Research article - (2021)20, 525 - 534 DOI: https://doi.org/10.52082/jssm.2021.525 |
Composition Factor Analysis and Factor Invariance of the Physical Appearance State and Trait Anxiety Scale (PASTAS) in Sports and Non-Sports Practitioner Mexican Adolescents |
Martha Ornelas1, Judith Margarita Rodríguez-Villalobos1, Jesús Viciana2, Julio César Guedea1, José René Blanco1, Daniel Mayorga-Vega3, |
Key words: Body image, validity, reliability, psychometric properties, athletes, teenagers |
Key Points |
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Participants |
A sample of 930 Mexican adolescents (46.0% females), aged 11-15 years old, voluntarily participated in the present study. According to the schools’ reports, all the adolescents’ families had a middle socioeconomic level. The following inclusion criteria were considered: (1) being free of any disability that would make them unable to fill the questionnaire, (2) presenting the corresponding signed written informed assent by the adolescents, and (3) presenting the corresponding signed written informed consent by their legal guardians. The exclusion criterion was not filling out all the items of the questionnaire. |
Measures |
The trait version of the original PASTAS developed by Reed et al. ( In order to translate and adapt the trait version of the PASTAS questionnaire to Mexican (Spanish), the International Test Commission guidelines were followed (Muñiz et al., |
Procedures |
Data collection was carried out in November 2016. The principals of some public high school centers from the city of La Paz (Baja California Sur, Mexico) chosen by convenience were contacted. They were informed about the project, and permission to conduct the study was requested. After the approval of the schools was obtained, students and their legal guardians were fully informed about the features of the project. For each school center, all the students from a classroom of each grade were invited to participate. Adolescents’ signed written informed assents and their legal guardians’ signed written informed consents were obtained before taking part in the study. Evaluation was carried out by the same experienced researcher strictly following the same protocol during a unique evaluation session. Evaluation sessions were carried out in groups of participants by school classes for approximately 30 minutes. The questionnaires were administered by computers in the school computer rooms under silent conditions. At the beginning of the evaluation session, the researcher provided a complete explanation of how to correctly fill out the questionnaire and how to access the instrument though the application (Blanco et al., |
Statistical analysis |
Descriptive statistics (mean ± standard deviation) of each item were reported. Skewness and kurtosis of each item were first examined to determine if they met the normality assumption. Additionally, multivariate normality was calculated using the Mardia’s multivariate coefficient. Adequate values of normality were considered as follows: skewness < |2|, kurtosis < |7| (Kline, Afterwards, factorial invariance analysis was conducted for sports and non-sports practitioners. According to Abalo’s et al. ( |
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Descriptive analyses, skewness, and kurtosis |
Confirmatory factor analysis for the total sample |
The overall results corresponding to confirmatory factor analysis for the PASTAS-M2 showed an acceptable measurement model (e.g., GFI = 0.913; RMSEA = 0.078; CFI = 0.943) ( The overall results of the confirmatory factor analysis on the second model tested (i.e., PASTAS-M2b), which corresponds to the factorial structure of the previous model without items 2, 4, 8, 9, 11, and 16, showed that this model is better than the PASTAS-M2 and has an optimal goodness of fit (e.g., GFI = 0.978; RMSEA = 0.049; CFI = 0.987) ( |
Confirmatory factor analysis for sports and non-sports practitioners |
The skewness and kurtosis values for all 10 items of the PASTAS-M2b in both the sports and non-sports practitioners indicated that the distribution was normal (i.e., skewness < |1.80| and kurtosis < |3.00|) (data not reported for limitation issues). However, since Mardia’s multivariate coefficient was above 70 for both subsamples, multivariate normality could not be inferred. The overall results of the confirmatory factor analysis on the PASTAS-M2b model showed that this model had an optimal goodness of fit for both sports and non-sports practitioners (e.g., GFI = 0.959/0.970; RMSEA = 0.063/0.053; CFI = 0.980/0.984) ( |
Factorial invariance between sports and non-sports practitioners |
The adjustment indices obtained showed the equivalence of the basic measurement models in the two subsamples, thus allowing to accept the factorial invariance compliance ( |
Factor means comparison between sports and non-sports practitioners |
The results of means comparisons between sports and non-sports practitioners showed that the average of the factor related to the body weight was statistically significantly higher in the non-sports practitioners (0.327, |
Reliability |
The reliability of the factors obtained in the confirmatory factor analyses in both the PASTAS-M2 and PASTAS- M2b models for the total sample was good to excellent ( |
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Contribution to knowledge |
The purpose of the present study was to adapt and validate the PASTAS questionnaire for Mexican adolescents, verifying the factor invariance by sports and non-sports practitioners. The findings of the present study with the PASTAS questionnaire supported the two-factor structure (i.e., factor related to the body weight and factor not related to body weight). The results corresponding to confirmatory factor analysis for the original model of the PASTAS questionnaire showed an acceptable measurement model for the two-factor structure (e.g., GFI = 0.913; RMSEA = 0.078; CFI = 0.943). The two factors of the model explained 65% of the variance, and all the items showed a high loading on their predicted dimensions (i.e., 0.70–0.88). Additionally, the inter-correlations between the two factors were moderate ( The findings of the present study were similar to the original model of the PASTAS questionnaire. Similarly, Reed et al. ( To our knowledge, there is not any adaptation and validation of the PASTAS questionnaire among Spanish-speaking Mexican and/or adolescents’ populations. Nevertheless, Hsien-Jin ( During adolescence, sports participation has been showed to reduce body weight, which, in turn, has been related to both body image (Viciana et al., |
Rationale of analyses adopted |
Confirmatory factor analysis plays an important role within the development and validation of psychometric questionnaires with Likert-type scales such as in the present study (DiStefano and Hess, Since Bayesian confirmatory factor analysis tends to have fewer limitations than the maximum likelihood estimation method (Depaoli and van de Schoot, On the other hand, within large samples with data that are not affected by a high proportion of outliers or missingness as in the present study, frequentist confirmatory factor analysis results are robust (Scheines et al., |
Strengths, limitations and future research directions |
An important strength of the present study is that, as far as we know, it is the first to adapt and validate the PASTAS questionnaire for Mexican-speaking adolescents. Moreover, being the first to adapt and validate the PASTAS questionnaire for both males and females is another strength of the present study. Additionally, to the best of our knowledge, the present study is also the first to verify the factor invariance of the PASTAS questionnaire by sports and non-sports practitioners. Furthermore, besides adapting the questionnaire scale to how Mexican school-aged children receive the qualifications of scholar marks (i.e., from 0 to 10) (Viciana et al., However, the present study also has limitations that ought to be acknowledged. The first limitation is related to the sample. Non-probability technique samples provide lower generalization power than those obtained by probability technique samples. This limits the generalizability of the obtained outcomes to the particular studied population and context. However, because of human and material resource limitations, a probability and larger sample could not be examined. The second limitation comes from the measurement itself, which is based on the self-report instrument; therefore, it may contain biases derived from social desirability. Finally, the third limitation is related to the examined type of validity evidence. Although the construct validity (i.e., factor analysis or structural validity, including the cross-cultural validity) represents the main type of validity evidence that should be examined (always together with a more qualitative validation, that means, the content validity evidence -i.e., face validity evidence-), in order to strengthen the validity evidence of a psychometric questionnaire, using different types of validity evidence is recommended (Baumgartner et al., |
Practical implications |
The present study represents a great contribution to both scientific and professional practice. On the one hand, the findings of this study further support the evidence of the validity of the PASTAS questionnaire in a different setting (i.e., Mexican culture and language) and population (i.e., adolescents, both males and females/ sport and non-sport practitioners). On the other hand, since it is the first adapted and validated PASTAS questionnaire among (Mexican-speaking) adolescents, it allows to measure the adolescents’ anxiety about their physical appearance for different purposes. For instance, one of the purposes is to describe and compare adolescents’ anxiety about their physical appearance in order to detect factors (e.g., individuals’ characteristics) related to a higher probability of having a less favorable level. Moreover, this questionnaire could be used to study adolescents’ anxiety antecedents and consequences that would allow, for example, to empirically examine topic-related hypothesis/ theories or to predict future negative health outcomes. Furthermore, the present version of the PASTAS questionnaire would also allow to diagnose adolescents’ anxiety about their physical appearance, for instance, to place adolescents in an intervention program or to prevent future health problems. Lastly, its other use is to examine and compare the effect of different intervention programs that aim to improve adolescents’ anxiety about their physical appearance or some of its consequence such as eating disorders. These findings would better guide stakeholders about the potential benefits, harms and costs of any intervention and also indicate them what works in each particular setting. |
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The proposed trait version of the PASTAS questionnaire adapted to a Mexican-speaking population shows adequate psychometric properties among Mexican adolescents. The Mexican version of the PASTAS questionnaire supports the original two-factor structure (i.e., factor related to the body weight and factor not related to body weight) among adolescents. Additionally, the factorial invariance analyses support the equivalence of the two-factor structure among both sports and non-sports practitioners. |
ACKNOWLEDGEMENTS |
The present study was supported by the Secretary of Public Education-Subsecretary of Higher Education-Directorate of Academic Improvement-Program for Teacher Professional Development [] (DE-13-6894). The publication fee was supported by the National Council for Science and Technology [, CONACYT, Redes Temáticas] (No. 269614). The experiments comply with the current laws of the country in which they were performed. The authors have no conflict of interest to declare. The datasets generated during and/or analyzed during the current study are not publicly available, but are available from the corresponding author who was an organizer of the study. |
AUTHOR BIOGRAPHY |
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