Confirmatory Factor Analyses and tests of factorial invariance on the SMOSA

Katrina B. Simpson, Margaret H. (Margaret Helen) Vickers, Herbert W. Marsh

    Research output: Chapter in Book / Conference PaperConference Paper

    Abstract

    The SMOSA (Self Motivational Orientations Scale for Adolescents) is a newly developed measure assessing adolescent motivation that incorporates both motivational goals and self-perceptions. The a-priori factor structure consisted of twelve factors; eight motivational goals and four self-perceptions. The psychometric qualities of the SMOSA underwent systematic evaluation through both Confirmatory Factor Analyses on the a-priori factor structure and tests of factorial invariance. Invariance tests evaluated whether factor loadings, factor covariances and the factor structure of the SMOSA supported the a-priori model on the responses of adolescents to the SMOSA across grades (7, 8 and 9) and gender. Using a sample of grade 7 (725), grade 8 (688), grade 9 (718) and males (1034) and females (1097) were used in four stages of progressive constraint to test the a priori factor structure. The results of this research support the newly developed SMOSA's generalisability and psychometric soundness with the cross-validation of responses for males and females and also across the three grades on this adolescent population.
    Original languageEnglish
    Title of host publicationAustralian Association for Research in Education 2005 conference papers
    PublisherAustralian Association for Research in Education
    Number of pages1
    Publication statusPublished - 2005
    EventAustralian Association for Research in Education. Conference -
    Duration: 2 Dec 2012 → …

    Publication series

    Name
    ISSN (Print)1324-9339

    Conference

    ConferenceAustralian Association for Research in Education. Conference
    Period2/12/12 → …

    Keywords

    • motivation in education
    • teenagers
    • attitudes
    • self-perception
    • high school students
    • educational psychology

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