Department of Physical Education
The aims of this study were to assess the cross-cultural invariance of athletes' self-reports of mental toughness and to introduce and illustrate the application of approximate measurement invariance using Bayesian estimation for sport and exercise psychology scholars. Athletes from Australia (n = 353, Mage = 19.13, SD = 3.27, men = 161), China (n = 254, Mage = 17.82, SD = 2.28, men = 138), and Malaysia (n = 341, Mage = 19.13, SD = 3.27, men = 200) provided a cross-sectional snapshot of their mental toughness. The cross-cultural invariance of the mental toughness inventory in terms of (a) the factor structure (configural invariance), (b) factor loadings (metric invariance), and (c) item intercepts (scalar invariance) was tested using an approximate measurement framework with Bayesian estimation. Results indicated that approximate metric and scalar invariance was established. From a methodological standpoint, this study demonstrated the usefulness and flexibility of Bayesian estimation for single-sample and multigroup analyses of measurement instruments. Substantively, the current findings suggest that the measurement of mental toughness requires cultural adjustments to better capture the contextually salient (emic) aspects of this concept.
Approximate measurement invariance, Bayesian, Cross-cultural psychology, Cultural sport psychology, Mentally tough
Source Publication Title
Journal of Sport and Exercise Psychology
© 2016 Human Kinetics, Inc.
Daniel Gucciardi is supported by a Curtin Research Fellowship. Data collection in Malaysia was supported by a grant from Institut Sukan Negara (ISNRG 01-2014-07-2014).
Link to Publisher's Edition
Gucciardi, Daniel F., Chun-Qing Zhang, Vellapandian Ponnusamy, Gangyan Si, and Andreas Stenling. "Cross-cultural invariance of the mental toughness inventory among Australian, Chinese, and Malaysian athletes: A Bayesian estimation approach." Journal of Sport and Exercise Psychology 38.2 (2016): 187-202.