AUTHOR=Ding Chenchen , Fulmer Gavin , Hoffman Lesa , Hand Brian , Suh Jee K. TITLE=The dimensionality of the epistemic orientation survey and longitudinal measurement invariance for the short form of EOS (EOS-SF) JOURNAL=Frontiers in Education VOLUME=Volume 8 - 2023 YEAR=2023 URL=https://www.frontiersin.org/journals/education/articles/10.3389/feduc.2023.1239751 DOI=10.3389/feduc.2023.1239751 ISSN=2504-284X ABSTRACT=The dimensionality of the epistemic orientation survey (EOS) was examined across four occasions with item factor analysis (IFA). Because of an emphasis on the knowledge generation of epistemic orientation (EO), four factors were selected and built into a short form of EOS (EOS-SF). To track the stability of the factor structure for each factor of EOS-SF, longitudinal invariance models were conducted. Evidence for the longitudinal invariance was obtained. Researchers can choose certain factors of EOS to shape a new instrument for research purposes.