Design and Validation of the Metacognitive Diagnostic Disruption in AI Decision‐Making Scale ( MDD ‐ AI Scale) Among Educational Administrators in Jordan
Insights From the Network Analysis Perspective
Bibliographic Data
| ID | 21499646 |
|---|---|
| Authors | Yusra Jadallah Abed Khasawneh (0000-0002-7253-412X, Faculty of Educational Sciences, Department of Educational Administration Ajloun National University Ajloun Jordan), Najwa Ahmad Saleem Khasawneh (0000-0003-4967-3399, Faculty of Educational Sciences, Classroom Teacher Department, Specialization in Arabic Language Curricula and Teaching Methods Irbid National University Irbid Jordan), Najwa Ahmed Saleem Khasawneh (Irbid National University), Mohamad Ahmad Saleem Khasawneh (0000-0002-1390-3765, Special Education Department King Khalid University Abha Saudi Arabia, corresponding author) |
| Year | 2026 |
| Volume | 42 |
| Issue | 2 |
| Publication date | 2026-04-01 |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Journal of Computer Assisted Learning (JOURNAL) |
| Journal identifiers | ISSN: 0266-4909 • E-ISSN: 1365-2729 |
| Publisher | Wiley (PUBLISHER • GB) |
| DOI | 10.1002/jcal.70216 |
| OpenAlex | W7134839463 |
| Language | EN |
| References cited | 65 |
Cognition · Confirmatory factor analysis · Exploratory factor analysis · Exploratory research · Metacognition · Power graph analysis · Intelligent Tutoring Systems and Adaptive Learning · Mental Health Research Topics · Online Learning and Analytics
Applied Multivariate Statistics for the Social Sciences
What is AI Literacy? Competencies and Design Considerations
Conflict monitoring and cognitive control.
Revisiting Mixed Methods Research Designs Twenty Years Later
Metacognitive theories
Analysis of self-efficacy theory of behavioral change
Assessing Metacognitive Awareness
Metacognition
Exploratory graph analysis
Cognitive Load Theory and Instructional Design
Complacency and Bias in Human Use of Automation
A short form of the metacognitions questionnaire
A Theoretical Review of Winne and Hadwin’s Model of Self-Regulated Learning
Machine behaviour
Automation bias
Algorithm appreciation
Evaluating Goodness-of-Fit Indexes for Testing Measurement Invariance
Cutoff criteria for fit indexes in covariance structure analysis
Random Forests
An Index of Factorial Simplicity
Evaluating Structural Equation Models with Unobservable Variables and Measurement Error
Qualitative content analysis in nursing research
Sample size in factor analysis.
A Guideline of Selecting and Reporting Intraclass Correlation Coefficients for Reliability Research
A Quantitative Approach to Content Validity 1
Historical threads, missing links, and future directions in AI in education
The effects of explainability and causability on perception, trust, and acceptance
Design for now, but with the future in mind
Systematic review of research on artificial intelligence applications in higher education – where are the educators
AI Tools in Society
Rise of Machine Agency
Making sense of recommendations
Metacognition and cognitive monitoring
The Unity and Diversity of Executive Functions and Their Contributions to Complex “Frontal Lobe” Tasks
Human–AI Interactions in Public Sector Decision Making
Best Practices for Developing and Validating Scales for Health, Social, and Behavioral Research
From alpha to omega
Becoming a Self-Regulated Learner
Resistance to Medical Artificial Intelligence
| Highly cited | No |
|---|