Latent Profile Analysis

潜在剖面分析
  • 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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  • 文章类型: Journal Article
    轮班公差(SWT)是指适应轮班工作而不会产生重大不利后果的能力。本研究旨在研究SWT的个体差异及其预测因素和结果。使用从448名中国男性水手中收集的横截面数据进行潜在剖面分析,这些水手在海上经历了长时间(>30d)的非24小时轮班时间表。抑郁症,焦虑,睡眠障碍,疲劳,国内混乱,工作满意度,工作参与,纳入消化系统和心血管症状作为SWT指标.结果表明,SWT存在2种潜在特征,分别为高SWT组和低SWT组。高SWT组的特点是所有负面的生物心理社会结果水平较低,但工作投入和工作满意度较高,而低SWT组表现出与高SWT组完全相反的特征。硬度水平可以预测具有较高硬度水平的人更有可能属于高SWT组。然而,两组间的工作绩效无显著差异.总之,坚定性可以作为轮班工作人员选择的预测指标,应鼓励轮班工作人员进行基于坚定性的干预计划。
    Shift work tolerance (SWT) refers to the ability to adapt to shift work without significant adverse consequences. The present study aimed to examine the individual differences in SWT and their predictors and outcomes. Latent profile analyses were conducted using cross-sectional data collected form 448 Chinese male sailors who experienced a prolonged (>30 d) non-24-h rotating shift schedule at sea. Depression, anxiety, sleep disturbance, fatigue, domestic disruption, job satisfaction, work engagement, digestive and cardiovascular symptoms were included as indicators of SWT. The results showed that there existed 2 latent profiles of SWT named as High SWT group and Low SWT group. High SWT group was characterized by low levels on all negative bio-psycho-social outcomes but high levels of work engagement and job satisfaction, while Low SWT group exhibited completely opposite characteristics compared to High SWT group. The level of hardiness could predict profile membership that those with higher level of hardiness were more likely to belong to High SWT group. However, there were no significant differences observed in job performance between two groups. In conclusion, hardiness can serve as a predictor of personnel selection for shift work and hardiness-based intervention programs should be encouraged among the shift workers.
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  • 文章类型: Journal Article
    这项研究检查了积极幸福感的变化,这些变化是超自然信念和分裂型的功能。2,362名英国受访者完成了评估超自然信念的自我报告措施,分裂型,积极的福祉(生活中的意义,对生活的满意度,和自尊),超自然体验,和对阴谋的信仰。超自然信念与精神分裂症的认知知觉因素最密切相关。超自然信仰和认知知觉因素都与报告超自然经历和对阴谋论信仰的认可有关。尽管有共同之处,超自然信念和分裂型与幸福感存在差异。超自然信念与生活意义(存在和搜索)和对生活的满意度呈正相关。分裂型与存在负相关,对生活的满意度,自尊和积极的搜索。潜在谱分析确定了四个亚组:概况1,低信念和分裂型(样本的49%);概况2,低信念和认知知觉,温和的人际关系和混乱(13.6%);概况3,高信念,适度的认知-感性和人际,低无组织(24.3%);概况4,高信念和分裂型(13.1%)。多变量方差分析(MANOVA)发现,混合分裂型的低信念与较低的存在有关,和低信念和分裂型(vs.高)与更高的存在有关。超自然信念和分裂与更大的搜索相关,超自然经验因素得分较高,以及对一般阴谋家信仰的认可。最后,较低的信念和分裂型伴随着对生活和自尊的较高满意度。总的来说,超自然信念与积极的幸福感有关,而分裂型与较低的阳性幸福感有关。
    This study examined variations in positive well-being as a function of paranormal belief and schizotypy. A sample of 2,362 United Kingdom-based respondents completed self-report measures assessing paranormal belief, schizotypy, positive well-being (meaning in life, satisfaction with life, and self-esteem), paranormal experience, and belief in conspiracies. The paranormal belief was most strongly related to the cognitive-perceptual factor of schizotypy. Both paranormal belief and the cognitive-perceptual factor were associated with reporting paranormal experiences and endorsement of conspiracist beliefs. Despite commonality, paranormal belief and schizotypy were differentially related to well-being. Paranormal belief correlated positively with meaning in life (presence and search) and satisfaction with life. Schizotypy correlated negatively with presence, satisfaction with life, and self-esteem and positively with search. Latent profile analysis identified four subgroups: Profile 1, low belief and schizotypy (49% of the sample); Profile 2, low belief and cognitive-perceptual, moderate interpersonal and disorganised (13.6%); Profile 3, high belief, moderate cognitive-perceptual and interpersonal, low disorganised (24.3%); and Profile 4, high belief and schizotypy (13.1%). Multivariate analysis of variance (MANOVA) found that low belief with mixed schizotypy was associated with lower presence, and low belief and schizotypy (vs. high) were related to higher presence. Paranormal belief and schizotypy were associated with greater search, higher scores on paranormal experiential factors, and endorsement of generic conspiracist beliefs. Finally, lower belief and schizotypy were concomitant with higher satisfaction with life and self-esteem. Overall, paranormal belief was related to positive well-being, whereas schizotypy was associated with lower positive wellbeing.
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  • 文章类型: Journal Article
    尽管越来越多的人支持表型冷酷无情(CU)性状的多种发育途径(即,小学,和二级CU变体),关于非西方CU变异的儿童表现的研究仍然有限,社区样本。使用来自纵向数据的潜在剖面分析,全国韩国样本(N=1597,48.7%女孩),我们发现了不同的儿童群体,基于外部化问题,CU特征,和情绪反应水平。最佳的五方案解决方案确定了不同的亚组:低风险,初级CU(以情绪反应性低和外化问题为特征),反应性(低CU/中等情绪反应性和外化问题),和两个二级CU组(即,中等高CU和中等中等CU;情绪反应性高和外化问题都很高)。两个次要CU变体显示出与主要CU变体的差异,因为这两者在学前外部化问题(6岁)和学龄行为问题(11岁)方面都很高。然而,与中等高CU相比,中等-中等CU组11岁时表现出更高的焦虑水平,指示次级CU变体的不同发育轨迹。这些发现扩大了我们对韩国学龄前儿童CU变异的理解,并强调了情绪反应在区分此类亚型和识别其随时间发展结果中的作用。
    Despite the growing support for the multiple developmental pathways to phenotypic callous-unemotional (CU) traits (i.e., primary, and secondary CU variants), there remains limited research on childhood manifestations of CU variants in non-Western, community samples. Using a latent profile analysis with data sourced from the longitudinal, nationwide Korean sample (N = 1597, 48.7% girls), we discerned heterogeneous groups of children, based on externalizing problems, CU traits, and emotional reactivity level. The optimal five-profile solution identified distinct subgroups: low-risk, primary CU (characterized by low emotional reactivity and externalizing problem), reactive (low CU/moderate emotion reactivity and externalizing problem), and two secondary CU groups (i.e., secondary-high CU and secondary-moderate CU; both high in emotional reactivity and externalizing problems). The two secondary CU variants demonstrated differences from the primary CU variants, in that both are high in preschool externalizing problems (age 6) and school-age conduct problems (age 11). However, the secondary-moderate CU group displayed greater levels of anxiety at age 11 compared to secondary-high CU, indicating divergent developmental trajectories of secondary CU variants. These findings expand our understanding of CU variants among Korean preschoolers and highlight the role of emotional reactivity in distinguishing such subtypes and identifying their developmental outcomes across time.
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  • 文章类型: Journal Article
    背景:护士道德勇气(NMC)可提高护理质量和患者安全。护士的职业价值观促进道德坚守,道德义务履行,和遵守,以防止违反道德。有必要从职业价值观的角度探讨道德勇气的现状和影响因素。
    目的:调查护士道德勇气的现状,分析护士道德勇气的潜在特征,从职业价值观的角度探讨其影响因素。
    方法:采用横截面设计。
    方法:数据收集于2023年5月在武汉某三甲医院,湖北省,中国。由人口统计特征组成的自行设计的基于网络的问卷,横断面调查采用中国护士专业价值观量表修订版(NPVS-R-CV)和护士道德勇气量表(NMCS)。利用NMCS的3个明确指标的结果进行潜在剖面分析,采用多因素logistic回归分析NMC的影响因素。
    方法:研究伦理批准(具有TJ-IRB20220543的代码)从同济医院获得,同济医学院,华中科技大学.
    结果:这项研究包括966名护士,以女性为主,30岁以下,91.10%拥有学士学位。潜在概况分析确定了三个道德勇气概况:低级(31.5%),中等水平(47.2%),和高水平(21.3%)。多因素Logistic回归分析显示,职业价值观与道德勇气呈显著正相关,护士长更有可能表现出较高的道德勇气(OR=3.586,p=0.013)。
    结论:护士的道德勇气可分为3个亚组。护士的职业价值观与道德勇气呈正相关,护士长表现出更高的道德勇气。通过培训加强职业价值观可以提高护理的道德行为,有可能改善患者护理和安全。
    BACKGROUND: Nurses\' moral courage (NMC) enhances care quality and patient safety. Nurses\' professional values promote ethical adherence, moral obligation fulfillment, and compliance to prevent ethical violations. It is necessary to explore the current status and influencing factors of moral courage from the perspective of professional values.
    OBJECTIVE: To investigate the current situation of nurses\' moral courage, analyze the latent profiles of nurses\' moral courage, and explore the influencing factors from the perspective of professional values.
    METHODS: A cross-sectional design was employed.
    METHODS: Data were collected through convenient sampling at a tertiary hospital during May 2023 in Wuhan, Hubei province, China. A self-designed web-based questionnaire consisting of demographic characteristics, the Chinese Nurses\' Professional Values Scale-Revised Version (NPVS-R-CV) and the Nurses\' Moral Courage Scale (NMCS) were used for the cross-sectional survey. Latent profile analysis was conducted using the results of 3 explicit indexes of NMCS, and multivariate logistic regression was used to analyze the influencing factors of NMC.
    METHODS: Research ethics approval (with the code of TJ- IRB 20220543) was obtained from Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology.
    RESULTS: This study included 966 nurses, predominantly female and under 30 years old, with 91.10% holding a bachelor\'s degree. Latent profile analysis identified three moral courage profiles: low-level (31.5%), medium-level (47.2%), and high-level (21.3%). Multivariate logistic regression analysis showed significant positive correlations between professional values and moral courage, with head nurses being significantly more likely to exhibit high moral courage (OR = 3.586, p = 0.013).
    CONCLUSIONS: The moral courage of nurses can be classified into 3 subgroups. Nurses\' professional values positively correlate with moral courage, with head nurses showing significantly higher levels of moral courage. Strengthening professional values through training can enhance ethical behavior in nursing, potentially improving patient care and safety.
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  • 文章类型: Journal Article
    目的:青少年行为与人格密切相关,身体活动的关键预测指标。由于关于人格维度如何影响身体活动的研究结果不一致,注重人格特质的组合更有理论和实践指导价值。这项研究旨在研究青少年人格的潜在类别及其与身体活动的关系。
    方法:使用2014-2015年中国教育行业调查(CEPS)的数据,9212名青少年在排除缺少核心价值观的样本后,报告了他们的“大五”人格和身体活动水平。使用Mplus8.3进行的潜在轮廓分析通过比较模型拟合以对人格类型进行分类来确定最佳模型。Bolck-Croon-Hagenaars(BHC)分析用于根据所产生的类别差异及其重要性比较人格特征中的体力活动。
    结果:潜在特征分析根据AIC等拟合指数确定了青少年中的五种人格特质类型,BIC,aBIC,和熵:低控制保守组(5.0%),平衡发展组(45.1%),乐观行动组(40.4%),独立回避组(4.5%),和内向弱势群体5.0%)。在这些概况中发现体力活动的显著差异(p<0.001),乐观行动组中的个体倾向于更多的身体活动,而独立回避组中的个体则较少的身体活动。
    结论:青少年人格可以分为五类,人格特征的不同组合可以预测身体活动。这些发现有助于根据人格特征识别缺乏体育锻炼的青少年,允许设计有针对性的心理干预措施,以促进运动动机和培养健康的运动习惯。然而,该研究的局限性包括狭窄的年龄范围和单一的评估方法.未来的研究可以纳入不同的评估方法和长期跟踪。
    OBJECTIVE: Adolescent behavior is closely linked to personality, a key predictor of physical activity. Due to inconsistent findings on how personality dimensions influence physical activity, focusing on combinations of personality traits is more valuable for theoretical and practical guidance. This study aims to examine potential categories of adolescent personality and their relationship with physical activity.
    METHODS: Using data from the 2014-2015 China Education Panel Survey (CEPS), 9212 adolescents reported their \"Big Five\" personality and physical activity levels after excluding samples with missing core values. Latent profile analysis with Mplus 8.3 determined the optimal model by comparing model fits to categorize personality types. Bolck-Croon-Hagenaars (BHC) analysis was used to compared physical activity across personality profiles based on the resulting class differences and its significance.
    RESULTS: Latent profile analysis identified five personality trait types among adolescents based on fit indices such as AIC, BIC, aBIC, and Entropy: Low-control conservative group (5.0 %), Balanced development group (45.1 %), Optimistic action group (40.4 %), Independent avoidant group (4.5 %), and Introverted vulnerable group 5.0 %). Significant differences in physical activity were found among these profiles (p < 0.001), with individuals in the Optimistic action group tending to be more physically active and those in the Independent avoidance group being less physically active.
    CONCLUSIONS: Adolescent personality can be classified into five categories, and different combinations of personality traits can predict physical activity. The findings help identify adolescents who lack physical activity based on their personality profiles, allowing for the design of targeted psychological interventions to promote exercise motivation and foster healthy exercise habits. However, the study has limitations include a narrow age range and a single evaluation method. Future research could incorporate diverse evaluation methods and long-term tracking.
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  • 文章类型: Journal Article
    很少有理论和经验著作描述了冒名顶替现象(IP),也没有研究从黑暗的角度探讨了冒名顶替主义。我们采用了以人为中心的方法,根据IP上的分数来识别冒名顶替者的集群,完美主义自我表现和黑暗三合会使用306名大学生的样本(法师=22.82)。潜在剖面分析提出了一个6簇解决方案,在精神病理学症状方面进一步比较(即,倦怠,广泛性焦虑,和对失败的恐惧)通过(M)方差分析。我们的结果表明,即兴创作依赖于自我呈现策略。此外,IP评分高的个体经历了精神病理学症状水平的增强.从连续体的角度来看IP可能会提高我们对什么使某人遭受impostorism的理解。
    Few theoretical and empirical works have described impostor phenomenon (IP) and no study explored impostorism from a dark perspective. We adopted a person-centered approach to identify clusters of impostors based on scores on the IP, perfectionistic self-presentation and the Dark Triad using a sample of 306 university students (Mage = 22.82). The latent profile analysis suggested a 6-cluster solution, which was further compared in terms of psychopathology symptoms (i.e., burnout, generalized anxiety, and fear of failure) by means of (M)ANOVAs. Our results indicated that impostorism relies on a self-presentation strategy. Moreover, individuals scoring high on IP experienced enhanced levels of psychopathology symptoms. Looking at IP from a continuum perspective might improve our understanding about what makes someone suffer from impostorism.
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  • 文章类型: Journal Article
    背景。促炎和神经内分泌介质与疾病的病因有关。应激通过脑-体信号通路的复杂网络增加免疫-神经内分泌生物标志物的浓度。次优睡眠通过改变使大脑对压力敏感的主要效应系统来进一步调节这些过程。鉴于无处不在,物质剥夺的影响性质,我们测试了经济压力和不理想睡眠与这些分子过程的协同关联。方法。根据英国老龄化纵向研究(ELSA)的数据,在四年(2008-2012)中,对4,940名参与者(~66±9.4岁)进行了关联测试。通过分析三角剖分,我们测试了经济压力(>60%的资源不足)和睡眠欠佳(≤5/≥9小时)是否与免疫神经内分泌状况独立且交互相关,来自C反应蛋白的潜在谱分析(LPA),纤维蛋白原,白细胞计数,头发皮质醇,和胰岛素样生长因子-1.结果。三级LPA模型提供了最大的简约性。在调整遗传倾向后,社会人口统计学,生活方式,和健康,经济压力与短睡眠相关的横截面(RRR=1.45;95CI=1.18-1.79;p<0.001)和纵向(RRR=1.31;95CI=1.02-1.68;p=0.035),它使属于高风险生物标志物的风险增加了42%(95CI=1.12-1.80;p=0.004)。不理想的睡眠与未来高风险成员资格的风险无关,它也没有缓和财务压力-生物标志物概况的关联。讨论。结果通过揭示免疫神经内分泌标志物如何在老年队列中聚集并随着时间的推移对经济压力做出反应来提高心理神经免疫学知识。支持与短期睡眠有关的财务压力。次优睡眠的无效作用,作为暴露和调解人,在个人资料成员中,提供了有关睡眠在免疫神经内分泌过程中的动态作用的宝贵见解。
    UNASSIGNED: Proinflammatory and neuroendocrine mediators are implicated in disease aetiopathogenesis. Stress increases concentrations of immune-neuroendocrine biomarkers through a complex network of brain-body signalling pathways. Suboptimal sleep further modulates these processes by altering major effector systems that sensitise the brain to stress. Given the ubiquitous, impactful nature of material deprivation, we tested for a synergistic association of financial stress and suboptimal sleep with these molecular processes.
    UNASSIGNED: With data drawn from the English Longitudinal Study of Ageing (ELSA), associations were tested on 4,940 participants (~66±9.4 years) across four-years (2008-2012). Through analytical triangulation, we tested whether financial stress (>60% insufficient resources) and suboptimal sleep (≤5/≥9 hours) were independently and interactively associated with immune-neuroendocrine profiles, derived from a latent profile analysis (LPA) of C-reactive protein, fibrinogen, white blood cell counts, hair cortisol, and insulin-like growth factor-1.
    UNASSIGNED: A three-class LPA model offered the greatest parsimony. After adjustment for genetic predisposition, sociodemographics, lifestyle, and health, financial stress was associated with short-sleep cross-sectionally (RRR=1.45; 95%CI=1.18-1.79; p<0.001) and longitudinally (RRR=1.31; 95%CI=1.02-1.68; p=0.035), and it increased risk of belonging to the high-risk biomarker profile by 42% (95%CI=1.12-1.80; p=0.004). Suboptimal sleep was not related to future risk of high-risk profile membership, nor did it moderate financial stress-biomarker profile associations.
    UNASSIGNED: Results advance psychoneuroimmunological knowledge by revealing how immune-neuroendocrine markers cluster in older cohorts and respond to financial stress over time. Financial stress associations with short-sleep are supported. The null role of suboptimal sleep, as exposure and mediator, in profile membership, provides valuable insight into the dynamic role of sleep in immune-neuroendocrine processes.
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  • 文章类型: Journal Article
    背景:社会参与是全膝关节置换术(TKA)后患者康复和社会融合的重要指标。然而,大多数现有的研究集中在改善患者的功能和活动,只有少数人检查TKA后患者的社会参与情况。因此,本研究旨在调查TKA术后3个月患者社会参与的异质性,分析影响因素,促进特定患者的功能锻炼和术后随访。
    方法:这项横断面研究招募了255名在济南市某三级医院接受TKA的患者,中国,2022年3月至7月。在接受TKA三个月后,参与者的数据是使用数字疼痛评定量表收集的,中国版的运动恐惧症坦帕量表,10项凯斯勒心理困扰量表,特殊外科医院膝关节评定量表,以及对参与和自主性问卷的影响。潜在特征分析用于确定患者社会参与的类别。采用多因素logistic回归分析不同亚组的影响因素。
    结果:TKA后三个月,患者分为三个亚组:低社会参与组(17.9%),适度社会参与群体(40.8%),和高社会参与度群体(41.3%)。接受TKA的绝大多数患者表现出中等至高水平的社会参与。多因素logistic回归分析结果显示,疼痛程度,膝关节功能,运动恐惧症和运动恐惧症是TKA术后3个月患者潜在社会参与状况的影响因素(p<0.05)。
    结论:这些结果支持TKA术后3个月患者社会参与的明显分类特征。医务人员需要根据社会参与的潜在分类特征提供有针对性的指导,以提高社会参与水平,促进患者康复。
    BACKGROUND: Social participation is an important index of rehabilitation and social reintegration in patients after total knee arthroplasty (TKA). However, most existing studies focus on improving patients\' functioning and activities, with only a few examining the social participation among patients after TKA. Therefore, the study aims to investigate the heterogeneity of social participation in patients three months after TKA and analyze subgroup influencing factors, to promote functional exercise and postoperative follow-up in specific patients.
    METHODS: This cross-sectional study recruited 255 patients who underwent TKA in a Tertiary Hospital in Jinan City, China, from March to July 2022. Three months after having undergone TKA, participants\' data were collected using the Numeric Pain Rating Scale, the Chinese version of the Tampa Scale of Kinesiophobia, the 10-item Kessler Psychological Distress Scale, Hospital for Special Surgery Knee-rating Scale, and Impact on Participation and Autonomy Questionnaire. Latent profile analysis was used to identify categories of patients\' social participation. Multiple logistic regression analysis was used to analyze the influencing factors of the different subgroups.
    RESULTS: Three months after TKA, the patients were divided into three subgroups: low social participation group (17.9%), moderate social participation group (40.8%), and high social participation group (41.3%). The vast majority of patients who underwent TKA exhibited moderate-to-high level of social participation. The multiple logistic regression analysis results showed that age, degree of pain, knee function, and kinesiophobia were the influencing factors of the potential profiles of social participation in patients three months after TKA (p < 0.05).
    CONCLUSIONS: These results support a distinct categorical feature of social participation among patients three months after undergoing TKA. Medical staff need to provide targeted guidance according to the potential classification characteristics of social participation to improve the level of social participation and promote rehabilitation of patients.
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  • 文章类型: Journal Article
    目的:确定癌症儿童父母的应对概况及其潜在因素,并检查哪些概况与疾病适应相关。
    方法:一项横断面研究,利用对癌症患儿父母的调查(n=89)。
    方法:问卷调查包括社会人口统计学,应对方式,育儿压力,抑郁症,创伤后症状,疾病调整和生活质量。父母应对概况是通过潜在概况分析确定的。Logistic多项式回归用于确定应对概况的预测因子。通过多变量方差分析与Bonferroni调整比较了应对方案的适应结果。
    结果:确定了五个配置文件:“强大的汇辑”使用了中度到高度的应对策略,具有积极-积极的取向;“温和-活动家”使用了类似的模式,相当适度;“自我调节者”使用了自我内容策略;“温和参与者”使用了主动参与策略;“回避者”使用了回避被动策略。父母压力预测的应对概况,因此,经历更大压力的父母在更大程度上利用了“回避者”。小组比较显示,“回避者”有更多的抑郁和创伤后症状,更差的疾病调整和更低的生活质量。
    结论:被动回避的应对机制在父母癌症适应方面可能是适应不良的,表明韧性较低。
    结论:研究结果可以指导临床医生通过调整政策和实践以满足家庭需求来提高家庭复原力。
    不适用。
    OBJECTIVE: To identify profiles of coping in parents of children with cancer and their underlying factors and to examine which profile(s) are associated with illness adaptation.
    METHODS: A cross-sectional study utilizing surveys among parents of children with cancer (n = 89).
    METHODS: Questionnaires included socio-demographics, ways of coping, parenting stress, depression, post-traumatic symptoms, illness adjustment and quality of life. Parental coping profiles were identified via latent profile analysis. Logistic multinomial regression was used to identify predictors of coping profiles. Adaptation outcomes were compared across the coping profiles via multivariable analyses of variance with Bonferroni adjustments.
    RESULTS: Five profiles were identified: The \'Strong Repertoire\' used coping strategies moderate to high degree, with a positive-active orientation; The \'Moderate-Activist\' used a similar pattern, rather more moderately; The \'Self-Regulator\' used self-content strategies; The \'Mild-Engager\' used active-engaging strategies; The \'Avoidant Coper\' used avoidant-passive strategies. Parental stress predicted coping profiles, so that parents experiencing greater stress utilized the \'Avoidant Coper\' to a greater degree. Group comparisons revealed that \'Avoidant-Copers\' had more depressive and post-traumatic symptoms, worse illness adjustment and lower quality of life.
    CONCLUSIONS: Passive-avoidant mechanisms of coping may be maladaptive in terms of parental cancer adaptation and indicative of lower resilience.
    CONCLUSIONS: Findings can direct clinicians to promote familial resilience by adapting policy and practice to meet familial needs.
    UNASSIGNED: Not applicable.
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