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Alberto Gandolfi – International Journal of Artificial Intelligence in Education, 2025
In this paper, we initially investigate the capabilities of GPT-3 5 and GPT-4 in solving college-level calculus problems, an essential segment of mathematics that remains under-explored so far. Although improving upon earlier versions, GPT-4 attains approximately 65% accuracy for standard problems and decreases to 20% for competition-like…
Descriptors: Artificial Intelligence, Reliability, Problem Solving, Mathematics Skills
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Kamil Arif Kirkiç; Esra Töre; Ekrem Çetin; Orhan Kadir Uysal – SAGE Open, 2025
This study aimed to develop a valid and reliable scale for determining teachers' needs to increase their efficiency in professional practice. The stages of creating an item pool, consulting expert opinions, pilot testing, and conducting validity and reliability analyses were followed. Initially, a 46-item pool was created based on a literature…
Descriptors: Faculty Development, Teacher Competencies, Test Construction, Test Validity
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Anirudhan Badrinath; Zachary Pardos – Journal of Educational Data Mining, 2025
Bayesian Knowledge Tracing (BKT) is a well-established model for formative assessment, with optimization typically using expectation maximization, conjugate gradient descent, or brute force search. However, one of the flaws of existing optimization techniques for BKT models is convergence to undesirable local minima that negatively impact…
Descriptors: Bayesian Statistics, Intelligent Tutoring Systems, Problem Solving, Audience Response Systems
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Ozan Korkmaz; Oguzhan Kirdök – International Journal for Educational and Vocational Guidance, 2025
This study develops and validates the fifteen-item Turkish version of the Career Adapt-Abilities Scale Short Form (CAAS-5-SF) with a cooperation dimension. The data of the study were collected from 1.575 different high school students (aged between 15 and 18 years) in Turkiye. It has been observed that the scale has acceptable validity and…
Descriptors: Foreign Countries, High School Students, Test Construction, Test Validity
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Aeryn L. VanDerSlik; Emily E. Scott; Mary Pat Wenderoth; Zachary A. Kam; Jasmine D. Parker; Maya B. Shah; Joseph Vieregge; Jennifer H. Doherty – Advances in Physiology Education, 2025
Diffusion is a critical component of the Physiology Core Concept of flow down gradients and is fundamental to understanding how ions, gases, or signaling molecules travel short distances in the body. When asked about diffusion, students often reason successfully using the "things move from areas of high to low concentration" heuristic…
Descriptors: Thinking Skills, Physiology, Scientific Concepts, Motion
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Eyüp Yurt – International Journal of Education in Mathematics, Science and Technology, 2025
This study aimed to develop and validate the Creative Problem-Solving Skills Test (CPSS-T), grounded in Torrance's creativity theory, to assess these skills in university students. The CPSS-T consists of five open-ended question types, each designed to measure different aspects of creative problem-solving: Alternative Use, Hypothetical Scenario,…
Descriptors: Creativity Tests, Creativity, Creative Thinking, Problem Solving
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Min Tang; Sebastian Hofreiter; Christian H. Werner; Aleksandra Zielinska; Maciej Karwowski – Journal of Creative Behavior, 2025
Recent research suggests that working with generative artificial intelligence (AI), such as ChatGPT, can produce more creative outcomes than humans alone. However, does AI retain its creative edge when humans have access to alternative information sources, such as another human or the internet. We explored this question in a between-group…
Descriptors: Creative Thinking, Man Machine Systems, Interaction, Internet
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Savas Varlik – Journal of Baltic Science Education, 2025
This research is a comprehensive mixed-methods study that aims to examine in depth the correlations between science teachers' research literacy, socio-scientific reasoning, and problem-solving skills. The quantitative phase of the research was conducted using a descriptive survey method, while the qualitative phase employed a case study design.…
Descriptors: Research Skills, Scientific Literacy, School Districts, Science Teachers
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Joelash R. Honra; Sheryl Lyn C. Monterola – Journal of Education and Learning (EduLearn), 2025
Transdisciplinary thinking is crucial for addressing global challenges, yet standardized assessment tools for high school students are lacking. This study addresses this gap by developing and validating a transdisciplinary thinking scale (TTS) tailored for this demographic. Following established methodologies, the TTS was crafted through expert…
Descriptors: Foreign Countries, Test Construction, Test Validity, Interdisciplinary Approach
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Chunhua Lu; Shan Zhang; Xuchen Yu; Qi Wang – Education and Information Technologies, 2025
This study aims to investigate the role of social support--specifically from family, teachers, and peers--in enhancing computational thinking (CT) abilities among elementary school students. Grounded in social support theory, the scales related to teacher, parental, and peer support were adapted from the PSIA test. After ensuring their reliability…
Descriptors: Elementary School Students, Teacher Student Relationship, Social Support Groups, Student Surveys
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Chu-Yang Chang; Hsu-Chan Kuo – Education and Information Technologies, 2025
The rapid advancement of educational technologies in recent decades has underscored the increasing importance of digital literacy (DL) as a core competency for all students, as recognised in various educational policies and programs. Evaluating students' DL is crucial for providing valuable insights to guide future educational initiatives. This…
Descriptors: Digital Literacy, Questionnaires, Test Construction, Test Validity
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Amber E. DeBono; Kathy B. Ewoldt; Michele Heimbauer; Elizabeth A. Mendelsohn; Jonathan Cohen – Learning Disability Quarterly, 2025
Although many social-emotional learning (SEL) surveys exist for the general student population, students with learning disabilities (SwLD) are often excluded during the survey development process, and the current SEL surveys often overlook critical SEL competencies for SwLD (e.g., self-advocacy), necessitating an SEL survey for SwLD. To address…
Descriptors: Social Emotional Learning, Surveys, Students with Disabilities, Learning Disabilities
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Mohammad Nayef Ayasrah; Mohamad Ahmad Saleem Khasawneh; Mazen Omar Almulla; Amoura Hassan Aboutaleb – Journal of Computer Assisted Learning, 2025
Background: One area that has been dramatically changed by artificial intelligence (AI) is educational environments. Chatbots, Recommender Systems, Adaptive Learning Systems and Large Language Models have been emerging as practical tools for facilitating learning. However, using such tools appropriately is challenging. In this regard, the…
Descriptors: Test Construction, Test Validity, Test Reliability, Rating Scales
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Karyl Mae Codiñera Amar; Jhelai Grace Aton; Ma. Khasila Bulan; Chona Mae Crisostomo; Alyssa Danica Estrera; Jecylle Jean Linao; Julia Mitz Mariñas; Zyann Quilicot; Elieza Jane Senillo; Mabet Vergara; Angelito Cabanilla Jr. – International Journal of Education in Mathematics, Science and Technology, 2025
A multiple regression analysis was conducted to investigate what variables may predict the student's self-perceived proficiency in mathematics. Hence, this quantitative cross-sectional survey design aimed to explore the factors predicting the student's self-perceived proficiency in mathematics using gamified instruction. Two hundred twenty-five…
Descriptors: Test Construction, Test Validity, Measures (Individuals), Self Concept