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Putting the pieces of the puzzle together in modeling gendered educational choices
Published 2025-07-01“…This study draws on five complementary theoretical perspectives—theory of circumscription and compromise, situated expectancy-value theory, the internal/external frame of reference model, the differential effects model, and the goal congruity model—to identify the strongest predictors of women's entry into STEM fields in higher education from 21 variables and their up to 441 nonlinear pairwise interactions. …”
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Enhancing Engineering and STEM Education With Vision and Multimodal Large Language Models to Predict Student Attention
Published 2025-01-01“…Generative Artificial Intelligence (AI) and Large Language Models (LLMs), including Visual Language Models (VLMs) and Multimodal LLMs (MLLMs), have shown transformative potential in education. …”
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Ensemble machine learning for predicting academic performance in STEM education
Published 2025-08-01Subjects: Get full text
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Exploring the Impact of Predictive Analytics and AI in STEM Education
Published 2025-05-01“…The demand for STEM education is rising globally, yet high attrition rates among underrepresented groups remain a significant challenge. …”
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DESIGN OF STEM – PBL MODEL WITH APPLICATION IN HIGHER EDUCATION
Published 2020-12-01“…According to a number of researchers, the concept of self-regulated learning is now becoming the focus of educational theory. The leading goal of bringing educational objectives closer to those of business brings to the fore one more direction for development and these are the goals for a larger share of Science – Technology – Engineering – Mathematics (STEM) skills of students as a result of training at all levels. …”
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Exploring the implementation of STEM education through mathematical modelling activities in schools
Published 2025-07-01Subjects: Get full text
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Exploring students’ experience of ChatGPT in STEM education
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Leveraging adaptive approaches to tackle opportunity gaps in STEM higher education
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Factors Influencing Students’ Performance in University Mathematics Courses: A Structural Equation Modelling Approach
Published 2025-02-01Subjects: Get full text
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A Scoring Algorithm for the Early Prediction of Academic Risk in STEM Courses
Published 2025-03-01“…This study presents the development of a scoring algorithm for the early identification of students at risk of failing science, technology, engineering, and mathematics (STEM) courses. The proposed approach follows a structured process: First, educational data are collected, processed, and statistically analyzed. …”
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3D Modeling and Printing in Physics Education: The Importance of STEM Technology for Interpreting Physics Concepts
Published 2024-08-01“… In accordance with the requirements of STEM education, a physics teacher must know the principle of operation, the device of the equipment and be able to effectively apply it in physics lessons. …”
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Secondary School Students’ Perceptions of Subjects in Integrated STEM Teaching
Published 2025-06-01Subjects: “…STEM education…”
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The Role of STEM Teaching in Education: An Empirical Study to Enhance Creativity and Computational Thinking
Published 2025-07-01Subjects: Get full text
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Educating tomorrow's donors: a high school initiative to promote blood and stem cell donation through stem education
Published 2025-07-01“…Given its structured and adaptable format, this model could be implemented in other educational contexts to enhance health literacy and support donor recruitment efforts. …”
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A pedagogical approach: toward leveraging mathematical modeling and AI to support integrating humanities into STEM education
Published 2025-01-01“…This paper examines the transformative potential of integrating humanities into STEM education using interdisciplinary approaches, AI, and Model Eliciting Activities (MEAs). …”
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STEM education in semi-virtual interactive environment
Published 2021-11-01“…The above reasons serve to justify and encourage that STEM education cannot stop. However, given the crisis we are experiencing and the solutions provided, the excessive use of virtual environments can affect areas such as psychological, social, etc. …”
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Quantifying interdisciplinary synergy in higher STEM education
Published 2025-07-01“…Abstract We propose a framework to quantify and utilize interdisciplinarity in science and engineering curricula at the university-level higher education. We analyze interdisciplinary relations by standardizing large-scale official educational data in Korea using a cutting-edge large language model and constructing knowledge maps for disciplines of scientific education. …”
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