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Knowledge Resource

Research Summary: Helpful or harmful? generative AI dependence, self-reported critical thinking disposition, and self-perceived employability among business students

Original authors
Attribution requires verification
Original source
Frontiers in Education
Summary & Analysis prepared by
Aziz Shuaib Ausi
Resource type
Research Summary / Knowledge Resource
Resource published on AZIZ OS
17 September 2026
Reading time
1 min
Publication type
Knowledge Resource
Availability
Open access
About this Summary & Analysis

AZIZ OS provides independently prepared summaries and analytical interpretations of externally published research and knowledge sources. The underlying works remain attributable to their original authors and rights holders. This resource is intended to improve accessibility and understanding and does not replace the original publication.

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Research among Omani business students indicates that increased use of Generative AI (GenAI) is positively associated with GenAI dependence, which in turn negatively impacts self-reported critical thinking disposition. This suggests a potential trade-off between convenience and the development of essential cognitive skills, highlighting risks related to over-reliance and reduced independent engagement with learning materials.

Why it matters

This study is strategically important because it identifies a potential adverse effect of Generative AI adoption on critical thinking skills, a fundamental requirement for professional development and effective decision-making. Understanding this dynamic is crucial for organizations and educational institutions planning future technology integration and talent development strategies.

Key insights

  • GenAI use is positively associated with GenAI dependence.
  • GenAI dependence is negatively associated with self-reported critical thinking disposition.
  • The study leverages cognitive load theory, cognitive offloading, and habit formation to frame its analysis.
  • Data was collected from 412 undergraduate business students in Oman via a cross-sectional survey.
  • Partial least squares structural equation modelling was used for analysis, with covariance-based SEM for robustness.

Source

Frontiers in Education — https://www.frontiersin.org/articles/10.3389/feduc.2026.1885990

Citation

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Verification

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Verification ID
ASA-EXE-2026-00651
Version
v1.0 · r0
Issued
17 September 2026
Resource prepared by
Aziz Shuaib Ausi
Resource status
Research Summary / Knowledge Resource
Underlying work
Helpful or harmful? generative AI dependence, self-reported critical thinking disposition, and self-perceived employability among business students
Original authors
Attribution requires verification
Original source
Frontiers in Education
Provenance status
Attribution requires verification
Rights
Underlying publication rights remain with the respective copyright holder(s). Refer to the original source for authoritative publication and licensing information.

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