"Applications" of knowledge symbolically and structurally "codify" thinking, often displacing the human who is relegated to passive, routine reproduction of operations and left with no space or time to understand or question the relations underlying the processes. This is both mirrored and augmented by the schematic narrowing…

Large language models (LLMs) have significantly advanced smart education in the artificial general intelligence era. A promising application lies in the automatic generalization of instructional design for curriculum and learning activities, focusing on two key aspects: 1) customized generation: generating niche-targeted teaching content based on…

Recently, the option to use large language models as a middleware connecting various AI tools and other large language models led to the development of so-called large multimodal foundation models, which have the power to process spoken text, music, images and videos. In this overview, we explain a new set of opportunities and challenges that…

The ability to extract structural information from a drawing of a molecule is key to being successful in organic chemistry. One source of difficulty for novices in interpreting structures is that hydrogens bound to carbon are represented implicitly in the often-used line-angle structures. Other representations that explicitly show hydrogens, such…

In this three-study investigation, we applied various approaches to score drawings created in response to both Form A and Form B of the Torrance Tests of Creative Thinking-Figural (broadly TTCT-F) as well as the Multi-Trial Creative Ideation task (MTCI). We focused on TTCT-F in Study 1, and utilizing a random forest classifier, we achieved 79% and…

False alarming, or detecting an error when there is not one, is a pervasive problem across numerous industries. The present study investigated the role of elaboration, or additional information about non-error differences in complex visual displays, for mitigating false error responding. In Experiment 1, learners studied errors and non-error…

SAE for All was adopted by the National Council for Ag Education in 2015 and North Carolina launched the model through statewide professional development in 2019. As part of a larger study on implementation, this 2022 qualitative study sought to understand the barriers teachers were facing in implementing the SAE for All model and sought to…

Background/purpose: Globalization and the advancement of communication technology have increased diversity and complexity, including in education. Diversity is currently in classrooms. This situation adds a need for multicultural competence. Materials/methods: This research explains the creation of new products through learning models to develop…

This study endeavors to establish a model that encapsulates individual and contextual factors affecting instructors' ICT literacy in private universities located in Hunan Province, China. The researcher employed a mixed-methods approach, integrating both qualitative and quantitative techniques, through a questionnaire survey administered to 555…

Mathematical modelling is an interlinking process between mathematics and real-world problems that can be applied as a means to increase motivation, develop cognitive competencies, and enhance the ability to transfer mathematical knowledge to other areas of science, such as engineering disciplines. This study was designed to investigate the effect…

The notion of function is central in all of the secondary curriculum, and indeed functional models appear in almost all higher education that is based on mathematics. However, in secondary education, functions usually appear in restricted and somewhat sterile forms. In this (mostly theoretical) paper, we present a proposal -- exemplified by a…

What is research and who is a researcher? Why engage in research and what is the value of research? Paradigms of Research for the 21st Century explores multiple questions relating to the nature and process of educational research. The book offers an insightful and detailed account of Western and non-Western philosophical traditions and…

Environmental unpredictability has become a crisis for the 21st century. In response, organizations from the local to international level are addressing the issues by creating, supporting, and promoting initiatives. Schools and school leaders play an important role in this work. An example of a multi-scaled initiative is the U.S. Department of…

Purpose: Stuttering is associated with clinically significant social anxiety, which emerges during early childhood for some, but not all, children who begin to stutter. The purpose of this review article is to develop a model of social anxiety development during early childhood stuttering and to present an empirical method by which it can be…

Background/Context: Social network methodology is particularly relevant to the types of social structures found in education research. The current study develops a finite mixture approach for clustering ensembles of networks (NetMix). Following a structural equation modeling framework, NetMix simultaneously estimates a measurement model comprised…