work-related stress

与工作相关的压力
  • 文章类型: Journal Article
    长期高水平的压力对身心健康的不利影响是公认的。在医生中,应激水平升高的影响超过个体水平,包括治疗错误和医患关系质量下降.呼吸和基于正念的练习已被证明可以减轻压力,并且可以作为医生中立即和易于实施的抗压力干预措施。由于它们对压力影响的异质性,在一系列N-of-1试验中,我们旨在评估对德国住院医师的日常感知压力水平进行基于短期每日呼吸或基于正念的干预的干预效果.
    研究参与者将在两个短期干预之间进行选择,箱式呼吸,和一个指导更复杂的基于正念的呼吸练习。每个参与者随后将被随机分配到一系列为期1周的干预(A)和对照(B,日常生活)阶段。每个N-of-1试验由两个为期两周的周期(AB或BA)组成,导致总试验持续时间为4周(ABAB或BABA)。感知到的压力水平将通过参与者的智能手机上的StudyU应用程序每天进行评估。此外,参与者将被要求在基线和完成研究三个月后填写一份问卷,其中包含有关参与者基本特征的问题,生活方式因素,个人生活情况,并验证了心理问卷。干预效果将通过贝叶斯多水平随机效应模型在个体和群体水平上进行估计。
    这项研究有助于开发短期解决方案,以减少居住医生与工作相关的压力。由于治疗错误的减少和医患关系的质量的提高,预计这将使个人受益并提高整体医疗保健的质量。
    ClinicalTrials.gov,标识符NCT05745545。
    UNASSIGNED: Adverse effects of chronically high levels of stress on physical and mental health are well established. In physicians, the effects of elevated stress levels exceed the individual level and include treatment errors and reduced quality of patient-doctor relationships. Breathing and mindfulness-based exercises have been shown to reduce stress and could serve as an immediate and easy-to-implement anti-stress intervention among physicians. Due to the heterogeneity of their effect on stress, we aim to evaluate the intervention effect of performing a short daily breathwork-based or mindfulness-based intervention on the everyday level of perceived stress in physicians in residence in Germany in a series of N-of-1 trials.
    UNASSIGNED: Study participants will choose between two short interventions, box breathing, and one guided more complex mindfulness-based breathing exercise. Each participant subsequently will be randomly allocated to a sequence of 1-week intervention (A) and control (B, everyday life) phases. Each N-of-1 trial consists of two two-week cycles (AB or BA), resulting in a total trial duration of 4 weeks (ABAB or BABA). Perceived levels of stress will be assessed daily via the StudyU App on the participant\'s smartphone. Additionally, participants will be asked to complete a questionnaire at baseline and three months after completion of the study that contains questions about basic participant characteristics, lifestyle factors, individual living situations, and validated psychological questionnaires. Intervention effects will be estimated by Bayesian multi-level random effects models on the individual and population level.
    UNASSIGNED: This study contributes to the development of short-term solutions to reduce work-related stress for physicians in residence. This is expected to benefit the individual and increase the quality of overall healthcare due to a reduction in treatment errors and an increase in the quality of doctor-patient relationships.
    UNASSIGNED: ClinicalTrials.gov, identifier NCT05745545.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    医学界面临着从业者心理健康的严峻挑战,导致医护人员(HCW)自杀率惊人上升。完美主义文化等因素,过多的工作负载,对寻求帮助的污名化加剧了这个问题。这篇综述综合了有关HCW自杀的现有文献,探索患病率,原因,和潜在的预防策略。
    这项研究对PubMed/Medline的文献进行了搜索,Scopus,WebofScience,科克伦图书馆,PsycINFO,和谷歌学者,直到2024年4月2日。使用的非详尽搜索术语是“医生自杀,“医生自杀,\"\"医学专业自杀,医疗保健中的自杀,\"\"医护人员自杀预防,“和”医护人员自杀的原因。“还进行了手工搜索。在最初确定的487项研究中,共纳入10项系统综述/荟萃分析.
    这篇综述整理了2004年至2023年之间进行的400项主要临床研究的结果。关注导致HCW自杀的心理健康因素,在民众中,压力流行率存在区域和特定的差异。Further,与其他HCW相比,麻醉科医师和精神科医师表现出更高的职业倦怠率;在评估这些人群的自杀行为时,诸如寻求完美和挑战工作与生活平衡等致病因素是关键.发现工作需求水平与自杀念头直接相关,特别是在精神病病房HCW中,那里容易获得药物和锋利的工具。在特定情况下,女性HCWs显示标准化死亡率(SMR),表明与一般女性人群相比,他们的自杀率更高。认知行为疗法(CBT)和正念等干预措施可有效降低抑郁症,心理困扰,和焦虑在几项纳入的研究中。这项总括审查还确定了寻求帮助的主要障碍,包括耻辱和对职业后果的恐惧。
    为了降低医护人员的自杀率,实施以证据为基础的干预措施和创造支持性的工作环境,鼓励相互关心彼此的情绪健康,是必要的。需要进一步研究以确定各种措施在预防HCW自杀方面的有效性。
    UNASSIGNED: The medical profession faces a critical challenge with the mental health of its practitioners, leading to an alarming increase in suicide rates among healthcare workers (HCW). Factors such as the culture of perfectionism, excessive workloads, and stigma against seeking help exacerbate this issue. This umbrella review synthesizes the existing literature on HCW suicide, exploring the prevalence, causes, and potential preventive strategies.
    UNASSIGNED: This study conducted a search of the literature from PubMed/Medline, Scopus, Web of Science, Cochrane Library, PsycINFO, and Google Scholar until April 2, 2024. The non-exhaustive search terms used were \"doctor suicide,\" \"physician suicide,\" \"medical professional suicide,\" \"suicide in healthcare,\" \"healthcare worker suicide prevention,\" and \"causes of healthcare worker suicide.\" Hand-searches were also conducted. Of the 487 studies initially identified, a total of 10 systematic reviews/meta-analyses were included.
    UNASSIGNED: This umbrella review collates findings from 400 primary clinical studies conducted between the years 2004 and 2023. With a focus on mental health factors contributing to suicide in HCW, there are regional and specialty-specific variations in stress prevalence in the populace. Further, anesthesiologists and psychiatrics depicted higher rates of burnout compared to other HCW; causative factors such as seeking perfection and challenging work-life balance were key when assessing suicidal behaviors in these groups. Job demand level was found to correlate directly with suicidal thoughts, specifically among psychiatric ward HCW, where access to drugs and sharp instruments is readily available. In specific contexts, female HCWs showed a standardized mortality ratio (SMR), indicating that the rate of suicide was higher among them as compared to the general female population. Interventions such as cognitive behavioral therapy (CBT) and mindfulness were effective in decreasing depression, psychological distress, and anxiety in several included studies. This umbrella review also identified major obstacles to seeking help, including stigma and the fear of professional consequences.
    UNASSIGNED: To reduce suicide rates among HCWs, it is the need of the hour to implement evidence-based interventions and create supportive work environments that encourage mutual care for each other\'s emotional health. Further research is necessary to determine the effectiveness of various measures in preventing suicide among HCW.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    “预防和减轻工作压力的管理能力”(MCPARS)方法的重点是通过心理社会工作环境的管理来确定能够优化员工福祉的压力预防经理的能力。考虑到领导在复杂的社会动态中的情境,对MCPARS的自我他人协议(SOA)调查可能会增强以前的发现,因为它允许探索经理-团队的看法\'(DIS)协议及其潜在影响。然而,没有研究使用SOA和多源数据来测试MCPARS。以Yammarino和Atwater的SOA参考理论为基础,我们对MCPARS的理论框架进行了深入的调查,通过研究经理-团队(DIS)协议的含义,关于经理的能力,关于员工心理社会环境(H1-H2)和情感幸福感(H3)。来自36名管理人员和475名员工的数据进行了多次多项式回归分析,响应面,调解分析。结果揭示了MCPARS上的SOA与员工对社会心理环境(H1)的看法之间的显着关系。员工在接受一致的好或低估计经理的监督下报告更好的感知,而较低的评级发生在过度估计或协议差的管理者(H2)下。此外,社会心理环境显著介导了MCPARS上的SOA与员工幸福感(H3)之间的关系。支持MCPARS理论模型的稳健性,并讨论了其含义。
    The \"Management Competencies to Prevent and Reduce Stress at Work\" (MCPARS) approach focuses on identifying the stress-preventive managers\' competencies able to optimise the employees\' well-being through the management of the psychosocial work environment. Considering leadership as contextualised in complex social dynamics, the self-other agreement (SOA) investigation of the MCPARS may enhance previous findings, as it allows for exploring the manager-team perceptions\' (dis)agreement and its potential implications. However, no studies have tested the MCPARS using the SOA and multisource data. Grounded in Yammarino and Atwater\'s SOA reference theory, we conducted an in-depth investigation on the MCPARS\'s theoretical framework by examining the implications of manager-team (dis)agreement, regarding managers\' competencies, on employees\' psychosocial environment (H1-H2) and affective well-being (H3). Data from 36 managers and 475 employees were analysed by performing several polynomial regressions, response surface, and mediation analyses. The results reveal a significant relationship between SOA on MCPARS and employees\' perceptions of the psychosocial environment (H1). Employees report better perceptions when supervised by in-agreement good or under-estimator managers, while lower ratings occur under over-estimator or in-agreement poor managers (H2). Moreover, the psychosocial environment significantly mediated the relationship between SOA on MCPARS and employees\' well-being (H3). The MCPARS theoretical model\'s soundness is supported, and its implications are discussed.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    卫生部门体面的工作时间对于提供优质护理至关重要,并平衡卫生工作者的福祉与全天候医疗保健的要求。护理和助产人员,由卫生人力中最大的群体组成,发挥关键作用。了解他们与值班名册有关的经验和挑战对于改善工作条件至关重要,工作满意度,最终,护理的质量。
    这项研究旨在探讨护士和助产士在Ho选定的卫生机构中使用医院值班名册的经验,加纳的沃尔特地区。
    采用现象学方法的定性研究方法来捕获护士和助产士关于医院职责名册的细微差别经验。半结构化面试指南促进了数据收集,确保全面探索参与者的经验。何氏三个选定的卫生机构,加纳的Volta地区,作为研究的地点。该研究招募了20名参与者(护士和助产士)以达到数据饱和。收集的数据进行逐字转录,并通过主题内容分析进行分析,使用演绎的方法。研究人员回顾了原始数据,生成初始代码以捕获感兴趣的新概念。
    职责名册经常显示组织缺陷对健康产生负面影响,幸福,护士和助产士的工作表现,从而影响患者护理质量。研究发现,这些医疗保健专业人员面临着与工作相关的压力的重大风险,倦怠,以及由于对医院值班名册的无效应对策略而导致的心理健康问题。研究结果还表明,与夜班相比,护士和助产士更喜欢白班,因为白班时间短,而且所有专业人员都可以帮助管理病例。
    研究结果强调了影响护士选择轮班模式的因素,强调需要进一步研究,以探索在设计医院值班名册时考虑护士偏好的程度。这些见解有助于改善医疗保健专业人员的工作条件和患者护理的整体质量。
    UNASSIGNED: Decent working time in the health sector is critical to providing quality care, and balancing health workers\' well-being with the requirements of 24/7 healthcare provision. Nursing and midwifery staff, comprising the largest group in the health workforce, play a crucial role. Understanding their experiences and challenges related to duty rosters is essential for improving work conditions, job satisfaction, and ultimately, the quality of care.
    UNASSIGNED: This study aims to explore the experiences of nurses and midwives with the hospital duty roster at selected health facilities in Ho, the Volta Region of Ghana.
    UNASSIGNED: A qualitative research method with a phenomenological approach was employed to capture the nuanced experiences of nurses and midwives regarding the hospital duty roster. A semistructured interview guide facilitated data collection, ensuring a comprehensive exploration of participants\' experiences. Three selected health facilities in Ho, the Volta Region of Ghana, served as the study\'s location. The study recruited 20 participants (nurses and midwives) to reach data saturation. The collected data were transcribed verbatim and analyzed through thematic content analysis, using a deductive approach. Researchers reviewed the raw data, generating initial codes to capture new concepts of interest.
    UNASSIGNED: The duty roster often demonstrated organizational flaws negatively impacting the health, well-being, and job performance of nurses and midwives, consequently affecting patient care quality. The study identified that these healthcare professionals faced significant risks of work-related stress, burnout, and mental health problems due to ineffective coping strategies toward the hospital duty roster. Findings from the study also demonstrated that nurses and midwives prefer day shift because of its short time and the availability of all groups of professionals to help manage cases as compared to a night shift.
    UNASSIGNED: The findings underscore factors influencing nurses\' choice of shift patterns, emphasizing the need for further research to explore the extent to which nurses\' preferences are considered when designing hospital duty rosters. Such insights can contribute to improving both the working conditions of healthcare professionals and the overall quality of patient care.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    家庭护理康复专业人员(hcRP)为具有广泛医疗条件的客户提供健康服务。在COVID-19大流行期间,家庭护理康复专业人员经历了与工作相关的压力源的恶化,COVID-19病毒传播的风险增加,资源可用性降低,更大的工作负载,人员短缺。这项研究的主要目的是研究在COVID-19大流行期间职业和精神压力对hcRP工作的经验和影响。对在安大略省工作的24名hcRP进行了半结构化访谈,COVID-19大流行期间的加拿大。归纳主题分析用于将数据解释并组织成概念化主题。访谈数据分为三个主题:(a)家庭护理康复专业人员的独特挑战,(b)COVID-19加剧了家庭护理职业和精神压力,和(c)个人和工作场所应对策略。许多参与者报告说,由于COVID-19大流行加剧了与工作相关的压力,他们减少了工作时间或在家庭护理之外的不同临床环境中担任辅助角色。重点关注COVID-19对家庭护理实践的影响,这项研究提供了一个独特的视角来看待hcRPs在突发和不断演变的全球公共卫生问题期间所面临的挑战.这项研究的探索性工作旨在提供一个框架的因素时,创建可持续的医疗保健干预,以及支持hcRP使社区和医疗保健提供者受益的建议。
    Home care rehabilitation professionals (hcRPs) provide health services for clients with a broad range of medical conditions. During the COVID-19 pandemic, home care rehabilitation professionals experienced exacerbations of pre-existing work-related stressors, increased risk of transmission of the COVID-19 virus, reduced resource availability, greater workloads, and staffing shortages. The primary aim of this study was to examine the experience and impact of occupational and mental stress on hcRPs working during the COVID-19 pandemic. Semi-structured interviews were conducted with 24 hcRPs working in Ontario, Canada during the COVID-19 pandemic. Inductive thematic analysis was used to interpret and organize the data into conceptualized themes. Interview data was organized into three themes: (a) unique challenges of a home care rehabilitation professional, (b) COVID-19 exacerbations of home care occupational and mental stress, and (c) personal and workplace coping strategies. Many participants reported reducing their hours or taking on adjunctive roles in different clinical settings outside of home care due to work-related stress exacerbated by the COVID-19 pandemic. With a focus on the effects of COVID-19 on the practice of home care, this study provides a unique perspective on the challenges experienced by hcRPs during an emergent and evolving global public health concern. The exploratory nature of this research works towards providing a framework of factors to be addressed when creating sustainable healthcare interventions, as well as recommendations to support hcRPs to benefit both the community and health-care providers.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    护理对于医疗保健服务至关重要,但通常与组织压力高相关。在这项横断面研究中,我们的目的是调查暴露于组织压力源之间的关联,使用健康与安全执行管理标准指标工具进行测量,意大利东北部一家中型城市医院的护士心身投诉。
    共有215名护士参与了这项研究,完成自我报告问卷,评估组织应激源和过去六个月心身投诉的患病率。
    观察到护士的各种组织压力源与心身投诉之间存在显着关联。具体来说,关系因子是心悸的重要预测因子,烦躁,焦虑,身心疲惫,和头痛。此外,需求和管理人员的支持被确定为特定心身投诉的重要预测因子。
    这项研究强调了解决组织压力源的关键作用,特别是那些与人际关系有关的人,在促进护士福祉和优化患者护理交付方面。尽管它的优势,包括使用完善的测量工具和对心身投诉的全面评估,横截面设计和自我报告措施等限制值得考虑。通过优先考虑支持性工作环境并实施有针对性的干预措施,医疗机构可以培养护士的幸福文化,最终提高医疗保健服务的质量和安全性。
    UNASSIGNED: Nursing is pivotal to healthcare delivery but is often associated with high levels of organizational stress. In this cross-sectional study, we aimed to investigate the associations between exposure to organizational stressors, measured using the Health and Safety Executive Management Standards Indicator Tool, and psychosomatic complaints among nurses in a medium-sized city hospital in northeastern Italy.
    UNASSIGNED: A total of 215 nurses participated in the study, completing self-report questionnaires assessing organizational stressors and the prevalence of psychosomatic complaints experienced over the preceding six months.
    UNASSIGNED: Significant associations were observed between various organizational stressors and psychosomatic complaints among nurses. Specifically, the Relationships factor emerged as a significant predictor of palpitations, irritability, anxiety, physical and mental tiredness, and headache. Additionally, Demands and Managers\' support were identified as significant predictors of specific psychosomatic complaints.
    UNASSIGNED: This study highlights the critical role of addressing organizational stressors, particularly those related to interpersonal relationships, in promoting nurse well-being and optimizing patient care delivery. Despite its strengths, including the use of a well-established measurement tool and a comprehensive assessment of psychosomatic complaints, limitations such as the cross-sectional design and self-report measures warrant consideration. By prioritizing supportive work environments and implementing targeted interventions, healthcare organizations can cultivate a culture of well-being among nurses, ultimately enhancing the quality and safety of healthcare delivery.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    近年来,在学术环境中,对促进福祉的关注显着增加。在学术界的特定背景下,一个关键问题是了解当前评估和管理福祉的做法是否可以弥合实施差距并增加创造健康学术条件的机会。本文通过参考来自QoL@Work网络(学术界工作中的生活质量)的一组意大利大学的数据,探讨了在意大利学术界评估和管理与工作相关的压力(WRS)风险所采用的做法。目的是提高对影响WRS风险评估管理途径实现的因素的理解,以及它们如何在学术背景下促进或阻碍从评估到实施干预措施的过渡。结果表明,评估管理途径应优先考虑创建组织脚手架以支持参与式过程,以防止收集的数据无法刺激组织工作条件的变化。
    In recent years, there has been a noticeable increase in attention towards promoting well-being within academic settings. In the specific context of academia, a critical issue is understanding whether the current practices for assessing and managing well-being can bridge the implementation gap and increase opportunities for creating healthy academic conditions. The paper explores the practices adopted for assessing and managing work-related stress (WRS) risks in Italian academia by referring to data from a group of Italian universities of the QoL@Work network (Quality of Life at Work in academia). The aim is to improve understanding of the factors that influence the realization of a WRS risk assessment-management pathway and how they may facilitate or hinder the transition from assessment to the implementation of interventions in the academic context. The results suggest that the assessment-management pathway should prioritize the creation of organizational scaffolding to support participatory processes in order to prevent the data collected from failing to stimulate organizational change in working conditions.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    背景:可归因于累积压力源的倦怠综合征在教师中非常普遍。尽管如此,中低收入国家教师对职业倦怠综合征的了解有限,因此,我们旨在调查尼泊尔学校教师中自我报告的职业倦怠综合征及其相关因素。
    方法:在加德满都随机选择的37所社区学校中进行了一项调查,2022年,尼泊尔共有218名教师(70%为男性)。使用尼泊尔版本的经过验证的Maslach职业倦怠量表(MBI-ES)评估职业倦怠。MBI-ES包括22个评估职业倦怠的项目,被归类为情绪衰竭(EE,9项,得分范围:0-45),去个性化(DP,5个项目,0-23),和个人成就(PA,8项;3-48)。EE和DP的分数越高,PA的分数越低,表明倦怠水平越高。各种社会人口,生活方式,使用ANOVA和多变量线性回归模型检查了与工作相关的因素作为职业倦怠的决定因素。
    结果:EE的平均得分,DP,和PA为14.99(标准偏差,SD=9.79),4.18(SD=4.57),和42.11(SD=6.82)。较差/中等的工作能力导致所有三个方面的评级较差。教学特殊需要的学生有助于EE和DP,而低体力活动和酒精摄入仅与PA相关。年龄更小,结婚了,教学语言,有残疾,次优的身体素质,睡眠质量差,吸烟只对EE有贡献。
    结论:学校教师的职业倦怠相对较高。婚姻状况,生活方式行为,与工作相关的因素尤其与EE相关,可操作性是所有三个维度的重要决定因素。
    背景:NCT05626543。
    BACKGROUND: Burnout syndrome attributable to cumulative stressors is highly prevalent among teachers. Despite this, knowledge of burnout syndrome among schoolteachers in lower-middle-income countries are limited, therefore we aimed to investigate self-reported occupational burnout syndrome and associated factors among schoolteachers in Nepal.
    METHODS: A survey was conducted among randomly selected 37 community schools in Kathmandu, Nepal in 2022, with a total sample of 218 schoolteachers (70% male). Occupational burnout was assessed using the Nepali version of the validated Maslach Burnout Inventory (MBI-ES). MBI-ES consists of 22 items assessing occupational burnout, which were classified into emotional exhaustion (EE, 9 items, score range: 0-45), depersonalization (DP, 5 items, 0-23), and personal accomplishment (PA, 8 items; 3-48). The greater score in EE and DP and the lower score in PA indicate a higher level of burnout. Various socio-demographic, lifestyle, and work-related factors were examined as determinants of occupational burnout using ANOVA and multivariable linear regression models.
    RESULTS: The mean scores of EE, DP, and PA were 14.99 (Standard Deviation, SD = 9.79), 4.18 (SD = 4.57), and 42.11 (SD = 6.82) respectively. Poor/moderate work ability contributed to poorer ratings of all three dimensions. Teaching special needs students contributed to EE and DP, whereas low physical activity and alcohol intake were associated with PA only. Younger age, being married, language of teaching, having a disability, sub-optimal physical fitness, poor sleep quality, and ever smoking contributed to EE only.
    CONCLUSIONS: Occupational burnout among schoolteachers was relatively high. Marital status, lifestyle behavioral, and work-related factors were associated especially with EE and workability was a strong determinant of all three dimensions.
    BACKGROUND: NCT05626543.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    工作不安全感现在是影响工作幸福感的主要压力因素之一。在学术界,研究人员似乎处于最不稳定的境地。探讨工作不安全感与工作幸福感的关系,我们分析了意大利STEM学科的研究员样本。使用潜在的轮廓方法,我们确定了三个“隐藏”子组:“安全和声音”;“安全不那么声音”和“既不安全也不声音”。“与以前的研究相比,我们的结果表明,即使在倾向于具有良好就业能力和流动性的STEM研究人员群体中,有些人群的特点是工作不安全感更大,工作承诺度低,在工作层面遭受情绪疲惫和玩世不恭之苦,即,更容易受到倦怠的风险。
    Job insecurity is now one of the major stressors affecting well-being at work. In academia, researchers appear to be in the most precarious position. To explore the relationship between job insecurity and well-being at work, we analyzed a sample of research fellows belonging to STEM disciplines in Italy. Using a latent profile approach, we identified three \"hidden\" subgroups: \"Safe & Sound\"; \"Safe not so Sound\" and \"Neither Safe or Sound.\" Compared to previous studies, our results show that even within a population of STEM researchers that tends to have good levels of employability and mobility, there are subgroups of people characterized by greater job insecurity and low work commitment, who suffer from emotional exhaustion and cynicism at work level, i.e., more exposed to the risk of burnout.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    背景:全世界迫切需要合格的卫生专业人员。卫生专业人员的流失率很高,再加上预期寿命的增长,进一步强调需要更多的卫生专业人员。与工作有关的压力是卫生专业人员的主要关注点,影响卫生专业人员的福祉和病人护理质量。
    目的:本范围审查旨在确定使用自然语言处理(NLP)和文本挖掘技术在卫生专业人员中自动检测与工作相关的压力的过程和方法。
    方法:本综述遵循JoannaBriggs研究所方法学和PRISMA-ScR(系统评价的首选报告项目和范围评价的Meta分析扩展)指南。本范围审查的纳入标准包括涉及卫生专业人员使用NLP进行与工作相关的压力检测的研究,而不包括涉及其他专业或儿童的研究。审查的重点是各个方面,包括用于压力检测的NLP应用,应力识别标准,NLP的技术方面,以及通过NLP进行压力检测的含义。考虑使用多种NLP技术在医疗保健环境中进行的研究,包括实验和观察设计,旨在全面了解NLP在检测卫生专业人员压力方面的作用。研究发表在英文,德语,或法国从2013年至今将被考虑。要搜索的数据库包括MEDLINE(通过PubMed),CINAHL,PubMed,科克伦,ACM数字图书馆,和IEEEXplore。要搜索的未发表的研究和灰色文献的来源将包括ProQuest论文和论文以及OpenGrey。两名审稿人将独立检索全文研究并提取数据。收集的数据将组织在表格中,graphs,和定性的叙述性总结。本综述将使用表格和图表来展示按年份分列的研究分布数据,国家,活动场,和研究方法。结果综合涉及识别,分组,和分类。最终的范围审查将包括详细说明搜索和研究选择过程的叙述性书面报告,使用PRISMA-ScR流程图的视觉表示,并讨论了对实践和研究的影响。
    结果:我们预计结果将在2024年6月之前在系统范围审查中呈现。
    结论:这篇综述通过使用NLP和文本挖掘在卫生专业人员中识别与工作相关的自动压力检测来填补文献空白,提供创新方法的见解,并确定进一步系统审查的研究需求。尽管有希望的结果,承认审查研究的局限性,包括方法上的限制,样本偏见,和潜在的监督,对于完善方法和推进卫生专业人员的自动压力检测至关重要。
    PRR1-10.2196/56267。
    BACKGROUND: There is an urgent need worldwide for qualified health professionals. High attrition rates among health professionals, combined with a predicted rise in life expectancy, further emphasize the need for additional health professionals. Work-related stress is a major concern among health professionals, affecting both the well-being of health professionals and the quality of patient care.
    OBJECTIVE: This scoping review aims to identify processes and methods for the automatic detection of work-related stress among health professionals using natural language processing (NLP) and text mining techniques.
    METHODS: This review follows Joanna Briggs Institute Methodology and PRISMA-ScR (Preferred Reporting Items for Systematic Reviews and Meta-Analyses Extension for Scoping Reviews) guidelines. The inclusion criteria for this scoping review encompass studies involving health professionals using NLP for work-related stress detection while excluding studies involving other professions or children. The review focuses on various aspects, including NLP applications for stress detection, criteria for stress identification, technical aspects of NLP, and implications of stress detection through NLP. Studies within health care settings using diverse NLP techniques are considered, including experimental and observational designs, aiming to provide a comprehensive understanding of NLP\'s role in detecting stress among health professionals. Studies published in English, German, or French from 2013 to present will be considered. The databases to be searched include MEDLINE (via PubMed), CINAHL, PubMed, Cochrane, ACM Digital Library, and IEEE Xplore. Sources of unpublished studies and gray literature to be searched will include ProQuest Dissertations & Theses and OpenGrey. Two reviewers will independently retrieve full-text studies and extract data. The collected data will be organized in tables, graphs, and a qualitative narrative summary. This review will use tables and graphs to present data on studies\' distribution by year, country, activity field, and research methods. Results synthesis involves identifying, grouping, and categorizing. The final scoping review will include a narrative written report detailing the search and study selection process, a visual representation using a PRISMA-ScR flow diagram, and a discussion of implications for practice and research.
    RESULTS: We anticipate the outcomes will be presented in a systematic scoping review by June 2024.
    CONCLUSIONS: This review fills a literature gap by identifying automated work-related stress detection among health professionals using NLP and text mining, providing insights on an innovative approach, and identifying research needs for further systematic reviews. Despite promising outcomes, acknowledging limitations in the reviewed studies, including methodological constraints, sample biases, and potential oversight, is crucial to refining methodologies and advancing automatic stress detection among health professionals.
    UNASSIGNED: PRR1-10.2196/56267.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

公众号