A comparative evaluation of factor- and component-based structural equation modelling approaches under (in)correct construct representations

Structural equation modelling (SEM) has evolved into two domains, factor-based and component-based, dependent on whether constructs are statistically represented as common factors or components. The two SEM domains are conceptually distinct, each assuming their own population models with either of the statistical construct proxies, and statistical SEM approaches should be used for estimating models whose construct representations correspond to what they assume. However, SEM approaches have often been evaluated and compared only under population factor models, providing misleading conclusions about their relative performance. This is partly because population component models and their relationships have not been clearly formulated. Also, it is of fundamental importance to examine how robust SEM approaches can be to potential misrepresentation of constructs because researchers may often lack clear theories to determine whether a factor or component is more representative of a given construct. Addressing these issues, this study begins by clarifying several population component models and their relationships and then provides a comprehensive evaluation of four SEM approaches – the maximum likelihood approach and factor score regression for factor-based SEM as well as generalized structured component analysis (GSCA) and partial least squares path modelling (PLSPM) for component-based SEM – under various experimental conditions. We confirm that the factor-based SEM approaches should be preferred for estimating factor models, whereas the component-based SEM approaches should be chosen for component models. Importantly, the component-based approaches are generally more robust to construct misrepresentation than the factor-based ones. Of the component-based approaches, GSCA should be chosen over PLSPM, regardless of whether or not constructs are misrepresented.     

Examining methodological variation in response inhibition: The effects of outcome measures and task characteristics on age-related differences

This study addressed methodological issues common to developmental studies on response inhibition. Age-related differences were investigated using two Stroop-like tasks with different levels of complexity and comparing different outcome measures in a sample of 340 children and adolescents aged 7–15 years. First, speed and accuracy of task performance were examined; the results showing that improvement in speed continued until age 13 in both the basic naming task and the two inhibition tasks. Improvement in accuracy was less consistent and continued until age 9 or 13 years. Second, two different algorithms were employed to control for the effects of basic processes in inhibition tasks. The difference algorithm indicated age-related differences similar to those for speed. The ratio algorithm, however, suggested earlier deceleration of development of response inhibition at 9 or 11 years of age. Factors related to the cognitive requirements and presented stimuli also had an effect on the results. The present findings shed light on the inconsistencies in the developmental studies of response inhibition and demonstrated that the selection of outcome measures and task characteristics are critical because they affect the way development is depicted.     

BODE指数评价慢性阻塞性肺疾病患者戒烟效果的研究

采用BODE评分系统评价慢性阻塞性肺疾病(COPD)患者的戒烟效果.248例吸烟的稳定期COPD患者进行随机分组,一组除常规治疗外给予戒烟干预(即戒烟组),一组给予常规治疗(即对照组).所有患者在入组时和观察结束时均给予肺功能检测、六分钟步行试验(6MWT)、呼吸困难评分(mMRC)、测量身高和体重,观察各指标的变化情况.至1年观察结束时,戒烟组和对照组在BMI(26.70±3.74 vs.25.17±3.63)、FEV1％pred (50.29±12.54 vs.46.68±15.37)、mMRC(1.64±0.90 vs.2.53±1.07)、6MWD(306.84±27.71 vs.257.84士30.34)方面分别比较,差异均有统计学意义(P＜0.05);戒烟组患者研究结束时除FEV1％ pred之外,其余观察指标BMI(26.70±3.74 vs.23.11±3.51)、mMRC (1.64士0.90 vs.2.18士0.91)、6MWD(306.84±27.71 vs.281.15±32.40)与基线值比较均有所改善(P＜0.05);对照组患者研究结束时除BMI之外,其余观察指标FEV1％ pred(46.68±15.37 vs.51.91±17.22)、mMRC(2.53士1.07 vs.2.01±0.97)、6MWD(257.84±309.34 vs.285.14±30.98)与基线值相比均有所下降(P＜0.05).COPD患者戒烟后其BODE评分系统中包括体重指数、肺功能指标、呼吸困难程度和运动能力在内的各个因素均得到一定程度的改善,生活质量显著提高.     

The Flynn effect,group differences,and g loadings

Flynn effect gains are predominantly driven by environmental factors. Might these factors also be responsible for group differences in intelligence? Group differences in intelligence have been clearly shown to strongly correlate with g loadings. The empirical studies on whether the pattern of Flynn effect gains is the same as the pattern of group differences yield conflicting findings. We present new evidence on the topic using a number of datasets from the US and the Netherlands. Score gains and g loadings showed a small negative average correlation. The general picture is now that there is a small, negative correlation between g loadings and Flynn effect gains. It appears that the Flynn effect and group differences have different causes.     

Personality trait change and life satisfaction in adults: The roles of age and hedonic balance

This paper examines whether changes in personality traits influenced life satisfaction (LS). This involved investigating whether these associations were moderated by age and mediated by hedonic balance (i.e., positive and negative affect). Participants included 11,104 Australian adults aged 18–79 years, with data available from two time points (baseline and 4-year follow up). Latent difference score modeling indicated that increased neuroticism was associated with lower LS, whereas increased extraversion, conscientiousness, and agreeableness were associated with higher LS. These relationships were moderated by age, and were less evident in older adults. Hedonic balance partially mediated the relationships between change in neuroticism and extraversion with LS. These findings provide important insights into longitudinal associations between personality change and LS.     

垂直等值的应用及最新发展述评

由于实际的需求,垂直等值方法在近些年来迅速发展。但从垂直等值方法的整个过程来看,包括垂直等值的选用、双向细目编制、发展性量尺的构建、程序的选择和结果的报告,仍存在大量有待解决的问题。同时,随着其他测量方法的发展与进步,垂直等值与之相结合从而获得了进一步的完善。综观之,垂直等值方法的发展与完善,一方面依赖于各种模型和参数估计方法的改进与创新,另一方面还依赖于研究者对学业发展本质的不断深入认识。     

儿童Graves’病研究进展

Grave’s病(GD)是导致儿童甲亢最常见的病因,其易感性80%决定于基因因素。ATD治疗是最常推荐的初始治疗手段,但长期缓解率仅为30%。ATD诱导儿童GD缓解的合适用药时间尚不明确。最佳治疗方式(ATD、RAI或手术)的选择还存在重大争议。药物治疗复发的预测非常重要,最近建立了一种复发风险评分,通过种族、年龄、诊断时FT4、TRAb水平、ATD预期治疗持续时间将GD儿童分成低中高三类风险人群,对其复发风险作出评估,对于确定GD儿童在初始治疗时选择何种方案更为适合意义重大。     

关于两种Angoff法比较的模拟实验研究

采用模拟实验法比较研究了两种Angoff法——概率法和对错法——设定分数线的准确性和稳定性,结果表明:(1)当真能力低于测验的平均难度时,概率法高估分数线,而对错法低估分数线;反之,当真能力高于测验平均难度时,概率法低估,而对错法高估;(2)当真能力接近测验平均难度时,概率法比对错法更准确;反之,当真能力远高于或低于测验平均难度时,对错法更准确;(3)无论在何种实验条件下,概率法均比对错法更稳定。     

Temporal dynamics in attention bias: effects of sex differences,task timing parameters,and stimulus valence

New methods of calculating indices from the dot-probe task measure temporal dynamics in attention bias or fluctuations in attention bias towards and away from emotional stimuli over time. However, it is unclear how task-specific parameters such as stimulus valence and stimulus onset asynchrony (SOA) as well as participant sex affect temporal dynamics in attention bias. To address this, male and female participants (N?=?106) completed either a fearful or happy face dot-probe task with four levels of SOA (84?ms, 168?ms, 336?ms, and 672?ms). Results suggest that temporal dynamics in attention bias are (1) greatest at the longest SOA, (2) greater in females, and (3) insensitive to stimulus valence. These findings indicate that participant sex and task timing, but not stimulus valence, are related to temporal dynamics in attention bias and should be considered in future studies utilizing this approach.