Factor Structure Invariance Research Articles

Measurement of adolescent psychological wellbeing: A test of factor structure and measurement invariance.

Gains in holistic approaches to adult mental health have been associated with increasing interest in understanding psychological wellbeing (PWB) among adolescents. Empirical examination of measurement models for PWB in adolescence is lacking. Thus, the current study examined PWB in a longitudinal, diverse sample of 433 adolescents (non-Latinx Black: 37.6%; non-Latinx White: 25.9%; Latinx: 36.5%; Male adolescents: 50.1%). A one-factor, correlated six-factor and hierarchical models were examined across racial/ethnic (White, Black, and Hispanic) and gender (female, male) identities, after which the best fitting model was selected to undergo invariance testing. A one-factor structure was superior, and exhibited strict invariance across racial/ethnic and gender identities at each wave of the study, as well as longitudinal invariance within the entire sample.

Confirmatory factor analysis and measurement invariance of the Depression, Anxiety, and Stress Scale (DASS-21) among Pakistani young adults

IntroductionThe Depression, Anxiety and Stress Scale (DASS-21) is recognized as being a widely used measure for the assessment of negative emotional states. While the DASS-21 has been widely used for assessing mental health in Pakistan, limited research has been done regarding its factor structure and measurement invariance.ObjectivesTo assess the factor structure and measurement invariance of the DASS-21 among young adults in Pakistan.MethodsA large sample of 1361 Pakistani young adults had completed the scale during the current study comprising 666 males and 695 females with a mean age of 24.51 years.ResultsExcellent internal consistency reliability was found for the overall DASS-21 and its three subscales (depression, anxiety and stress) ranging from r = .86 to .71 (Cronbach alpha). Moreover, the three subscales were strongly and significantly associated with one another. Additionally, the results showed a good fit of the three-factor model and the one-factor model of the DASS-21 aimed at assessing gender psychological distress. Strong measurement invariance was found regarding gender therefore showing that the DASS-21 is understood and interpreted similarly by males and females. However, little evidence was found regarding the three subscales (depression, anxiety and stress) for the measurement of three distinct constructs.ConclusionsThese findings confirm the utility of the DASS-21 for measuring mental health in Pakistan among young adults.Disclosure of InterestNone Declared

Assessing Measurement Consistency: A Study of the BPFSC Invariance Across Age and Sex in Romanian Adolescents.

The Borderline Personality Feature Scale for Children (BPFSC) is a widely used instrument and currently the only dimensional measure to investigate Borderline Personality features in children and adolescents. The present study aimed to investigate the factor structure and measurement invariance across age and sex in a community sample of 634 adolescents (mean age = 16.72, standard deviation = 1.31). To test for measurement invariance, we conducted multi-group confirmatory factor analysis (MG-CFA). Analysis showed residual invariance across age and sex. Based on the results, we conclude that BPFSC is a valid and reliable instrument to assess Borderline Personality features in adolescents. Implications for evidence-based assessment of Borderline Personality features in adolescence are discussed.

An assessment tool for the international healthy eating report card for preschool-aged children: a cross-cultural validation across Australia, Hong Kong, Singapore, and the United States.

This study aimed to develop and validate a globally applicable assessment tool of the 43-item International Healthy Eating Report Card Scale (IHERCS) which was designed to assess preschool-aged children's eating behaviours and family home food environments (FHFEs) across different cultural settings. In particular, we examined the factor structure, internal consistency and measurement invariance of the IHERCS across four cultural samples, including Australia, Hong Kong, Singapore, and the US. Convergent and discriminant validity were then conducted. In this cross-cultural study, a total of 2059 parent-child dyads from these four regions were recruited, and the parents were asked to complete the IHERCS. An exploratory structural equational modelling approach was employed to examine two higher-order factor models of children's eating behaviours and FHFEs in the IHERCS and its cross-cultural measurement invariance. The findings demonstrated robust factor structures of the scales of children's eating behaviours and FHFEs in the IHERCS (i.e., CFI and TLI > 0.90; RMSEA and SRMR < 0.08) and an acceptable level of internal consistency (i.e., Cronbach's α = 0.55-0.84). Full configural invariance and metric invariance were established across the four cultural contexts, but full scalar invariance was not achieved. Partial scalar invariance was found only in the scale of FHFEs. The convergent validity and discriminant validity were supported. Overall, the current findings provided preliminary support for the construct validity and measurement invariance of the IHERCS. It provides a reliable, valid and comprehensive assessment of eating behaviours and FHFEs among children in different cultural settings.

Psychometric properties of the Teenage Executive Functioning Inventory (TEXI): A confirmatory factor analysis and measurement invariance by gender in Bangladeshi adolescents

The Teenage Executive Functioning Inventory (TEXI) is a newly developed, reliable, and valid measure to assess deficits in executive functioning. The present study aimed to adapt and evaluate the psychometric properties and factor structure of the Bangla version of the TEXI in a sample of Bangladeshi adolescents. The cross-sectional research on 360 Bangladeshi adolescents aged between 12 and 18 years was carried out. Initially, the 20-item TEXI was translated into Bangla and pretested. Confirmatory factor analysis (CFA) was used to test factor structure and measurement invariance across genders. The CFA identified a two-factor solution, including working memory and inhibition, thereby replicating the original model. Multi-group CFA further suggested configural, metric, scaler, and residual measurement invariance between genders in a Bangladeshi sample. The internal consistency reliability of the TEXI was adequate. Construct and criterion-related validity were confirmed by establishing substantial and statistically significant correlations between the two factors within the TEXI and the associations between academic performance and the overall TEXI score. The Bangla version of the TEXI is a valuable measurement tool for evaluating executive dysfunction among adolescents. This study opens the door to future research on adolescents’ executive functioning deficits and their relationship with other real-life behaviors.

Academic grit scale for Chinese middle- and upper-grade primary school students: testing its factor structure and measurement invariance

The Academic Grit Scale (AGS) is a novel measure of academic-specific grit. However, its factor structure and measurement invariance have yet to be thoroughly supported. The present study tested the factor structure and measurement invariance of the AGS with a large sample of early adolescents (aged 9–14 years) from China (N = 1,894). The bifactor model showed that the AGS was predominately accounted for by the general factor rather than the domain-specific factors; the parallel model from the AGS’s one-factor model showed good fit indices; thus, the AGS should be described as a univocal solution and reported as the total score. Gender and grade measurement invariance were supported at a scalar level, warranting further mean difference comparisons. In addition, academic grit was significantly associated with positive academic emotions and academic achievement, yielding evidence of good criteria-related validity. The current study contributes additional evidence to the construct validity of the Chinese version of the AGS among middle- and upper-grade primary school students in China.

Factor structure and measurement invariance of the Edinburgh Postnatal Depression Scale during the perinatal period: a longitudinal study of Japanese women

Factor structure and measurement invariance of the Edinburgh Postnatal Depression Scale during the perinatal period: a longitudinal study of Japanese women

Factor structure and longitudinal invariance for the Chinese Mainland version of the Edinburgh postnatal depression scale during pregnancy

BackgroundThere are inconsistent results on the Edinburgh Postnatal Depression Scale's (EPDS) factor structure and longitudinal invariance among different cultures. Furthermore, limited relevant studies in Chinese pregnant women exist. PurposeTo test the factor structure of the Chinese Mainland EPDS during pregnancy and conduct longitudinal invariance analyses. MethodsA national multi-centre cohort study was conducted among 1207 pregnant women selected consecutively by convenience sampling from five hospitals in Zhuhai, Taiyuan, Haidian, Changchun, and Shenzhen in China between August 2015 and October 2016. Depression was measured by the EPDS during gestational weeks 10–13, 15–18, 23–25, 30–32 and 36–37, respectively.s ResultsThree factors with eigenvalues nearly larger than 1.0 were optimal for the Chinese Mainland EPDS, labelled “anxiety,” “anhedonia,” and “depression,” and contained items 3–5, 1–2, and 6–10, respectively. The confirmatory factor analysis results of standardized root mean square residual (SRMR) = 0.034, root mean square error of approximation (RMSEA) = 0.049, comparative fit index (CFI) = 0.968, Tucker-Lewis index (TLI) = 0.954, and χ2, p < 0.05 indicated good fit. For the longitudinal invariance tests, the configural invariance was met, with the CFI and TLI both higher than 0.90 and the RMSEA lower than 0.08 (CFI = 0.919, TLI = 0.908, and RMSEA = 0.034). The metric-, scalar-, and strict invariances were met. ConclusionsThe three-factor model of the Chinese Mainland EPDS is invariant in pregnancy, suggesting stability and comparability in identifying the women screened positive at different points during pregnancy and making the scale feasible to screen prenatal depression and anxiety simultaneously.

Measurement Invariance of Adverse Childhood Experiences Across Teacher Age and Race

ABSTRACT Adverse Childhood Experiences (ACEs) confer considerable risk for negative outcomes across the lifespan, but there is limited research examining whether the measurement of ACEs can be interpreted the same way across diverse groups of individuals. In particular, the measurement of ACEs among early child education teachers has received little attention. Given that millions of children receive care from early child education teachers, and evidence that ACEs can severely disrupt teacher’s abilities to support young children, it is critical to accurately assess for and respond to teacher ACEs. The present study examined the factor structure and measurement invariance of the 11-item Behavioral Risk Factor Surveillance Survey (BRFSS) version of the ACEs measure across a diverse group of teachers. Data were collected from 605 teachers in a southeastern state between 2018 and 2021. Teachers ranged in age from 18 to 81 years (35% young; 56% middle; and 9% older adults) and were diverse across race (46% White; 53% Black). Teachers completed the BRFSS version of the ACEs measure and a demographics questionnaire. Factor analyses replicated the theorized three-factor solution, with household dysfunction, emotional/psychological abuse, and sexual abuse emerging as distinct factors. Multigroup confirmatory factor analyses demonstrated measurement invariance across teacher age and race. Comparisons of scores indicated ACEs levels varied across teacher age and race. Overall, findings suggest the BRFSS version of the ACEs measure can be used to assess adverse childhood experiences across diverse groups of early child education teachers.

The Difficulties in Interpersonal Regulation of Emotions Scale (DIRE): Factor Structure and Measurement Invariance across Gender and Two Chinese Youth Samples.

Effective interpersonal emotion regulation (IER) strategies have been found to be meaningful predictors for positive psychological functioning. The Difficulties in Interpersonal Regulation of Emotions Scale (DIRE) is a measure developed to assess maladaptive IER strategies. This study aimed to examine the psychometric properties of the Chinese version of DIRE using two college student samples (Sample 1: n = 296; Sample 2: n = 419). The two-factor structure of DIRE (venting and excessive reassurance-seeking) was confirmed through an exploratory structure equation modeling approach. Our results demonstrated that the Chinese version of DIRE exhibits a similar factor structure (in both samples) as the original DIRE. Measurement invariance across gender and samples was also achieved. Latent mean analyses demonstrated that females more frequently reported excessive reassurance-seeking (in both samples) and venting (in Sample 1) than males. Furthermore, venting and excessive reassurance-seeking were significantly related to intrapersonal emotion regulation and well-being indicators. Although in Chinese culture DIRE performs somewhat differently from the original DIRE, the current findings suggest that DIRE is a reliable and valid scale with which to measure the IER strategies in Chinese culture and the use of this measure in clinical practice may allow for an accurate assessment of emotion regulation deficits in clients from other diverse cultures.

A short version of the reflective functioning questionnaire: Validation in a greek sample.

This study aims to validate the Greek version of the 54-item Reflective Functioning Questionnaire (RFQ), a measure designed to assess an individual's capacity for understanding themselves and others based on internal mental states. This capacity, also known as Reflective Functioning (RF) or mentalizing, is believed to play a significant role in both typical and atypical development. The validation process examined the factor structure of the RFQ and its relationship with a variety of psychosocial and clinical constructs that have theoretical and empirical links to RF. Additionally, this research investigated the factor structure's invariance across gender and age groups to determine the robustness of the instrument. A unique contribution of this work lies in examining the application of the RFQ to attachment classifications through the use of cluster analysis. The sample consisted of 875 Greek adults from the general community with a mean age of 28.5 and a median age of 22. Participants completed the Greek RFQ along with a series of self-report questionnaires assessing psychosocial constructs, including attachment, epistemic trust, emotion regulation, and psychological mindedness, as well as clinical variables such as anxiety, depression, and borderline personality traits. Our findings suggest that a shorter, 31-item version of the questionnaire provides a robust three-factor structure across a non-clinical Greek adult population. The three identified subscales are (a) excessive certainty, (b) interest/curiosity, and (c) uncertainty/confusion, all demonstrating satisfactory reliability and construct validity. The uncertainty subscale was found to be associated with insecure attachment styles, epistemic mistrust and credulity, emotional suppression, and low psychological mindedness. In contrast, the certainty and curiosity subscales were linked to secure attachment, epistemic trust, emotion reappraisal, and psychological mindedness. Uncertainty was further shown to differ significantly across probable clinical and non-clinical groups, as distinguished by cut-off scores for anxiety, depression, and borderline personality disorder (BPD). However, the certainty and interest/curiosity subscales only varied between the two BPD groups. Our results provide the first evidence supporting the use of a 31-item version of the RFQ with three validated subscales to reliably assess reflective functioning in the Greek population, demonstrating stronger psychometric properties compared to other RFQ versions reported in previous studies. Findings suggest that impaired mentalizing capacity, as measured by the RFQ, is linked to insecure attachment, epistemic mistrust and credulity, poor emotion regulation, and low psychological mindedness, and potentially plays a role in adult mental health symptoms.

Factor structure and measurement invariance of the University Demand-Resource Questionnaire: further evidence from Hungarian university students.

The present study aimed to further examine the factor structure and measurement invariance of the UDRQ among a sample of Hungarian university students. 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. 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. 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.

Factor Structure and Longitudinal Invariance of the CES-D across Diverse Residential Backgrounds in Chinese Adolescents

Factor Structure and Longitudinal Invariance of the CES-D across Diverse Residential Backgrounds in Chinese Adolescents

Factor structure and measurement invariance of the Patient Health Questionnaire-4 among the Chilean population.

The PHQ-4 is an ultrabrief screening test for depression and anxiety symptoms. The psychometric properties of this test among the population in Chile are unknown. This study was aimed to determine the factor structure of the PHQ-4 in the adult population in Chile, and to assess its measurement invariance across different groups. The study considered a nationally representative sample of 10921 people aged 18 and above, in Chile in 2021. Exploratory and confirmatory factor analysis were conducted, and configural, metric, scalar, and strict measurement invariance were assessed. The two-factor structure of the PHQ-4 supported the two underlying constructs of depression and anxiety. This model explained 67% of the variance and had excellent fit (CFI: 0.9999; TLI: 0.9994; RMSEA: 0.0107; SRMR: 0.0022). Strict measurement invariance held across gender, age, area of residence, household income quintile, immigrant or host population, and indigenous or non-indigenous population (ΔCFI<0.01). The PHQ-4 can be used to assess depressive and anxiety symptoms in population studies, and as a screening test for depression and anxiety in public mental health programs in Chile.

Measuring autism-associated traits in the general population: Factor structure and measurement invariance across sex and diagnosis status of the Social Communication Questionnaire.

Using questionnaires in research relies on the expectation that they measure the same things across different groups of individuals. If this is not true, then interpretations of results can be misleading when researchers compare responses across different groups of individuals or use in it a group that differs from that in which the questionnaire was developed. For the questionnaire we investigated, the Social Communication Questionnaire (SCQ), we found that parents of boys and girls responded to questionnaire items in largely the same way but that the SCQ measured traits and behaviors slightly differently depending on whether the children had autism. Based on these results, we concluded that researchers using this questionnaire should carefully consider these differences when deciding how to interpret findings. SCQ scores as a reflection of "autism-associated traits" in samples that are mostly or entirely made up of individuals without an autism diagnosis may be misleading and we encourage a more precise interpretation of scores as a broader indication of social-communicative and behavioral traits.

Preliminary validation of the Cognitive Affective Mindfulness Scale-Revised in cancer populations.

A brief, valid, and comprehensive measure of mindfulness is needed for cancer populations. This study examined the factor structure, internal consistency, construct validity, and measurement invariance of the 10-item Cognitive Affective Mindfulness Scale-Revised (CAMS-R) in patients with cancer. Patients with breast, gastrointestinal, lung, or prostate cancer (N=404, 50% stage IV cancer, 51% women) were recruited from academic and public clinics in Indianapolis, IN. Patients completed the CAMS-R and other psychological measures at one time point. Confirmatory factor analysis (CFA) was used to examine the dimensionality of the CAMS-R. Internal consistency and construct validity were also assessed. Measurement invariance was examined for gender, cancer type, and cancer stage. CFA showed that the original CAMS-R structure with four first-order factors (attention, present focus, awareness, and acceptance) and one second-order factor (mindfulness) had a reasonable fit (RMSEA=0.09, CFI=0.95, SRMR=0.04). Internal consistency was excellent (α=0.90). The CAMS-R total score showed significant positive associations with several subscales of a widely used mindfulness questionnaire and self-compassion (rs=0.61-0.66) and significant negative associations with anxiety, depressive symptoms, rumination, psychological inflexibility, and avoidant coping (rs=-0.35-0.58). Measurement invariance testing indicated that the CAMS-R was invariant across populations of varying genders, cancer types, and stages. Findings provide preliminary support for using the CAMS-R in cancer populations. Future research should assess the responsiveness of the CAMS-R to intervention.

Supplemental Material for Evaluating the Factor Structure and Measurement Invariance of the Academic Competence Evaluation Scales–Short Form

Supplemental Material for Evaluating the Factor Structure and Measurement Invariance of the Academic Competence Evaluation Scales–Short Form

Psychometric properties of the Persian version of the cognitive emotion regulation questionnaire-short (CERQ-P-short): Reliability, validity, factor structure, treatment sensitivity, and measurement invariance

AimsThis study aimed to examine the psychometric properties of a widely-used measure of emotion regulation, the short version of the Cognitive Emotion Regulation Questionnaire (CERQ-short), in the Persian language (CERQ-P-short) among Iranian populations. MethodsThe CERQ-P-short was administered to 1825 participants (female = 974) including 436 adolescents, 834 adults from the general population, 45 patients each with generalized anxiety and obsessive-compulsive disorders, an additional 30 patients each with generalized anxiety and obsessive-compulsive disorders receiving treatment, 45 patients with substance use disorders (SUDs) and an additional 360 adult psychiatric patients. We tested reliability, factor structure, measurement invariance, convergent and discriminant validity, and treatment sensitivity (i.e., intervention response) by age, sex, and diagnostic group. The Depression Anxiety Stress Scale-21 was also administered. ResultsCronbach's alpha coefficient and test-retest coefficients suggested good reliability. Fit indices suggested that the 9-factor CERQ-P-Short model was good across groups. The CERQ-P-Short showed good measurement invariance in all four models (configural, metric, scalar, and strict) in all groups. Both adaptive and maladaptive cognitive emotion-regulation strategies demonstrated convergent and discriminant validity. Finally, treatment sensitivity of the CERQ-P-Short scale before and after the completion of treatment sessions was suggested for patients with generalized anxiety and obsessive-compulsive disorders. ConclusionsWhile the present study has some limitations, it represents a significant contribution because it supports CERQ-P-Short scales usefulness, validity, and reliability in the general population and among psychiatric patients. The results of the current study can be beneficial to the both clinicians and researchers.

Validating an Adapted Version of the Child and Adolescent Perfectionism Scale: Testing Factor Structure and Measurement Invariance in Chinese Adolescents

Validating an Adapted Version of the Child and Adolescent Perfectionism Scale: Testing Factor Structure and Measurement Invariance in Chinese Adolescents

Factor structure and measurement invariance of the 8-item CES-D: a national longitudinal sample of Chinese adolescents

BackgroundThe 8-item Center for Epidemiologic Studies Depression Scale (CES-D 8) has been widely used to measure depressive symptoms in many large-scale surveys. Due to its brevity, it can lower costs, relieve respondent burdens, and ensure data quality. However, its factor structure and measurement invariance across gender and time among adolescents have not been adequately evaluated. This study investigated its factor structure and measurement invariance across gender and time among adolescents.MethodsThe data was drawn from the China Family Panel Studies (CFPS) conducted in 2018 and 2020, with 3099 participants (46.82% girls) aged 11 to 18 in 2018. First, exploratory and confirmatory factor analyses were used to examine the factor structure of the CES-D 8. Next, multi-group confirmatory factor analysis was conducted to test its measurement invariance across gender and time. Finally, a longitudinal cross-gender test was conducted to further confirm the stability of the scale.ResultsA two-factor structure was identified among the adolescents, including Negative Symptoms and Diminished Happiness Feeling. Measurement invariance across gender and time, as well as the longitudinal cross-gender invariance, was supported, with configural, factor loadings, thresholds and residual invariance.ConclusionsThe factor structure of the CES-D 8 remains stable across gender and time among adolescents, indicating that it is a promising instrument for measuring depressive symptoms, especially in large-scale and longitudinal surveys.