This paper presents the design of an innovative platform to support teachers' personalized learning related to teaching statistics and data science in grades 6-12 (http://instepwithdata.org). Through a study of 32 pilot users, the authors describe how teachers utilized supports such as personalization surveys, tracking of progress on a dashboard,…

In this paper, the SOLO taxonomy is used to identify different levels of student understanding of the statistical concepts associated with sampling distribution. This study was part of a research project investigating students' conceptual understanding of concepts of hypothesis testing taught with the support of simulation learning activities. The…

Units Coordination and Covariational Reasoning are powerful frameworks for modeling students' mathematics in arithmetic reasoning and construction of relationships between changing quantities, respectively. This case study of an advanced stage 2, 8th-grade algebra student, Daniel, investigated connections between his units coordination and…

The primary objective of this research was to investigate the effects of model-based science instruction on the conceptual development of 7th grade students in the topic of electricity. This qualitative research was conducted during the 2022-2023 academic year, using purposive sampling method. The study comprised 33 7th grade students (18 boys and…

Among the various kinds of learning analytics emerging especially in the latest decade, clicking patterns cover a prominent role, fostered by their success in analyzing several types of data concerning activity on the web. They can be defined as sets of clicks performed by users, in which every set is treated as the basic unit. Few research has…

The study aimed to explore the integration of lesson study into science teacher education programs to enhance preservice science teachers' pedagogical content knowledge (PCK) for STEM. The lesson study cycle encompassed planning, teaching, reflecting, re-teaching, and re-reflecting phases, and the participants' experiences regarding PCK for STEM…

Opportunities for students to share their thinking with the class--which I refer to as "work-sharing practices--require a profound shift in who is positioned with intellectual authority in mathematics classrooms. This study explores work-sharing practices in one sixth grade mathematics classroom through an interactional lens. Video analysis…

The aim of this research is to determine the effectiveness of the STEM Kid Module on the scientific literacy of fifth-grade students in the 'Energy' topic. The module was developed based on the combination of constructivism and constructionism as a fundamental learning theory. Meanwhile, the STEM Kid instructional phase was formed using a STEM…

This article presents an analysis of environmental science curriculum materials to interrogate and reveal settler moves to innocence (Tuck & Yang, 2012) by analyzing the language used to describe concepts and events that invisiblize Indigenous knowledge and hide settler colonial logics. Using Decolonization is not a metaphor (Tuck & Yang,…

The assessment of program functionality can generally be accomplished with straight-forward unit tests. However, assessing the design quality of a program is a much more difficult and nuanced problem. Design quality is an important consideration since it affects the readability and maintainability of programs. Assessing design quality and giving…

This paper describes the creation of a dataset to enable the analysis of student academic performance at the unit level at a large Australian University. The dataset was designed to enable academic leaders to explore research questions concerning student performance and pass rates in units. Four example research questions are presented here and…

Mathematics curricula are often the primary resource used in the teaching and learning of mathematics--in particular, they represent mathematical knowledge for teachers and students. Yet, there seems to be a discrepancy between the curricular materials written for teachers and students (e.g., more variety in the semiotic choices in text provided…

For several decades, English language learners in P-12 setting were initially viewed from a deficit perspective (Valenzuela, 1999) in which they were unfairly and unjustly compared with the dispositions, experiences, skills, etc. of their native-speaking counterparts. In recent years, however, these learners are increasingly considered from an…

Academic reviews take on new directions in an ever-increasing fast-paced development. Unit reviewers should be provided different samples, with varied cultural contents also providing nuances, as related to the 'object' of the evaluation, as well as a final overall product, i.e. more of a synthesis, through which one will check the degree of…

Due to the COVID-19 restrictions, high-schools in Spain are having both online and in-class lectures. As a result, the students can use not only the information provided by the teachers in class, but they can also use several other methods such as videos and online examples that allow the students to have materials from different places. In this…