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Deniz Mertkan Gezgin; Tugba Türk Kurtça – Education and Information Technologies, 2025
The purpose of this research is to create a reliable and valid scale to assess AIlessphobia in Education (the fear of being without Artificial Intelligence in education) among university students. In three phases, a sample of 1378 undergraduate students from different faculties at a public university participated in the reliability and validity…
Descriptors: Test Construction, Fear, Artificial Intelligence, Psychometrics
Deniz Görgülü; Fatma Coskun; Mustafa Demi?r; Mete Si?pahi?oglu – Education and Information Technologies, 2025
This study aims to examine the psychometric properties of a scale developed to measure teachers' ability to use artificial intelligence tools in education. The scale was originally proposed as having 33 items across 5 sub-dimensions by Chat GPT-4, an AI system. To establish content validity, the scale form was submitted to expert review. An…
Descriptors: Measures (Individuals), Artificial Intelligence, Technology Uses in Education, Psychometrics
Yongzhong Yang; Haoran Xu – Journal of Creative Behavior, 2025
With the rapid advancement of artificial intelligence (AI), AI creativity has demonstrated significant potential for application across various fields. This study aims to explore the multidimensional characteristics of AI creativity from the audience's perspective and to develop a corresponding measurement scale. Specifically, Study 1 utilized…
Descriptors: Artificial Intelligence, Creativity, Measures (Individuals), Test Construction
Ferdiye Çobanogullari; Özge Özbek – Education and Information Technologies, 2025
This study introduces the "ChatGPT Usage Scale for Foreign Language Learners," designed to evaluate the usage of AI chatbots in language learning. The scale was developed based on a comprehensive literature review and expert evaluations, ensuring a strong theoretical foundation and content validity. It comprises three sub-dimensions…
Descriptors: Artificial Intelligence, Technology Uses in Education, Second Language Learning, Test Construction
Ayoub Hamdan Al-Rousan; Mohammad Nayef Ayasrah; Shimaa Mkhymr Salih Yahya; Mohamad Ahmad Saleem Khasawneh – European Journal of Education, 2025
The acceptance of artificial intelligence (AI) in academic settings, particularly in the context of research creativity, is a growing area of interest. This study aimed to design and validate the AI Acceptance and Research Creativity Scale (AIA&RCS) among faculty members. This exploratory mixed-method was conducted among 720 faculty members. A…
Descriptors: Test Construction, Psychometrics, Artificial Intelligence, Teacher Attitudes
Thomas K. F. Chiu; Zubair Ahmad; Murat Çoban – Education and Information Technologies, 2025
Evaluating teacher AI competence levels and building effective, safe, and healthy learning environment are crucial steps in transitioning to AI-based education. Current established digital competence frameworks may indirectly address AI competence but often overlook the impact of AI on society, ethics, and assessment. Research on teacher AI…
Descriptors: Artificial Intelligence, Elementary School Teachers, Secondary School Teachers, Test Construction
Yavuz, Mehmet; Kayali, Bünyami; Balat, Sener; Çalisan, Mücahit – Journal of Educational Technology, 2023
The aim of this study is to adapt the 15-item Chatbot Usability Scale to the Turkish language and culture and evaluate the validity and reliability of the scale in the Turkish language and culture after the adaptation process. The necessary permissions were obtained, and the process was initiated. Proficient translators in both cultures were…
Descriptors: Artificial Intelligence, Computer Mediated Communication, Usability, Evaluation Methods
Yu-Yin Wang; Yu-Wei Chuang – Education and Information Technologies, 2024
With the development of artificial intelligence (AI) applications, it has become critical for scholars, educators and practitioners to understand an individual's perceived self-efficacy regarding the use of AI technologies/products. Understanding users' subsequent behaviors toward the advancement of AI technology is also critical. Despite the…
Descriptors: Artificial Intelligence, Self Efficacy, Test Construction, Test Validity
Ferikoglu, Deren; Akgün, Ergün – Malaysian Online Journal of Educational Technology, 2022
In this study, a scale was designed and developed by the researchers in order to resolve the awareness of teachers about the integration of artificial intelligence into education, as well as their predisposition to developing the concept of artificial intelligence and its sub-branches. Awareness of teachers on artificial intelligence were…
Descriptors: Artificial Intelligence, Knowledge Level, Test Construction, Test Reliability
Shuqiong Luo; Di Zou – European Journal of Education, 2025
Recent AI-based language learning research highlights learners' crucial role, yet university learner readiness in ChatGPT-based English learning remains unexplored. Accordingly, this current research attempted to develop and validate a tool to evaluate university learner readiness for ChatGPT-assisted English learning (LRCEL) to address the…
Descriptors: College Students, Readiness, Artificial Intelligence, Natural Language Processing
Erol, Ahmet; Yurdakal, Ibrahim Halil; Tekin Karagöz, Ceren – Malaysian Online Journal of Educational Technology, 2023
The "metaverse," which bridges augmented and virtual reality as mixed reality and includes technological phenomena such as artificial intelligence, continues to be an agenda topic. It is foreseen that the concept in question will accelerate the changes in education and teaching activities, as in many other fields. In this research, a…
Descriptors: Computer Simulation, Artificial Intelligence, Likert Scales, Preservice Teachers
Ali Alqarni – Journal of Computer Assisted Learning, 2025
Background: Critical thinking is essential in modern education, and artificial intelligence (AI) offers new possibilities for enhancing it. However, the lack of validated tools to assess teachers' AI-integrated pedagogical skills remains a challenge. Objectives: The current study aimed to develop and validate the Artificial Intelligence-Critical…
Descriptors: Artificial Intelligence, Technology Uses in Education, Test Construction, Test Validity
Xinyu Liu; Yijia Liu – European Journal of Education, 2025
As artificial intelligence (AI) technology continues to advance, its influences across various industries have grown, leading to increasing levels of anxiety, including that in education. Nonetheless, in terms of current knowledge, the literature lacks a valid scale to measure AI anxiety among EFL teachers, particularly university EFL teachers.…
Descriptors: Artificial Intelligence, Anxiety, Second Language Instruction, English (Second Language)