Exploring the Interplay Between Equity Groups, Mental Health and Perceived Employability Amongst Students at a Public Australian University.

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Title: Exploring the Interplay Between Equity Groups, Mental Health and Perceived Employability Amongst Students at a Public Australian University.
Authors: Gill, Chelsea1 (AUTHOR) chgill@bond.edu.au, Todd, James1 (AUTHOR), Bennett, Dawn1 (AUTHOR), Gepp, Adrian1,2 (AUTHOR)
Source: Research in Higher Education. Sep2024, Vol. 65 Issue 6, p1316-1339. 24p.
Subject Terms: *English as a foreign language, *Students with disabilities, *Employability, Sentiment analysis, Mental health, Well-being
Abstract: This article explores the interplay between perceived employability (PE), mental health, and equity group membership amongst students at a large public urban university in Australia. The article reports from a study conducted between 2017 and 2022, during which students self-assessed their PE. Differences in PE by equity group membership were assessed using responses to structured fields in the questionnaire (n = 24,329). Custom measures were constructed using student responses to open-ended fields to proxy student wellbeing based on sentiment analysis and mention of mental health or synonymous terms (n = 12,819). Analyses included two-way tests of differences between groups and multivariate analyses considering the effect of equity group membership and mental health concerns on employability beliefs. Results indicate that students with a disability, with English as a second language, or with wellbeing concerns report lower perceived employability. Of all the PE dimensions, academic self-efficacy is most consistently affected by equity group membership and wellbeing concerns. Further, wellbeing concerns are more prevalent for students with disabilities. The findings strengthen support for policy and institutional initiatives focusing on student wellbeing in general but also specifically for equity groups that are already associated with poorer employability beliefs. In particular, students with disabilities appear to have poorer self-esteem and academic self-efficacy and are more likely to have mental health concerns. [ABSTRACT FROM AUTHOR]
Copyright of Research in Higher Education is the property of Springer Nature and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
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  Data: Exploring the Interplay Between Equity Groups, Mental Health and Perceived Employability Amongst Students at a Public Australian University.
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  Data: <searchLink fieldCode="JN" term="%22Research+in+Higher+Education%22">Research in Higher Education</searchLink>. Sep2024, Vol. 65 Issue 6, p1316-1339. 24p.
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  Data: *<searchLink fieldCode="DE" term="%22English+as+a+foreign+language%22">English as a foreign language</searchLink><br />*<searchLink fieldCode="DE" term="%22Students+with+disabilities%22">Students with disabilities</searchLink><br />*<searchLink fieldCode="DE" term="%22Employability%22">Employability</searchLink><br /><searchLink fieldCode="DE" term="%22Sentiment+analysis%22">Sentiment analysis</searchLink><br /><searchLink fieldCode="DE" term="%22Mental+health%22">Mental health</searchLink><br /><searchLink fieldCode="DE" term="%22Well-being%22">Well-being</searchLink>
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  Data: This article explores the interplay between perceived employability (PE), mental health, and equity group membership amongst students at a large public urban university in Australia. The article reports from a study conducted between 2017 and 2022, during which students self-assessed their PE. Differences in PE by equity group membership were assessed using responses to structured fields in the questionnaire (n = 24,329). Custom measures were constructed using student responses to open-ended fields to proxy student wellbeing based on sentiment analysis and mention of mental health or synonymous terms (n = 12,819). Analyses included two-way tests of differences between groups and multivariate analyses considering the effect of equity group membership and mental health concerns on employability beliefs. Results indicate that students with a disability, with English as a second language, or with wellbeing concerns report lower perceived employability. Of all the PE dimensions, academic self-efficacy is most consistently affected by equity group membership and wellbeing concerns. Further, wellbeing concerns are more prevalent for students with disabilities. The findings strengthen support for policy and institutional initiatives focusing on student wellbeing in general but also specifically for equity groups that are already associated with poorer employability beliefs. In particular, students with disabilities appear to have poorer self-esteem and academic self-efficacy and are more likely to have mental health concerns. [ABSTRACT FROM AUTHOR]
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  Data: <i>Copyright of Research in Higher Education is the property of Springer Nature and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract.</i> (Copyright applies to all Abstracts.)
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        Value: 10.1007/s11162-024-09778-7
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              M: 09
              Text: Sep2024
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