Social ties, mental well-being and academic self-regulation. Exploring effects through Structural Equation Modeling.

Социальные связи, психическое благополучие и академическая саморегуляция: исследование эффектов с помощью структурного моделирования
Jorge A. Baier, Gabriel Astudillo, Isabel Hilliger, Sofía Olmedo Saavedra
2024-02-07

academic self-regulationmental well-beingsense of belongingsocial tiesstructural equation modeling (SEM)
A long tradition of studies in both psychology and sociology has shown that social ties have positive effects on mental well-being of both the population in general and in educational contexts in particular. Specifically, researchers argue that mental well-being is systematically related to students' academic self-regulation. However, it is not clear how these three constructs are related, and what direct and indirect effects may exist from social ties to academic selfregulation. In the context of engineering education, this question is especially relevant because the literature has documented gaps in the formation of ties of minority social groups -such as women or ethnic groups-which could have effects on their mental well-being and their academic self-regulation. This work proposes a theoretical model in which the sense of belonging and sense of mattering have effects on mental well-being, while mental well-being has effects on students' academic self-regulation. This theoretical model was tested by using structural equation modeling, with data from an online survey applied to 1,872 engineering undergraduate students during the first semester of 2022. The main fit indicators of the model with the empirical data satisfactorily meet the cut-off criteria established (RMSEA=0.041; SRMR=0.038; CFI=0.998; TLI=0.998). The central effects proposed in the resulting theoretical model are statistically significant, both from the sense of belonging and mattering towards mental well-being, and from it towards academic self-regulation. This implies that there is an indirect effect from the sense of belonging towards academic self-regulation.
1
A theoretical model positing that sense of belonging and sense of mattering affect mental well-being, which in turn affects academic self-regulation, was proposed and tested.
2
Mental well-being has a statistically significant positive effect on students' academic self-regulation.
3
Sense of belonging has a statistically significant positive effect on students' mental well-being.
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Sense of mattering has a statistically significant positive effect on students' mental well-being.
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Structural equation modeling on 1,872 engineering undergraduates produced excellent fit indices (RMSEA=0.041; SRMR=0.038; CFI=0.998; TLI=0.998).
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There is a statistically significant indirect effect from sense of belonging to academic self-regulation mediated by mental well-being.

Engineering undergraduate students' social ties, mental well-being, and academic self-regulation (as measured in an online survey of 1,872 students)

The effects and relationships among sense of belonging and sense of mattering (social ties) on mental well-being, and the effect of mental well-being on students' academic self-regulation, including direct and indirect pathways tested via structural equation modeling

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2024-02-07
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Jorge A. Baier
Gabriel Astudillo
Isabel Hilliger
Sofía Olmedo Saavedra
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