Block-based programming environments have become increasingly commonplace in computer science education. Despite a rapidly expanding ecosystem of block-based programming environments, text-based languages remain the dominant programming paradigm outside of educational contexts, motivating the transition from block-based to text-based programming.…

Hour of Code is a widely recognized global event that aims to introduce programming to novice users and integrate computer science into education. This paper presents an analysis of the effectiveness of the support system and user interface of Minecraft Adventurer, a serious game designed for the Hour of Code global event. Although previous…

Random forests are a nonparametric machine learning method, which is currently gaining popularity in the behavioral sciences. Despite random forests' potential advantages over more conventional statistical methods, a remaining question is how reliably informative predictor variables can be identified by means of random forests. The present study…

"Marinyo" is a culture left by the Portuguese around the 15th century in Maluku. The purpose of this study was to find out to what extent students' misconceptions about the concept of sound in the "Marinyo" case in the Kepuluan Tanimbar Regency. The method used was a qualitative study in ethnography in ten villages in two…

This project aimed to share stories of six Indigenous mentees and their successes, struggles, and experiences in health science and in the Indigenous Mentorship Network Program. All participants were mentees within a mentorship network specific to their province. Mentees participated in semi-structured interviews about their experiences, which…

The sounds of birds form the outdoor playlist of our lives. Birds appeal to the public, in part because of the wide variety of interesting sounds they make. This popularity has led to a long history of amateur participation in ornithology, which has recently produced rapid increases in freely available online databases with hundreds of thousands…

Metacognitive accuracy is understood as the congruency of subjective evaluation and objectively measured learning performance. With reference to the "cue utilisation framework" and the "embedded-processes model of working memory," we proposed that prompts impact attentional processes during learning. Through guided prompting,…

The purpose of this study was to explore instructional designs for promoting inquiry practices in secondary school textbooks. Three criteria were employed to select the textbooks: (1) approved by the Ministry of Education in Singapore and the Ministry of Education and Culture in Indonesia, (2) used in secondary schools, and (3) included content…

Museums and science centers are constantly changing scientific environments which exert a lasting positive impact on the society through the popularization of science. One of the most effective strategies employed by these science popularization venues is the organization of scientific exhibitions using scientific devices which are presented to…

The journey to pursue and persist with a career in STEM is a complex process that begins at a young age, continues across secondary education and the end of school transition to university. Such decisions are influenced by a range of personal, social and environmental factors, highlighting the practical complexities of supporting young people in…

Artificial intelligence (AI) has breached creativity research. The advancements of creative AI systems dispute the common definitions of creativity that have traditionally focused on five elements: actor, process, outcome, domain, and space. Moreover, creative workers, such as scientists and artists, increasingly use AI in their creative…

The use of facilitators to engage visitors in conversations at collections-based institutions has the potential to greatly impact and deepen visitor experience. The job requires the development of complex skills across specific strands of study. In this article, we share details on the strands of study in the training of youth floor facilitators…

The purpose of this study is to identify the effects of individual use of a worksheet in analyzing the network of flowing waters in a territory represented on a map and partially known by the students. 16 fourth grade students participated in the study. In the activity, three stages were completed: in the first stage, the students solved a…

Though job opportunities in science, technology, engineering, and math (STEM) continue to expand in the United States, people on Individualized Education Programs (IEPs) while in school are continually disadvantaged in future STEM-based career possibilities. Studies have shown that students on IEPs are far less likely to major in a STEM degree…

The national conversation about STEM education continues. While math and science have been a constant in K-12 and higher education, curriculum in technology and engineering have not been consistently part of the tapestry of American education. As such, there is a dearth of qualified candidates for the ever-growing number of computer science and…