Cited by 235Bullying, Victimization, and AggressionPsychometric Methodologies and TestingWorkplace Violence and Bullying

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Construct validity of the multidimensional structure of bullying and victimization: An application of exploratory structural equation modeling.

Marsh, Herbert W., Nagengast, Benjamin, Morin, Alexandre J. S., Parada, Roberto H., Craven, Rhonda G., Hamilton, Linda R.·2011·Journal of Educational Psychology

DOI 10.1037/a0024122

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Abstract

Existing research posits multiple dimensions of bullying and victimization but has not identified well-differentiated facets of these constructs that meet standards of good measurement: goodness of fit, measurement invariance, lack of differential item functioning, and well-differentiated factors that are not so highly correlated as to detract from their discriminant validity and substantive usefulness in school settings. Here we demonstrate exploratory structural equation modeling, an integration of confirmatory factor analysis and exploratory factor analysis. On the basis of responses to the 6-factor Adolescent Peer Relations Instrument (verbal, social, physical facets of bullying and victimization), we tested invariance of factor loadings, factor variances–covariances, item uniquenesses, item intercepts (a lack of differential item functioning), and latent means across gender, year in school, and time. Using a combination of relations with student characteristics and a multitrait–multimethod analysis, we showed that the 6 bully/victim factors have discriminant validity over time and in relation to gender, year in school, and relevant psychosocial correlates (e.g., depression, 11 components of academic and nonacademic self-concept, locus of control, attitudes toward bullies and victims). However, bullies and victims are similar in many ways, and longitudinal panel models of the positive correlations between bully and victim factors suggest reciprocal effects such that each is a cause and an effect of the other.

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Authors: Marsh, H. W., Nagengast, B., Morin, A. J. S., Parada, R. H., Craven, R. G., & Hamilton, L. R.
Affiliations: University of Oxford (GB)
Université de Sherbrooke (CA)
Western Sydney University (AU)
ORCID: Marsh, Herbert W.
Nagengast, Benjamin
Morin, Alexandre J. S.
Parada, Roberto H.
Craven, Rhonda G.
Venue: Journal of Educational Psychology
Publisher: American Psychological Association (APA)
Published: 2011-08
Volume: 103
Issue: 3
Pages: 701-732
ISSN: 0022-0663 (ISSN-L)
1939-2176
DOI: 10.1037/a0024122
OpenAlex: W2004582047
Cited by: 232
References: 94
Citations by year: 2026: 11 · 2025: 19 · 2024: 9 · 2023: 8 · 2022: 15 · 2021: 20 · 2020: 15 · 2019: 22 · 2018: 16 · 2017: 18 · 2016: 19 · 2015: 24 · 2014: 17 · 2013: 9 · 2012: 9
FWCI: 15.63
Type: journal article
Language: en
Open access: closed
Locations: Journal of Educational Psychology (publishedVersion)
Research Bank (Australian Catholic University) (submittedVersion)
ResearchOnline@ND (The University of Notre Dame) (submittedVersion)
Funders: Australian Research Council
Topics: Social Sciences › Psychology › Social Psychology › Bullying, Victimization, and Aggression
Social Sciences › Decision Sciences › Management Science and Operations Research › Psychometric Methodologies and Testing
Social Sciences › Business, Management and Accounting › Organizational Behavior and Human Resource Management › Workplace Violence and Bullying
Keywords: bullying, victimization, construct validity, multidimensional measurement, measurement invariance, differential item functioning, discriminant validity, reciprocal effects, self-concept, locus of control, depression, school students

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Construct validity of the multidimensional structure of bullying and victimization: An application of exploratory structural equation modeling.

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