Measurement invariance

测量不变性
  • 文章类型: Journal Article
    研究减少身体活动不足的方法一直处于公共卫生研究的最前沿。此外,需要有效和可靠的量表来客观评估避免体力活动(PA)。先前的研究表明,经历体重污名和与身体外观相关的担忧与缺乏身体活动有关。然而,目前,没有泰国的工具可以评估与体重污名有关的身体不活动。因此,本研究检查了泰语版本的避免身体活动和运动倾向量表(TAPAS)的心理测量特性。通过便利抽样招募的泰国大学生(N=612)在2022年9月至2023年1月之间使用SurveyMonkey完成了一项在线调查。验证性因素分析(CFA)多组CFA,和Pearson相关性(TAPAS评分之间,年龄,身体质量指数,和运动时间)用于分析数据。CFA在其一维结构方面表现出泰国版TAPAS的强大心理测量特性。TAPAS在性别上是测量不变的,体重状态,和每天的锻炼时间。然而,没有发现显著的Pearson相关性。总的来说,结果表明,TAPAS是评估不同性别的泰国年轻人避免PA的良好量表,体重状态,和每天的锻炼时间。
    Examining ways of reducing physical inactivity has been at the forefront of public health research. Moreover, valid and reliable scales are needed to objectively assess physical activity (PA) avoidance. Previous research has shown that experiencing weight stigma and physical appearance-related concerns are associated with physical inactivity. However, there is currently no Thai instrument that assesses physical inactivity in relation to weight stigma. Therefore, the present study examined the psychometric properties of the Thai version of the Tendency to Avoid Physical Activity and Sport Scale (TAPAS). Thai university students (N = 612) recruited via convenience sampling completed an online survey using SurveyMonkey between September 2022 and January 2023. Confirmatory factor analysis (CFA), multigroup CFA, and Pearson correlations (between TAPAS scores, age, body mass index, and time spent exercising) were used to analyze the data. The CFA showed robust psychometric properties for the Thai version of TAPAS regarding its unidimensional structure. The TAPAS was measurement invariant across sex, weight status, and daily hours of exercise. However, no significant Pearson correlations were found. In general, the results showed that the TAPAS is a good scale for assessing PA avoidance among Thai young adults across different sexes, weight status, and daily hours of exercise.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    Facebook是最受欢迎的社交网站之一。然而,Facebook入侵或成瘾是一个越来越令人担忧的问题,因为它涉及对Facebook的过度依恋,这扰乱了日常运作。迄今为止,很少有研究研究在衡量Facebook成瘾方面是否存在跨文化差异。本研究的目的是调查Facebook入侵问卷(FIQ)的跨文化有效性和测量不变性,最广泛使用的Facebook成瘾指标之一,在25个国家(N=12,204,62.3%为女性;平均年龄=25岁)。多组验证性因子分析(MGCFA)评估了跨文化有效性和不变性。此外,个体验证性因子分析评估了每个国家不同性别的因子结构和测量不变性。FIQ证明了不同国家和指标(13个国家)的部分指标不变性,单个国家内跨性别的标量(11个国家)或残差(10个国家)不变性。单因素模型表明在18个国家很适合。Cronbach对整个样品的α为.85。我们的研究结果表明,FIQ可以提供对Facebook成瘾的充分评估,这种评估在不同文化中在心理上是等同的。此外,问卷似乎是通用的,适合在不同的文化环境中研究不同的社交媒体。因此,这个强大的工具可用于探索与特定媒体相关的行为,这些媒体在任何特定国家都特别受欢迎。
    Facebook is one of the most popular social networking sites. However, Facebook intrusion or addiction is a growing concern as it involves an excessive attachment to Facebook, which disrupts daily functioning. To date, few studies have examined whether cross-cultural differences in the measurement of Facebook addiction exist. The aim of this study was to investigate the cross-cultural validity and measurement invariance of the Facebook Intrusion Questionnaire (FIQ), one of the most widely used measures of Facebook addiction, across 25 countries (N = 12,204, 62.3% female; mean age = 25 years). Multigroup confirmatory factor analyses (MGCFA) assessed cross-cultural validity as well as invariance. Additionally, individual confirmatory factor analyses evaluated the factorial structure and measurement invariance across genders in each country. The FIQ demonstrated partial metric invariance across countries and metric (13 countries), scalar (11 countries) or residual (10 countries) invariance across genders within individual countries. A one-factor model indicated a good fit in 18 countries. Cronbach\'s alpha for the entire sample was .85. Our findings suggest that the FIQ may provide an adequate assessment of Facebook addiction that is psychometrically equivalent across cultures. Moreover, the questionnaire seems to be universal and suitable for studying different social media in distinct cultural environments. Consequently, this robust tool can be used to explore behaviours related to specific media that are particularly popular in any given country.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    慢性背痛是一种常见且致残的健康问题。有证据表明,卫生专业人员对慢性腰背痛的无知和错误信念会干扰患有这种疼痛的人的治疗。医疗保健提供者疼痛和损害关系量表(HC-PAIRS)一直是评估这些错误信念最常用的量表之一。但在拉丁美洲还没有研究报告。方法:我们研究了两个拉丁美洲国家:哥伦比亚(n=930)和智利(n=190)的卫生人员和健康科学大学生中HC-PAIRS的阶乘结构。西班牙的数据是对HC-PAIRS西班牙语版本的原始研究(171名物理治疗学生)。此外,智利之间该量表的测量不变性,哥伦比亚和西班牙通过计算三个嵌套模型进行了评估:配置,公制和标量。我们在两个拉丁美洲样本中使用了验证性因子分析(CFA),用最大似然鲁棒(MLR)估计来估计参数。对于每个样本中的最终模型,可靠性用综合可靠性(CR)指数进行评估,为了获得由尺度解释的方差比例,计算了平均方差提取(AVE)。
    单因素解决方案在删除项目1、6和14后,在两个国家中都显示出可接受的配合。对于生成的比例,CR值足够,但是AVE很低。智利和哥伦比亚之间存在标量不变性,但不是在这两个国家和西班牙之间。
    HC-PAIRS可用于检测有关慢性下腰痛之间关系的误解,这些误解会导致卫生人员向患者提供错误的建议。然而,它有心理测量的弱点,建议获取其他有效性证据。
    UNASSIGNED: Chronic back pain is a frequent and disabling health problem. There is evidence that ignorance and erroneous beliefs about chronic low back pain among health professionals interfere in the treatment of people who suffer from it. The Health Care Providers\' Pain and Impairment Relationship Scale (HC-PAIRS) has been one of the most used scale to assess these misbeliefs, but no studies have been reported in Latin America. Method: We studied the factorial structure of the HC-PAIRS in health personnel and health sciences university students in two Latin American countries: Colombia (n = 930) and Chile (n = 190). Spain\'s data was taken of the original study of the Spanish version of the HC-PAIRS (171 Physiotherapy students). Additionally, the measurement invariance of this scale among Chile, Colombia and Spain was evaluated by calculating three nested models: configural, metric and scalar. We used a Confirmatory Factor Analysis (CFA) in both Latin American samples, with Maximum Likelihood Robust (MLR) estimation to estimate the parameters. For the final model in each sample, reliability was assessed with the Composite Reliability (CR) index, and to obtain the proportion of variance explained by the scale the Average Variance Extracted (AVE) was calculated.
    UNASSIGNED: The one-factor solution shows an acceptable fit in both countries after deleting items 1, 6, and 14. For the resulting scale, the CR value is adequate, but the AVE is low. There is scalar invariance between Chile and Colombia, but not between these two countries and Spain.
    UNASSIGNED: HC-PAIRS is useful for detecting misconceptions about the relationship between chronic low back pain that would cause health personnel to give wrong recommendations to patients. However, it has psychometric weaknesses, and it is advisable to obtain other evidence of validity.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    目前的研究提出了参与运动训练量表(EATS)的开发过程和初步验证,旨在评估运动员在运动训练中的参与度。在研究1中,实现了EATS的项目生成和初始内容效度。在研究2中,使用探索性因子分析(EFA)和探索性结构方程模型(ESEM)检查了EATS的因子结构。检查了分量表的内部一致性可靠性(N=460)。在研究3中,因子结构,判别效度,内部一致性可靠性,在一个独立的样本(N=513)中进一步检查了EATS的法理有效性。同时,评估了样本(研究2和研究3)和性别之间的EATS测量不变性。总的来说,3项严格研究的结果为19项EATS提供了初步的心理测量证据,并表明EATS可以用作评估运动员参与运动训练的有效和可靠的措施。
    The current study presents the development process and initial validation of the Engagement in Athletic Training Scale (EATS), which was designed to evaluate athletes\' engagement in athletic training. In study 1, item generation and initial content validity of the EATS were achieved. In study 2, the factor structure of the EATS was examined using exploratory factor analysis (EFA) and exploratory structural equation modeling (ESEM). Internal consistency reliabilities of the subscales were examined (N = 460). In study 3, factor structure, discriminant validity, internal consistency reliability, and nomological validity of the EATS were further examined in an independent sample (N = 513). Meanwhile, measurement invariance of the EATS across samples (study 2 and study 3) and genders was evaluated. Overall, results from the 3 rigorous studies provided initial psychometric evidence for the 19-item EATS and suggested that the EATS could be used as a valid and reliable measure to evaluate athletes\' engagement in athletic training.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    评估测量不变性和歧视的相互作用,微侵略,利用潜在类别和重复测量分析,跨时间感染艾滋病毒的黑人女性(BWLWH)的弹性可能会提供新的见解。在美国东南部的一个城市中,共有151名BWLWH完成了针对多种形式的微侵害和歧视的调查(种族,性别,性取向,或与艾滋病毒相关的)和弹性因素(社会支持,自我效能感,创伤后生长)在基线,3个月,和6个月。为了捕捉歧视的社会心理领域,微侵略,和韧性,在三个时间点开发并测量了三个潜在因素。还进行了潜在类别分析,以根据不同程度的歧视来识别和比较有意义的子组,微侵略,和弹性报告。创建了三个潜在的类。MI测试表明,测量不变性得到部分满足(建立的度量不变性和标量不变性),可以比较歧视的因素,微侵略,和跨越时间的韧性。微攻击和歧视的潜在因子平均得分在3个月和6个月后下降,在6个月后弹性增加,并且在确定的三个潜在类别中随时间变化。在基线时,歧视和微攻击水平最低,复原力水平最高的亚组,在第3个月和第6个月后经历了韧性的增加。临床干预,研究,以及旨在促进复原力和减少与种族主义有关的结构和社会障碍的政策,性别歧视,艾滋病毒的耻辱,需要分类来改善BWLWH的健康和福祉。
    Assessing measurement invariance and the interplay of discrimination, microaggressions, and resilience among Black women living with HIV (BWLWH) across time utilizing latent class and repeated measure analysis may provide novel insights. A total of 151 BWLWH in a southeastern U.S. city completed surveys focused on multiple forms of microaggressions and discrimination (race, gender, sexual orientation, or HIV-related) and resilience factors (social support, self-efficacy, post-traumatic growth) at baseline, 3 months, and 6 months. To capture the psychosocial domains of discrimination, microaggressions, and resilience, three latent factors were developed and measured across three time points. Latent class analysis was also conducted to identify and compare meaningful subgroups based on varying levels of discrimination, microaggressions, and resilience reported. Three latent classes were created. MI testing suggested that measurement invariance was partially met (established metric invariance and scalar invariance), and it is possible to compare factor means of discrimination, microaggressions, and resilience across time. Latent factor mean scores of microaggressions and discrimination decreased after 3 and 6 months and increased for resilience after 6 months and varied over time across the three latent classes identified. The subgroup with the lowest level of discrimination and microaggressions and the highest level of resilience reported at baseline, experienced increases in resilience after months 3 and 6. Clinical interventions, research, and policies aimed at promoting resilience and reducing structural and social barriers linked to racism, sexism, HIV stigma, and classism are needed to improve the health and well-being of BWLWH.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    目的:自闭症社区将生活质量(QoL)确定为临床和研究重点。研究人员有责任确保用于测量QoL的仪器在自闭症参与者中如此可靠和准确。
    方法:我们的研究评估了情绪困扰的测量不变性(抑郁症,焦虑,愤怒,心理压力)和主观幸福感(生活满意度,积极的影响,和含义与目的)自闭症患者(N=140,每量表=132-140)和普通人群(N=1,224,每量表=406-411)的患者报告结果测量信息系统(PROMIS)的量表青少年(14-17岁)。这些量表包含在PROMIS自闭症电池寿命中,它使用PROMIS量表来测量与自闭症患者最相关的QoL域。
    结果:使用排列测试的多组验证性因素分析表明,抑郁和积极情感量表在组间表现出标量不变性,这表明可以在自闭症和普通人群青少年之间进行有意义的比较。愤怒和心理压力量表显示了组间的度量不变性,表明这些量表在两组中测量相同的潜在特征,但不支持组比较。
    结论:我们提供有关如何将这些量表用于心理测量支持的方式来捕获与理解自闭症青少年QoL相关的结构的指导。
    生活质量是自闭症患者及其家庭的重要结果。然而,许多生活质量量表尚未经过测试,以确保它们能够准确衡量自闭症患者的生活质量。重要的是要确保生活质量措施在自闭症人群中同样有效。我们研究的目的是测试是否以常见的生活质量测量量表-患者报告的结果测量信息系统(PROMIS)-以相同的方式测量自闭症和普通人群青少年的生活质量。我们发现,某些PROMIS量表对自闭症和普通人群青少年的作用方式相同,而另一些则不然。这些结果有助于研究人员自信地使用PROMIS量表来衡量自闭症青年生活质量的不同方面。
    OBJECTIVE: Quality of life (QoL) is identified as a clinical and research priority by the autistic community. Researchers have the responsibility to ensure that instruments used to measure QoL do so reliably and accurately among autistic participants.
    METHODS: Our study evaluated measurement invariance of Emotional Distress (Depression, Anxiety, Anger, Psychological Stress) and Subjective Well-Being (Life Satisfaction, Positive Affect, and Meaning & Purpose) scales of the Patient-Reported Outcomes Measurement Information System (PROMIS) among groups of autistic (N=140, n per scale=132-140) and general population (N=1,224, n per scale=406-411) teenagers (14-17 years). These scales were included in the PROMIS Autism Battery-Lifespan, which uses PROMIS scales to measure QoL domains most relevant for autistic people.
    RESULTS: Multi-group confirmatory factor analyses using permutation tests demonstrated that Depression and Positive Affect scales exhibited scalar invariance between groups, indicating that scores can be meaningfully compared across autistic and general population teens. Anger and Psychological Stress scales demonstrated metric invariance between groups, indicating that these scales measure the same latent trait in both groups, but group comparisons are not supported.
    CONCLUSIONS: We provide guidance as to how these scales can be used in psychometrically supported ways to capture constructs relevant for understanding QoL among autistic teens.
    Quality of life is an important outcome for autistic people and their families. However, many quality of life scales have not been tested to make sure they accurately measure quality of life among autistic people. It is important to make sure that quality of life measures works similarly among the autistic population. The goal of our study is to test whether scales on a common quality of life measure – the Patient-Reported Outcomes Measurement Information System (PROMIS) – measures quality of life in the same way between autistic and general population adolescents. We found that some of the PROMIS scales worked the same way for autistic and general population adolescents and others did not. These results help researchers confidently use the PROMIS scales to measure different aspects of quality of life among autistic youth.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    目的:该项目的目标是提高我们对慢性监管焦点结构的理解,并为研究人员提供一种充分评估结构的措施,可以有效区分结构范围内的个体差异,适用于不同的人群。
    方法:在构造验证中采用最佳实践,我们制定了国际人格项目池监管焦点量表(IPIP-RFS)。利用14个样本(N=4867),我们建立了实质性的(通过专家评级和监管重点文献),结构(通过因子分析,项目反应理论,和测量不变性),和外部(通过收敛,判别式,和预测性关联)有效性。
    结果:IPIP-RFS充分评估了长期推广重点和预防重点的结构,可以准确地评估构建过程中的个体,适合在不同性别的人群中使用,种族,和年龄。晋升重点的个体差异反映了与认知和行为探索以及灵活性相关的自我调节和目标追求(即可塑性),而预防重点的个体差异反映了与动机和人际关系稳定相关的自我调节和目标追求(即,稳定性)。
    结论:促进和预防重点是人格的重要因素,对健康和其他重要领域的功能和结果具有广泛的影响。
    OBJECTIVE: The goals of this project were to improve our understanding of chronic regulatory focus constructs and to provide researchers with a measure that adequately assesses the constructs, can distinguish individual differences effectively across the range of the constructs, and is appropriate for use in diverse populations.
    METHODS: Employing best practices in construct validation, we developed the International Personality Item Pool Regulatory Focus Scale (IPIP-RFS). Utilizing 14 samples (N = 4867), we established substantive (via expert ratings and regulatory focus literature), structural (via factor analysis, item response theory, and measurement invariance), and external (via convergent, discriminant, and predictive associations) validity.
    RESULTS: The IPIP-RFS adequately assesses the constructs of chronic promotion focus and prevention focus, can accurately assess individuals along the continua of the constructs, and is suitable for use among populations that vary in gender, race, and age. Individual differences in promotion focus reflect self-regulation and goal pursuit related to cognitive and behavioral exploration and flexibility (i.e., plasticity), whereas individual differences in prevention focus reflect self-regulation and goal pursuit related to motivational and interpersonal steadiness (i.e., stability).
    CONCLUSIONS: Promotion and prevention focus are important elements of personality with broad implications for functioning and outcomes in health and other important domains.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    近年来,对使用社交网站动机的研究大大增加。然而,很少有研究检查衡量这些动机的量表的心理验证。本研究修订了社交网站使用动机(SNSUM)量表,以便在中国环境中应用。共有931名中国青少年和本科生,16-23岁,完成了调整后的SNSUM量表和生活满意度评估。项目分析显示SNSUM量表中的所有项目均保留用于探索性因子分析(EFA)。EFA结果揭示了一个五因素解决方案,解释了总方差的75.37%,因子载荷超过0.40。该因子结构与理论预期和先前的研究一致。验证性因素分析(χ2=415.633;df=92,CFI=0.934,TLI=0.914,RMSEA=0.080)和测量不变性表明该量表在不同性别和年龄队列中具有稳健的结构效度。它还显示出较高的内部一致性(Cronbach'sα=0.950)和出色的重测可靠性(组内相关系数=0.952)。值得注意的是,SNSUM与生活满意度呈显著正相关(r=0.531)。研究结果证实,该量表在中国青少年和大学生中具有稳健的心理测量特性,表明它在中国文化背景下的适用性。
    Research into the motivations for using social network sites has greatly increased in recent years. However, few studies have examined the psychometric validation of scales measuring these motivations. This research revised the Social Network Sites Use Motivations (SNSUM) Scale for application in a Chinese context. A total of 931 Chinese adolescents and undergraduates, aged 16-23 years, completed the adapted SNSUM scale and assessments of life satisfaction. Item analysis indicated all items in the SNSUM scale were retained for exploratory factor analysis (EFA). EFA results revealed a five-factor solution, explaining 75.37 % of the total variance, with factor loadings exceeding 0.40. This factor structure aligns with theoretical expectations and previous studies. Confirmatory factor analysis (χ2 = 415.633; df = 92, CFI = 0.934, TLI = 0.914, RMSEA = 0.080) and measurement invariance indicate robust construct validity of the scale across diverse gender and age cohorts. It also showed high internal consistency (Cronbach\'s α = 0.950) and excellent test-retest reliability (intraclass correlation coefficient = 0.952). Notably, SNSUM demonstrated a significant positive correlation with life satisfaction (r = 0.531). The findings confirm that the scale has robust psychometric properties among Chinese adolescents and undergraduates, suggesting its applicability within the context of Chinese culture.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    (1)背景:自闭症谱系障碍儿童的父母经常经历心理困扰,这会影响他们提供的育儿质量。在这些父母中筛查精神症状至关重要。核心症状指数(CSI)是一种广泛认可的工具,用于评估一般症状,包括抑郁症,焦虑,和躯体问题。它已在不同的泰国人群中证明了有效性和可靠性。鉴于泰国和中国人口之间的文化相似性,CSI已在中国人口中成功实施。然而,研究其在一般中国人群中的效度和信度至关重要。本研究旨在使用验证性因子分析(CFA)研究中文版CSI在自闭症谱系障碍儿童父母中的心理测量特性。(2)方法:794名中国孤独症患儿家长参与本研究。全部完成CSI,以及“人际问题清单”和“夫妻满意度指数”的社会抑制子量表。使用CFA评估因子效度,以确定双因子三因素模型拟合数据的程度。使用模型拟合指数比较了各种结构模型。通过探索与社会抑制子量表和夫妻满意度指数的相关性,检查了收敛效度和判别效度。CSI的不变性测试基于性别跨多个组进行,年龄,和使用CFA的教育。使用McDonald的omega系数评估CSI的可靠性。(3)结果:双因子模型成为数据的最佳拟合模型,表明CSI的总分足以代表总体精神症状。CSI与社会抑制子量表(r=0.41,p<0.01)显着相关,与夫妻满意度指数(r=-0.16,p<0.05)的相关系数较小。同时表示收敛效度和判别效度。不变测试结果支持基于性别和年龄的标量不变性水平,但仅支持部分教育不变性。中文版本的CSI显示出高度的一致性,麦当劳的欧米茄系数在0.86到0.95之间。(4)结论:对中文版CSI的双因子模型进行了验证,使其成为测量凹陷的合适工具,焦虑,自闭症谱系障碍儿童父母的躯体化症状。鼓励对其他中国人群进行进一步研究。
    (1) Background: Parents of children with autism spectrum disorders often experience psychological distress, which can affect the quality of childcare they provide. It is crucial to screen for psychiatric symptoms among these parents. The core symptom index (CSI) is a widely recognized tool used to assess general symptoms, including depression, anxiety, and somatic issues. It has proven validity and reliability across diverse Thai populations. Given the cultural similarities between Thai and Chinese populations, the CSI has been successfully implemented within the Chinese population. Nevertheless, it is crucial to research its validity and reliability in the general Chinese population. This study aimed to investigate the psychometric properties of the Chinese version of the CSI among parents of children with autism spectrum disorders using confirmatory factor analysis (CFA). (2) Methods: A total of 794 Chinese parents raising children with autism participated in this study. All completed the CSI, along with the social inhibition subscale of the Interpersonal Problems Inventory and the Couple Satisfaction Index. Factorial validity was assessed using CFA to determine how well the bifactor three-factor model fits the data. Various structural models were compared using model fit indices. Convergent and discriminant validity were examined by exploring correlations with the social inhibition subscale and the Couple Satisfaction Index. Invariance testing of the CSI was conducted across multiple groups based on gender, age, and education using CFA. The reliability of the CSI was evaluated using McDonald\'s omega coefficients. (3) Results: The bifactor model emerged as the best-fitting model for the data, suggesting that the total score of the CSI adequately represents overall psychiatric symptoms. The CSI exhibited significant correlations with the social inhibition subscale (r = 0.41, p < 0.01) and smaller correlation coefficients with the Couple Satisfaction Index (r = -0.16, p < 0.05), indicating both convergent and discriminant validity. The invariant test results support scalar invariance levels based on gender and age but only partial invariance for education. The Chinese version of the CSI demonstrated high consistency, with McDonald\'s omega coefficients ranging between 0.86 and 0.95. (4) Conclusions: The bifactor model of the Chinese version of the CSI is validated, making it a suitable tool for measuring depression, anxiety, and somatization symptoms among parent(s) of children with autism spectrum disorders. Further research on other Chinese populations is encouraged.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    拟合指数是描述性指标,可以帮助评估验证性因子分析(CFA)模型对研究人员数据的拟合程度。在多组模型中,在进行组间比较之前,拟合指数可用于通过评估多组数据与越来越约束的嵌套模型的一致性程度来评估测量不变性。一个这样的拟合指数是被称为RMSEAD的近似均方根误差(RMSEA)的适配。该索引将卡方和自由度差异嵌入到修改的RMSEA公式中。本研究全面比较了RMSEAD与ΔRMSEA,与嵌套模型的比较关联的两个RMSEA值之间的差异。比较包括两种推导以及使用单因素CFA模型的人口分析,这些模型具有与实际研究中发现的特征相同的特征。研究结果表明,对于相同的模型,随着指示变量数量的增加,RMSEAD相对于ΔRMSEA的灵敏度总是会增加。研究还表明,在单因素模型中,RMSEAD检测相对于ΔRMSEA的非不变性的能力增强。由于这些原因,在评估测量不变性时,建议使用RMSEAD代替ΔRMSEA。
    Fit indices are descriptive measures that can help evaluate how well a confirmatory factor analysis (CFA) model fits a researcher\'s data. In multigroup models, before between-group comparisons are made, fit indices may be used to evaluate measurement invariance by assessing the degree to which multiple groups\' data are consistent with increasingly constrained nested models. One such fit index is an adaptation of the root mean square error of approximation (RMSEA) called RMSEAD. This index embeds the chi-square and degree-of-freedom differences into a modified RMSEA formula. The present study comprehensively compared RMSEAD to ΔRMSEA, the difference between two RMSEA values associated with a comparison of nested models. The comparison consisted of both derivations as well as a population analysis using one-factor CFA models with features common to those found in practical research. The findings demonstrated that for the same model, RMSEAD will always have increased sensitivity relative to ΔRMSEA with an increasing number of indicator variables. The study also indicated that RMSEAD had increased ability to detect noninvariance relative to ΔRMSEA in one-factor models. For these reasons, when evaluating measurement invariance, RMSEAD is recommended instead of ΔRMSEA.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

公众号