This paper introduces REFLECTSUMM, a novel summarization dataset specifically designed for summarizing students' reflective writing. The goal of REFLECTSUMM is to facilitate developing and evaluating novel summarization techniques tailored to real-world scenarios with little training data, with potential implications in the opinion summarization…

This article explores approaches to assessment of competence against nationally recognized units of competency and considers these approaches with regard to the intent of the underpinning units of competency and the notion of compliance with the Standards for Registered Training Organizations (RTOs) 2015, in particular Clause 1.8. Specifically,…

Block-based visual programming environments are increasingly used to introduce computing concepts to beginners. Given that programming tasks are open-ended and conceptual, novice students often struggle when learning in these environments. AI-driven programming tutors hold great promise in automatically assisting struggling students, and need…

This quasi-experimental study seeks to improve the conceptual quality of summary essays by comparing two conditions, essay prompts with or without a list of 13 broad concepts, the concepts were selected across a continuum of the 100 most frequent words in the lesson materials. It is anticipated that only the most central concepts will be used as…

Institutional performance benchmarking requires identifying a set of reference or comparator institutions. This paper describes a method by which an institution can identify other institutions that are most similar to itself using a methodology that identifies the nearest institutional neighbors based on a balanced set of metrics accessed from…

This paper gathers descriptions on the use of the International Adult Literacy Survey (IALS) and essential skills cross Canada. IALS was developed as a population measure to lay out the distribution of skills and their relationship to other social and economic attributes. The information was taken from federal, provincial, and territorial…

Research suggests that there are substantial (albeit mostly indirect) relationships between school leadership and student achievement. However, it is challenging for practitioners and policymakers to determine whether and how school leaders are making a difference in student achievement. Through its Education Research Grants Program (84.305A), the…

This paper presents the results of an investigation into the attitudes of School Administrators to the relationship between formal school registration and school improvement. It concerns a mandatory inspection-type registration process for all Non-Government Schools in Western Australia. Part of the aim of this registration process was to help…

The paper takes a critical look at the different metrics that could be used to measure First Nations student success. The paper concludes that more than one metric is needed given the holistic worldview of First Nations Aboriginal people. A framework undergirding First Nations student success is presented and discussed.

In 2009, Australian teacher education finally sees a series of graduate teacher standards that is designed as national benchmarking for those completing initial teacher education. The draft standards represent considerable negotiation and discourse by the various jurisdictions. They are being fine tuned in readiness for adoption across Australia…

In the 1990s, federal education legislation and policies have encouraged state and local efforts in educational reform and placed a new emphasis on education for and about work. These initiatives have engaged the active participation of a broad range of partners and have spurred a variety of locally customized programs and practices. Nationally,…

According to the American Association for Advancement of Sciences, the National Academy of Engineering, and the International Technology Education Association (ITEA) and its Technology for All Americans Project (TfAAP), technology education should begin in kindergarten. Educators in Taiwan have also advocated beginning technology education in…

In 1987 the Toronto (Ontario, Canada) Board of Education launched the development of the Toronto Board Benchmark Program to establish benchmarks, which are samples of student performance on a wide range of language and mathematics tasks. These samples, in print and video, show what students in grades 3, 6, and 8 can do on learning tasks based on…

The purposes of this study were to investigate the role of benchmark writing samples in direct assessment of writing and to examine the consequences of differential benchmark selection with a common writing rubric. The influences of discourse and grade level were also examined within the context of differential benchmark selection. Raters scored…

The purpose of this study was to investigate whether the selection of benchmark writing samples influences the assessment of students' writing quality. More than 300 grade 3 writing samples were scored in two separate rating sessions. Within each scoring session, raters used a different set of benchmark writing samples. Raw ratings were analyzed…