Numerous artificial intelligence methods have lately been applied in education. This study proposes an Adaptive Neural-network-based Fuzzy Logic (ANFIS) model combining fuzzy logic and artificial neural networks for predicting students' STEM attitudes. The inputs of the research were determined as grade levels and academic achievement scores, and…

Understanding nature of science (NOS) is integral to the development of students' scientific literacy. While NOS studies are growing worldwide, none of these reported on the views of secondary school learners in the Philippines. Hence, this study examined the Filipino junior high school (JHS) students' views of the NOS and determined whether…

Integrated science is a ubiquitous school subject that is found in primary and middle-school levels around the world. Being a hybrid subject comprising several science disciplines, it poses many challenges to teachers as they are obliged to teach beyond their disciplinary comfort zones. In addition, this subject is prone to a lack of coherence,…

Against the background of many studies focusing either on scientific reasoning or views on the nature of scientific inquiry (NOSI), the aim of this article is to present and empirically analyse a framework that associates these central science education constructs. Based on the idea of inquiry methods, the "ScieNo"-framework includes…

The current study aims to investigate the mental models of primary school students about marine environments and how variables such as gender, grade level, and city of residence affect their mental models. To this end, 100 students were selected from each of the four grade levels of primary education in Turkey; thus, a total of 400 students…

Previous work at Monash University has shown that students recognise that inquiry-, problem-, context- and industry-based experiments were better contextualised, more open to decision making and aided in the development of scientific and transferable skills. This study investigated whether these gains persisted over a longer time scale, rather…

Scientific literacy reflects an understanding of science as it relates to use of science in real-world contexts. Socioscientific issues (SSIs) are real-world problems that are complex in their acknowledgement of social as well as scientific aspects of the problem and are well-suited to support scientific literacy objectives. Because of their…

While helping students develop informed views about nature of scientific inquiry (VNOSI) has been emphasised in science education, little is known regarding students' current VNOSI at a certain grade level and whether there was evidence of higher attainment of VNOSI in students in higher grades as compared to lower grades? The purpose of this…

Many Liberian teachers have limited experiences and low efficacy for teaching science, technology, engineering, and mathematics (STEM), which results in students receiving little preparation and having low levels of motivation to pursue STEM careers in Liberia. Teacher attitudes are central for efficient teaching STEM. However, little is known…

There have been increasing concerns about the significant decline in teenagers' intentions to pursue STEM subjects or careers. This study examined how students' perceptions of parental expectations, STEM cultural capital, mathematics/science self-efficacy, gender, and parents' jobs were associated with STEM career aspirations and tested whether…

The aim of this study was to develop a scale to measure students' STEM continuing motivation (CM). In accordance with the conceptualisation of CM by Maehr (1976. Continuing motivation: An analysis of a seldom considered educational outcome. "Review of Educational Research," 46(3), 443-462. doi:10.3102/00346543046003443), we define STEM…

This study explores the influence of cognitive (knowledge and certainty) and psychosocial (social norms and efficacy) variables on youth's climate change-related behaviour, with the aim to create an empirically supported theoretical model for youth's choice to take action to mitigate climate change. This survey-based research was conducted with…

Learners encounter science in a wide variety of contexts beyond the science classroom which collectively could be quite influential on student attitudes and abilities. But relatively little is known about the relative influence of different forms of informal science experiences, especially for the kinds of experiences that students typically…

Following a sociocultural perspective, this study investigates how students who have grown up using the SI (Systeme International d'Unites) (metric) or US customary (USC) systems of units for everyday use differ in their knowledge of scale and measurement. Student groups were similar in terms of socioeconomic status, curriculum, native language…