Psychometric evaluation of Schwarzer & Jerusalem's General Self-Efficacy Scale among Indian adolescents: A factor analysis and multidimensional item response theory approach
Author(s) / Creator(s)
Das, Sumit Kumar
Philip, Mariamma
Sudhir, Paulomi M.
VS, Binu
Abstract / Description
Introduction: The General Self-Efficacy (GSE) scale developed by Schwarzer and Jerusalem has been found in previous studies to be both unidimensional and multidimensional constructs. Objective: This study applied factor analysis (FA) and multidimensional item response theory (MIRT) techniques to evaluate the GSE scale’s factor structure in Indian adolescents. Method: The data for this study was taken from the latest round of the Young Lives Survey (YLS) conducted in the Indian states of Andhra Pradesh and Telangana in 2016. The GSE scale’s dimensionality was confirmed with factor analysis, and item parameters were estimated using the graded response model in the MIRT approach. Sex-wise measurement of invariance was also checked using the factor analysis approach. Results: The value of Cronbach’s alpha was 0.75, demonstrating a fairly good internal consistency. Both FA and MIRT indicated the presence of two dimensions of the GSE scale. Items 2, 4, 5, 7, 8, 9, and 10 were associated with one-dimension named ‘general self-efficacy’, while Items 1, 3, and 6 were highly loaded with another dimension named ‘task-specific self-efficacy’. The statistics obtained from MIRT showed that this scale is useful for studies involving subjects with lower levels of self-efficacy. Slight modifications to items 2 and 3 may be made before using them in an Indian context.
Keyword(s)
exploratory factor analysis confirmatory factor analysis multidimensional item response theory Schwarzer & Jerusalem’s General Self-Efficacy scale Indian adolescentsPersistent Identifier
Date of first publication
2024-11-14
Journal title
Measurement Instruments for the Social Sciences
Volume
6
Article number
Article e13651
Publisher
PsychOpen GOLD
Publication status
publishedVersion
Review status
peerReviewed
Is version of
Citation
Das, S. K., Philip, M., Sudhir, P. M., & VS, B. (2024). Psychometric evaluation of Schwarzer & Jerusalem's General Self-Efficacy Scale among Indian adolescents: A factor analysis and multidimensional item response theory approach. Measurement Instruments for the Social Sciences, 6, Article e13651. https://doi.org/10.5964/miss.13651
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miss.v6.13651.pdfAdobe PDF - 1.55MBMD5: 582d738f290c1986aceaae8f17b32265
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Author(s) / Creator(s)Das, Sumit Kumar
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Author(s) / Creator(s)Philip, Mariamma
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Author(s) / Creator(s)Sudhir, Paulomi M.
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Author(s) / Creator(s)VS, Binu
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PsychArchives acquisition timestamp2024-12-30T10:13:10Z
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Made available on2024-12-30T10:13:10Z
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Date of first publication2024-11-14
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Abstract / DescriptionIntroduction: The General Self-Efficacy (GSE) scale developed by Schwarzer and Jerusalem has been found in previous studies to be both unidimensional and multidimensional constructs. Objective: This study applied factor analysis (FA) and multidimensional item response theory (MIRT) techniques to evaluate the GSE scale’s factor structure in Indian adolescents. Method: The data for this study was taken from the latest round of the Young Lives Survey (YLS) conducted in the Indian states of Andhra Pradesh and Telangana in 2016. The GSE scale’s dimensionality was confirmed with factor analysis, and item parameters were estimated using the graded response model in the MIRT approach. Sex-wise measurement of invariance was also checked using the factor analysis approach. Results: The value of Cronbach’s alpha was 0.75, demonstrating a fairly good internal consistency. Both FA and MIRT indicated the presence of two dimensions of the GSE scale. Items 2, 4, 5, 7, 8, 9, and 10 were associated with one-dimension named ‘general self-efficacy’, while Items 1, 3, and 6 were highly loaded with another dimension named ‘task-specific self-efficacy’. The statistics obtained from MIRT showed that this scale is useful for studies involving subjects with lower levels of self-efficacy. Slight modifications to items 2 and 3 may be made before using them in an Indian context.en_US
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Publication statuspublishedVersion
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Review statuspeerReviewed
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CitationDas, S. K., Philip, M., Sudhir, P. M., & VS, B. (2024). Psychometric evaluation of Schwarzer & Jerusalem's General Self-Efficacy Scale among Indian adolescents: A factor analysis and multidimensional item response theory approach. Measurement Instruments for the Social Sciences, 6, Article e13651. https://doi.org/10.5964/miss.13651
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ISSN2523-8930
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Persistent Identifierhttps://hdl.handle.net/20.500.12034/11323
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Persistent Identifierhttps://doi.org/10.23668/psycharchives.15903
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Language of contenteng
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PublisherPsychOpen GOLD
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Is version ofhttps://doi.org/10.5964/miss.13651
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Is related tohttps://doi.org/10.23668/psycharchives.15559
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Keyword(s)exploratory factor analysisen_US
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Keyword(s)confirmatory factor analysisen_US
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Keyword(s)multidimensional item response theoryen_US
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Keyword(s)Schwarzer & Jerusalem’s General Self-Efficacy scaleen_US
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Keyword(s)Indian adolescentsen_US
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Dewey Decimal Classification number(s)150
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TitlePsychometric evaluation of Schwarzer & Jerusalem's General Self-Efficacy Scale among Indian adolescents: A factor analysis and multidimensional item response theory approachen_US
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DRO typearticle
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Article numberArticle e13651
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Journal titleMeasurement Instruments for the Social Sciences
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Volume6
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Visible tag(s)Version of Record