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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

ID21499646
AuthorsYusra 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)
Year2026
Volume42
Issue2
Publication date2026-04-01
Open AccessYes
TypeARTICLE
VenueJournal of Computer Assisted Learning (JOURNAL)
Journal identifiersISSN: 0266-4909 • E-ISSN: 1365-2729
PublisherWiley (PUBLISHER • GB)
DOI10.1002/jcal.70216
OpenAlexW7134839463
LanguageEN
References cited65

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

    Keenan A Pituch, James P Stevens•Applied Multivariate Statistics…•2015

  • What is AI Literacy? Competencies and Design Considerations

    Open Access•Duri Long, Brian Magerko•Proceedings of the 2020 CHI…•2020

  • Conflict monitoring and cognitive control.

    M M Botvinick, Todd S Braver et al.•Psychological Review•2001

  • Revisiting Mixed Methods Research Designs Twenty Years Later

    John W Creswell, Vicki L Plano Clark•2023

  • Metacognitive theories

    Open Access•Gregory Schraw, David Moshman•Educational Psychology Review•1995

  • Analysis of self-efficacy theory of behavioral change

    Open Access•Albert Bandura, Nancy E Adams•Cognitive Therapy and Research•1977

  • Assessing Metacognitive Awareness

    Open Access•Gregory Schraw, Rayne Sperling Dennison•Contemporary Educational Psychology•1994

  • Metacognition

    Anastasia Efklides•European Psychologist•2008

  • Exploratory graph analysis

    Open Access•Hudson F Golino, Hudson Golino et al.•PLoS ONE•2017

  • Cognitive Load Theory and Instructional Design

    Fred Paas, Alexander Renkl et al.•Educational Psychologist•2003

  • Complacency and Bias in Human Use of Automation

    Open Access•Raja Parasuraman, Dietrich Manzey et al.•Human Factors: The Journal of the…•2010

  • A short form of the metacognitions questionnaire

    Open Access•Adrian Wells, Sam Cartwright‐Hatton et al.•Behaviour Research and Therapy•2004

  • A Theoretical Review of Winne and Hadwin’s Model of Self-Regulated Learning

    Open Access•Jeffrey A Greene, Roger Azevedo•Review of Educational Research•2007

  • Machine behaviour

    Open Access•Iyad Rahwan, Manuel Cebrian et al.•Nature•2019

  • Automation bias

    Kate Goddard, Abdul Roudsari et al.•Journal of the American Medical…•2012

  • Algorithm appreciation

    Open Access•Jennifer M Logg, Julia A Minson et al.•Organizational Behavior and Human…•2019

  • Evaluating Goodness-of-Fit Indexes for Testing Measurement Invariance

    Gordon W Cheung, Roger B Rensvold•Structural Equation Modeling: A…•2002

  • Cutoff criteria for fit indexes in covariance structure analysis

    Li‐tze Hu, Peter M Bentler•Structural Equation Modeling: A…•1999

  • Random Forests

    Open Access•Leo Breiman•Machine Learning•2001

  • An Index of Factorial Simplicity

    Open Access•Henry F Kaiser•Psychometrika•1974

  • Evaluating Structural Equation Models with Unobservable Variables and Measurement Error

    Open Access•Claes Fornell, David F Larcker•Journal of Marketing Research•1981

  • Qualitative content analysis in nursing research

    Open Access•Ulla Hällgren Graneheim, B Lundman•Nurse Education Today•2004

  • Sample size in factor analysis.

    Robert C Maccallum, Keith F Widaman et al.•Psychological Methods•1999

  • A Guideline of Selecting and Reporting Intraclass Correlation Coefficients for Reliability Research

    Open Access•Terry K Koo, Mae Y Li•Journal of Chiropractic Medicine•2016

  • A Quantitative Approach to Content Validity 1

    Open Access•C H Lawshe•Personnel Psychology•1975

  • Historical threads, missing links, and future directions in AI in education

    Bonny Williamson, Rebecca Eynon•Learning Media and Technology•2020

  • The effects of explainability and causability on perception, trust, and acceptance

    Open Access•Doh Shin•International Journal of…•2021

  • Design for now, but with the future in mind

    Open Access•Ying Hu, Rand J Spiro•Educational Technology Research…•2021

  • Systematic review of research on artificial intelligence applications in higher education – where are the educators

    Open Access•Olaf Zawacki-Richter, Victoria I Marín et al.•International Journal of…•2019

  • AI Tools in Society

    Open Access•Michael Gerlich•Societies•2025

  • Rise of Machine Agency

    Open Access•Sundar•Journal of Computer-Mediated…•2019

  • Making sense of recommendations

    Open Access•Michael Yeomans, Anuj Shah et al.•Journal of Behavioral Decision…•2019

  • Metacognition and cognitive monitoring

    John H Flavell•American Psychologist•1979

  • The Unity and Diversity of Executive Functions and Their Contributions to Complex “Frontal Lobe” Tasks

    Open Access•Akira Miyake, Naomi P Friedman et al.•Cognitive Psychology•2000

  • Human–AI Interactions in Public Sector Decision Making

    Open Access•Saar Alon-Barkat, Madalina Busuioc•Journal of Public Administration…•2023

  • Best Practices for Developing and Validating Scales for Health, Social, and Behavioral Research

    Open Access•Godfred O Boateng, Torsten B Neilands et al.•Frontiers in Public Health•2018

  • From alpha to omega

    Open Access•Thomas J Dunn, Thom Baguley et al.•British Journal of Psychology•2014

  • Becoming a Self-Regulated Learner

    Barry J Zimmerman•Theory Into Practice•2002

  • Resistance to Medical Artificial Intelligence

    Open Access•Chiara Longoni, Andrea Bonezzi et al.•Journal of Consumer Research•2019

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