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How digital support and digital competence influence digital resilience of college students in an online learning environment

Bibliographic Data

ID15526766
AuthorsFangfang Pan (0000-0002-3091-6795, Huaqiao University), Guangxing Zhu (0009-0002-8028-9440, Huaqiao University, corresponding author)
Year2025
Volume16
Pages1689767-1689767
Publication date2025-10-29
Open AccessYes
TypeARTICLE
VenueFrontiers in Psychiatry (JOURNAL)
Journal identifiersISSN: 1664-0640 • E-ISSN: 1664-0640
PublisherFrontiers Media (PUBLISHER • CH)
DOI10.3389/fpsyt.2025.1689767
PMID41234422
OpenAlexW4415649116
LanguageEN
Citations received2
References cited54

With the deep integration of digital technology and education, online learning has become a primary learning method for college students. However, issues such as information overload, technological risks, and a lack of presence frequently arise, intensifying the information cocoon phenomenon, which exposes students to more uncertainties and challenges in learning process, making it urgent for them to possess digital resilience to cope effectively. The study conducted a questionnaire survey among 4894 college students from China to explore the impact mechanism of digital support and digital competence on digital resilience. SPSS 27.0 and Amos 27.0 were used to perform reliability, validity and discriminant validity tests, descriptive statistics, and structural equation modeling. Meanwhile, Mplus 8.0 was applied for multiple-indicator and multiple-cause analysis. The research results indicate that both digital support and digital competence significantly influence digital resilience. Meanwhile, interpersonal interaction, including social and academic interactions, act as mediators between digital support, digital competence and digital resilience. Furthermore, the impact of digital competence on interpersonal interaction and digital resilience is considerably higher than that of digital support. The results of multiple-indicator and multiple-cause indicate that after adding covariates, the action paths and directions between the variables remain unchanged, with only slight changes in coefficients. It proves that the model constructed has good robustness. The study reveals the formation mechanism of college students' digital resilience in the online learning environment. It also provides empirical evidence and practical paths for enhancing students' technical adaptability, risk response ability and continuous learning ability in the digital environment

Competence (human resources · Computer-assisted web interviewing · Digital Learning · Interpersonal communication · Psychological resilience · Social competence · Structural equation modeling · Impact of Technology on Adolescents · Resilience and Mental Health · Technostress in Professional Settings

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  • Scaling Procedures

    Richard G Netemeyer, Richard Netemeyer et al.•Scaling Procedures•2003

  • Measuring student engagement in technology-mediated learning

    Open Access•Curtis R Henrie, Lisa R Halverson et al.•Computers & Education•2015

  • Interaction, Internet self-efficacy, and self-regulated learning as predictors of student satisfaction in online education courses

    Yu-Chun Kuo, Andrew Walker et al.•The Internet and Higher Education•2014

  • Attitude, digital literacy and self efficacy

    Open Access•Daniel D Prior, Jason Mazanov et al.•The Internet and Higher Education•2016

  • Can we teach digital natives digital literacy?

    Open Access•Wan Ng•Computers & Education•2012

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    Open Access•Jörg Henseler, Christian M Ringle et al.•Journal of the Academy of…•2015

  • The Influence of Culture, Community, and the Nested‐Self in the Stress Process

    Open Access•Stevan E Hobfoll•Applied Psychology•2001

  • Getting to the “COR”

    Open Access•Jonathon Halbesleben, Jonathon R B Halbesleben et al.•Journal of Management•2014

  • Impact of living arrangements and internet use on the mental health of Chinese older adults

    Open Access•Ruyu Zhong, Wenwen Ning•Frontiers in Public Health•2024

  • Digital Learning and Digital Institution in Higher Education

    Open Access•Mamdouh Alenezi•Education Sciences•2023

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    Open Access•Thomas K F Chiu•Computers in Human Behavior•2021

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    Stevan E Hobfoll, Jonathon Halbesleben et al.•Annual Review of Organizational…•2017

  • Resilience for Undergraduate Students

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  • Processes and Manifestations of Digital Resilience

    Open Access•Shelley Craig, Ashley S Brooks et al.•Journal of Adolescent Research•2023

  • Conservation of resources

    Stevan E Hobfoll•American Psychologist•1989

  • Digital Access, Resources, and Literacy

    Open Access•A Aziz, Tareq Hossain•Asiascape Digital Asia•2024

Citations per year2
Citation span2026 - 2026 (1)
Highly citedNo

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