Machine learning (ML) is extensively applied in chemistry, particularly in vibrational spectroscopy. However, few teaching examples effectively demonstrate the capabilities of ML in classifying polymeric materials, exhibiting subtle spectral differences that elude visual discrimination. This study presents a teaching example specifically tailored…

There is a growing need for more effective interdisciplinary science instruction across undergraduate degree programs. In addition to supporting students' connections between disciplinary concepts, interdisciplinary learning can develop students' critical thinking skills and allow them to evaluate scientific investigations and claims between…

Literacy skills are essential if students are to access knowledge and achieve academic success in middle school science. A key difficulty with interpreting literacy practices in any discipline is the problem of conceptualising what constitutes literacy. Our study contributes new understandings to the discipline of science where there are ongoing…

This thesis identifies and explains the gaps in prior and current applications of representational competence construct in chemistry. Representational competence (RC) describes a set of skills that chemistry researchers Kozma and Russell observed experts demonstrate when engaging with disciplinary representations (Kozma & Russell, 1997; Kozma…

This study examined the effect of design-based science instruction (DBSI) on sixth grade students' science achievement, as well as their development in relation to science process skills. 213 sixth grade students from three public schools participated in the study. A pilot was conducted in the unit of Systems of the Human Body and the main study…

Previous studies have documented the promising results from student-constructed representations, including stop-motion animation (SMA), in supporting mechanistic reasoning (MR), which is considered an essential thinking skill in science education. Our current study presents theoretically and empirically how student-constructed SMA contributes to…

This study used a case study, one of the qualitative research methods, with the aim of developing guidance materials based on the argumentation-based science learning (ABSL) approach for concepts in the 6th grade unit "Sound and Its Properties" and to examine students' argumentation levels and conceptual understanding. The activity…

Many teachers have a level of discomfort with planning inquiry-based science lessons for students with complex needs. Science instruction typically includes teaching discrete skills with a focus on vocabulary acquisition (Knight et al., 2020). Because science is universal and thus important for all learners, many states have adopted the Next…

This study investigates the role of environmental insight--defined as students' prior knowledge--and the use of a virtual reality laboratory in exploring celestial bodies and solar system content integrated with Qur'anic science, with a focus on their effects on students' argumentation abilities. The research employs a quasi-experimental design,…

Concerns have been raised about the employability of Science graduates, however undergraduate Science curricula rarely focus on building employability. Our goal is to harness existing Science-focused curricula to improve Science graduate employability. In this study we asked whether students could identify learning of employability literacies from…

Communication skills require students to be able to manage, understand, develop, and create orally and in writing. Teaching methods that generally use conventional models of learning activities that are not formed in groups cause students' science communication skills to be lacking, so learning activities are more teacher-centered. This learning…

This study aims to develop a structured scaffolding-guided inquiry (SSGI) learning model that is oriented toward nurturing argumentation skills to solve complex problems. Test the effectiveness of the SSGI model in improving students' argumentation skills to solve complex problems. This research is development research that refers to Dick and…

In the context of academic and professional training, effectively constructing arguments is a fundamental skill for chemists. In this way, educational practices that promote this skill are a constant target of attention, as is the analysis of the quality of arguments produced by students. Models capable of supporting this analysis gain importance,…

Science communication is a core skill for undergraduate science students to acquire in preparation for their future careers, but studies show that this skill is underdeveloped in science graduates. The aim of this study was to discover the resources and approaches undergraduate students use to effectively develop their science communication skills…

This article examines Kazakhstan's approach to developing science, technology, engineering, and mathematics (STEM) competencies in future teachers by analyzing educational programs (EPs) and key aspects of STEM education implementation. The purpose is to provide an in-depth understanding of Kazakhstan's strategy for developing STEM skills in…