In addition to providing a set of techniques to analyze educational data, I claim that data science as a field can provide broader insights to education research. In particular, I show how the bias-variance tradeoff from machine learning can be formally generalized to be applicable to several prominent educational debates, including debates around…

This article describes an intervention program to improve writing skills, intended to be a useful tool for everyday remedial work in primary school. The design was based on an initial review of the approaches most often used for writing intervention and identification of the main concerns for such intervention; namely, the use of direct and…

Over the 10 years of 'Closing the Gap', several interventions designed to improve outcomes for Aboriginal and Torres Strait Islander students have been trialled. In 2014 the Australian Government announced the 'Flexible Literacy for Remote Primary Schools Programme' (FLFRPSP) which was designed primarily to improve the literacy outcomes of…

In this article, Travis J. Bristol and Joy Esboldt examine the supports and constraints teachers at one midsized urban school serving predominately Latinx students encountered during school-based professional development aligned with becoming a National Board Certified Teacher (NBCT). Research has established that Black and Latinx students have…

Many children learning English as an additional language (EAL) possess lower levels of English vocabulary knowledge relative to their non-EAL English-speaking peers. Longitudinal work suggests that this group discrepancy does not decrease markedly over time as a result of regular classroom teaching. Twelve EAL learners with English vocabulary…

Recently, there has been growing concern about how to most effectively support the literacy development of beginning and struggling readers with regard to helping them learn to effortlessly identify the huge number of words that proficient readers ultimately learn to read with automaticity. Some, noting the critical importance of phonics…

One area of education which has not escaped efforts to improve the Indonesian government is mathematics education. The Indonesian government must make good use of mathematics learning so that students can use the mathematical mindset to offset the pace of global competition. This research is an experimental research on the Process-Oriented Guided…

This paper presents a secondary analysis of data collected during an intervention study in which students learnt to synthesise pairs of texts presenting opposite views on controversial issues. The original intervention study included two treatments and examined the effects of two instruction conditions when instructional materials and tasks were…

This research aims to find out: (1) the more effective learning model on students' divergent-thinking skills; (2) the better adversity quotient on students' divergent-thinking skills; (3) the better adversity quotient to improve students' divergent-thinking skills in each learning model; and (4) the better learning model to improve students'…

Increasing young children's vocabulary remains one of the most challenging areas of early literacy instruction. Progress has been made in identifying techniques that, while often complex, work to implement routinely. This study examines the effects of an easy-to-implement technique, say-tell-do-play (STDP), that integrates proven "active…

This study advances previous research about the effects of explicit instruction on second language (L2) development by examining learners' use of verbal morphology following different types of explicit information (EI) and comprehension practice. We investigated the extent to which additional EI about the first language (L1) can reduce the effects…

Direct Instruction (DI), commercially marketed by McGraw-Hill as Reading Mastery and Corrective Reading, is a bundle of highly scripted reading programs emphasizing phonics and phonemic awareness. This assessment considers 40 recently published studies on DI in order to consider the program's aims and efficacy as a means of teaching reading. Our…

The purpose of this study is to implement an intervention designed to develop background knowledge and investigate its effects on science proficiency for students who are at risk for failure. Pretest scores for 130 students were analyzed to identify students with prior knowledge deficits that may put them at risk for failure. Of the 44 students…

Instructional interactions that occur between teachers and students around foundational mathematics topics are critical for supporting mathematical proficiency among students with mathematics learning disabilities (MLD). This study investigated whether the initial mathematics skill of 880 kindergarten students at risk of MLD predicted the quantity…

As an alternative to the direct instructional model, Metzler proposed a range of pedagogical models that include second generation models such as teaching games for understanding (TGfU) and sport education (SE). These pedagogical models have key design features that can promote high levels of autonomous motivation for both boys and girls.…