Role of AI dependency in shaping 21st century skills in higher education with AI trust as a mediator

The evolution of artificial intelligence (AI) as a key tool of the fourth industrial revolution is transforming higher education with personalized learning environments. This study sheds light on human–AI interface in higher education examining the role of AI literacy (AIL), AI trust (AIT) and AI dependency (AID) for the implications of 21st century skills such as self-confidence (SC), problem solving (PS), communication (CO), creative thinking (CRT), critical thinking (CT), and collaboration (COL). To achieve this, cognitive-affective-behavior (CAB) model is utilized to conduct structural equation modelling (SEM) in SmartPLS 4.0. Purposive sampling approach is employed to elicit data from the students of different academic disciplines in Bangladesh, yielding a total of 367 responses after screening and missing data treatment. Findings reveal that AIL posits a positive and significant relationship with AIT and AID, where AIT partially mediates between AIL and AID. Moreover, AID positively and significantly influences all skills of 21st century, where larger effect sizes were found on CRT, PS, CO, SC, and CT, respectively. The research outcomes recommend AI facilitated higher education for the 21st century skill development and presents significant practical implications for the educators and institutional policymakers to develop AI-oriented curricula that advance sustainable development goal – 4 ensuring quality education.

Authors

Institutions

Publication Details

Journal
Discover Artificial Intelligence
Published
2026-08-24
DOI
https://doi.org/10.1007/s44163-026-02056-8
Primary Topic
Educational Leadership and Innovation
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Role of AI dependency in shaping 21st century skills in higher education with AI trust as a mediator

Rasheda Akter Rupa and Rehnuma Mostafa, Nahida Sultana, Most. Sadia Akter, Sabrina Alam et al.
Discover Artificial Intelligence
Educational Leadership and Innovation
article

Role of AI dependency in shaping 21st century skills in higher education with AI trust as a mediator

Rasheda Akter Rupa and Rehnuma Mostafa, Nahida Sultana, Most. Sadia Akter, Sabrina Alam, Faharia Sultana
article en

Abstract

The evolution of artificial intelligence (AI) as a key tool of the fourth industrial revolution is transforming higher education with personalized learning environments. This study sheds light on human–AI interface in higher education examining the role of AI literacy (AIL), AI trust (AIT) and AI dependency (AID) for the implications of 21st century skills such as self-confidence (SC), problem solving (PS), communication (CO), creative thinking (CRT), critical thinking (CT), and collaboration (COL). To achieve this, cognitive-affective-behavior (CAB) model is utilized to conduct structural equation modelling (SEM) in SmartPLS 4.0. Purposive sampling approach is employed to elicit data from the students of different academic disciplines in Bangladesh, yielding a total of 367 responses after screening and missing data treatment. Findings reveal that AIL posits a positive and significant relationship with AIT and AID, where AIT partially mediates between AIL and AID. Moreover, AID positively and significantly influences all skills of 21st century, where larger effect sizes were found on CRT, PS, CO, SC, and CT, respectively. The research outcomes recommend AI facilitated higher education for the 21st century skill development and presents significant practical implications for the educators and institutional policymakers to develop AI-oriented curricula that advance sustainable development goal – 4 ensuring quality education.

Discover Artificial IntelligenceVol. 6(1)
University of Dhaka (BD), Varendra University (BD), Independent University, Bangladesh (BD)
Quality Education
Openalex Percentile: Top 2%
Educational Leadership and Innovation
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.