This study investigates the development and evaluation of a Retrieval-Augmented Generation (RAG)-based statistics tutor designed to assist students with quantitative analysis methods. The RAG approach was employed to address the well-documented issue of hallucination in Large Language Models (LLMs). A computer tutor was developed that utilizes…

To promote inclusive practices in science, technology, engineering, and mathematics (STEM) classrooms, this research explores teacher candidates' (TCs') views and understandings of differentiated instruction (DI). The article addresses the following research questions: (1) What are intermediate-senior STEM TCs' initial views and understandings of…

This study looked at the effectiveness of differentiated learning in enhancing students' mathematical outcomes by incorporating varied content, processes, and products. Employing a mixed-methods experimental design, the research hypothesized that differentiated instruction significantly influences students' performance in mathematics exams. The…

Purpose: Extension and advisory services (EAS) are crucial for farm success and rural well-being in Canada. Like elsewhere, Ontario's EAS has transformed, embracing diverse providers and methods. While research on pluralistic EAS grows, little examines how stakeholders perceive the effectiveness of different methods. This study fills the gap,…

Based on the Myers-Briggs Type Indicator (MBTI), this study explored the effect of Individualized teaching strategies in vocational college students' employment courses. Given the different personality types of students, the study aims to improve students' participation, understanding, and employability in employment courses through tailored…

Persistent literacy skills deficits hinder educational attainment, limit labour market opportunities, and exacerbate socioeconomic inequalities. This paper evaluates the causal effect of an AI-driven Computer-Assisted Learning (CAL) program implemented by the Government of Madrid, which features personalised, adaptive content and real-time…

In a multiyear, multisite, randomized control trial, we examined the effects of comprehensive professional development designed to support teachers' data-based instruction (DBI) for students with intensive early writing needs. Teachers (N = 154; primarily special educators or intervention specialists) were assigned randomly to a treatment group (n…

High-impact tutoring is a research-based approach to providing individualized instruction for students and accelerating learning. It was one of the most popular uses of federal Elementary and Secondary School Emergency Relief (ESSER) dollars, with 10 states spending a portion of their funding on large-scale tutoring initiatives. Illinois was one…

This study examines the impact of participation in AR integrated enrichment (GIFTLED Method) workshops and classroom implementations on teachers' competencies in differentiation practices and the use of Instructional Technologies (IT) in the STEAM education of gifted students. Focusing on the development of teachers' Gifted Technological…

Many educators struggle to deliver effective early literacy instruction that is both research-based and responsive to diverse learning needs. IMSE's Orton-Gillingham Plus (OG+) addresses this gap by providing a Structured Literacy program grounded in explicit, systematic, and cumulative instruction. Designed for K-2 foundational literacy and…

This meta-analysis examines the diverse effects of artificial intelligence (AI), notably ChatGPT, on intelligent learning in the education industry over the last four years. Despite the rapid integration into education of AI tools such as ChatGPT, which have the potential to enhance personalized learning and administrative efficiency, there…

This paper highlights the utility of personalized learning (PL) embedded into an on-campus graduate seminar focused on pediatric speech sound disorders (PSSD). The example showcases six key PL features described from an autoethnographic lens. These include: (a) context-specific positionality viewpoints (i.e., instructor, student, discipline, and…

This pilot study investigated the efficacy of the Promoting Adolescent Comprehension Through Text (PACT) intervention, a social studies content knowledge and reading comprehension set of practices implemented with social studies classes including students with disabilities. Social studies general education teachers were provided with professional…