Researchers have increasingly utilized artificial intelligence to automatically analyze classroom dialogue, aiming to provide timely feedback to teachers due to its educational significance. However, traditional machine learning and deep learning models face challenges, such as limited performance and lack of generalizability, across various…

Argumentation, a key scientific practice presented in the "Framework for K-12 Science Education," requires students to construct and critique arguments, but timely evaluation of arguments in large-scale classrooms is challenging. Recent work has shown the potential of automated scoring systems for open response assessments, leveraging…

The confusion between an EdD or PhD, the two terminal degrees in education, remains as current as it was at the beginning of the degrees' existence. The common belief is that the EdD is practitioner-oriented and the PhD research-oriented. The aim of present research is to clarify the confusion by conducting a corpus analysis of the aboutness of…

High-quality science assessments are multi-dimensional. They promote disciplinary practices, core ideas, cross-cutting concepts, and science sense-making. In this paper, we investigate the feasibility of using generative artificial intelligence (GenAI), specifically multimodal large language models (MLLMs), to annotate and provide improvement…

In the education sector, media outlets have been increasingly active in reporting on standardized testing. The purpose of this paper is to identify the most recurrent discursive frames used by the Norwegian regional and local press when informing their readers about national standardized testing, and to explore whether differences over time and…

This study proposes five components of corpus literacy skills (CL) based on a survey of previous studies to investigate in-service teachers' perceived CL skills. Subsequently, the relationships among these components will be explored. In addition, this study investigates whether age and teaching experience have an effect on perceived CL skills.…

Goal: The problem of the authenticity of teacher questions has not received sufficient attention from educational researchers interested in the intersection between dialogue and argumentation. In this paper, we adopt a definition of authentic questions as dialogical units that prompt teacher-student interactions that are both productive (i.e.,…

Over one hundred years of research in the field of educational leadership has developed many innovations and accomplishments for those seeking to pursue either a PhD or an EdD; however, the confusion between the two degree options remains as unclear as it was at their inception. The commonly held belief is that the PhD is the researcher's degree…

This study explores using transfer learning in machine learning for natural language processing (NLP) to create generic automated essay scoring (AES) models, providing instant online scoring for statewide writing assessments in K-12 education. The goal is to develop an instant online scorer that is generalizable to any prompt, addressing the…

In this article, we explore the concept of a "hidden curriculum" within generative AI, specifically Large Language Models (LLMs), and its intersection with the hidden curriculum in education. We highlight how AI, trained on biased human data, can perpetuate societal inequities and discriminatory practices despite appearing objective. We…

The Australian Curriculum is a policy document that directly influences the lived realities of millions of students and teachers. However, navigating and understanding the Australian Curriculum can be confusing due to discipline-specific meta-language. This poses problems when attempting to access the Curriculum in research that extends beyond the…

In this paper, we provide an overview of the policies that have existed in relation to Australian First Nations students' languages, and English language and literacy learning before exploring how the politics of distraction manifests in this context. We then share our findings of an analysis of Australian language education policies for First…

This research examines how the U.S. newspapers portrayed the Common Core State Standards between 2010-2017. Lexical choices and discursive strategies in the New York Times and the Wall Street Journal were identified using the Corpus-assisted Discourse Studies framework (Partington & Marchi, 2018; Reisigl, 2018). As a diachronic study focusing…

Biodiversity education, as part of a broader environmental education is an important topic, not only for politicians, journalists but also teachers. In the educational context, it is now recognized that students have to be taught biodiversity, its conservation and how to use it in a durable. In this paper, we are interested in assessing how…

Lexical meaning, as an important and essential aspect of the word, has long attracted the attention of scholars, who, in trying to know its nature, have sometimes mystified it by seeing it as an inexplicable thing and sometimes simplified it, equating it with the function of the word, with the concept, even with the "reali" itself that…