Examining a multidimensional model of student motivation and engagement using a construct validation approach

Background. This study seeks to examine a multidimensional model of student motivation and engagement using within‐ and between‐network construct validation approaches. Aims. The study tests the first‐ and higher‐order factor structure of the motivation and engagement wheel and its corresponding measurement tool, the Motivation and Engagement Scale – High School (MES‐HS; formerly the Student Motivation and Engagement Scale). Sample. The study draws upon data from 12,237 high school students from 38 Australian high schools. Methods. The hypothesized 11‐factor first‐order structure and the four‐factor higher‐order structure, their relationship with a set of between‐network measures (class participation, enjoyment of school, educational aspirations), factor invariance across gender and year‐level, and the effects of age and gender are examined using confirmatory factor analysis and structural equation modelling. Results. In terms of within‐network validity, (1) the data confirm that the 11‐factor and higher‐order factor models of motivation and engagement are good fitting and (2) multigroup tests showed invariance across gender and year levels. In terms of between‐network validity, (3) correlations with enjoyment of school, class participation and educational aspirations are in the hypothesized directions, and (4) girls reflect a more adaptive pattern of motivation and engagement, and year‐level findings broadly confirm hypotheses that middle high school students seem to reflect a less adaptive pattern of motivation and engagement. Conclusion. The first‐ and higher‐order structures hold direct implications for educational practice and directions for future motivation and engagement research.