The Effects of Technostress, Intolerance of Uncertainty, and ICT Competence on Learning Burnout during COVID-19: A Moderated Mediation Examination

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Title: The Effects of Technostress, Intolerance of Uncertainty, and ICT Competence on Learning Burnout during COVID-19: A Moderated Mediation Examination
Language: English
Authors: Guoqing Zhao (ORCID 0000-0003-4352-5432), Rongchi Zhao (ORCID 0000-0001-5841-6568), Xiaomei Yan (ORCID 0000-0002-9035-8203), Simone C. O. Conceição (ORCID 0000-0001-6485-1080), Zhuo Cheng, Qingqing Peng
Source: Asia Pacific Journal of Education. 2024 44(2):408-426.
Availability: Routledge. Available from: Taylor & Francis, Ltd. 530 Walnut Street Suite 850, Philadelphia, PA 19106. Tel: 800-354-1420; Tel: 215-625-8900; Fax: 215-207-0050; Web site: http://www.tandf.co.uk/journals
Peer Reviewed: Y
Page Count: 19
Publication Date: 2024
Document Type: Journal Articles
Reports - Research
Education Level: Higher Education
Postsecondary Education
Descriptors: COVID-19, Pandemics, Electronic Learning, College Students, Online Courses, Stress Variables, Burnout, Distance Education, Student Attitudes, Gender Differences, Technological Literacy, Student Responsibility, Foreign Countries
Geographic Terms: China
Assessment and Survey Identifiers: Maslach Burnout Inventory
DOI: 10.1080/02188791.2022.2071835
ISSN: 0218-8791
1742-6855
Abstract: During global COVID-19 outbreak, universities in many countries were closed, and students experienced the exclusive online learning as never before. This study aimed to examine the mediating role of Intolerance of Uncertainty (IU) in the effects of university students' "technostress" caused by remote learning on three dimensions of "learning burnout," namely "emotional exhaustion, cynicism," and "academic inefficacy," and possible moderating role of "gender, ICT competence," and "course load" in the indirect effects of university students' "technostress" on their "learning burnout" mediated by IU. Altogether 801 Chinese students from 72 universities voluntarily participated in this study by filling out an online questionnaire consisting of Technostress Survey, Maslach Burnout Inventory-Student Survey, and Intolerance of Uncertainty Scale-12. The participants reported relatively low "technostress, learning burnout" with a moderate level of IU during online learning. Structural equation modelling showed that: 1) "technostress" positively predicted IU, "emotional exhaustion," and "academic inefficacy;" 2) IU partially mediated the effects of "technostress" on "emotional exhaustion, cynicism," and "academic inefficacy." 3) "ICT competence" moderated the indirect effects of "technostress" on "emotional exhaustion" via IU while moderating effects of "gender" and "course load" were not found.
Abstractor: As Provided
Entry Date: 2024
Accession Number: EJ1425522
Database: ERIC
FullText Text:
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  Data: The Effects of Technostress, Intolerance of Uncertainty, and ICT Competence on Learning Burnout during COVID-19: A Moderated Mediation Examination
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  Data: English
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  Data: <searchLink fieldCode="AR" term="%22Guoqing+Zhao%22">Guoqing Zhao</searchLink> (ORCID <externalLink term="https://orcid.org/0000-0003-4352-5432">0000-0003-4352-5432</externalLink>)<br /><searchLink fieldCode="AR" term="%22Rongchi+Zhao%22">Rongchi Zhao</searchLink> (ORCID <externalLink term="https://orcid.org/0000-0001-5841-6568">0000-0001-5841-6568</externalLink>)<br /><searchLink fieldCode="AR" term="%22Xiaomei+Yan%22">Xiaomei Yan</searchLink> (ORCID <externalLink term="https://orcid.org/0000-0002-9035-8203">0000-0002-9035-8203</externalLink>)<br /><searchLink fieldCode="AR" term="%22Simone+C%2E+O%2E+Conceição%22">Simone C. O. Conceição</searchLink> (ORCID <externalLink term="https://orcid.org/0000-0001-6485-1080">0000-0001-6485-1080</externalLink>)<br /><searchLink fieldCode="AR" term="%22Zhuo+Cheng%22">Zhuo Cheng</searchLink><br /><searchLink fieldCode="AR" term="%22Qingqing+Peng%22">Qingqing Peng</searchLink>
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  Data: <searchLink fieldCode="SO" term="%22Asia+Pacific+Journal+of+Education%22"><i>Asia Pacific Journal of Education</i></searchLink>. 2024 44(2):408-426.
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  Data: Routledge. Available from: Taylor & Francis, Ltd. 530 Walnut Street Suite 850, Philadelphia, PA 19106. Tel: 800-354-1420; Tel: 215-625-8900; Fax: 215-207-0050; Web site: http://www.tandf.co.uk/journals
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  Data: Y
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  Data: 19
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  Data: 2024
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  Data: Journal Articles<br />Reports - Research
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  Data: <searchLink fieldCode="EL" term="%22Higher+Education%22">Higher Education</searchLink><br /><searchLink fieldCode="EL" term="%22Postsecondary+Education%22">Postsecondary Education</searchLink>
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  Label: Descriptors
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  Data: <searchLink fieldCode="DE" term="%22COVID-19%22">COVID-19</searchLink><br /><searchLink fieldCode="DE" term="%22Pandemics%22">Pandemics</searchLink><br /><searchLink fieldCode="DE" term="%22Electronic+Learning%22">Electronic Learning</searchLink><br /><searchLink fieldCode="DE" term="%22College+Students%22">College Students</searchLink><br /><searchLink fieldCode="DE" term="%22Online+Courses%22">Online Courses</searchLink><br /><searchLink fieldCode="DE" term="%22Stress+Variables%22">Stress Variables</searchLink><br /><searchLink fieldCode="DE" term="%22Burnout%22">Burnout</searchLink><br /><searchLink fieldCode="DE" term="%22Distance+Education%22">Distance Education</searchLink><br /><searchLink fieldCode="DE" term="%22Student+Attitudes%22">Student Attitudes</searchLink><br /><searchLink fieldCode="DE" term="%22Gender+Differences%22">Gender Differences</searchLink><br /><searchLink fieldCode="DE" term="%22Technological+Literacy%22">Technological Literacy</searchLink><br /><searchLink fieldCode="DE" term="%22Student+Responsibility%22">Student Responsibility</searchLink><br /><searchLink fieldCode="DE" term="%22Foreign+Countries%22">Foreign Countries</searchLink>
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  Data: <searchLink fieldCode="DE" term="%22China%22">China</searchLink>
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  Label: Assessment and Survey Identifiers
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  Data: <searchLink fieldCode="SU" term="%22Maslach+Burnout+Inventory%22">Maslach Burnout Inventory</searchLink>
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  Data: 10.1080/02188791.2022.2071835
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  Data: 0218-8791<br />1742-6855
– Name: Abstract
  Label: Abstract
  Group: Ab
  Data: During global COVID-19 outbreak, universities in many countries were closed, and students experienced the exclusive online learning as never before. This study aimed to examine the mediating role of Intolerance of Uncertainty (IU) in the effects of university students' "technostress" caused by remote learning on three dimensions of "learning burnout," namely "emotional exhaustion, cynicism," and "academic inefficacy," and possible moderating role of "gender, ICT competence," and "course load" in the indirect effects of university students' "technostress" on their "learning burnout" mediated by IU. Altogether 801 Chinese students from 72 universities voluntarily participated in this study by filling out an online questionnaire consisting of Technostress Survey, Maslach Burnout Inventory-Student Survey, and Intolerance of Uncertainty Scale-12. The participants reported relatively low "technostress, learning burnout" with a moderate level of IU during online learning. Structural equation modelling showed that: 1) "technostress" positively predicted IU, "emotional exhaustion," and "academic inefficacy;" 2) IU partially mediated the effects of "technostress" on "emotional exhaustion, cynicism," and "academic inefficacy." 3) "ICT competence" moderated the indirect effects of "technostress" on "emotional exhaustion" via IU while moderating effects of "gender" and "course load" were not found.
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  Data: 2024
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        Value: 10.1080/02188791.2022.2071835
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      – Text: English
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        PageCount: 19
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      – SubjectFull: COVID-19
        Type: general
      – SubjectFull: Pandemics
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      – SubjectFull: Electronic Learning
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