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.
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
Related intelligence and resources
Previous
When Basic Needs Go on Credit
Next
Generative artificial intelligence in university chemistry education: a critical review using Johnstone's chemistry triplet and Biggs' 3P model
How to connect AI usage to business value
Knowledge Resource
Helping older adults use AI in everyday life
Knowledge Resource
Our framework for reporting model misalignment
Knowledge Resource
Integrating classical Chinese poetry into junior secondary geography education to foster geographical competencies: a case study of the lesson “regional differences in classical Chinese poetry”
Knowledge Resource
Rethinking formative interventions in cultural-historical activity theory: a systematic review toward a conceptual framework
Knowledge Resource
Teaching AI, Robotics, & Community: A Hubs-Based K-12 Education Framework for Reaching Rural Schools
Knowledge Resource
Citation
Cite the original work (APA 7)
The original source is authoritative for this citation. Cite the source publication directly — this attribution is pending verification. Open the original source.
Verification
This is an authenticated AZIZ OS resource record.
- 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.
This verification confirms the AZIZ OS resource record and its documented provenance. It does not establish authorship of the underlying external work.