Measurement invariance

测量不变性
  • 文章类型: Journal Article
    当试图逃离失败或羞辱的环境被阻止时,被诱捕的感觉可能会增加精神病理学和自杀念头和行为(STB)的风险,特别是在那些经常更频繁地接触这种经历的少数群体中。在经验模型中包括诱捕可能有助于研究工作,以进一步探索其在少数民族心理健康中的作用。捕获量表简式(E-SF),16项诱捕量表的简短版本,是为此目的可以使用的一种工具;然而,有意义地这样做,它的心理测量特性和测量不变性必须在不同的样本中进行评估。本研究旨在考察因子结构,测量不变性,以及E-SF在种族/民族和性取向之间的收敛有效性,包括跨国成虫的跨国样本(总N=1,194)。结果支持E-SF的单因素模型,该模型在样本之间是不变的,种族/民族,性取向,和自杀未遂史.此外,在理论上相关的焦虑结构之间观察到显著的正相关关系,抑郁症,创伤后应激障碍症状支持其收敛有效性。影响包括少数族裔,特别是性少数群体所经历的不成比例的诱捕程度,这可能反映了这些人经常遭受的歧视。
    Feelings of entrapment-posited to arise when attempts to escape from defeating or humiliating circumstances are blocked-may confer increased risk for psychopathology and suicidal thoughts and behaviors (STB), particularly among minoritized individuals who often have more frequent exposure to such experiences. Including entrapment in empirical models may aid research efforts in further exploring its role in minority mental health. The Entrapment Scale Short-Form (E-SF), a brief version of the 16-item Entrapment Scale, is one tool that may be utilized toward this end; however, to do so meaningfully, its psychometric properties and measurement invariance must be evaluated in diverse samples. This study aimed to examine the factor structure, measurement invariance, and convergent validity of the E-SF across race/ethnicity and sexual orientation in a combined transnational sample of minoritized adults (total N = 1,194). Results supported a one-factor model of the E-SF that was invariant across samples, race/ethnicity, sexual orientation, and history of suicide attempt. Furthermore, significant positive correlations observed between theoretically relevant constructs of anxiety, depression, and posttraumatic stress disorder symptoms supported its convergent validity. Implications include disproportionate levels of entrapment experienced by minoritized individuals-particularly by sexual minorities-which likely reflect the discrimination frequently endured by these individuals.
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  • 文章类型: Journal Article
    功能欣赏量表(FAS)越来越多地用于不同的国家和语言环境。然而,有限的工作评估了仪器在国家和受访者特征之间展示测量不变性和差异项目功能(DIF)的程度。这里,我们使用哥伦比亚成年人的档案数据检查了FAS的测量不变性和DIF(Mebarak等人。,2023年)和西班牙(萨莫拉等人。,2024).参与者包括来自哥伦比亚的1420名(女性n=804,男性n=616)受访者和来自西班牙的838名(女性n=415,男性n=423)受访者,他们完成了FAS的翻译。验证性因素分析支持两个国家群体中FAS的一维结构。此外,FAS在两组中均实现了完全的测量不变性(直至潜在的平均不变性)。我们还发现FAS缺乏DIF作为年龄的函数,体重指数(BMI),以及两个国家群体的性别认同。年龄较大的参与者(相对于较年轻的参与者),男性(相对于女性),BMI较低的参与者(相对于BMI较高的参与者)的FAS评分较高.这些结果支持以下观点:FAS正在衡量这些国家群体和受访者特征的共同基础结构。
    The Functionality Appreciation Scale (FAS) is increasingly used in diverse national and linguistic contexts. However, limited work has assessed the extent to which the instrument demonstrates measurement invariance and differential item functioning (DIF) across nations and respondent characteristics. Here, we examined measurement invariance and DIF of the FAS using archival data from adults in Colombia (Mebarak et al., 2023) and Spain (Zamora et al., 2024). Participants included 1420 (women n = 804, men n = 616) respondents from Colombia and 838 (women n = 415, men n = 423) respondents from Spain who completed translations of the FAS. Confirmatory factor analysis supported a unidimensional structure of the FAS in both national groups. Additionally, the FAS achieved full measurement invariance (up to latent mean invariance) across both groups. We also found that the FAS lacked DIF as a function of age, body mass index (BMI), and gender identity across both national groups. Older participants (relative to younger participants), men (relative to women), and participants with lower BMIs (relative to those with higher BMIs) had higher FAS scores. These results support the notion that the FAS is measuring a common underlying construct across these national groups and respondent characteristics.
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  • 文章类型: Journal Article
    全球COVID-19大流行在评估与大流行相关的痛苦方面看到了显著的研究和临床兴趣,即对感染和死亡的恐惧和焦虑。最广泛使用和最早开发的COVID-19窘迫措施是Ahorsu等人。(2022)对COVID-19量表(FCV-19S)的七个项目恐惧。为了研究FCV-19S的因子结构和测量等效性,我们进行了一项项目水平的荟萃分析,综合了k=55个独立样本(包括N=71,161个个体)的1155个效应大小.我们发现,包含四项情绪因素和三项心身因素的双因素测量模型比最初提出的单因素测量模型具有更好的拟合度。此外,二维FCV-19S在一般人群中表现出部分标量/强不变性,医护人员,学校教师,和大学生,以及来自孟加拉国样本的部分度量/弱不变性,中国,Japan,巴基斯坦,波兰,葡萄牙。尽管这些发现具有理论和实践意义,在更广泛的样本类型和国家的更多的主要研究无疑是需要进一步评估FCV-19S的心理测量特性和普遍性。
    The global COVID-19 pandemic saw marked research and clinical interest in evaluating pandemic-related distress, namely fear and anxiety regarding infection and death. The most widely used and earliest developed measure of COVID-19 distress is Ahorsu et al. (2022) seven-item Fear of COVID-19 Scale (FCV-19S). To investigate the factor structure and measurement equivalence of the FCV-19S, we conducted an item-level meta-analysis synthesizing 1155 effect sizes across k = 55 independent samples comprising N = 71,161 individuals. We found that a two-factor measurement model comprising a four-item Emotional factor and a three-item Psychosomatic factor exhibits better fit than the originally proposed single-factor measurement model. Moreover, the bidimensional FCV-19S exhibits partial scalar/strong invariance across the general population, healthcare workers, schoolteachers, and university students as well as partial metric/weak invariance across samples from Bangladesh, China, Japan, Pakistan, Poland, and Portugal. Despite the theoretical and practical implications of these findings, more primary research across a wider range of sample types and countries is undoubtedly needed for further evaluation of the FCV-19S\'s psychometric properties and generalizability.
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  • 文章类型: Journal Article
    本研究旨在进一步研究匈牙利大学生样本中UDRQ的因素结构和测量不变性。
    首先,在837名匈牙利大学生中检查了UDRQ的因素结构。具体来说,构建并比较了两种测量模型(一阶模型和二阶模型)。其次,检查了UDRQ的内部一致性可靠性。第三,对UDRQ的测量不变性进行了性别评估。最后,在两个不同的样品中评估了UDRQ的测量不变性。
    发现一阶模型优于二阶模型,并且更好地代表了UDRQ子量表的因子结构。Cronbachα和复合信度的结果表明,两个UDRQ分量表的内部一致性可靠性令人满意。测量不变性分析表明,UDRQ测量模型在性别和样本之间是严格不变的。
    本研究的结果表明,UDRQ显示出令人满意的信度和效度,可用于评估匈牙利大学生的需求和资源。
    UNASSIGNED: The present study aimed to further examine the factor structure and measurement invariance of the UDRQ among a sample of Hungarian university students.
    UNASSIGNED: Firstly, the factor structure of the UDRQ was examined among 837 Hungarian university students. Specifically, two measurement models (first-order model and second-order model) were constructed and compared. Secondly, the internal consistency reliability of the UDRQ was examined. Thirdly, measurement invariance of the UDRQ was evaluated across genders. Finally, measurement invariance of the UDRQ was evaluated across two different samples.
    UNASSIGNED: It was found that the first-order model outperformed the second-order model and better represented the factor structure of the UDRQ subscales. Results of Cronbach\'s alpha and Composite Reliability suggested that the internal consistency reliabilities of the two UDRQ subscales were satisfactory. Measurement invariance analysis revealed that the UDRQ measurement model was strict invariant across genders and samples.
    UNASSIGNED: The findings of the present study indicated that the UDRQ displayed satisfactory reliability and validity and could be used to assess demands and resources of Hungarian university students.
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  • 文章类型: Journal Article
    修订后的社会性取向清单(SOI-R)是一种广泛使用的研究方法,然而,在讲英语的非西班牙裔白人(NHW)和西班牙裔/拉丁裔人群中,尚未建立该措施的不变性。这项研究检查了SOI-R,德国制定的一项措施,在美国西班牙裔/拉丁裔(N=208)和NHW(N=190)本科女性之间是不变的。验证性因素分析(CFA)用于评估西班牙裔/拉丁裔和NHW样本中的模型拟合,并且使用越来越严格的模型拟合来测试配置,公制,标量,以及两个样本中模型的残差不变性。CFA结果显示,来自西班牙裔/拉丁裔和NHW组的数据在这个样本中充分拟合了模型,由高度适应的西班牙裔/拉丁裔大学女性组成。测量不变性的测试发现,在西班牙裔/拉丁裔和NHW大学女性中,SOI-R是不变的。然而,在研究中使用该措施之前,可能会考虑有关SOI-R的发展及其发展过程中提出的基本假设的问题,在未来的工作中,应进行进一步的不变性测试,以减少西班牙裔/拉丁裔人口。
    The Revised Sociosexual Orientation Inventory (SOI-R) is a widely used measure in research, yet the invariance of this measure has not been established in English speaking Non-Hispanic White (NHW) and Hispanic/Latine populations. This study examined whether the SOI-R, a measure developed in Germany, was invariant between US Hispanic/Latina (N = 208) and NHW (N = 190) undergraduate women. Confirmatory factor analysis (CFA) was used to assess model fit in the Hispanic/Latina and NHW samples and fit of increasingly restrictive models was used to test configural, metric, scalar, and residual invariance of the models in both samples. CFA results revealed that data from both the Hispanic/Latina and NHW groups fit the model adequately in this sample, which consisted of highly acculturated Hispanic/Latina college women. Tests of measurement invariance found that the SOI-R was invariant across Hispanic/Latina and NHW college women. However, questions about the development of the SOI-R and the underlying assumptions made during the course of its development might be considered prior to the use of the measure in research, and further invariance testing should be conducted in future work with less acculturated Hispanic/Latine populations.
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  • 文章类型: Journal Article
    修订的精神病检查表(PCL-R)和精神病检查表:青年版(PCL:YV),分别,是用于评估精神病和精神病倾向发展的既定工具。为了可靠地比较两种仪器的分数,必须建立测量不变性。当前的研究涉及来自新墨西哥州教养所的1091名男性参与者(成人=813;青少年=278)的组合样本。使用探索性结构方程模型(ESEM)框架来测试测量不变性。四因素ESEM模型证明了组合样品和单独样品的良好拟合。来自多组ESEM的结果提供了通常很强的不变性的证据,具有等效的因子负荷和阈值。青少年表现出潜在的人际关系特征减少,但在其他PCL因素上的潜在特征增加(情感,生活方式,和反社会)与成年人相比。研究结果表明,四因素模型和精神病特征的测量在各个年龄段保持一致。讨论了研究结果在研究和临床环境中的含义。
    Both the Psychopathy Checklist-Revised (PCL-R) and the Psychopathy Checklist: Youth Version (PCL:YV), respectively, are established instruments for assessment of psychopathy and development of psychopathic propensity. To reliably compare scores from both instruments, measurement invariance must be established. The current study involved a combined sample of 1091 male participants (adults = 813; adolescents = 278) from correctional facilities in New Mexico. An exploratory structural equation modeling (ESEM) framework was used to test for measurement invariance. The four-factor ESEM model demonstrated good fit for the combined and individual samples. Results from the multiple group ESEM provide evidence for generally strong invariance, with equivalent factor loadings and thresholds. Adolescents exhibited decreased latent interpersonal traits but increased latent features on other PCL factors (affective, lifestyle, and antisocial) compared to adults. Findings suggest that the four-factor model and the measurement of psychopathic traits remain consistent across age groups. Implications of the findings within research and clinical contexts are discussed.
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  • 文章类型: Journal Article
    背景和目的:本研究从因子结构和测量不变性(MI)方面评估匹兹堡睡眠质量指数(PSQI)。样本包括绝经后乳腺癌(BC)幸存者(n=101)和匹配的健康对照(n=60)。方法:采用探索性因素分析(EFA)和验证性因素分析(CFA)对PSQI的7个分量得分进行分析。使用贝叶斯因子(BF)在组间和跨时间测试MI。结果:确定了两个因素:睡眠效率和感知睡眠质量。MI在组间(BF<0.007)和随时间(BF>150)得到证实。结论:两个分量表的PSQI评分在1年的绝经后BC幸存者和对照组之间具有可比性。为研究该人群的睡眠质量提供了PSQI的一些验证。
    Background and Purpose: This study evaluates the Pittsburgh Sleep Quality Index (PSQI) in terms of factor structure and measurement invariance (MI). The sample included postmenopausal breast cancer (BC) survivors (n = 101) and matched healthy controls (n = 60). Methods: Exploratory factor analysis (EFA) and confirmatory factor analysis (CFA) were performed on PSQI\'s seven component scores. MI was tested between groups and across time using Bayes factor (BF). Results: Two factors were identified: sleep efficiency and perceived sleep quality. MI is evidenced between groups (BF < 0.007) and over time (BF > 150). Conclusions: PSQI scores with two subscales are comparable between postmenopausal BC survivors and controls over a 1-year period, providing some validation of PSQI for researching sleep quality in this population.
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  • 文章类型: Journal Article
    许多研究发现,保守派在心理健康和幸福方面显示出优势,并且对此的各种原因进行了辩论(例如,宗教,意识形态,或遗传学)。然而,没有太多关注研究这种优势是否在心理上是真实的,或者是由于测试偏差。我们分析了来自Lahtinen(2024)的两项大型芬兰成年人调查(Ns=848和4,978)的数据,测量一般焦虑和抑郁症状,以及新的wokeness量表。使用差分项目功能测试,我们在这些量表中没有发现测量偏倚的证据.wokeness指数与心理健康(内化)之间的相关性为-0.36,在消除测量误差后增加到-0.41。意识与焦虑之间的关联(r=-0.33,调整后的r=0.37)强于意识和抑郁(r=0.20,调整后的r=0.22)。
    Many studies have found that conservatives show an advantage in mental health and happiness and various causes of this have been debated (e.g., religiousness, ideology, or genetics). However, not much attention has been given to examining whether this advantage is psychometrically real, or whether it is due to test bias. We analyzed data from two large Finnish surveys of adults (Ns = 848 and 4,978) from Lahtinen (2024), that measured general anxiety and depression symptoms, as well as a new wokeness scale. Using differential item functioning tests, we found no evidence for measurement bias in these scales. The correlation between index scores of wokeness and mental health (internalizing) was -0.36, which increased to -0.41 when measurement error was removed. The association between wokeness and anxiety (r = -0.33, adjusted r = 0.37) was stronger than wokeness and depression (r = 0.20, adjusted r = 0.22).
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  • 文章类型: Journal Article
    了解抑郁症状的发育轨迹和性别差异具有临床相关性。辨别性别之间的真正差异,年龄组,时间基于儿童和青少年抑郁量表的测量不变性(MI)这一经常被忽视的前提。在这次系统审查中,我们评估了跨性别MI的现有证据,年龄组,以及在儿童和青少年中验证抑郁量表的时间,在18岁以下至少有一项评估的研究中。使用Medline进行文献检索,PsychInfo,Scopus,WebofScience,谷歌学者数据库确定了42项研究MI。在每个量表的1-9项研究中测试了11个量表的MI。结论受到在某些尺度内测试的不同因素解决方案的阻碍。所有纳入的问卷都显示了跨性别MI的初步证据。在一些研究中,与男性相比,女性哭泣的因子负荷更高,这表明哭泣可能与不同性别的抑郁症有不同的关系。MI证据是初步的,只有四个尺度,大多局限于13-17岁。一项研究表明,当观察到的分数中不考虑非不变性时,发展结论就会有所不同。总的来说,目前儿童和青少年抑郁量表中MI的证据有限.
    Understanding developmental trajectories and gender differences in depressive symptoms is clinically relevant. Discerning true differences across gender, age groups, and time is based on the often-neglected premise of measurement invariance (MI) of child and adolescent depression scales. In this systematic review, we assessed available evidence for MI across gender, age groups, and time for depression scales validated in children and adolescents, in studies with at least one assessment under age 18. A literature search using Medline, PsychInfo, Scopus, Web of Science, and Google Scholar databases identified 42 studies that examined MI. MI of eleven scales was tested in 1-9 studies per scale. Conclusions are hampered by different factor solutions tested within some scales. All included questionnaires showed preliminary evidence for MI across gender. Across some studies, crying had higher factor loadings in females compared to males, indicating that crying may be differently related to depression across gender. MI evidence was preliminary in just four scales across time, mostly confined to ages 13-17. One study showed developmental conclusions differed when non-invariance is not accounted for in observed scores. Overall, evidence for MI in child and adolescent depression scales is currently limited.
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  • 文章类型: Journal Article
    心理测量学家认为,需要进行测量不变性(MI)测试才能知道是否在不同的组中测量了相同的心理构造。来自五个实验的数据允许测试该位置。在第一,参与者回答了关于自由意志信仰的问卷,以及生活的意义或一个名为“gavagai”的无意义概念的含义。“由于生命的意义和gavagai的意义在概念上不同,当治疗组的测量结果相同时,应该违反MI。MI被严重侵犯,表明问卷的解释不同。在第二个和第三个实验中,参与者随机观看解释图形矩阵规则的治疗视频或与任务无关的对照视频.然后,参与者进行了智力和图形矩阵测试。干预有效,实验组以了解矩阵规则的形式对图形矩阵性能产生了额外的影响,因此,他们在矩阵测试中的表现违反了MI,并且智力水平异常高。在这两个实验中,MI被严重侵犯。在第四和第五个实验中,个体接受了成长心态干预,一项孪生研究显示,在不影响其他变量的情况下,改变了目标心态测量中的遗传变异量.当比较治疗组和对照组时,MI在治疗前可达到,但在治疗后不可达到。此外,对照组表现出纵向不变性,但治疗组的情况并非如此。MI测试可能能够显示是否在不同的组中测量相同的东西。
    Psychometricians have argued that measurement invariance (MI) testing is needed to know if the same psychological constructs are measured in different groups. Data from five experiments allowed that position to be tested. In the first, participants answered questionnaires on belief in free will and either the meaning of life or the meaning of a nonsense concept called \"gavagai.\" Since the meaning of life and the meaning of gavagai conceptually differ, MI should have been violated when groups were treated like their measurements were identical. MI was severely violated, indicating the questionnaires were interpreted differently. In the second and third experiments, participants were randomized to watch treatment videos explaining figural matrices rules or task-irrelevant control videos. Participants then took intelligence and figural matrices tests. The intervention worked and the experimental group had an additional influence on figural matrix performance in the form of knowing matrix rules, so their performance on the matrices tests violated MI and was anomalously high for their intelligence levels. In both experiments, MI was severely violated. In the fourth and fifth experiments, individuals were exposed to growth mindset interventions that a twin study revealed changed the amount of genetic variance in the target mindset measure without affecting other variables. When comparing treatment and control groups, MI was attainable before but not after treatment. Moreover, the control group showed longitudinal invariance, but the same was untrue for the treatment group. MI testing is likely able to show if the same things are measured in different groups.
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