Adolescent-parent perceptions of electronic media use in China: factor structure and use patterns measured by the Media Activity Form (MAF)
ABSTRACT Electronic media (EM) is an integral part of adolescents’ lives, significantly influencing their health and development. In China, sociocultural factors such as hierarchical family dynamics may shape distinctive EM usage patterns. However, structured, multi-informant assessments are rarely applied in non-Western contexts. The Media Activity Form (MAF) is a dual-informant instrument designed to capture EM use and perceived impacts from both adolescents and their parents. This study aimed to (1) examine the psychometric properties of the MAF in a Chinese context, and (2) explore patterns in EM use and perceptions across informants. Data were collected from 404 adolescent – parent dyads in Nanjing and Jintan, China. Analyses included descriptive statistics, exploratory and confirmatory factor analyses (EFA/CFA), and comparison tests. Adolescents reported significantly higher screen time than parents, with boys reporting slightly higher usage than girls (8.63 vs. 7.50 hrs/week). EFA and CFA supported a three-factor structure for adolescents and a two-factor structure for parents (α = 0.71–0.94). This study is the first to validate the MAF in a non-Western context using a dual-informant approach. Findings highlight significant discrepancies between parent and adolescent perceptions of EM use and the need for culturally and developmentally informed assessment and intervention strategies.
- Research Article
- 10.1177/18344909241310095
- Jan 1, 2025
- Journal of Pacific Rim Psychology
Posttraumatic stress disorder (PTSD) is often diagnosed by counting the number of symptoms experienced in specified symptom clusters, as outlined by the American Psychiatric Association's Diagnostic and Statistical Manual (DSM) of mental illness. However, PTSD measurement tools and this method of diagnosing and treating PTSD, even in non-Western countries, is based on Western concepts of the underlying factor structure. While some research has suggested that PTSD is a disorder found in Western, or “WEIRD” (White, Educated, Industrialized, Rich, and Democratic) countries and it may not translate to non-Western cultural contexts, other research has documented PTSD in a variety of non-Western countries including India, China, and the Philippines. We examined if the underlying factor structure of PTSD was evident in another non-Western context—in Nepal. We translated and back-translated the PTSD Checklist Specific Stress Version (PCL-S), adapting it for use with populations with low literacy affected by two life changing traumas. We then tested a series of theoretical models of PTSD across two different trauma samples—in survivors of the 2015 earthquake ( N = 392) and in people who experienced a life-changing spinal cord injury ( N = 163). Using confirmatory factor analysis, we found some evidence that PTSD symptoms appear to map onto Western factors, with evidence of the four-factor Dysphoria model (Re-experiencing, Avoidance, Dysphoria, and Hyperarousal symptoms) in both populations, and demonstrating scalar invariance across samples. However, exploratory factor analyses suggested a different underlying structure. Further, measurement invariance testing suggested gendered responses to PTSD items. The results demonstrate PTSD symptoms in this non-Western context somewhat fit hypothesized Western concepts of PTSD but point to a holistic approach to diagnosing PTSD in such contexts, as opposed to using clusters or PTSD cut-offs.
- Research Article
1
- 10.3389/fpubh.2024.1271409
- Apr 23, 2024
- Frontiers in Public Health
Compensatory Health Beliefs (CHBs), the notion that healthy behaviors can offset the negative effects of unhealthy actions, have been widely explored in Western contexts. Yet, their relevance within the Chinese cultural milieu remains underexplored. The primary objective of this research was to develop and validate a Chinese version of the CHBs scale (CHBs-C), addressing the gap in the literature regarding the applicability of CHBs within the Chinese cultural context. A multi-stage translation (from English to Chinese) was first completed, and exploratory factor analysis was conducted (n = 476), yielding the 14-item scale (CHBs-C scale). Confirmatory factor analysis was conducted to assess the validity, and the 2-week test-retest reliability, internal consistency and convergent validity of the scale were also assessed (n = 308). Predict validity was verified through testing the relationships between CHBs and health behaviors and habits (n = 274). Factor analysis showed a different factor structure in Chinese context, with only one factor identical to the original version. The fitness index of the new factor structure was good. However, while the scale exhibited acceptable internal consistency and high test-retest reliability, its convergent validity and predictive validity was found to be limited on a general level. Despite this, significant correlations at the subscale level were identified, highlighting nuanced interactions between CHBs and specific health behaviors within the Chinese population. This study not only establishes the CHBs-C scale as a valid and reliable instrument for assessing compensatory health beliefs in China but also lays the groundwork for further exploration of its applications and the potential cultural adaptability of CHBs.
- Research Article
34
- 10.1016/j.jsr.2012.12.003
- Jan 3, 2013
- Journal of Safety Research
Cross-validation of an employee safety climate model in Malaysia
- Research Article
92
- 10.1186/1471-244x-13-95
- Mar 22, 2013
- BMC Psychiatry
BackgroundThe Strengths and Difficulties Questionnaire (SDQ) is a tool to measure the risk for mental disorders in children. The aim of this study is to describe the diagnostic efficiency and internal structure of the SDQ in the sample of children studied in the Spanish National Health Survey 2006.MethodsA representative sample of 6,773 children aged 4 to 15 years was studied. The data were obtained using the Minors Questionnaire in the Spanish National Health Survey 2006. The ROC curve was constructed and calculations made of the area under the curve, sensitivity, specificity and the Youden J indices. The factorial structure was studied using models of exploratory factorial analysis (EFA) and confirmatory factorial analysis (CFA).ResultsThe prevalence of behavioural disorders varied between 0.47% and 1.18% according to the requisites of the diagnostic definition. The area under the ROC curve varied from 0.84 to 0.91 according to the diagnosis. Factor models were cross-validated by means of two different random subsamples for EFA and CFA. An EFA suggested a three correlated factor model. CFA confirmed this model. A five-factor model according to EFA and the theoretical five-factor model described in the bibliography were also confirmed. The reliabilities of the factors of the different models were acceptable (>0.70, except for one factor with reliability 0.62).ConclusionsThe diagnostic behaviour of the SDQ in the Spanish population is within the working limits described in other countries. According to the results obtained in this study, the diagnostic efficiency of the questionnaire is adequate to identify probable cases of psychiatric disorders in low prevalence populations. Regarding the factorial structure we found that both the five and the three factor models fit the data with acceptable goodness of fit indexes, the latter including an externalization and internalization dimension and perhaps a meaningful positive social dimension.Accordingly, we recommend studying whether these differences depend on sociocultural factors or are, in fact, due to methodological questions.
- Discussion
15
- 10.1111/pcn.12920
- Aug 25, 2019
- Psychiatry and Clinical Neurosciences
Identifying the factor structure of the Mother-to-Infant Bonding Scale for post-partum women and examining its consistency during pregnancy.
- Research Article
50
- 10.1002/eat.23721
- May 3, 2022
- International Journal of Eating Disorders
ObjectiveThe main aim was to perform a systematic literature review of studies investigating the factor structure of the Eating Disorder Examination‐Questionnaire (EDE‐Q), a widely used measure of eating pathology. Secondary aims were to summarize the quality of reporting of latent variable (factor) analyses in these studies and review support for different factor solutions.MethodLiterature was identified through Scopus, Medline, PsycInfo, and ProQuest databases published up to February 23, 2022 and outreach via an international listserv. All studies published in English reporting factor analysis of the EDE‐Q were included with few restrictions. Sixty studies including 63,389 participants met inclusion criteria.ResultsThe originally proposed four‐factor solution received little empirical support, although few alternative models have been robustly evaluated. Items assessing shape and weight concerns frequently coalesce in factor solutions, suggesting that these constructs are closely related. Investigations of brief versions of the EDE‐Q have produced more consistent findings, suggesting that these measures, particularly a seven‐item version, might be useful alternatives to the full version. Quality of studies was reasonable, with important methodological elements of factor analysis often reported.DiscussionThe findings are of relevance to practitioners and researchers, suggesting that the “original” factor structure of the EDE‐Q should be reconsidered and that use of a seven‐item version is to be encouraged.Public SignificanceSelf‐report questionnaires are widely used in the assessment of disordered eating. The current study found that there is little consensus about the structure of a common measure of eating psychopathology. There is more consistent support for a brief, seven‐item, version assessing dietary restraint, body dissatisfaction, and overvaluation of weight and shape.
- Research Article
36
- 10.1016/j.foodqual.2019.103791
- Sep 3, 2019
- Food Quality and Preference
The food neophobia scale (FNS): Exploration and confirmation of factor structure in a healthy Chinese sample
- Research Article
- 10.5080/u27614
- Jan 1, 2024
- Turk psikiyatri dergisi = Turkish journal of psychiatry
This study aimed to validate the Turkish version of the Behavioral and Psychological Symptoms of Dementia Knowledge Scale (BPSD-T) among caregivers. The goal was to assess the scale's psychometric properties, ensuring it accurately measures caregivers' knowledge of dementia-related behavioral and psychological symptoms in a Turkish context. In this cross-sectional study, the data were collected from 212 caregivers providing home-based care to dementia patients across Turkey. Participants completed a 12-item Behavioral and Psychological Symptoms of Dementia (BPSD) knowledge questionnaire along with a sociodemographic form. To examine the factor structure of the scale, both exploratory factor analysis (EFA) and confirmatory factor analysis (CFA) were conducted. Sample adequacy for EFA was assessed using the Kaiser- Meyer-Olkin (KMO) measure and Bartlett's test of sphericity. For CFA, model fit was evaluated using fit indices such as χ2/df, Goodness of Fit Index (GFI), Comparative Fit Index (CFI), Normed Fit Index (NFI), and Root Mean Square Error of Approximation (RMSEA). The internal consistency of the scale was assessed with Cronbach's alpha coefficient. The findings showed that the BPSD-T has strong internal consistency (Cronbach's alpha=0.85) and a robust factor structure. Factor loadings ranged from 0.396 to 0.744, supporting the construct validity of the scale. Item-total correlations ranged from 0.437 to 0.711, with the item "BPSD are the major source of caregiving burden" having the highest correlation (r=0.711). The results indicate that the BPSD-T is a reliable instrument for assessing caregivers' knowledge of behavioral and psychological symptoms associated with dementia. The BPSD-T provides an effective means of identifying knowledge gaps among caregivers in Turkey and serves as a valuable tool for developing training programs aimed at improving the management of BPSD. This study contributes to the literature by validating the scale in a non-Western context, suggesting that enhancing caregivers' knowledge of BPSD can have positive impacts on clinical management and patient care. In this regard, the implementation of the BPSD-T may support the more effective management of behavioral and psychological symptoms in dementia patients.
- Addendum
4
- 10.1037/pas0000638
- Aug 1, 2018
- Psychological Assessment
Reports an error in "Complementary exploratory and confirmatory factor analyses of the French WISC-V: Analyses based on the standardization sample" by Thierry Lecerf and Gary L. Canivez (Psychological Assessment, 2018[Jun], Vol 30[6], 793-808). In the original article a production error resulted in the deletion of subtests in the "French WISC-V subtest" column and the misalignment of factor names in the "Eigenvalue" column of Table 1. The corrected table is included in this erratum. The online version of this article has been corrected. (The following abstract of the original article appeared in record 2017-57791-001.) Interpretation of the French Wechsler Intelligence Scale for Children-Fifth Edition (French WISC-V; Wechsler, 2016a) is based on a 5-factor model including Verbal Comprehension (VC), Visual Spatial (VS), Fluid Reasoning (FR), Working Memory (WM), and Processing Speed (PS). Evidence for the French WISC-V factorial structure was established exclusively through confirmatory factor analyses (CFAs). However, as recommended by Carroll (1995); Reise (2012), and Brown (2015), factorial structure should derive from both exploratory factor analysis (EFA) and CFA. The first goal of this study was to examine the factorial structure of the French WISC-V using EFA. The 15 French WISC-V primary and secondary subtest scaled scores intercorrelation matrix was used and factor extraction criteria suggested from 1 to 4 factors. To disentangle the contribution of first- and second-order factors, the Schmid and Leiman (1957) orthogonalization transformation (SLT) was applied. Overall, no EFA evidence for 5 factors was found. Results indicated that the g factor accounted for about 67% of the common variance and that the contributions of the first-order factors were weak (3.6 to 11.9%). CFA was used to test numerous alternative models. Results indicated that bifactor models produced better fit to these data than higher-order models. Consistent with previous studies, findings suggested dominance of the general intelligence factor and that users should thus emphasize the Full Scale IQ (FSIQ) when interpreting the French WISC-V. (PsycINFO Database Record
- Research Article
8
- 10.1037/ipp0000011
- Jan 1, 2014
- International Perspectives in Psychology
To test the Cultural and Contextual Model of Coping, 2 studies examined the psychometric properties of the Problem Solving Inventory (PSI; Heppner, 1988 ) among Chinese college students. Study 1 ( N = 736) examined the generalizability of the factor structure of the PSI through confirmatory and exploratory factor analyses, as well as its relationship with career decision-making difficulties. A revised 18-item Problem Solving Inventory-Chinese (PSI-CN) revealed similar but slightly different factors: Problem Solving Confidence, Reflective Thinking, and Emotional Control. Moreover, the PSI-CN was found to have good estimates of internal consistency, as well as found to be negatively associated with career decision-making difficulties. Study 2 ( N = 357) examined the stability of the 18-item PSI-CN, as well as a relationship with psychological distress. The confirmatory factor analysis again supported the 3-factor model of the PSI-CN. Additional analyses of psychological distress provided additional construct validity estimates for the PSI-CN; problem solving appraisal was negatively associated with psychological distress. Implications of the PSI-CN factor structure are discussed in a Chinese cultural context. Limitations of current study and future lines of research are also discussed.
- Research Article
1
- 10.5964/sotrap.3127
- Jul 22, 2020
- Sexual Offending: Theory, Research, and Prevention
The Juvenile Sex Offender Assessment Protocol-II (J-SOAP-II) is a tool used to aid clinicians in assessing the sexual and criminal reoffense risk of male youths who have committed a sex offense. Despite its popularity, the factor structure has not been thoroughly assessed. The present study used confirmatory factor analysis (CFA) to test the factor structure of the four subscales of the J-SOAP-II in a group of youths aged 12-18 who were confined for sexual offenses (N = 909), and whether the fit is affected by youth race. The results showed a poor fit to the data. An ad-hoc goal was added, to propose a new factor structure using exploratory factor analysis (EFA) on one half of the data, and CFA on the second half of the data. The EFA identified three-factors: Sexual Offending and Victimization History, Risk for General Delinquency, and Antisocial Beliefs and Attitudes. This three-factor model, provided an improved, but not good, fit, indicating that further modifications to the J-SOAP-II are required to meaningfully capture risk-relevant latent constructs.
- Research Article
16
- 10.1108/pr-05-2018-0163
- Dec 18, 2019
- Personnel Review
PurposeCommitment to change is vital for the success of any organizational change initiative. However, despite a sustained increase in research interest on employees’ commitment to change, there is still no consistency about the unidimensional or multi-dimensional construct of commitment to change, and previous research tends to ignore the impact vocational drivers may have on it. The paper aims to discuss these issues.Design/methodology/approachDrawing on prospect theory, the authors extended Herscovitch and Meyer’s (2002) commitment to change construct by developing and testing an additional dimension of commitment to change centered on employees’ vocational commitment across two studies, adopting a longitudinal design within a Chinese context. As organizational change often has implications that impacts individual decision making, vocational development and work adjustments and attitudes within the workplace, the authors presented the case for vocational commitment to change as an important extension to the commitment to change literature. The authors first provided evidence for the internal consistency, factor structure and the validity of the commitment to change in the Chinese context. Subsequently, the authors examined the changes of employees’ commitment to change across time, and demonstrated its predictive validity by exploring the relationship between commitment to change and change-related behaviors.FindingsThe current research represents improvements in commitment to change measurement, provides construct clarification in the Asia context, and sheds light on theoretical and empirical evidence for how to support change in the Chinese context. Limitations, implications and directions for future research are further discussed.Originality/valueThe current study responds to a call for research to further investigate the mechanisms of commitment to change within non-Western contexts, specifically within the Chinese context. Through a rigorous scale development process, the authors clarified Herscovitch and Meyer’s (2002) commitment to change model and present an augmented model with a fourth dimension –vocational commitment to change. Furthermore, through a longitudinal study, the current study also demonstrates that the cultivation of commitment to change has great importance to improving employees’ change-supportive behavior and reducing their resistance to change. This is consistent with cross-cultural research, which shows that Chinese individuals are more likely to possess inconsistent attitudes toward an object, including themselves, compared to Western individuals (Spencer-Rodgers et al., 2004). The study also explained the change of commitment to change over time, showing the significant relationships among the commitment to change and change-related behaviors.
- Research Article
23
- 10.1097/nnr.0b013e3181bee5aa
- Nov 1, 2009
- Nursing Research
The Beck Depression Inventory II (BDI-II) is considered a gold standard for identifying depression in adults. Validity of the BDI-II has been documented in diverse populations using exploratory factor analysis (EFA), although no findings have been reported exclusively among lower income women. Among EFA findings, the factor structure of the BDI-II has been inconsistent, with cognitive, affective, and somatic domains emerging differentially within factors across studies. This, in conjunction with concerns around the confounding of depressive symptoms as measured by the BDI-II and other illness states, has led researchers to examine more complex factor structures using confirmatory factor analysis (CFA). The purpose of this study was to evaluate the factor structure of the BDI-II using both EFA and CFA among low-income women. After EFA with Promax rotation, CFA testing was conducted on several structural models with two randomly split subsamples of 108 and 200 women going through a Welfare Transition Program. A two-factor structure was indicated by EFA, with the cognitive and affective domains represented in Factor 1 and somatic items comprising Factor 2. CFA revealed a general factor model, with General Depression and residual Cognitive and Somatic factors, best fit to the data on the basis of several indices (root mean square error of approximation = 0.05; standardized root mean square residual = 0.05; weighted root mean square residual = 0.69; comparative fit index = .98; and Tucker-Lewis index = .99) and model difference tests of significance (four comparisons: all chi values >24.9, all p values < .001). Measurement using BDI-II is best represented by a complex factor structure among low-income women and is consistent with findings in other populations. Additional consideration for how a general model factor structure provides potentially new directions for depression measurement may advance science in several areas.
- Research Article
- 10.1371/journal.pone.0328163.r004
- Aug 4, 2025
- PLOS One
BackgroundLoneliness has a significant impact on mental and physical health across different stages of development, with particularly evident effects during adolescence. During this period, young individuals undergo substantial social and emotional transformations, making loneliness a global concern.ObjectiveThis study aimed to analyze the psychometric properties of the UCLA-R Loneliness Scale in Ecuadorian adolescents through exploratory and confirmatory factor analysis, assess its internal consistency, and examine factorial invariance across genders.MethodThe sample consisted of 718 school-aged adolescents (288 males and 430 females) aged 14–17 years (M = 15.72, SD = 0.747), selected through probabilistic sampling. A sociodemographic ad hoc questionnaire and the Spanish version of the 20-item UCLA-R Loneliness Scale were administered. The sample was randomly divided into two equivalent subsamples (n = 359) to separately perform an Exploratory Factor Analysis (EFA) and a Confirmatory Factor Analysis (CFA). The EFA was conducted using principal axis factoring, oblique rotation, and polychoric correlations. The CFA evaluated one-factor, two-factor, and three-factor models, employing fit indices such as CFI, TLI, RMSEA, and SRMR. Internal consistency was estimated using Cronbach’s alpha and McDonald’s omega coefficients. Additionally, factorial invariance analyses by gender were performed, along with a univariate ANOVA to examine potential gender differences.ResultsThe exploratory factor analysis (EFA) results indicated the presence of two factors, whose structure explains 40.8% of the total variance, with 19 items. The confirmatory factor analysis (CFA) confirmed that the bifactor model with 19 items exhibited a superior fit compared to the unidimensional and three-factor models with 20 items, with fit indices falling within acceptable to excellent ranges (CFI = .936, TLI = .927, RMSEA = .050, SRMR = .048). Additionally, the bifactor model demonstrated measurement invariance across genders. Regarding internal consistency, the scale demonstrated a Cronbach’s alpha of.876 and an omega coefficient of.83, confirming its reliability.ConclusionIt is concluded that the 19-item UCLA-R Loneliness Scale is a valid and reliable instrument for assessing perceived loneliness in Ecuadorian adolescents, regardless of gender. Future research could replicate these findings in other regions and cultural contexts to validate its use on a larger scale.
- Research Article
- 10.1371/journal.pone.0328163
- Aug 4, 2025
- PloS one
Loneliness has a significant impact on mental and physical health across different stages of development, with particularly evident effects during adolescence. During this period, young individuals undergo substantial social and emotional transformations, making loneliness a global concern. This study aimed to analyze the psychometric properties of the UCLA-R Loneliness Scale in Ecuadorian adolescents through exploratory and confirmatory factor analysis, assess its internal consistency, and examine factorial invariance across genders. The sample consisted of 718 school-aged adolescents (288 males and 430 females) aged 14-17 years (M = 15.72, SD = 0.747), selected through probabilistic sampling. A sociodemographic ad hoc questionnaire and the Spanish version of the 20-item UCLA-R Loneliness Scale were administered. The sample was randomly divided into two equivalent subsamples (n = 359) to separately perform an Exploratory Factor Analysis (EFA) and a Confirmatory Factor Analysis (CFA). The EFA was conducted using principal axis factoring, oblique rotation, and polychoric correlations. The CFA evaluated one-factor, two-factor, and three-factor models, employing fit indices such as CFI, TLI, RMSEA, and SRMR. Internal consistency was estimated using Cronbach's alpha and McDonald's omega coefficients. Additionally, factorial invariance analyses by gender were performed, along with a univariate ANOVA to examine potential gender differences. The exploratory factor analysis (EFA) results indicated the presence of two factors, whose structure explains 40.8% of the total variance, with 19 items. The confirmatory factor analysis (CFA) confirmed that the bifactor model with 19 items exhibited a superior fit compared to the unidimensional and three-factor models with 20 items, with fit indices falling within acceptable to excellent ranges (CFI = .936, TLI = .927, RMSEA = .050, SRMR = .048). Additionally, the bifactor model demonstrated measurement invariance across genders. Regarding internal consistency, the scale demonstrated a Cronbach's alpha of.876 and an omega coefficient of.83, confirming its reliability. It is concluded that the 19-item UCLA-R Loneliness Scale is a valid and reliable instrument for assessing perceived loneliness in Ecuadorian adolescents, regardless of gender. Future research could replicate these findings in other regions and cultural contexts to validate its use on a larger scale.
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