title: Examining a multidimensional model of student motivation and engagement using a construct validation approach.
abstract: BACKGROUND
  This study seeks to examine a multidimensional model of student motivation and engagement using within- and between-network construct validation approaches.
  
  
  OBJECTIVE
  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).
  
  
  METHODS
  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.
  
  
  CONCLUSIONS
  The first- and higher-order structures hold direct implications for educational practice and directions for future motivation and engagement research.
authors.affiliation: University of Western Sydney, Australia. a.martin@edfac.usyd.edu.au
authors.forename: Andrew J
authors.initials: AJ
authors.lastname: Martin
mesh_terms: D000223:Adaptation, Psychological; D000293:Adolescent; D001290:Attitude; D002648:Child; D003071:Cognition; D005163:Factor Analysis, Statistical; D005260:Female; D006801:Humans; D008297:Male; D009042:Motivation; D015203:Reproducibility of Results; D012649:Self Concept; D013334:Students / Q000523:psychology*; D011795:Surveys and Questionnaires; D014495:Universities