Latent Profile Analysis

潜在剖面分析
  • 文章类型: Journal Article
    改善高血压个体的健康相关生活质量(HRQoL)已成为一个重要的公共卫生问题。然而,目前的研究忽视了高血压患者感知社会支持(PSS)的个体异质性。延迟贴现(DD)的潜在机制,独自生活,关于HRQoL的PSS仍不清楚,需要进一步探索。
    这项研究旨在确定高血压患者中的PSS概况,并检验以下假设:DD介导PSS和HRQoL之间的关系,并且这种介导过程通过单独生活在高血压患者中而受到调节。
    在江苏进行了一项横断面研究,中国。总的来说,1815名高血压患者完成了社会人口统计学和HRQoL问卷,PSS量表,和DD任务。数据分析包括潜在的轮廓分析,χ2检验,Spearman相关分析,和过程宏进行回归分析。
    确定了四个潜在的PSS配置文件:最低(3.2%),中低(26.6%),中高(42.4%),最高(27.8%)。DD介导了PSS与HRQoL之间的关联。这种调解过程的前半部分是通过独居来缓和的。
    我们的研究结果表明,PSS,DD,独居对高血压患者的HRQoL有显著影响。医疗保健专业人员应考虑高血压患者中PSS的变化,并实施干预措施以通过增强PSS来降低DD。以提高这一人群的HRQoL。
    UNASSIGNED: Improving health-related quality of life (HRQoL) among hypertensive individuals has emerged as a significant public health issue. However, current research has ignored the individual heterogeneity of perceived social support (PSS) among hypertensive patients. The potential mechanism of delay discounting (DD), living alone, and PSS on HRQoL remains unclear, and further exploration is required.
    UNASSIGNED: This study aimed to ascertain PSS profiles among hypertensive patients and examine the hypotheses that DD mediates the relationship between PSS and HRQoL and that this mediating process is moderated by living alone in hypertensive patients.
    UNASSIGNED: A cross-sectional study was carried out in Jiangsu, China. In total, 1815 hypertensive patients completed socio-demographic and HRQoL questionnaires, a PSS scale, and a DD task. Data analyses included a latent profile analysis, χ2-test, Spearman correlation analysis, and PROCESS macro for regression analysis.
    UNASSIGNED: Four potential PSS profiles were identified: lowest (3.2%), moderate-low (26.6%), moderate-high (42.4%), and highest (27.8%). DD mediated the association between PSS and HRQoL. The first half of this mediating process was moderated by living alone.
    UNASSIGNED: Our findings indicated that PSS, DD, and living alone significantly influence the HRQoL of individuals with hypertension. Healthcare professionals should consider variations in PSS among hypertensive patients and implement interventions to reduce DD by enhancing PSS, in order to improve the HRQoL of this population.
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  • 文章类型: Journal Article
    背景:暴露前预防(PrEP)的疗效高度依赖于依从性,坚持行为受动机的影响。这项研究的目的是探讨中国西部男男性行为者(MSM)的PrEP动机与依从性变化之间的纵向关系。
    方法:从2019年11月至2021年6月,我们进行了一项PrEP前瞻性队列研究。在基线时通过PrEP动机量表测量服药动机,并通过潜在谱分析(LPA)分为不同级别的潜在类别。使用多项逻辑回归模型来探索依从性变化(改善,下降,没有变化)和不同水平的PrEP动机。
    结果:MSM分为两类PrEP动机,“高动机组”(n=506,69.89%)和“低动机组”(n=218,30.11%)。高PrEP动机对短期依从性的变化没有显著影响,然而,它有助于提高长期依从性[优势比(OR)=3.028(1.100-8.332),p=0.031]。添加PrEP动机因子后,依从性模型的预测能力显着增强。
    结论:基线时的高PrEP动机与长期依从性的改善之间存在正相关。监测和干预MSM的PrEP动机可以提高他们的依从性,然后促进PrEP疗效。
    BACKGROUND: The efficacy of pre-exposure prophylaxis (PrEP) is highly dependent on adherence, and adherence behavior is influenced by motivation. The aim of this study was to explore the longitudinal relationship between PrEP motivation and change in adherence among men who have sex with men (MSM) in Western China.
    METHODS: From November 2019 to June 2021, we conducted a PrEP prospective cohort study. Motivation to take medicine was measured by the PrEP Motivation Scale at baseline, and was grouped into different levels of latent categories by Latent Profile Analysis (LPA). A multinomial logistic regression model was used to explore the longitudinal relationship between change in adherence (improvement, decline, no change) and different levels of PrEP motivation.
    RESULTS: MSM were divided into two categories of PrEP motivation, a \"high motivation group\" (n = 506, 69.89%) and a \"low motivation group\" (n = 218, 30.11%). High PrEP motivation had no significant effect on the change in short-term adherence, however, it contributed to the improvement in long-term adherence [odds ratio (OR) = 3.028 (1.100-8.332), p = 0.031]. The predictive power of the adherence model was significantly enhanced with the addition of the PrEP motivation factor.
    CONCLUSIONS: There was a positive correlation between high PrEP motivation at baseline and an improvement in long-term adherence. Surveillance and intervention of PrEP motivation in MSM can increase their adherence, and then promote PrEP efficacy.
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  • 文章类型: Journal Article
    为了探索COVID-19期间工人的福祉,研究人员主要利用了以变量为中心的方法(例如,回归)侧重于描述工人的总体幸福感水平。鉴于在大流行期间可能影响工人福祉的因素的多样性,关注这种福祉趋势并不能充分了解大流行期间不同的生活福祉经历。此外,在这种复杂的公共卫生危机中,人们对工人的一般生活和工作的积极福祉研究不足。为了解决这些问题,我们使用潜在的轮廓分析,以人为本的分析,探索加拿大工人(在COVID-19之前受雇或在调查时工作)在COVID-19开始时经历的不同福祉现实。5月20日至27日对加拿大工人(N=510)进行了调查,2020年,积极(生活中的意义,蓬勃发展,在工作中蓬勃发展)和消极(痛苦,压力,生产力受损,工作中的麻烦症状)幸福感指标,以及可能与经历不同幸福感特征相关的因素。出现了五个幸福概况:适度繁荣,繁荣,适度的痛苦,痛苦,和混合。自我因素(性别,年龄,残疾状况,特质弹性),社会-(婚姻状况,家庭功能,在家生孩子),工作场所-(一些就业状况和工作行业,财务压力,工作安全),与大流行相关的(感知到对COVID-19的脆弱性,社会距离)生态水平预测了档案成员资格。对雇主的建议,政策制定者,和心理健康组织进行了讨论。
    To explore workers\' well-being during COVID-19, researchers have primarily utilized variable-centered approaches (e.g., regression) focusing on describing workers\' general level of well-being. Given the diversity of factors that may have impacted workers\' well-being during the pandemic, focusing on such well-being trends do not provide sufficient insight into the different lived well-being experiences during the pandemic. Moreover, positive well-being in workers\' general lives and work has been understudied in such complex public health crises. To address these issues, we use latent profile analysis, a person-centered analysis, to explore the diverse well-being realities Canadian workers (employed before COVID-19 or working at the time of the survey) experienced at the beginning of COVID-19. Canadian workers (N = 510) were surveyed between May 20-27th, 2020, on positive (meaning in life, flourishing, thriving at work) and negative (distress, stress, impaired productivity, troublesome symptoms at work) well-being indicators, as well as on factors that may be associated with experiencing different well-being profiles. Five well-being profiles emerged: moderately prospering, prospering, moderately suffering, suffering, and mixed. Factors at the self- (gender, age, disability status, trait resilience), social- (marital status, family functioning, having children at home), workplace- (some employment statuses and work industries, financial strain, job security), and pandemic-related (perceived vulnerability to COVID-19, social distancing) ecological levels predicted profile membership. Recommendations for employers, policymakers, and mental health organizations are discussed.
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  • 文章类型: Journal Article
    疫苗犹豫及其决定因素先前已被广泛研究。疫苗犹豫已被定义为连续的态度,从怀疑接受疫苗到拒绝疫苗。本研究旨在通过使用面向人的方法-潜在谱分析来探索儿童疫苗犹豫组的异质性。疫苗犹豫的斯洛文尼亚人(N=421,Mage=35.21,82.9%的妇女)的非代表性横截面样本用于识别基于他们对个人研究的依赖差异(“自我”研究而不是依靠科学),对知识的过度自信,支持阴谋论,补充和替代医学,以及对医疗系统的信任。分析揭示了疫苗犹豫者的三个概况。最犹豫的概况-疫苗拒绝-表达了对个人研究的最大依赖,表达了对阴谋论以及补充和替代医学的最高认可,对他们的知识表现出适度的过度自信,并表达了医疗保健系统中最高程度的不信任。我们进一步发现了社会人口结构的差异,并且所确定的概况在他们对MMR的态度上有所不同,HPV,季节性流感疫苗接种。本研究证明了疫苗犹豫社区的异质性,并提供了一些特征的见解,这对于设计亲疫苗运动至关重要。
    Vaccine hesitancy and its determinants have been previously widely researched. Vaccine hesitancy has been defined as a continuum of attitudes, ranging from accepting vaccines with doubts to rejecting them. The present study aims to explore the heterogeneity of a childhood-vaccine-hesitant group by using a person-oriented approach-latent profile analysis. A non-representative cross-sectional sample of vaccine-hesitant Slovenians (N = 421, Mage = 35.21, 82.9% women) was used to identify differences based on their reliance on personal research (\"self\" researching instead of relying on science), overconfidence in knowledge, endorsement of conspiracy theories, complementary and alternative medicine, and trust in the healthcare system. The analysis revealed three profiles of vaccine-hesitant individuals. The most hesitant profile-vaccine rejecting-expressed the greatest reliance on personal research, expressed the highest endorsement of conspiracy theories and complementary and alternative medicine, showed moderate overconfidence in their knowledge, and expressed the highest levels of distrust in the healthcare system. We further found differences in sociodemographic structure and that the identified profiles differed in their attitudes regarding MMR, HPV, and Seasonal Influenza vaccinations. The present study demonstrates the heterogeneity of the vaccine-hesitant community and offers insights into some of the traits, which are crucial for designing pro-vaccine campaigns.
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  • 文章类型: Journal Article
    基于信号和资源保护理论,本研究旨在确定与职业健康和福祉(OHWB)相关的不同战略组织概况.此外,这项研究探讨了这些不同的组织概况如何影响员工的福祉,特别是关于旷工,情绪疲惫,工作过载,打算退出,和工作满意度。数据来自59个组织和2828名员工。本研究的第一阶段介绍了为确定OHWB组织概况而进行的潜在概况分析。此分析揭示了根据植物的生长阶段隐喻命名的四个组织概况(即,荒地,发芽,萌芽,和盛开的OHWB配置文件)。本研究的第二阶段调查了分配给缺勤组织的潜在概况之间的关联,打算退出,情绪疲惫,工作超负荷的感觉,以及使用MANOVA的员工的工作满意度。结果表明,组织概况影响员工的健康和福祉。在OHWB知名度较低的组织中工作的员工,被称为“荒地简介”,倾向于报告更多的旷工日,更高水平的情绪疲惫,更大的工作过载,较低的工作满意度。与在OHWB知名度较高的组织中工作的员工相比,员工也更有可能表达出更大的辞职意愿(“蓬勃发展的个人资料”)。这项研究对于寻求了解投资于健康和福祉战略如何使员工受益的组织和从业人员很有用。
    Based on the signaling and conservation of resources theories, this study aims to identify different strategic organizational profiles related to occupational health and well-being (OHWB). Additionally, this study explores how these various organizational profiles impact employees\' well-being, specifically in relation to absenteeism, emotional exhaustion, work overload, intention to quit, and job satisfaction. Data were collected from 59 organizations and 2828 employees. The first phase of this study presents the latent profile analysis carried out to identify OHWB organizational profiles. This analysis reveals four organizational profiles that are metaphorically named according to the growth stages of plants (i.e., wasteland, sprouting, budding, and blooming OHWB profiles). The second phase of this study investigates the associations between the latent profiles assigned to the organizations with absenteeism, intention to quit, emotional exhaustion, feelings of work overload, and job satisfaction among their employees using MANOVA. The results show that organizational profiles influence employees\' health and well-being. Employees working in organizations with a low OHWB profile, known as the \"wasteland profile\", tend to report more days of absenteeism, higher levels of emotional exhaustion, greater work overload, and lower job satisfaction. Employees are also more likely to express a greater intention to quit their jobs than those working in organizations with a higher OHWB profile (a \"blooming profile\"). This study is useful for organizations and practitioners seeking to understand how investing in a health and well-being strategy can benefit their employees.
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  • 文章类型: Journal Article
    (1)背景:尽管情绪调节异常是具有前驱精神病性症状的青年的关键特征,并且与这些症状引起的困扰程度密切相关,在该临床高危人群中,对情绪调节的内部异质性的研究一直不足。(2)方法:本研究分析了394名具有前驱精神病症状的大学生的资料,使用潜在谱分析(LPA)根据表达抑制和认知重评的差异来识别情绪调节谱。采用单向方差分析来检查所识别的潜在特征与症状困扰之间的关系。(3)结果:确定了三个潜在的概况:“高认知重估组”(n=117,29.70%),“中度认知重估组”(n=233,59.14%),和“低认知重估组”(n=44,11.16%)。阴性症状(F=9.122,p<0.05)和知觉异常(F=3.103,p<0.05)的困扰在潜在概况中观察到显着差异,但在异常思维内容和特定知觉异常中没有观察到(均p>0.05)。“低认知重估组”表现出最严重的症状困扰,其次是“中度认知重估小组”,而“高认知重估组”经历的痛苦最少。(4)结论:本研究为具有前驱精神病性症状的青年情绪调节的异质性提供了证据,并揭示了情绪调节的潜在特征之间的知觉异常和阴性症状的困扰差异。这些发现支持有针对性的心理干预措施的发展,以减轻症状的困扰,提高生活质量。
    (1) Background: Although abnormal emotion regulation is a key characteristic of youth with prodromal psychotic symptoms and is closely related to the degree of distress caused by these symptoms, research on the internal heterogeneity of emotion regulation within this clinically high-risk population has been insufficient. (2) Methods: The current study analyzed data from 394 college students with prodromal psychotic symptoms, using latent profile analysis (LPA) to identify emotion regulation profiles based on differences in expressive suppression and cognitive reappraisal. One-way ANOVA was employed to examine the relationship between the identified latent profiles and distress of symptoms. (3) Results: Three latent profiles were identified: \"high cognitive reappraisal group\" (n = 117, 29.70%), \"moderate cognitive reappraisal group\" (n = 233, 59.14%), and \"low cognitive reappraisal group\" (n = 44, 11.16%). Significant differences in distress of negative symptoms (F = 9.122, p < 0.05) and perceptual abnormalities (F = 3.103, p < 0.05) were observed across the latent profiles but not in unusual thought content and specific perceptual abnormalities (both p > 0.05). The \"low cognitive reappraisal group\" exhibited the most severe distress of symptoms, followed by the \"moderate cognitive reappraisal group\", while the \"high cognitive reappraisal group\" experienced the least distress. (4) Conclusions: The current study provides evidence for the heterogeneity of emotion regulation among youth with prodromal psychotic symptoms and reveals differences in distress of perceptual abnormalities and negative symptoms between the latent profiles of emotion regulation. These findings support the development of targeted psychological interventions to alleviate the distress of symptoms and improve quality of life.
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  • 文章类型: Journal Article
    背景:培训医师的临床技能的发展轨迹因任务而异,并显示出个体差异。这项研究检查了医疗实习绩效和住院医师入学的预测因素,并发现了培训医师的绩效轨迹的亚型。
    方法:这项回顾性队列研究涉及888名培训医生,他们在2015年至2019年之间完成了医学实习。实习结束后,627名医生在2016年至2020年期间申请住院医师培训。最后,其中160人完成了第一年的内科实习,手术,儿科,和精神科在2016年至2020年之间。计算了实习绩效和第一年居住绩效的Pearson相关系数(n=160)。潜在轮廓分析根据医学院平均成绩点(GPA)确定性能轨迹亚型,实习表现,英语水平,和居民选择程序。还构建了居住接受度(n=627)和居住第一年前30%/下10%的绩效的多变量逻辑回归模型。
    结果:医学实习绩效与医学院GPA(r=0.194)和医学许可考试的书面分数(r=0.125)呈显着正相关。面试中得分较高(调整后的赔率比[aOR],2.57)和笔试(aOR,1.45)住院医师选择程序和更高的医疗实习绩效(AOR,1.19)与更高的居住权接受机会有关。潜在特征分析确定了三个培训医生亚组:平均表现,一贯的高性能(前30%),和适应变化(最低10%)。在居住地选择面试中得分较高(AOR,1.35)和较低的医疗实习绩效分数(AOR,0.79)与在居住的第一年中在前30%或最低10%中表现的机会较高有关,分别。
    结论:面试和医学实习的表现预计在住院医师培训的第一年中排名前30%和最低10%。分别。需要个性化的教育计划,以增强受训人员成为高功能医生的前景。
    BACKGROUND: Developmental trajectories of clinical skills in training physicians vary among tasks and show interindividual differences. This study examined the predictors of medical internship performance and residency entrance and found subtypes of performance trajectory in training physicians.
    METHODS: This retrospective cohort study involved 888 training physicians who completed a medical internship between 2015 and 2019. After the internship, 627 physicians applied for residency training between 2016 and 2020. Finally, 160 of them completed their first-year residency in internal medicine, surgery, pediatrics, and psychiatry departments between 2016 and 2020. Pearson\'s correlation coefficients of internship performance and first year-residency performance (n = 160) were calculated. Latent profile analysis identified performance trajectory subtypes according to medical school grade point average (GPA), internship performance, English proficiency, and residency selection procedures. Multivariate logistic regression models of residency acceptance (n = 627) and performance in the top 30%/lower 10% in the first year of residency were also constructed.
    RESULTS: Medical internship performance showed a significant positive correlation with the medical school GPA (r = 0.194) and the written score for the medical licensing examination (r = 0.125). Higher scores in the interview (adjusted odds ratio [aOR], 2.57) and written examination (aOR, 1.45) of residency selection procedures and higher medical internship performance (aOR, 1.19) were associated with a higher chance of residency acceptance. The latent profile analyses identified three training physician subgroups: average performance, consistently high performance (top 30%), and adaptation to changes (lowest 10%). Higher scores in the interview for residency selection (aOR, 1.35) and lower scores for medical internship performance (aOR, 0.79) were associated with a higher chance of performing in the top 30% or lowest 10% in the first year of residency, respectively.
    CONCLUSIONS: Performance in the interview and medical internship predicted being among the top 30% and lowest 10% of performers in the first year of residency training, respectively. Individualized educational programs to enhance the prospect of trainees becoming high-functioning physicians are needed.
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  • 文章类型: Journal Article
    目的:确定哮喘患儿家庭管理方式的潜在特征和预测因素。
    方法:这是次要的数据分析。在一项横断面研究中,使用了506名哮喘儿童主要照顾者的人口统计学数据及其家庭管理量表的得分。采用潜在轮廓分析和多元逻辑回归分析。
    结果:确定了三种家庭管理风格:蓬勃发展(简介1),住宿(简介2),和持久(简介3)家庭管理风格。孩子的年龄,性别,母亲的教育水平,家庭结构,疾病对父母工作和家庭生活的影响,他们是否有随访计划,以及他们的父母是否读过疾病和健康知识手册,被发现是不同风格的预测因素。
    结论:哮喘患儿存在三种不同的家庭管理方式。未来旨在加强哮喘患儿家庭管理的干预措施应基于其人口统计学特征和家庭管理方式。
    本研究中对家庭管理方式的精确分类可以作为指导,形成由医师和护士组成的多学科团队,提供个性化护理,并进行深入研究,以探索未来的生物医学机制和哮喘的社会心理学。
    结论:本文旨在确定哮喘患儿家庭管理方式的潜在特征和预测因素。蓬勃发展,可容纳,本文确定了持久的家族管理风格。孩子的特征,家庭和组织因素是不同家庭管理方式的预测因素。本文的研究结果为医师和护士提供个性化护理提供指导,并进行深入研究,以探索未来的生物医学机制和哮喘的社会心理学。
    这篇文章是根据STROBE清单报告的。
    没有患者或公共捐款。
    OBJECTIVE: To identify the latent profiles and predictors of family management styles for children with asthma.
    METHODS: This is a secondary data analysis. The demographic data of 506 primary caregivers of children with asthma and their scores of the Family Management Scale in a cross-sectional study were used. Latent profile analysis and multiple logistic regression analyses were employed.
    RESULTS: Three family management styles were identified: Thriving (Profile 1), Accommodating (Profile 2), and Enduring (Profile 3) Family Management Style. The child\'s age, gender, mother\'s education level, family structure, influence of illness on parents\' work and family life, whether they had follow-up plans and whether their parents had read disease and health knowledge pamphlets were found to be the predictors of different styles.
    CONCLUSIONS: Three distinct family management styles exist for children with asthma. Future interventions designed to enhance family management for children with asthma should be based on their demographic characteristics and family management styles.
    UNASSIGNED: The precise classification of family management styles in this study can serve as a guide to form multi-disciplinary teams of physicians and nurses to provide individualized care and conduct in-depth research to explore the mechanisms of biomedicine and the social psychology of asthma in the future.
    CONCLUSIONS: This paper aims to identify the latent profiles and predictors of family management styles of children with asthma. Thriving, accommodating, and enduring family management styles were identified in this paper. Child\'s characteristics, family and organizational factors were the predictors of different family management styles. Findings of this paper provide guidance for physicians and nurses to offer individualized care and conduct in-depth research to explore the mechanisms of biomedicine and the social psychology of asthma in the future.
    UNASSIGNED: The article was reported according to the STROBE Checklist.
    UNASSIGNED: No Patient or Public Contribution.
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  • 文章类型: Journal Article
    本研究旨在通过以人为本的方法检查护士的心理工作量(MWL)的潜在特征,并探讨影响因素。
    自2023年3月至7月,对四川省5家三级医院的526名中国临床护士进行了定量横断面研究,中国,通过使用人口统计信息,感知社会支持量表,简化的应对技能问卷,和NASA-任务负荷指数。使用Mplus7.3软件进行潜在谱分析。采用SPSS24.0软件进行Pearson卡方和logistic回归分析。
    根据护士对心理工作量评估的反应,确定了三种心理工作量概况,指定为“低MWL-高自定(n=70,13.3%)”,“中等MWL(n=273,51.9%)”,和“高MWL-低自定(n=183,34.8%)”。通过对这三种亚型的分析,工作年限<5年的护士(χ2=12.135,P<0.05),无儿童(χ2=16.182,P<0.01),月收入<6000(χ2=55.231,P<0.001),健康状况差(χ2=39.658,P<0.001),过去1年无心理训练(χ2=56.329,P<0.001)和遭受工作场所暴力(χ2=19.803,P<0.001)与MWL显著相关。此外,多因素logistic回归分析显示,消极应对方式(OR=1.146,95%CI:1.060~1.238,P=0.001)伴随着较高的MWL,而与领悟社会支持呈负相关(OR=0.927,95%CI:0.900~0.955,P<0.001)。
    我们的结果表明,护士的MWL可以分为三个亚型。月收入,健康状况,心理训练,职场暴力,消极应对方式,感知社会支持是MWL的影响因素。管理者可以根据不同亚组的个体特征采用个性化干预策略,以降低护士的MWL。
    UNASSIGNED: This study aimed to examine the latent profile of nurses\' mental workload (MWL) and explore the influencing factors via a person-centred approach.
    UNASSIGNED: From March to July 2023, a quantitative cross-sectional study was carried out to investigate 526 Chinese clinical nurses from five tertiary hospitals in Sichuan Province, China, by using demographic information, the Perceived Social Support Scale, Simplified Coping Skill Questionnaire, and NASA-Task Load Index. Latent profile analyses were performed using Mplus 7.3 software. Pearson\'s chi-squared and logistic regression analysis was done using SPSS 24.0 software.
    UNASSIGNED: Three profiles of mental workload were identified based on the nurses\' responses to the mental workload assessment, designated as \"low MWL-high self-rated (n = 70, 13.3%)\", \"moderate MWL (n = 273, 51.9%)\", and \"high MWL-low self-rated (n = 183, 34.8%)\". Based on the analysis of the three subtypes, nurses with working years < 5 years (χ 2  = 12.135, P < 0.05), no children (χ 2  = 16.182, P < 0.01), monthly income < 6000 (χ 2  = 55.231, P < 0.001), poor health status (χ 2  = 39.658, P < 0.001), no psychological training in the past year (χ2 = 56.329, P < 0.001) and suffering from workplace violence (χ 2  = 19.803, P < 0.001) were significantly associated with MWL. Moreover, the multivariate logistic regression analysis showed that negative coping styles (OR = 1.146, 95% CI: 1.060-1.238, P = 0.001) were accompanied by higher MWL while negatively associated with perceived social support (OR = 0.927, 95% CI: 0.900-0.955, P < 0.001).
    UNASSIGNED: Our results showed that the MWL of nurses could be classified into three subtypes. Monthly income, health status, psychological training, workplace violence, negative coping style, and perceived social support were the factors influencing MWL. Managers can employ personalised intervention strategies according to the individual characteristics of different subgroups to reduce nurses\' MWL.
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  • 文章类型: Journal Article
    个体内的休息活动行为集群形成模式对他们的内在能力(IC)具有重要意义,然而,他们很少被研究。根据福建省老龄化前瞻性队列研究的基线调查数据库,在2021年7月至12月间共招募了1253名社区居住的老年人。潜在轮廓分析用于根据休息-活动行为识别参与者的轮廓,而进行逻辑回归分析以调查配置文件和IC之间的关系。我们确定了三个潜在的概况,包括:(1)概况1标记为“大猩猩”:高体力活动(PA),中度久坐行为(SB),屏幕时间(ST)和睡眠(n=154,12%),(2)配置文件2-标记为“斑马”:中度PA,低SB,ST和高睡眠(n=779,62%),和(3)配置文件3-标记为“考拉”:高SB,ST,低PA和睡眠(n=320,26%)。Logistic回归显示低IC与“大猩猩”轮廓(β=-0.945,P<0.001)和“斑马”轮廓(β=-0.693,P<0.001)之间呈负相关。居住的老年人,与其他配置文件相比,“考拉”配置文件显示出最弱的IC。人口特征,即,女性,年龄较大,独自生活,低教育水平也与低IC相关。确定休息-活动行为的趋势可能有助于将注意力集中在有IC降低风险的老年人身上。并制定IC的个性化改进计划。
    Rest-activity behavior clusters within individuals to form patterns are of significant importance to their intrinsic capacity (IC), yet they have rarely been studied. A total of 1253 community-dwelling older adults were recruited between July and December 2021 based on the baseline survey database of the Fujian Prospective Cohort Study on Aging. Latent profile analysis was used to identify profiles of participants based on rest-activity behaviors, whereas logistic regression analysis was carried out to investigate the relationship between profiles and IC. We identified three latent profiles including: (1) Profile 1-labeled \"Gorillas\": High physical activity (PA), moderate sedentary behaviors (SB), screen time (ST) and sleep (n = 154, 12%), (2) Profile 2-labeled as \"Zebras\": Moderate PA, low SB, ST and high sleep (n = 779, 62%), and (3) Profile 3-labeled as\"Koalas\": High SB, ST, low PA and sleep (n = 320, 26%). Logistic regression revealed a negative correlation between low IC and the \"Gorillas\" profile (β = - 0.945, P < 0.001) as well as the \"Zebras\" profile (β = - 0.693, P < 0.001) among community-dwelling older adults, with the \"Koalas\" profile showing the weakest IC compared to the other profiles. The demographic traits i.e., female, older age, living alone, and low educational level also correlated with low IC. Identifying trends of rest-activity behaviors may help in drawing focus on older adults at risk of decreasing IC, and develop personalized improvement plans for IC.
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