random intercept cross‐lagged panel model

  • 文章类型: Journal Article
    背景:焦虑和注意力缺陷/多动障碍(ADHD)的症状从童年到青春期具有前瞻性相关。然而,ADHD的两个维度-注意力不集中和多动-冲动-是否与焦虑有差异,以及这些关系中是否存在发育和性别/性别差异尚不清楚.
    方法:每两年对两个4至16岁的挪威儿童(N=1,077;49%的女孩)进行评估,并进行诊断性父母访谈,以评估焦虑和ADHD的症状。使用随机截距交叉滞后面板模型分析数据,调整所有未观察到的时不变混杂效应。
    结果:在女孩中,注意力不集中,但不是多动-冲动,预测2年后所有时间点的焦虑增加,12岁和14岁时焦虑增加,预测注意力不集中而不是多动-冲动增加。在男孩中,在6岁和8岁时,多动-冲动增加,但注意力不集中,预测2年后焦虑增加,而焦虑的增加并不能预测注意力不集中或多动-冲动的增加。
    结论:ADHD的两个维度与焦虑有差异,而且这种关系是有性别的.在女孩中,注意力不集中可能参与整个儿童期和青春期焦虑的发展,而焦虑可能导致女孩在青春期早期开始出现更多的注意力不集中.在男孩中,多动-冲动可能参与早期学校焦虑的发展。有效治疗女孩的注意力不集中症状可以降低所有时间点的焦虑风险,而解决焦虑可能会减少青春期的注意力不集中。同样,治疗多动-冲动可能会降低男孩在儿童后期(8-10岁)的焦虑风险。
    BACKGROUND: Symptoms of anxiety and attention-deficit/hyperactivity disorder (ADHD) are prospectively related from childhood to adolescence. However, whether the two dimensions of ADHD-inattention and hyperactivity-impulsivity-are differentially related to anxiety and whether there are developmental and sex/gender differences in these relations are unknown.
    METHODS: Two birth cohorts of Norwegian children were assessed biennially from ages 4 to 16 (N = 1,077; 49% girls) with diagnostic parent interviews used to assess symptoms of anxiety and ADHD. Data were analyzed using a random intercept cross-lagged panel model, adjusting for all unobserved time-invariant confounding effects.
    RESULTS: In girls, increased inattention, but not hyperactivity-impulsivity, predicted increased anxiety 2 years later across all time-points and increased anxiety at ages 12 and 14 predicted increased inattention but not hyperactivity-impulsivity. In boys, increased hyperactivity-impulsivity at ages 6 and 8, but not increased inattention, predicted increased anxiety 2 years later, whereas increased anxiety did not predict increased inattention or hyperactivity-impulsivity.
    CONCLUSIONS: The two ADHD dimensions were differentially related to anxiety, and the relations were sex-specific. In girls, inattention may be involved in the development of anxiety throughout childhood and adolescence and anxiety may contribute to girls developing more inattention beginning in early adolescence. In boys, hyperactivity-impulsivity may be involved in the development of anxiety during the early school years. Effective treatment of inattention symptoms in girls may reduce anxiety risk at all time-points, while addressing anxiety may decrease inattention during adolescence. Similarly, treating hyperactivity-impulsivity may reduce anxiety risk in boys during late childhood (at ages 8-10).
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  • 文章类型: Journal Article
    道德脱离是一种重要的攻击性和道德认知。道德脱节的变化机制尚不清楚,特别是在个人层面。我们试图通过探索个人相对剥夺和敌意对公民道德脱离的一系列影响来澄清这一点。我们对1058名大学生进行了三波纵向调查(63.61%的女性;平均年龄=20.97)。随机截距交叉滞后面板模型的结果表明,第1波的个人相对剥夺和第2波的敌意对第3波的公民道德脱离的人内变化形成了串行效应,纵向间接效应检验表明,第2波的敌意中的人内动态起到了中介作用。跨性别的多组分析的结果进一步表明,在第2波中,敌意的纵向间接作用仅在男性中观察到,但不是女人,这表明了性别的调节作用。这些发现有助于理解人内攻击认知的机制,并从道德认知的角度为预防和干预攻击提供了启示。
    Moral disengagement is an important aggressive and moral cognition. The mechanisms of changes in moral disengagement remain unclear, especially at the within-person level. We attempted to clarify this by exploring the serial effects of personal relative deprivation and hostility on civic moral disengagement. We conducted a three-wave longitudinal survey with 1058 undergraduates (63.61% women; mean age = 20.97). The results of the random intercept cross-lagged panel model showed that personal relative deprivation at Wave 1 and hostility at Wave 2 formed a serial effect on the within-person changes in civic moral disengagement at Wave 3, and the longitudinal indirect effect test showed that the within-person dynamics in hostility at Wave 2 acted as a mediator. The results of multiple group analysis across genders further showed that the longitudinal indirect role of hostility at Wave 2 was only observed for men, but not for women, which indicates the moderating effect of gender. These findings facilitate an understanding of the mechanisms of aggressive cognitions at the within-person level and offer implications for the prevention and intervention of aggression from the perspective of moral cognition.
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  • 文章类型: Journal Article
    背景:学生在体育教育(PE)中的经历可以塑造未来的体育活动(PA)行为。体育享受与PA有关;然而,体育享乐与健身之间的关系尚未得到广泛研究。这项研究的目的是检查芬兰青少年中PE享受的变化是否与心肺健康(CRF)和肌肉健康(MF)的变化有关。
    方法:研究参与者是芬兰公立学校的学生(n=1147;基线为11.27[±0.32]年)。数据每年收集一次(2017-2021年)。20米航天飞机运行评估了CRF,卷曲/俯卧撑测试评估MF,体育承诺问卷2的享受子量表测量了体育享受。随机截距交叉滞后面板模型,包括体育享受的重复测量(水平内)和潜在水平(水平间),CRF和MF,经过测试。性,身体质量指数,中度至剧烈的PA,和峰值高度速度作为协变量包括在分析中。
    结果:超过5年,体育享受减少,CRF增加直到时间点3,并且MF保持稳定。观察到体育享受和健身之间的正相关,表明体育享受越多,健身度越高。为了体育享受,CRF和MF重复测量与下一年的测量呈正相关。此后几年,体育享乐与CRF和MF呈正相关。
    结论:我们的发现强调了在从小学到中学的过渡过程中,高质量的体育体验对于享受和健身收益的重要性。考虑到青少年的健康水平与未来的健康状况有关,这些发现很重要。
    BACKGROUND: Students\' experiences in physical education (PE) can shape future physical activity (PA) behaviors. PE enjoyment is associated with PA; however, the relationship between PE enjoyment and fitness has not been extensively investigated. The aim of this study was to examine if changes in PE enjoyment were associated with changes in cardiorespiratory fitness (CRF) and muscular fitness (MF) among Finnish adolescents.
    METHODS: Study participants were students (n = 1147; 11.27 [±0.32] years at baseline) attending public schools in Finland. Data were collected yearly (2017-2021). The 20 m shuttle run assessed CRF, curl-up/push-up tests assessed MF, and the enjoyment subscale of the Sport Commitment Questionnaire-2 measured PE enjoyment. The random intercept cross-lagged panel model, including repeated measures (within-level) and latent levels (between-level) of PE enjoyment, CRF and MF, was tested. Sex, body mass index, moderate to vigorous PA, and peak height velocity were included as covariates in the analysis.
    RESULTS: Over 5 years, PE enjoyment decreased, CRF increased until Timepoint 3, and MF remained stable. Positive associations between PE enjoyment and fitness were observed, indicating the greater the PE enjoyment, the higher the fitness. For PE enjoyment, CRF and MF repeated measures were positively associated with measurement of the next year. PE enjoyment was positively related to CRF and MF the years thereafter.
    CONCLUSIONS: Our findings highlight the importance of quality PE experiences for enjoyment and fitness gains during the transition from primary to secondary school. These findings are important given youth fitness levels are associated with future health status.
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  • 文章类型: Journal Article
    背景:在世界和中国,与男性发生性关系的年轻男性(YMSM)可能会经历高水平的性少数污名(SMS)和抑郁症状(DS)。然而,缺乏研究SMS对YMSMDS的纵向影响,特别是关注YMSM,分离人与人之间的影响。这项研究旨在填补上述空白。
    方法:研究数据来自中国中部349个YMSM的前瞻性队列(武汉,长沙,南昌),基线调查于2017年开始,每年进行一次随访.使用有效且可靠的仪器测量SMS和DS三次。采用交叉滞后面板模型(CLPM)和随机截距CLPM(RI-CLPM)来检验人与人之间的并发和滞后效应,分别。
    结果:CLPM的研究结果表明,随着时间的推移,SMS和DS之间存在双向关联。RI-CLPM建议,在人与人之间,SMS与DS显著相关,呼应CLPM的结果。然而,这种互惠关系在人内没有发现。
    结论:在群体水平上,YMSM之间的SMS和DS之间的关联比在个体水平上更显著。我们建议干预措施应针对文化边缘化的不利影响,并系统地改变社会观念,以减少社会中的SMS数量。
    BACKGROUND: Young men who have sex with men (YMSM) may experience high levels of sexual minority stigma (SMS) and depressive symptoms (DS) over the world and in China. However, there is a lack of studies investigating the longitudinal effects of SMS on DS of YMSM, especially focusing on YMSM and separating the between-person and within-person effects. This study aimed to fill the said gaps.
    METHODS: Study data were derived from a prospective cohort of 349 YMSM from central China (Wuhan, Changsha, Nanchang), the baseline survey was started in 2017 with one follow-up visit every year. SMS and DS were measured three times using valid and reliable instruments. The cross-lagged panel model (CLPM) and the random intercept CLPM (RI-CLPM) were used to examine the between-person and within-person concurrent and lagged effects, respectively.
    RESULTS: Findings of CLPM revealed bidirectional associations between SMS and DS over time. RI-CLPM suggested that at the between-person level, SMS was significantly associated with DS, echoing the results of CLPM. However, this reciprocal relationship has not been found at the within-person level.
    CONCLUSIONS: The associations between SMS and DS among YMSM at the population level is more significant than that at the individual level. We suggest that interventions should be against the adverse effects of cultural marginalization and systemic change the social concepts to reduce the amount of SMS in society.
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  • 文章类型: Journal Article
    尽管对意义违反(MV)和恢复的动态过程进行了广泛的理论讨论,关于这一主题的实证研究仍然缺乏。本研究旨在探讨MV的运动轨迹以及MV与感知创伤后成长(PPTG)之间的双向性。这项研究采用了跨越3个月的3波纵向设计,来自中国的参与者在过去3个月内经历过任何令人痛苦的事件的样本被认为是合格的。指示参与者(N=215;年龄18-38岁)评估选定事件的MV和PPTG。使用潜在生长模型来检查MV随时间的变化,并使用随机截距交叉滞后面板模型来分析MV和PPTG之间的双向关联。结果显示,在个人层面,T1处的MV负预测T2处的PPTG,而T2处的PPTG负预测T3处的MV。这些结果表明,MV的感觉可能在初始阶段阻碍了PPTG,而PPTG可能是后期MV减少的预测因子。在人与人之间,观察到这两个结构之间存在正相关关系,表明经历较高水平MV的个体,总的来说,也倾向于报告更高的PPTG。这些发现反映了意义重构过程的复杂性和动态性,为意义生成模型提供了经验证据。
    Despite extensive theoretical discussions on the dynamic process of meaning violation (MV) and restoration, empirical research on this topic remained lacking. This study aimed to explore the trajectory of MV and the bi-directionality between MV and perceived posttraumatic growth (PPTG). This study employed a 3-wave longitudinal design spanning over 3 months, and a sample of participants from China who experienced any distressing event within the past 3 months was considered eligible. Participants (N = 215; aged 18-38 years old) were instructed to assess MV and PPTG regarding a chosen event. A latent growth model was used to examine changes in MV over time and a random intercept cross-lagged panel model was used to analyze bidirectional associations between MV and PPTG. Results revealed that, at the within-person level, MV at T1 negatively predicted PPTG at T2, while PPTG at T2 negatively predicted MV at T3. These results indicate that the sense of MV may have impeded PPTG in the initial stages, whereas PPTG might serve as a predictor for diminished MV at later stages. At the between-person level, a positive relationship between these two constructs was observed, suggesting that individuals who experienced higher levels of MV, in general, also tended to report greater PPTG. These findings reflect the complex and dynamic nature of meaning reconstruction processes and provide empirical evidence for the meaning-making model.
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