Grouping students according to their abilities and promoting deeper interaction and moderation are key issues in improving computational thinking in collaborative programming. However, the distribution characteristics and evolving pathways of computational thinking in different groups have not been deeply explored. During the course of a…

Many schools choose to organise students into classes according to their perceived "ability", despite evidence that the practice is not beneficial for students, overall. Class grouping by "ability" can exacerbate existing social inequalities by segregating students according to pre-existing educational advantage, which has…

Throughout a programming course, students develop various source code tasks. Using these tasks to track students' progress can provide clues to the strengths and weaknesses found in each learning topic. This practice allows the teacher to intervene in learning in the first few weeks of class and maximize student gains. However, the biggest…

This paper extends the scholarship on attainment grouping by focusing on the policy initiatives of streaming and subject-based banding (SBB) in Singapore. The study is framed by the concept of pragmatic perfectionism, which refers to the continuous and ideals-oriented drive to improve a system through practical, incremental and paradoxical…

There is an extensive international literature on different forms of ability grouping in schools, much of which describes their impact on students' academic achievement, motivation, self-concept and/or attitudes towards learning. Comparatively little research has focused on students' perspectives of these practices, while the research that has…

Since approximately 1988, the literacy achievement gap has remained stagnant in the United States. Despite data that suggest desegregation efforts have been most impactful on closing this gap, contemporary intervention efforts have often taken the form of homogeneous ability grouping and tracking, practices that lead to segregation along racial,…

Educational tracking can lead to different citizenship outcomes. Most studies on the relationship between citizenship and educational track membership applied a variable-centered approach, comparing averages between tracks but not considering differences between students within a track. Person-centered approaches have shown that different…

Decades of research has documented the consequences of allocating school students into a hierarchy of classes with narrow ranges of mathematics attainment, a process known as streaming, tracking, setting, or "ability" grouping. The purported benefits of streaming are inconsistent and disputed, but the harms are clear, in particular, (1)…

This study recognised that there is currently limited understanding of the extent and nature of ability grouping practices in subject areas other than mathematics and English in primary schools. Using survey methods, this research sought to generate data of sufficient scale to extend understanding of the use of ability grouping practices in…

Ability-grouping has been studied extensively in relation to children's academic, but not emotional and behavioral outcomes. The sample comprised 7259 U.K. children (50% male) with data on between-class and within-class ability-grouping at age 7. Peer, emotional, hyperactivity, and conduct problems were measured at ages 7, 11, and 14 years.…

The aim of this qualitative study was to explore the thoughts of primary and secondary prospective mathematics teachers about educating mathematically gifted students. For this purpose, this research was conducted with 40 prospective mathematics teachers, 17 of whom were secondary mathematics prospective teachers, and 23 were primary mathematics…

Traditionally, giftedness was perceived as a fixed trait, exclusively evaluated through cognitive testing. However, contemporary perspectives view it as a dynamic and socially constructed attribute reflected in many domains. As this paradigm-shift aligns with global movements emphasizing the importance of avoiding labelling students and enhancing…

Allocating students into separate classes within a school depending on their "ability" is common in many countries. This paper presents a theoretical discussion of the practice, considering why it persists despite a long history of research emphasizing consequential problems. Our discussion identifies and critiques four possible reasons…

Inequity in education is pronounced when data is used to form rigid class ability groups. Rigid grouping means that students with backgrounds that disadvantage them in education can be locked into low 'ability' class groups. In contrast, informed and flexible use of data can support adaptable and heterogeneous ability grouping, which better…

Differentiation in education can be seen as a means of responding to student diversity in order to meet the vision of "a school for all." Differentiation has been widely addressed within a western context, and it appears to be a versatile phenomenon as it occurs under various guises and with a variety of terms and modes of…