。本研究旨在评估经桡动脉入路对基于导管的脑诊断手术腕功能的影响。方法:采用患者腕部评分(PRWE)问卷对腕部功能进行量化。PRWE评分范围从0到100,0表示没有功能障碍。使用单变量logistic回归模型进行与人口统计学和临床参数的关联分析。结果:在15个月的观察期内,共有88例患者接受了门诊诊断性脑血管造影;其中,40人(45%)参加了电话采访。总体而言,47.5% (n = 19)的患者经桡骨入路后无腕关节损伤(PRWE = 0)。其余52.5% (n= 21)患者的平均PRWE评分为21.3±22.5(标准差),中位数为11.0,评分范围为1.0 ~ 87.0。有趣的是,单变量逻辑回归模型显示,二分类PRWE评分与体重指数之间存在关联趋势(p = 0.051)。与年龄、性别、既往神经外科状态、总手术时间、剂量面积积、透视时间或优势手无关联(p < 0.05)。结论:经桡动脉脑导管血管造影后,52.5%的患者在随访中报告了不同程度的腕关节损伤;如果没有基线值,就不能确定这是否代表手术相关的恶化。
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引用次数: 0
Impact of Psychiatric Rehabilitation on Chronicity and Health Outcomes in Mental Disorders: A Quasi-Experimental Study. 精神康复对精神障碍患者慢性和健康结局的影响:一项准实验研究
IF 2.7 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2026-01-20 DOI: 10.3390/healthcare14020250
Marta Llorente-Alonso, Marta Tello Villamayor, Estela Marco Sainz, Pilar Barrio Íñigo, Lourdes Serrano Matamoros, Irais Esther García Villalobos, Irene Cuesta Matía, Andrea Martínez Abella, María José Velasco Gamarra, María Nélida Castillo Antón, María Concepción Sanz García

Background/Objectives: People suffering from mental illnesses are more likely to experience adverse social and health outcomes. Various interventions have been shown to help people with mental illness achieve better results in terms of symptom reduction, functional status, and quality of life. Psychiatric rehabilitation interventions integrate evidence-based practices, promising approaches, and emerging methods that can be effectively implemented to enhance health outcomes in this population. This study aims to examine whether the rehabilitative treatment provided to a group of patients with mental illness leads to improvements in health outcomes and psychiatric symptomatology. Methods: This study employed a retrospective quasi-experimental design. Data were collected between 2023 and 2025 within the Partial Hospitalization Program of the Psychiatry and Mental Health Service of Soria (Spain). The sample consisted of 58 participants who received rehabilitative treatment in this setting. Data were collected at the time of patients' admission and at discharge. Gender, age, psychiatric diagnosis according to ICD-10, and the average length of stay in the rehabilitation program were assessed. The questionnaires administered were psychometrically validated scales related to heteroaggressiveness, perceived quality of life, global functioning, attitudes toward medication, and the risk of suicide. Results: A significant improvement was observed in the Global Assessment of Functioning (GAF) Scale (t = -7.1, p < 0.001), with mean scores increasing from 42.17 at admission to 69.13 at discharge. Additionally, reductions in suicidal risk and hetero-aggressive behavior were noted, alongside improvements in quality of life and treatment adherence. Conclusions: The findings highlight the effectiveness of implementing activities and programs focused on psychiatric rehabilitation processes to promote positive health outcomes. Future research directions and practical implications are discussed to support the continued development and optimization of psychiatric rehabilitation programs.

背景/目的:患有精神疾病的人更有可能经历不利的社会和健康后果。各种干预措施已被证明可以帮助精神疾病患者在减轻症状、功能状态和生活质量方面取得更好的结果。精神病康复干预综合了循证实践、有希望的方法和新兴方法,这些方法可以有效地实施,以提高这一人群的健康结果。本研究旨在探讨对一组精神疾病患者进行康复治疗是否会导致健康结果和精神症状的改善。方法:采用回顾性准实验设计。数据收集于2023年至2025年,是在索利亚精神病学和精神卫生服务部分住院方案(西班牙)范围内进行的。样本包括58名在此环境中接受康复治疗的参与者。在患者入院和出院时收集数据。评估性别、年龄、根据ICD-10进行的精神诊断以及在康复计划中的平均停留时间。问卷调查采用心理测量学验证的量表,涉及异性攻击、感知生活质量、全球功能、对药物的态度和自杀风险。结果:总体功能评估(GAF)量表有显著改善(t = -7.1, p < 0.001),平均得分从入院时的42.17分增加到出院时的69.13分。此外,自杀风险和异性攻击行为的减少,以及生活质量和治疗依从性的改善也得到了注意。结论:研究结果强调了实施精神康复过程的活动和计划的有效性,以促进积极的健康结果。讨论了未来的研究方向和实践意义,以支持精神病学康复项目的持续发展和优化。
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引用次数: 0
Family Dialogues on Sexuality: A Contingential Analysis of Gender, Care, and Mother-Adolescent Children Communication. 关于性的家庭对话:性别、关怀和母亲-青少年儿童交流的偶然分析。
IF 2.7 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2026-01-20 DOI: 10.3390/healthcare14020251
Angel de Jesús Angulo Moreno, Abner Daniel Ramírez Arzate, María Dolores Aragón Robles Linares

From an interbehavioral and contingential perspective, family dialogues about sexuality are understood as patterns of verbal interaction regulated by social, gender, and caregiving contingencies rather than as individual attitudes or intentions. Background: This study analyzes the functional conditions under which family dialogues about sexuality occur between mothers and their adolescent sons and daughters, considering caregiving roles and gender norms that regulate these interactions. The research aimed to identify the functional relations between communicative practices and the social contingencies that maintain or inhibit them. Methods: A qualitative approach grounded in interbehavioral psychology was employed, using semistructured interviews with 40 mothers of students from a public middle school in Puebla, Mexico. Data were analyzed through contingency analysis, distinguishing micro- and macrocontingential systems related to family sexual education. Results: Results show that, although patterns of avoidance and discourse displacement toward schools or peers persist, families exhibit increasing openness toward comprehensive sexuality education and recognize its preventive value against violence, adolescent pregnancy, and misinformation. Functional delegation and adolescent mediation of dialogue were identified, along with emerging inclusive macrocontingencies linked to the acceptance of diverse families and LGBTIQ+ themes. Conclusions: It is concluded that households function as self-regulated interbehavioral systems in which historical and gender contingencies restrict sexual dialogue, yet gradual functional changes toward respect, inclusion, and shared educational responsibility are observed.

从相互行为和偶然的角度来看,关于性的家庭对话被理解为受社会、性别和照顾偶然因素调节的语言互动模式,而不是个人态度或意图。背景:本研究分析了母亲与青春期的儿子和女儿之间的家庭性对话的功能条件,并考虑了调节这些互动的照顾角色和性别规范。本研究旨在确定交际实践与维持或抑制交际实践的社会偶然事件之间的功能关系。方法:采用基于交互行为心理学的定性方法,对墨西哥普埃布拉一所公立中学的40名学生母亲进行了半结构化访谈。通过权变分析对数据进行分析,区分与家庭性教育相关的微观和宏观的权变系统。结果:结果表明,尽管对学校或同龄人的回避和话语转移模式仍然存在,但家庭对全面的性教育表现出越来越开放的态度,并认识到它对暴力、青少年怀孕和错误信息的预防价值。确定了职能代表团和青少年对话调解,以及与接受不同家庭和LGBTIQ+主题相关的新兴包容性宏观突发事件。结论:家庭是一种自我调节的相互行为系统,其中历史和性别偶然性限制了性对话,但在尊重、包容和共同教育责任方面的功能变化是渐进的。
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引用次数: 0
Enhancing Performance and Quality of Life in Lower Limb Amputees: Physical Activity, a Valuable Tool-A Scoping Review. 提高下肢截肢者的表现和生活质量:体育活动,一个有价值的工具-范围综述。
IF 2.7 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2026-01-20 DOI: 10.3390/healthcare14020253
Federica Delbello, Leonardo Zullo, Andrea Giacomini, Emiliana Bizzarini

Background/objectives: Lower limb amputation (LLA) negatively affects the physical and psychological health of individuals, leading to a lower quality of life and sedentary lifestyle. The objective of this scoping review is to search for evidence regarding physical activity interventions in individuals with LLA, investigating improvements in specific outcomes related to quality of life and performance.

Methods: PRISMA guidelines-extension for scoping reviews-were used to structure the study. The research was conducted between 26 July 2023 and 30 September 2023; it was structured by defining two PICO questions (P = amputation, I = physical exercise, O1 = quality of life, and O2 = performance) through Pubmed, Cochrane, and Pedro databases. The study included subjects with LLA of any etiology, in prosthetic or pre-prosthetic phase, practicing non-competitive physical activity. The results were then subjected to both qualitative and quantitative analysis.

Results: Of the 615 studies identified, 18 were included in the review. They consisted of 6 systematic reviews (SR), 5 RCTs, 4 case-control studies, 1 case report (CR), and 2 cross-sectional (CS). Physical activity (PA) interventions were extremely heterogeneous and were, therefore, categorized into 6 modalities: surveys were the most reported strategies (57%), followed by personalized training (23%), strength training (13%), endurance training (13%), combined training (2%), and gait training (5%). Due to the heterogeneity of the studies, the variety of interventions proposed and the different outcomes registered, there is no evidence that one approach is more effective than another, while each group showed benefits on different specific outcomes. In total, five outcome categories were identified: quality of life was the most frequently analysed (42%), followed by cardiovascular fitness (20%), muscular fitness (14%), gait parameters (13%), functionality and disability (11%).

Conclusions: PA represents a valuable strategy for improving performance and quality of life in individuals with LLA, offering a variety of interventions. Although there is no evidence that one strategy is better than the others, each activity has proven to be effective on specific outcomes, therefore, the choice must depend on the patient's necessities. The preferred option should be the personalization of the training according to individual needs, coupled with long-term planning and remote monitoring. Creating meeting places and supporting occasions for sports activities could be a valid option. Further research could help to clarify the benefits of such interventions and enhance the understanding of how to optimize the management of LLA patients.

背景/目的:下肢截肢(LLA)对个体的身心健康产生负面影响,导致生活质量下降和久坐不动的生活方式。本综述的目的是寻找有关LLA患者身体活动干预的证据,调查与生活质量和表现相关的特定结果的改善。方法:采用PRISMA指南-范围审查的扩展-来构建研究。该研究于2023年7月26日至2023年9月30日进行;通过Pubmed、Cochrane和Pedro数据库定义了两个PICO问题(P =截肢,I =体育锻炼,O1 =生活质量,O2 =表现)。该研究包括任何病因的LLA受试者,在假体或假体前期,进行非竞争性体育活动。然后对结果进行定性和定量分析。结果:在确定的615项研究中,18项纳入了本综述。它们包括6项系统评价(SR)、5项随机对照试验(rct)、4项病例对照研究、1项病例报告(CR)和2项横断面研究(CS)。体育活动(PA)干预是非常多样化的,因此被分为6种方式:调查是报道最多的策略(57%),其次是个性化训练(23%),力量训练(13%),耐力训练(13%),联合训练(2%)和步态训练(5%)。由于研究的异质性、提出的干预措施的多样性和记录的不同结果,没有证据表明一种方法比另一种方法更有效,而每一组在不同的特定结果上显示出益处。总共确定了五个结果类别:最常分析的是生活质量(42%),其次是心血管健康(20%)、肌肉健康(14%)、步态参数(13%)、功能和残疾(11%)。结论:PA为改善LLA患者的表现和生活质量提供了一种有价值的策略,提供了多种干预措施。虽然没有证据表明一种策略比其他策略更好,但每种活动都被证明对特定结果有效,因此,选择必须取决于患者的需要。优先的选择应该是根据个人需要进行个性化培训,同时进行长期规划和远程监测。为体育活动创造会议场所和辅助场所可能是一个有效的选择。进一步的研究将有助于阐明这些干预措施的益处,并加强对如何优化LLA患者管理的理解。
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引用次数: 0
Lived Experiences of Social Isolation and Meaningful Relationships Among Older Adults Living with HIV with a Concurrent Mental Health Diagnosis: A Heideggerian Phenomenological Approach. 生活经验的社会孤立和有意义的关系在老年艾滋病毒感染者与并发的心理健康诊断:一个海德格尔现象学方法。
IF 2.7 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2026-01-20 DOI: 10.3390/healthcare14020257
Kristina M Kokorelias, Dean Valentine, Andrew D Eaton, Sarah E P Munce, Christine L Sheppard, Sander L Hitzig, Marina B Wasilewski, Alice Zhabokritsky, Reham Abdelhalim, Laura Jamieson, Maurita T Harris, Luxey Sirisegaram

Background/Objectives: Meaningful social connections are critical for well-being in later life, yet older adults living with HIV frequently experience social isolation and loneliness, compounded by stigma, mental health conditions, and systemic inequities. This study aimed to explore how older adults living with HIV and a concurrent mental health diagnosis experience social isolation and cultivate meaningful relationships, situating these experiences within Social Convoy Theory. Methods: Using a Heideggerian phenomenological approach, we conducted in-depth, semi-structured interviews with 33 adults aged 50 and older in Ontario, Canada, who self-identified as living with HIV and a diagnosed mental health condition. Participants were recruited through community-engaged strategies and snowball sampling. Data were analyzed iteratively, combining descriptive and interpretive coding to identify patterns in social isolation, relational meaning, and the influence of intersecting social, structural, and health determinants. Results: Participants described social isolation as both a physical and existential experience, influenced by stigma, mental health challenges, and contextual factors such as urban versus rural settings. Meaningful relationships were characterized by authenticity, trust, emotional safety, and reciprocity, often formed within peer networks sharing similar lived experiences. Community engagement and virtual platforms facilitated connection, while rural or suburban environments often intensified isolation. Relationships providing validation, agency, and continuity of experience were particularly impactful on participants' well-being. Conclusions: Social isolation among older adults living with HIV and mental health conditions extends beyond objective network measures to include emotional and identity-related dimensions. Interventions should prioritize affirming, context-sensitive spaces that support disclosure, trust, and reciprocal relationships, recognizing the nuanced needs of this population for both social and existential connectedness.

背景/目的:有意义的社会联系对晚年生活的幸福至关重要,但感染艾滋病毒的老年人经常遭受社会孤立和孤独,加上耻辱、精神健康状况和系统性不平等。本研究旨在探讨老年艾滋病毒感染者和同时患有心理健康诊断的老年人如何经历社会孤立并培养有意义的关系,并将这些经历置于社会护航理论中。方法:采用海德格尔现象学方法,我们对加拿大安大略省33名50岁及以上的成年人进行了深入的半结构化访谈,这些成年人自认为感染了艾滋病毒并被诊断为精神健康状况。参与者通过社区参与策略和滚雪球抽样招募。对数据进行迭代分析,结合描述性和解释性编码来确定社会隔离、关系意义以及交叉的社会、结构和健康决定因素的影响模式。结果:参与者将社会隔离描述为一种身体和存在的体验,受耻辱、心理健康挑战和城市与农村环境等环境因素的影响。有意义的关系以真实性、信任、情感安全和互惠为特征,通常是在分享相似生活经历的同伴网络中形成的。社区参与和虚拟平台促进了联系,而农村或郊区环境往往加剧了隔离。提供验证、代理和经验连续性的关系对参与者的幸福感特别有影响。结论:患有艾滋病毒和精神健康状况的老年人的社会孤立超出了客观的网络测量,包括情感和身份相关维度。干预措施应优先考虑支持披露、信任和互惠关系的肯定的、对环境敏感的空间,认识到这一人群对社会和存在联系的细微需求。
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引用次数: 0
Short-Term Inspiratory Muscle Training Enhances Functional and Metabolic Health in Older Adults. 短期吸气肌训练提高老年人的功能和代谢健康。
IF 2.7 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2026-01-19 DOI: 10.3390/healthcare14020249
Erkan Konca, Coşkun Yılmaz, Serdar Bayrakdaroğlu, Halil İbrahim Ceylan, Ayla Arslan, Hakan Ocak, İzzet Karakulak, Rifat Sarı, Recep Nur Uzun, Hakan Hüseyin Soylu, Levent Ceylan, Raul Ioan Muntean

Background: Age-related declines in respiratory muscle strength and ventilatory efficiency can impair functional capacity and metabolic health in older adults. Inspiratory muscle training (IMT) has been proposed as a practical intervention to counteract these changes, yet its systemic effects remain unclear. This study aimed to examine the effects of short-term IMT on functional capacity, diaphragm thickness, and liver tissue characteristics in healthy elderly men. Methods: Thirty community-dwelling men aged 60-80 years were randomly assigned to an IMT or control group. The IMT group performed four weeks of breathing exercises using a POWERbreathe® device at 40% of maximal inspiratory pressure, with a weekly 10% increase in pressure. Pre- and post-intervention assessments included the six-minute walk test (6MWT), diaphragm thickness and liver density via computed tomography, and quality of life (QoL; SF-12). Results: Four weeks of inspiratory muscle training significantly improved diaphragm thickness (11.7%), fatty liver density (FLD) (+16.7%), and six-minute walk performance (+5.3%), with large time × group effects favoring the IMT group. While the physical quality of life showed modest, comparable improvements, mental health outcomes demonstrated a moderate, time-dependent improvement without a significant group-by-time interaction. Conclusions: Short-term IMT improved diaphragmatic function and functional capacity in older men and was associated with favorable changes in a liver-related biomarker; however, given that only a single liver-related metric was assessed, these findings should not be interpreted as evidence of overall improvements in liver health.

背景:与年龄相关的呼吸肌力量和通气效率下降可损害老年人的功能能力和代谢健康。吸气肌训练(IMT)已被提出作为一种实际的干预措施来抵消这些变化,但其系统性影响尚不清楚。本研究旨在探讨短期IMT对健康老年男性功能容量、膈膜厚度和肝组织特征的影响。方法:30名60-80岁的社区居住男性随机分为IMT组和对照组。IMT组使用POWERbreathe®装置在最大吸气压力的40%下进行四周的呼吸练习,每周增加10%的压力。干预前和干预后评估包括6分钟步行测试(6MWT)、横膈膜厚度和肝脏密度(通过计算机断层扫描)以及生活质量(QoL; SF-12)。结果:四周的吸气肌训练显著改善膈肌厚度(11.7%)、脂肪肝密度(FLD)(+16.7%)和6分钟步行表现(+5.3%),且IMT组有较大的时间×组效应。虽然身体生活质量显示出适度的、可比的改善,但心理健康结果显示出适度的、依赖于时间的改善,没有显著的群体时间互动。结论:短期IMT可改善老年男性的膈功能和功能容量,并与肝脏相关生物标志物的有利变化相关;然而,鉴于仅评估了单一的肝脏相关指标,这些发现不应被解释为肝脏健康总体改善的证据。
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引用次数: 0
Enhancing Multidimensional Health Benefits Through the Use of Mobile Leisure Application. 通过使用移动休闲应用程序增强多维健康效益。
IF 2.7 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2026-01-19 DOI: 10.3390/healthcare14020246
Jae Hyung Park, Chul Won Lee, Chanwook Do

Background/Objectives: Smartphone-based leisure reservation platforms increasingly shape how individuals participate in leisure, yet little is known about how such technology-mediated engagement influences users' awareness of multidimensional health benefits. The purpose of this study is to investigate how regular users of smartphone-based leisure reservation platforms perceive multidimensional health benefits associated with their leisure activities. Methods: Based on a constructivist/interpretivist approach, this study applied Interpretative Phenomenological Analysis (IPA). Ten participants with at least one year of platform use completed semi-structured interviews. Data were analyzed through iterative coding and theme development, with trustworthiness ensured through member checking, peer debriefing, and triangulation. Results: Participants reported three dimensions of health awareness. (1) App-enabled accessibility as a catalyst for physical health awareness (i.e., physical health benefits) included improved vitality and increased motivation to maintain exercise routines. (2) App-based planning and anticipation in supporting mental well-being (i.e., mental health benefits) involved stress reduction, emotional recovery, enjoyment, and heightened self-care awareness. (3) Platform-mediated social encounters and the construction of social health (i.e., social health benefits) reflected expanded social networks, strengthened interpersonal relationships, and a greater sense of belonging fostered through shared leisure experiences. Conclusions: Smartphone-based leisure platforms play a meaningful role in enhancing users' awareness of multidimensional health benefits. By improving accessibility, diversifying leisure options, and facilitating social interaction, these platforms support holistic well-being. The findings contribute to understanding technology-mediated leisure and offer practical implications for designing digital leisure services that promote physical, mental, and social health.

背景/目的:基于智能手机的休闲预订平台越来越多地影响个人参与休闲的方式,但人们对这种技术介导的参与如何影响用户对多维健康益处的认识知之甚少。本研究的目的是调查基于智能手机的休闲预订平台的常规用户如何感知与他们的休闲活动相关的多维健康益处。方法:本研究基于建构主义/解释主义的研究方法,运用解释现象学分析(Interpretative Phenomenological Analysis, IPA)。10名使用平台至少一年的参与者完成了半结构化访谈。数据通过迭代编码和主题开发进行分析,通过成员检查、同行汇报和三角测量确保可信度。结果:参与者报告了健康意识的三个维度。(1)应用程序支持的可访问性作为身体健康意识(即身体健康益处)的催化剂,包括改善活力和增加保持锻炼习惯的动力。(2)基于app的心理健康(即心理健康效益)支持计划和预期包括减压、情绪恢复、享受和提高自我保健意识。(3)平台介导的社交接触和社会健康的构建(即社会健康效益)反映了社交网络的扩大、人际关系的加强以及通过共享休闲体验培养的更大归属感。结论:基于智能手机的休闲平台在提升用户多维健康效益意识方面具有重要作用。通过改善可达性,多样化休闲选择,促进社会互动,这些平台支持整体福祉。研究结果有助于理解以技术为媒介的休闲,并为设计促进身体、心理和社会健康的数字休闲服务提供实际意义。
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引用次数: 0
A Cross-Sectional Assessment of Quality of Life Among Healthcare Professionals in North-Central Saudi Arabia: Implications for Workforce Well-Being and Policy Development. 沙特阿拉伯中北部医疗保健专业人员生活质量的横断面评估:对劳动力福利和政策发展的影响。
IF 2.7 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2026-01-19 DOI: 10.3390/healthcare14020243
Ahmad Homoud Al-Hazmi, Fahad Tulayhan M Alshammari, Ibtisam Qazi, Bashayer Farhan ALruwaili, Doaa Mazen Abdel-Salam, Ashokkumar Thirunavukkarasu

Background and Objectives: Quality of life (QoL) among healthcare professionals (HCPs) is a critical determinant of workforce performance and patient care. Therefore, the present study aimed to assess QoL and its determinants among HCPs in the Hail region, Saudi Arabia. Methods: In this cross-sectional study, data were collected from 388 HCPs from multiple healthcare facilities using the WHOQOL-BREF questionnaire. The survey was conducted from August 2025 to October 2025. Convenience sampling was used, and QoL domain scores were calculated according to WHO guidelines. We applied Spearman's correlation test to assess correlations across domains and logistic regression to identify factors associated with individual and overall QoL. Results: Among the HCPs studied, overall QoL had a median score of 80, while the physical, psychological, social, and environmental domains showed moderate scores with considerable variability. We found a significant positive correlation between the various QoL domains (p = 0.001). Non-Saudi nationals (p = 0.010) and participants with chronic diseases (p = 0.032) reported significantly lower overall QoL. Furthermore, age group, work experience, HCPs category, work setting, nationality, and the presence of chronic disease were significant predictors across multiple QoL domains. Conclusions: The findings highlight the need for targeted workplace and health support interventions to manage the mental and physical health of HCPs, particularly for non-Saudi HCPs and those with chronic conditions, through tailored training, education, and lifestyle-based support programs.

背景和目的:医疗保健专业人员(HCPs)的生活质量(QoL)是劳动力绩效和患者护理的关键决定因素。因此,本研究旨在评估沙特阿拉伯Hail地区HCPs的生活质量及其决定因素。方法:在这项横断面研究中,使用WHOQOL-BREF问卷从多家医疗机构的388名HCPs收集数据。该调查于2025年8月至2025年10月进行。采用方便抽样,根据WHO指南计算生活质量域评分。我们采用Spearman相关检验来评估跨领域的相关性,并采用逻辑回归来确定与个人和整体生活质量相关的因素。结果:在研究的hcp中,总体生活质量的中位数得分为80分,而身体,心理,社会和环境领域的得分为中等,差异较大。我们发现各种生活质量域之间存在显著的正相关(p = 0.001)。非沙特国民(p = 0.010)和患有慢性病的参与者(p = 0.032)报告的总体生活质量明显较低。此外,年龄、工作经验、HCPs类别、工作环境、国籍和慢性疾病的存在是多个QoL域的显著预测因子。结论:研究结果强调需要有针对性的工作场所和健康支持干预措施,通过量身定制的培训、教育和基于生活方式的支持计划来管理医务人员的身心健康,特别是对非沙特医务人员和慢性病患者。
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引用次数: 0
Proof-of-Concept Machine Learning Framework for Arboviral Disease Classification Using Literature-Derived Synthetic Data: Methodological Development Preceding Clinical Validation. 使用文献衍生的合成数据进行虫媒病毒疾病分类的概念验证机器学习框架:临床验证之前的方法学发展。
IF 2.7 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2026-01-19 DOI: 10.3390/healthcare14020247
Elí Cruz-Parada, Guillermina Vivar-Estudillo, Laura Pérez-Campos Mayoral, María Teresa Hernández-Huerta, Alma Dolores Pérez-Santiago, Carlos Romero-Diaz, Eduardo Pérez-Campos Mayoral, Iván A García Montalvo, Lucia Martínez-Martínez, Héctor Martínez-Ruiz, Idarh Matadamas, Miriam Emily Avendaño-Villegas, Margarito Martínez Cruz, Hector Alejandro Cabrera-Fuentes, Aldo-Eleazar Pérez-Ramos, Eduardo Lorenzo Pérez-Campos, Carlos Mauricio Lastre-Domínguez

Background/Objectives: Arboviral diseases share common vectors, geographic distribution, and symptoms. Developing Machine Learning diagnostic tools for co-circulating arboviral diseases faces data-scarcity challenges. This study aimed to demonstrate that proof of concept using synthetic data can establish computational feasibility and guide future real-world validation efforts. Methods: We assembled a synthetic dataset of 28,000 records, with 7000 for each disease-Dengue, Zika, and Chikungunya-plus Influenza as a negative control. These records were obtained from the existing literature. A binary matrix with 67 symptoms was created for detailed statistical analysis using Odds Ratios, Chi-Square, and symptom-specific conditional prevalence to validate the clinical relevance of the simulated data. This dataset was used to train and evaluate various algorithms, including Multi-Layer Perceptron (MLP), Narrow Neural Network (NN), Quadratic Support Vector Machine (QSVM), and Bagged Tree (BT), employing multiple performance metrics: accuracy, precision, sensitivity, specificity, F1-score, AUC-ROC, and Cohen's kappa coefficient. Results: The dataset aligns with the PAHO guidelines. Similar findings are observed in other arboviral databases, confirming the validity of the synthetic dataset. A notable performance across all evaluated metrics was observed. The NN model achieved an overall accuracy of 0.92 and an AUC above 0.98, with precision, sensitivity, and specificity values exceeding 0.85, and an average Uniform Cohen's Kappa of 0.89, highlighting its ability to reliably distinguish between Dengue and Influenza, with a slight decrease between Zika and Chikungunya. Conclusions: These models could accelerate early diagnosis of arboviral diseases by leveraging encoded symptom features for Machine Learning and Deep Learning approaches, serving as a support tool in regions with limited healthcare access without replacing clinical medical expertise.

背景/目的:虫媒病毒性疾病具有共同的媒介、地理分布和症状。开发用于共循环虫媒病毒性疾病的机器学习诊断工具面临数据短缺的挑战。本研究旨在证明,使用合成数据的概念验证可以建立计算可行性,并指导未来的现实验证工作。方法:我们收集了一个包含28,000条记录的合成数据集,每种疾病各有7000条记录——登革热、寨卡病毒和基孔肯雅热,并将流感作为阴性对照。这些记录是从现有文献中获得的。创建了包含67种症状的二元矩阵,使用比值比、卡方和症状特异性条件患病率进行详细的统计分析,以验证模拟数据的临床相关性。该数据集用于训练和评估各种算法,包括多层感知器(MLP)、窄神经网络(NN)、二次支持向量机(QSVM)和袋树(BT),采用多个性能指标:准确性、精密度、灵敏度、特异性、f1评分、AUC-ROC和科恩卡帕系数。结果:数据集与泛美卫生组织指南一致。在其他虫媒病毒数据库中也观察到类似的发现,证实了合成数据集的有效性。在所有评估指标中观察到显著的性能。该NN模型的总体准确率为0.92,AUC高于0.98,精度、灵敏度和特异性值均超过0.85,平均Uniform Cohen’s Kappa为0.89,突出了其可靠区分登革热和流感的能力,Zika和基孔肯雅热的能力略有下降。结论:这些模型可以通过利用机器学习和深度学习方法的编码症状特征来加速虫媒病毒性疾病的早期诊断,在医疗保健服务有限的地区作为一种支持工具,而无需替代临床医学专业知识。
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引用次数: 0
AI-Enhanced Qualitative Analysis in Healthcare: Unlocking Insight from Interviews of Leadership at Top-Performing Academic Medical Centers. 医疗保健中人工智能增强的定性分析:从顶级学术医疗中心的领导访谈中解锁洞察力。
IF 2.7 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2026-01-19 DOI: 10.3390/healthcare14020248
Triss Ashton, Seth Chatfield

Background/Objectives: Vast amounts of textual data are generated by healthcare organizations every year. Traditional content analysis is time-intensive, error-prone, and potentially biased. This study demonstrates how freely available large language model (LLM) artificial intelligence (AI) tools can efficiently and effectively analyze qualitative healthcare data and uncover insights missed by traditional manual analysis. Interview data from chief nursing officers (CNOs) at top-performing academic medical centers were analyzed to identify factors contributing to their operational and patient quality success. Methods: Semi-structured interviews were conducted with CNOs from top-performing academic medical centers that achieved top-decile quality measures while using resources most efficiently. Interview transcripts were analyzed using a mix of traditional text mining in LSA and Gemini 2.5. The capability of four freely available AI platforms-Gemini 2.5, Scholar AI 5.1, Copilot's Chat, and Claude's Sonnet 4.5-was also reviewed. Results: LLM AI analysis identified ten primary factors, comprising twenty-four subtopics, that characterized successful hospital performance. Notably, AI analysis identified a theoretical connection that manual analysis had missed, revealing how the identified framework aligned with Donabedian's seminal structure, process, outcomes quality model. The AI analysis reduced the required time from weeks to nearly instantaneous. Conclusions: LLM AI tools offer a transformative approach to unlocking insight from the analysis of qualitative textual data in healthcare settings. These tools can provide rapid insight that is accessible to personnel with minimal text-mining expertise and offer a practical solution for healthcare organizations to unlock insight hidden in the vast amounts of textual data they hold.

背景/目的:医疗保健组织每年都会生成大量文本数据。传统的内容分析耗时长,容易出错,而且有潜在的偏见。本研究展示了免费的大型语言模型(LLM)人工智能(AI)工具如何高效、有效地分析定性医疗保健数据,并发现传统手工分析遗漏的见解。本文分析了顶尖学术医疗中心首席护理官(CNOs)的访谈数据,以确定影响其手术和患者质量成功的因素。方法:采用半结构化访谈的方法,对在资源利用效率最高的情况下达到前十分之一质量指标的顶级学术医疗中心的CNOs进行访谈。使用LSA和Gemini 2.5中的传统文本挖掘混合分析访谈记录。还对四个免费的人工智能平台(gemini 2.5、Scholar AI 5.1、Copilot’s Chat和Claude’s Sonnet 4.5)的能力进行了评估。结果:LLM人工智能分析确定了10个主要因素,包括24个子主题,表征成功的医院绩效。值得注意的是,人工智能分析确定了人工分析遗漏的理论联系,揭示了已确定的框架如何与Donabedian的开创性结构、过程、结果质量模型保持一致。人工智能分析将所需的时间从几周缩短到几乎瞬间。结论:LLM人工智能工具提供了一种变革性的方法,可以从医疗保健环境中的定性文本数据分析中获得洞察力。这些工具可以提供快速的洞察,即使是具有最少文本挖掘专业知识的人员也可以访问这些洞察,并为医疗保健组织提供实用的解决方案,以解锁隐藏在其持有的大量文本数据中的洞察。
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引用次数: 0
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