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Title: The study demands and resources scale : psychometric properties, longitudinal invariance, and criterion validity
Authors: Van Zyl, LE
Shankland, R
Klibert, J
Verger, NB
Rothmann, S
Cho, V 
Feng, K 
See-To, EWK
Roll, LC
Ghosh, A
van der Meij, L
Arijs, D
Cole, ML
Stavros, JM
Hulshof, IL
Di Blasi, Z
De Beer, LT
Issue Date: 2024
Source: Frontiers in education, 2024, v. 9, 1409099
Abstract: The Study Demands and Resources Scale (SDRS) has shown promise as a valid and reliable measure for measuring students’ specific study demands and -resources. However, there is no evidence as to its psychometric properties outside of the original context in which it was developed. This study aimed to assess the psychometric properties of the SDRS in a cross-national student population through examining its longitudinal factorial validity, internal consistency, and temporal invariance as well as criterion validity through its association with study engagement and task performance over time. Results showed that a Bifactor Exploratory Structural Equation Model (ESEM) with one general factor (overall study characteristics) and five specific factors (workload, growth opportunities, lecturer support, peer support, information availability) fitted the data, showed strong measurement invariance over time, and was reliable at different time points. The study further established criterion validity for the overall study characteristics factor through its concurrent and predictive associations with study engagement and task performance. However, the specific factors’ concurrent and predictive capacity could only partially be established when controlling for the general study characteristics factor. These findings suggest that study characteristics should be measured as a dynamic interaction between study demands and resources, rather than a hierarchical model.
Keywords: Exploratory structural equation modelling
Longitudinal invariance and criterion validity study demands
Psychometric properties
Study resources
University students
Publisher: Frontiers Research Foundation
Journal: Frontiers in education 
EISSN: 2504-284X
DOI: 10.3389/feduc.2024.1409099
Rights: © 2024 van Zyl, Shankland, Klibert, Verger, Rothmann, Cho, Feng, See-To, Roll, Ghosh, van der Meij, Arijs, Cole, Stavros, Hulshof, Di Blasi and De Beer. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY) (http://creativecommons.org/licenses/by/4.0/). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
The following publication van Zyl LE, Shankland R, Klibert J, Verger NB, Rothmann S, Cho V, Feng K, See-To EWK, Roll LC, Ghosh A, van der Meij L, Arijs D, Cole ML, Stavros JM, Hulshof IL, Di Blasi Z and De Beer LT (2024) The study demands and resources scale: psychometric properties, longitudinal invariance, and criterion validity. Front. Educ. 9:1409099 is available at https://doi.org/10.3389/feduc.2024.1409099.
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