quantitative methodology

  • 文章类型: Journal Article
    背景:这项研究探讨了不列颠哥伦比亚省医护人员(HCWs)中道德困扰和离职意向的交叉性,关注种族和性别动态。它解决了这些因素如何影响医疗保健劳动力组成和经验的研究差距。
    方法:我们的横断面观察研究采用了结构化的在线调查。参与者包括医生,护士,和家庭/社区护理提供者。这项调查使用既定的量表衡量了道德困境,评估的应对机制,并评估了离职意向。统计分析检查了种族之间的关系,性别,道德上的痛苦,和离职意向,专注于识别不同医疗保健角色之间的差异。通过分类和回归树检查复杂的相互作用。
    结果:种族化和性别少数群体面临更高水平的道德困扰。职业在这些经历中发挥了重要作用。白人妇女报告说,与其他群体相比,由于道德困扰而离开的意愿更高,尤其是白人。与医生相比,护士和护理人员经历了更高的道德困扰和离职意愿。此外,应对策略因不同的种族和性别身份而异。
    结论:需要有针对性的干预措施来减轻道德困扰并减少离职,尤其是在面临交叉不平等的医护人员中。
    BACKGROUND: This study explores intersectionality in moral distress and turnover intention among healthcare workers (HCWs) in British Columbia, focusing on race and gender dynamics. It addresses gaps in research on how these factors affect healthcare workforce composition and experiences.
    METHODS: Our cross-sectional observational study utilized a structured online survey. Participants included doctors, nurses, and in-home/community care providers. The survey measured moral distress using established scales, assessed coping mechanisms, and evaluated turnover intentions. Statistical analysis examined the relationships between race, gender, moral distress, and turnover intention, focusing on identifying disparities across different healthcare roles. Complex interactions were examined through Classification and Regression Trees.
    RESULTS: Racialized and gender minority groups faced higher levels of moral distress. Profession played a significant role in these experiences. White women reported a higher intention to leave due to moral distress compared to other groups, especially white men. Nurses and care providers experienced higher moral distress and turnover intentions than physicians. Furthermore, coping strategies varied across different racial and gender identities.
    CONCLUSIONS: Targeted interventions are required to mitigate moral distress and reduce turnover, especially among healthcare workers facing intersectional inequities.
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  • 文章类型: Journal Article
    本文提出了关于如何在定量研究中包含捕获不同性别身份和性取向的问题的公开建议。我们的理论框架是女性主义理论和关于身份类别的女性主义辩论的演变,引入交叉性别观点是一个重要的范式转变。我们已经编制了以前不同的分类建议,并考虑了在调查中不包括反映身份多样性的类别的后果,以便最终提供我们对身份实施的建议。该提案旨在确保纵向研究的可比性,同时,在定量方法论研究中纳入新的身份框架和交叉视角。
    This article presents an open proposal on how to include questions that capture different gender identities and sexual orientations in quantitative research. Our theoretical framework is feminist theory and the evolution of feminist debates on identity categories, where the introduction of an intersectional gender perspective has been an important paradigm shift. We have compiled different previous categorization proposals and consider the consequences of not including categories that reflect identity diversity in surveys in order to finally offer our proposal for operationalizing identities. The proposal aims to ensure comparability in longitudinal studies and, at the same time, to incorporate new identity frameworks and an intersectional perspective in quantitative methodology research.
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  • 文章类型: Journal Article
    在COVID-19大流行期间在前线工作的注册护士遇到了重大挑战,包括暴露于严重事件。关键事件是指突发的意外临床事件,超过个人的应对能力,导致相当大的心理困扰,这可能会导致创伤后应激障碍症状的发展。研究表明,医护人员中创伤后应激障碍症状的患病率很高,特别是与COVID-19患者密切接触的患者。
    为了评估注册护士在COVID-19大流行期间与工作条件有关的创伤后应激症状的水平,例如他们的工作受到大流行的影响,重新部署,工作时间阻碍了轮班和重大事件之间的充分恢复。
    横断面研究。
    在覆盖瑞典所有21个地理区域的多种医疗保健服务中工作的注册护士。
    共有1,923名注册护士,他们是瑞典国家队列的一部分,自接受护理教育以来一直受到关注,被邀请参加2021年9月下旬的一项调查(毕业后15至19年)。
    使用描述性统计分析数据,不成对t检验,和单向方差分析。科恩的d被用来量化亚组之间平均水平的差异。
    反应率为56.5%。超过50%的有经验的注册护士报告他们的工作环境受到重大破坏。总的来说,85%的注册护士在大流行期间在工作中至少接触过一次危重事件,60%的人面临着组织变革,近50%的人经历着情感上的痛苦。与未暴露的情况相比,暴露于涉及重大事件的工作情况始终显示出与更高水平的创伤后应激障碍症状密切相关。效果大小从中等到高。
    这项研究强调了工作条件的深远影响,例如重新部署和暴露于重大事件,注册护士的心理健康。我们提供有关注册护士与大流行相关挑战的宝贵见解,强调需要支持和干预措施来预防和管理重大事件,最终促进他们的福祉。我们还强调了对未来流行病和其他具有挑战性的医疗保健情景进行全面的劳动力准备计划的重要性,比如员工短缺。
    UNASSIGNED: Registered nurses working on the frontline during the COVID-19 pandemic encountered significant challenges, including exposure to critical incidents. Critical incidents refer to sudden unexpected clinical events that surpass an individual\'s ability to cope, leading to considerable psychological distress, which could potentially result in the development of post-traumatic stress disorder symptoms. Research has shown a high prevalence of post-traumatic stress disorder symptoms among healthcare workers, particularly those in close contact with COVID-19 patients.
    UNASSIGNED: To assess the levels of post-traumatic stress symptoms among registered nurses in relation to exposure to working conditions during the COVID-19 pandemic, such as how much their work was affected by the pandemic, re-deployment, working hours hindering sufficient recovery between shifts and critical incidents.
    UNASSIGNED: Cross sectional study.
    UNASSIGNED: The registered nurses working in multiple health care services covering all 21 geographic regions in Sweden.
    UNASSIGNED: A total of 1,923 registered nurses, who are part of a Swedish national cohort and have been followed since their nursing education, were invited to participate in a survey in late September 2021 (15 to 19 years post graduation).
    UNASSIGNED: The data were analyzed using descriptive statistics, unpaired t-tests, and one-way analysis of variance. Cohen\'s d was employed to quantify differences in mean levels between subgroups.
    UNASSIGNED: The response rate were 56.5 %. Over 50 % of experienced registered nurses reported significant disruptions to their work environments. In total, 85 % of registered nurses were exposed to at least one critical incident in their work during the pandemic, with 60 % facing organisational changes and nearly 50 % experiencing emotionally distressing situations. The exposure to work situations involving critical incidents consistently demonstrated strong associations with higher levels of post-traumatic stress disorder symptoms compared to those not exposed, with effect sizes ranging from moderate to high.
    UNASSIGNED: This study underscores the profound impact that working conditions, such as redeployment and exposure to critical incidents, have on the mental health of registered nurses. We offer valuable insights into registered nurses\' pandemic-related challenges, highlighting the need for support and interventions to prevent and manage critical incidents, ultimately promoting their well-being. We also highlight the significance of thorough workforce readiness planning for future pandemics and other challenging health care scenarios, such as staff shortage.
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  • 文章类型: Journal Article
    背景:向大学生活的过渡会影响学生的心理健康。有一些精神保健策略可以促进与身体内部信号的联系,这可以帮助改善心理健康,管理情绪,并降低大学生自杀的风险。
    目的:本研究旨在研究哥伦比亚169名本科生样本中的相互感受的身体意识变量与自杀倾向之间的关联。
    方法:观察性,2023年进行了横断面研究,参与者为哥伦比亚学生.
    结果:研究结果表明,多维度感知感知评估(MAIA)总分与自杀倾向量表(ISO-30)总分之间存在显著和中度负相关(r=-0.54,p<0.001)。信心和自我调节被认为是MAIA和ISO-30之间关系中最有影响的因素。观察到显著的相关性(p<0.001),表明中等的相关值范围从-0.43到-0.57。
    结论:我们的研究结果支持体感意识与自杀倾向之间存在负相关。需要进一步的研究来更好地理解这种关系,并根据身体意识制定具体的干预措施,以防止自杀倾向。
    结论:认识到身体意识对降低自杀倾向的重要性有一些实际意义,和多学科团队解决心理健康可以纳入这些知识。
    BACKGROUND: The transition to college life can impact the mental health of students. There are mental health care strategies that promote connection with the body\'s internal signals, which can help to improve mental well-being, manage emotions, and reduce the risk of suicide in university students.
    OBJECTIVE: This study aimed to examine the association between interoceptive body awareness variables and suicidal orientation in a sample of 169 undergraduate students in Colombia.
    METHODS: An observational, cross-sectional study was conducted in 2023 with Colombian students as the participants.
    RESULTS: The findings revealed a significant and moderately negative correlation between the Multidimensional Assessment of Interoceptive Awareness (MAIA) total score and the Inventory of Suicide Orientation (ISO-30) total score (r = -0.54, p < 0.001). Confidence and self-regulation were identified as the most influential factors in the relationship between MAIA and ISO-30. Significant correlations were observed (p < 0.001), indicating moderate correlation values ranging from -0.43 to -0.57.
    CONCLUSIONS: Our findings support the existence of a negative correlation between interoceptive body awareness and suicidal orientation. Further research is needed to better understand this relationship and to develop specific interventions based on body awareness to prevent suicide orientation.
    CONCLUSIONS: There are practical implications associated with recognizing the importance of body awareness in relation to decreasing suicidal orientation, and multidisciplinary teams addressing mental health can incorporate this knowledge.
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  • 文章类型: Journal Article
    在本文中,我们试图探索健康和社会护理专业人员的自我评估信心,以帮助在非精神病护理环境中患有精神疾病的老年人。进行了一项横断面调查研究,探索参与者(n=480)对帮助的信心。对帮助的信心与背景特征和选定的解释变量一起进行了分析,例如参与者的工作场所和工作经验,他们对精神疾病的个人经历和态度,以及他们对老年人心理健康的了解,通过描述性统计和逻辑回归分析。我们发现,大约一半(55%)的参与者有信心帮助患有精神疾病的老年人。有信心帮助的赔率比与专业人员的工作场所显着相关,专业人员对精神疾病的态度和经验,以及老年人的心理健康知识。为了增加帮助患有精神疾病的老年人的信心,我们建议建立信任的干预措施,例如,教育计划,通过这种方式,老年人对心理健康的了解增加,消极态度受到挑战,特别是在专科躯体保健的背景下。
    In this paper we sought to explore health and social care professionals\' self-rated confidence in helping older adults with mental ill-health in non-psychiatric care settings. A cross-sectional survey study was performed exploring the participants\' (n = 480) confidence in helping. Confidence in helping was analyzed together with background characteristics and selected explanatory variables, such as the workplace and work experience of the participants, their personal experiences of and attitudes to mental ill-health, as well as their knowledge in mental ill-health among older adults, by means of descriptive statistics and logistic regression analysis. We found that approximately half (55%) of the participants were confident in helping older adults with mental ill-health. The odds ratios for being confident in helping were significantly associated to the workplace of the professionals, professionals\' attitude to and experience of mental ill-health, and knowledge of mental health among older adults. To increase confidence in helping older adults with mental ill-health, we recommend confidence-building interventions, for example, educational programs, through which knowledge of mental health among older adults is increased and negative attitudes are challenged, especially within the context of specialist somatic healthcare.
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  • 文章类型: Journal Article
    研究人员依靠元数据系统来准备用于分析的数据。随着数据集复杂性的增加和数据分析实践的广度的增长,现有的元数据系统会限制数据准备的效率和质量。本文根据脆弱家庭挑战参与者的经验,介绍了支持脆弱家庭和儿童福祉研究的元数据系统的重新设计。作者演示了如何将元数据视为数据(即,以适合自动和手动处理的格式发布有关变量的全面信息)可以使数据准备的任务变得不那么艰巨,并且对于所有类型的数据分析而言也不那么容易出错。作者希望他们的工作将促进机器学习方法在纵向调查中的新应用,并激发社会科学中数据准备的研究。作者已经开源了他们创建的工具,以便其他人可以使用和改进它们。
    Researchers rely on metadata systems to prepare data for analysis. As the complexity of data sets increases and the breadth of data analysis practices grow, existing metadata systems can limit the efficiency and quality of data preparation. This article describes the redesign of a metadata system supporting the Fragile Families and Child Wellbeing Study on the basis of the experiences of participants in the Fragile Families Challenge. The authors demonstrate how treating metadata as data (i.e., releasing comprehensive information about variables in a format amenable to both automated and manual processing) can make the task of data preparation less arduous and less error prone for all types of data analysis. The authors hope that their work will facilitate new applications of machine-learning methods to longitudinal surveys and inspire research on data preparation in the social sciences. The authors have open-sourced the tools they created so that others can use and improve them.
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  • 文章类型: Journal Article
    生存分析,也称为时间到事件分析,是心血管护理和健康相关研究中处理事件数据的常用方法。生存分析用于描述,解释,和/或预测事件的发生和时间。使用了一种特定的语言,并设计了处理事件数据的独特性质的方法。在这篇论文中,我们提供了一个“简单的入门指南”来使用生存分析,a)提供一个分步指南,和b)应用具有示例数据的步骤。具体来说,我们分析了心力衰竭患者样本中超过6个月的心血管事件数据.
    Survival analysis, also called time-to-event analysis, is a common approach to handling event data in cardiovascular nursing and health-related research. Survival analysis is used to describe, explain, and/or predict the occurrence and timing of events. There is a specific language used and methods designed to handle the unique nature of event data. In this methods paper, we provide an \'easy start guide\' to using survival analysis by (i) providing a step-by-step guide and (ii) applying the steps with example data. Specifically, we analyse cardiovascular event data over 6 months in a sample of patients with heart failure.
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  • 文章类型: Journal Article
    居民观点是从居民的角度衡量以人为本的护理(PCC),以前曾在疗养院进行过研究。本研究提供了基于社区的护理环境中居民观点的描述性数据,包括辅助生活,寄宿护理(AL/RC),成人寄养家庭(AFH)。采用两阶段抽样设计,我们在俄勒冈州招募了31名AL/RC和119名AFH,并对227名和195名居民进行了面对面的结构化访谈,分别。居民对66个项目的重要性和经验进行了评级,这些项目利用了八个领域的PCC实践。每个项目都提供了结果,其中许多与更高的生活质量密切相关,更好的居民满意度,减少抑郁症状,特别是在个性化护理和被当作一个人对待的领域。重要性和经验等级之间的不一致表明许多居民在多个领域经历了未满足的需求。ResidentVIEW在不同类型的设置中表现良好,为希望从居民角度了解PCC经验的研究人员和提供者提供重要工具。
    The Resident VIEW is a measure of person-centered care (PCC) from residents\' perspectives and was previously studied in nursing homes. The current study presents descriptive data for the Resident VIEW in community-based care settings including assisted living, residential care (AL/RC), and adult foster homes (AFH). Using a two-stage sampling design, we recruited 31 AL/RC and 119 AFH in Oregon and completed face-to-face structured interviews with 227 and 195 residents, respectively. Residents provided ratings for both the importance of and their experience with 66 items that tapped into PCC practices in eight domains. Results are provided for each item, many of which are significantly associated with greater quality of life, better resident satisfaction, and fewer depressive symptoms, especially in the domains of personalized care and being treated like a person. Incongruence between importance and experience ratings indicate many residents experience unmet needs across multiple domains. The Resident VIEW performed well in different types of settings, providing an important tool for researchers and providers who wish to learn about the PCC experience from residents\' points of view.
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  • 文章类型: Journal Article
    联合国评估:在角色理论和交叉性框架的指导下,这项研究评估了社会角色量,角色类型,角色配置影响非拉丁裔白人的心理健康,非洲裔美国人,非洲-加勒比,墨西哥人,古巴人,波多黎各人,中文,菲律宾人,越南裔美国妇女。
    未经评估:主要角色的当代转变(即,工人,配偶,父母)女性占据美国的种族构成,有必要重新审视角色如何影响美国女性的心理健康。此外,家庭成员和朋友的角色研究相对不足。
    UNASSIGNED:从具有全国代表性的协作精神病学流行病学调查(CPES)中提取数据(N=7370),普通最小二乘(OLS)回归分析用于评估角色体积之间的关系,角色类型,角色配置,以及九个民族妇女的心理健康。我们报告了种族分层模型。
    未经评估:一方面,角色积累在心理上有利于非拉丁裔白人,非洲裔美国人,波多黎各人,中国女性。另一方面,在积累了古巴人的三个社会角色后,社会角色的心理利益减弱了,墨西哥人,菲律宾妇女。特定角色和角色配置对妇女的心理影响取决于种族。
    UNASSIGNED:这项研究证明了种族对社会角色参与的强大影响,以及这些角色对女性心理健康的影响。
    UNASSIGNED: Guided by role theory and the intersectionality framework, this study assesses whether social role volume, role type, and role configuration influence the mental health of Non-Latina White, African American, Afro-Caribbean, Mexican, Cuban, Puerto Rican, Chinese, Filipina, and Vietnamese American women.
    UNASSIGNED: Contemporary shifts in the primary roles (i.e., worker, spouse, parent) women occupy and in the ethnic composition of the U.S. necessitate a re-examination of how roles impact U.S. women\'s mental health. Moreover, family member and friend roles are relatively understudied.
    UNASSIGNED: Drawing data from the nationally representative Collaborative Psychiatric Epidemiology Surveys (CPES) (N=7370), ordinary least squares (OLS) regression analysis is used to assess the relationship between role volume, role type, role configuration, and mental health for women across nine ethnic groups. We report ethnicity-stratified models.
    UNASSIGNED: On one hand, role accumulation was psychologically beneficial for Non-Latina White, African American, Puerto Rican, and Chinese women. On the other hand, the psychological benefits of social roles diminished after accumulating three social roles for Cuban, Mexican, and Filipina women. The psychological influence of specific roles and role configurations for women was dependent on ethnicity.
    UNASSIGNED: This study demonstrates the powerful impact of ethnicity on social role engagement as well as the influence of such roles on women\'s psychological health.
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  • 文章类型: Journal Article
    远程的早期证据,志愿者主导的减少老年人社会孤立的社会支持干预措施一直令人鼓舞;与这些干预措施相关的社会隔离结果的评估数据很少.这里,我们分享小说的编程细节,全州倡议,叫做NEST协作,推出来立即满足情感,信息性,以及COVID-19大流行期间内华达州老年人的工具性需求。这项评估包括31名老年人,他们每周与多代志愿者进行一对一的基于同理心的电话通话,寻求通过有意义的友谊来增强参与者的社交网络。调用与编程上有意义的关联,虽然没有统计学意义,改良的霍桑友谊量表和PHQ-2抑郁量表评分在两波调查回答中的改善。这些结果表明,在整个普通人群中,在隔离和心理健康负担增加的时期内,我们的样本中老年人的社会隔离和抑郁有所减少。随着时间的推移,在减少社会孤立方面可能会产生持续的影响,远程社会支持计划,例如NEST协作,可能具有持久的长期价值,超越时间限制的危机应对环境。
    Early evidence of remote, volunteer-led social support interventions to reduce social isolation in older adults has been encouraging; however, evaluation data on outcomes related to social isolation associated from these interventions is scarce. Here, we share programmatic details of a novel, statewide initiative, called the NEST Collaborative, rolled out to meet immediate emotional, informational, and instrumental needs of older adults in Nevada during the COVID-19 pandemic. The evaluation included 31 older adults participating in weekly one-to-one empathy-based phone calls with multi-generational volunteers seeking to enhance participants\' social networks through meaningful friendships. The calls were associated with programmatically meaningful, though not statistically significant, improvements in modified Hawthorne Friendship Scale and PHQ-2 Depression Scale scores over two waves of survey responses. These results suggest that social isolation and depression among older adults decreased among our sample over a period of increased isolation and mental health burden across the general population. With the potential for sustained impact in reducing social isolation over time, remote social support programs, such as the NEST Collaborative, may have persistent value long-term, beyond time-limited crisis response contexts.
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