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This document provides technical detail and supporting data for the research findings discussed in 'The student journey in VET: the many faces of completion and non-completion'. The analysis in this technical paper explores: (1) an approach to identifying VET subject enrolment activity that serves a compliance or regulatory purpose; (2) variability in completion rates across VET qualifications, and associated differences in patterns of subject enrolments and outcomes; (3) different indicators of student outcomes in VET, including program completion, subject completion, and movement to subsequent VET; (4) student training pathways exploring the extent to which students undertook programs, stand-alone subjects, or a combination of the two, and how this training choice evolved over time; and (5) student training pathways exploring the extent to which students went on to enrol in a program at a higher, lower, or the same level of educations, and how these pathways compared for students who did and did not complete their initial program.

This occasional paper is the ninth in a series on the National Quality Framework (NQF). The Education and Care Services National Law and National Regulations govern the minimum standards and requirements that all providers of NQF regulated services must meet, including health and safety requirements. Quality Area 2 of the National Quality Standard (NQS) upholds children's right to be protected and kept safe. The approved provider, nominated supervisors, coordinators and educators have responsibility for supporting the health, safety and wellbeing of all children. In exercising their responsibilities, they must take reasonable care to protect children from foreseeable risk of harm, injury and infection. This paper uses data from the National Quality Agenda Information Technology System (NQA ITS) to provide analysis of trends in serious incidents resulting in injury, trauma or illness in Australian children's education and care services between 1 April 2020 and 31 March 2022.

Skilling Australia's current and future workforce is the theme for the 32nd National Vocational Education and Training (VET) Research Conference 'No Frills.' In keeping with the conference's theme, this discussion paper explores the resilience of the Australian VET sector and how it can continue to foster adaptability in the face of ongoing change.

We study whether autonomous schools, which are publicly funded but can operate more independently than government-run schools, affect student achievement and school segregation across 15 countries over 16 years. Our triple-differences regressions exploit between-grade variation in the share of students attending autonomous schools within a given country and year. While autonomous schools do not affect overall achievement, effects are positive for high-socioeconomic status students and negative for immigrants. Impacts on segregation mirror these findings, with evidence of increased segregation by socioeconomic and immigrant status. Rather than creating "a rising tide that lifts all boats," autonomous schools increase inequality

This paper provides new evidence on educational inequality and reviews the literature on the causes and consequences of unequal education. We document large achievement gaps between children from different socio-economic backgrounds, show how patterns of educational inequality vary across countries, time, and generations, and establish a link between educational inequality and social mobility. We interpret this evidence from the perspective of economic models of skill acquisition and investment in human capital. The models account for different channels underlying unequal education and highlight how endogenous responses in parents' and children's educational investments generate a close link between economic inequality and educational inequality. Given concerns over the extended school closures during the COVID-19 pandemic, we also summarize early evidence on the impact of the pandemic on children's education and on possible long-run repercussions for educational inequality.

'Transforming the future' can have different connotations in different contexts, but here the author focuses on the way in which the vocational education and training (VET) sector is adapting, anticipating and activating change in response to future skill demands. This discussion paper explores how the sector assists learners to skill, upskill and reskill, which in turn actively contributes to the Australian economy. Without a doubt, the past few years have been both difficult and unpredictable for many, with the ongoing COVID-19 pandemic and other natural disasters such as bushfires and floods. This paper therefore also considers how the VET system has been able to adapt to these unforeseen events and what can be learnt from these responses and adapted for the future.

This discussion paper has been produced by Australian Children's Education and Care Quality Authority (ACECQA), on behalf of all state and territory governments and the Australian Government, to inform the "2020 Review of the Disability Standards for Education 2005." This paper asks providers of early childhood education and care (ECEC) and school age education and care services across Australia about their awareness and understanding of their obligation sunder the "Disability Discrimination Act 1992" (DDA). This includes questions of access and participation by children with disability to education and care. ACECQA's paper complements the broader discussion paper by the Australian Government about ECEC and the Disability Standards for Education 2005, and is provided in two parts: (1) part 1 is for all ECEC and school age education and care providers; and (2) part 2 asks questions that specifically target National Quality Framework (NQF) approved ECEC and school age education and care providers. [For the broader paper, "Final Report of the 2020 Review of the Disability Standards for Education 2005," see ED617747.]

Intersectionality highlights that different aspects of individuals' identities are not independent of each other. Instead, they interact to create unique identities and experiences, which cannot be understood by analysing each identity dimension separately or in isolation from their social and historical contexts. Intersectional approaches in this way question the common classification of individuals into groups (male vs. female, immigrant vs. native etc.), which raises important implications for the policy-making process. In education, analyses with an intersectional lens have the potential to lead to better tailored and more effective policies and interventions related to participation, learning outcomes, students' attitudes towards the future, identification of needs, and socio-emotional well-being. Consequently, as elaborated in this paper, some countries have adjusted their policies in the areas of governance, resourcing, developing capacity, promoting school-level interventions and monitoring, to account for intersectionality. Gaps and challenges related to intersectional approaches are also highlighted.

Module A of the OECD Higher Education Policy Survey (HEPS) 2022 elicited information on policies to promote digitalisation of higher education in OECD member and accession countries. In total, 30 jurisdictions responded, providing comparative information on various areas of digitalisation policy, from regulation and governance to financial and human resources. The survey results provide insight into the role of public authorities in guiding, coordinating and resourcing the digital transformation of higher education institutions. The analysis and comparative tables in this working paper provide insights that can support the development of strategic digitalisation policies.

Calls for increased monitoring and evaluation of education policies and practices have not, so far, included widespread and consistent assessments of the inclusiveness of education settings. Measuring inclusion in education has proven to be a challenging exercise, due not only to the complexity and different uses of the concept, but also to its holistic nature. Indeed, measuring inclusion implies analysing a variety of policy areas within education systems, while also considering the different roles of the system, the school and the classroom. This paper discusses the application of the input-process-outcome model to the measurement of inclusion in education, and key indicators that can be adopted by education systems and schools to this end. It makes considerations relevant to policy makers when designing indicators to measure inclusion, such as the extent of their application, the constraints related to data disaggregation and the relevance of intersectional approaches to inclusion.

The National Quality Framework (NQF) was established in 2012 to create a more efficient and cohesive approach to regulating early childhood education and care, and outside school hours care in Australia. The NQF provides a shared vision for governments and the children's education and care sector, and an agreed tool for measuring and monitoring service quality. It sets standards for safety and quality so that all children who attend services regulated under the NQF are supported to have the best start in life. This occasional paper discusses how and why the NQF came about, what has changed in the last 10 years, and future directions.

This paper summarises the exploratory quantitative analysis undertaken to investigate how vocational education and training (VET) students cluster and segment in the Australian VET market. This analysis is outlined in three sections. The first section focuses on 'clustering' as a technique for grouping data and the three clustering algorithms used. These are then discussed in more detail to provide some insights into how they operate. Their specific data requirements, along with their strengths and weaknesses, are also considered. In next section the outputs of the clustering approaches are considered. The resultant clusters are examined to better understand them, and meaningfully label and group them into segments. The final section returns to the raw data. This step was necessary to further explore (in this case, only some of) the identified market segments. Three key market segments are explored: students in targeted English programs; students in social inclusion programs; and migrant students.

With the widespread onset of the COVID-19 pandemic in 2020, Australian universities anticipated a significant loss of students and revenue and hence forecast the need for significant job reductions. Using Higher Education Statistics (HES) data on student numbers and full-time equivalent (FTE) staff by field of study, we explored changes which occurred between 2019 and 2020, this data only becoming publicly available in 2022. Against expectations, and with the exception of the field of study of Management and Commerce, nationally student numbers did not decline, but increased marginally. Our interest lay in the impact of this on casual academic staff employment in Australia's public universities, noting institutional strategies of having a flexible pool of casual staff to manage fluctuations in student demand. While the HES data does not allow firm conclusions, trends may become clearer with the release of the 2021 data. Nonetheless, it appears that many universities reduced casual academic staff numbers and marginally increased full and part time appointments. Overall, there were fewer academic staff to teach a static or increased number of students. What this exercise suggests is that irrespective of student enrolments, some universities may have used the pandemic as an opportunity for restructures and academic renewal. It also highlights the difficulties that universities may experience in managing their academic workforce.

Indigenous peoples have rightful aspirations for their languages and cultures, supported under international conventions, jurisdictional treaties, laws, policies and enquiry recommendations. Additionally, the inclusion of Indigenous languages in education can impact positively on Indigenous students' learning, engagement, identity and well-being, and can increase involvement of their communities in education. This working paper provides an overview of Indigenous languages learning in Aotearoa New Zealand, Australia and Canada. These three jurisdictions participate in an OECD initiative "Promising Practices in Supporting Success for Indigenous Students," designed to help education systems to improve the experiences and outcomes of Indigenous students in education. The significance of Indigenous languages constitutes common ground between the diverse Indigenous peoples in these three countries. But learning in Indigenous languages and learning Indigenous languages follow diverse pathways with local language programme designs that fit the different historical and contemporary language contexts within and between the countries.

Students who identify as lesbian, gay, bisexual, transgender, queer, intersex or somewhere else on the gender/sexuality spectrum (LGBTQI+) are among the diverse student groups in need of extra support and protection in order to succeed in education and reach their full potential. Because they belong to a minority that is often excluded by heteronormative/cisgender people, they are often the targets of physical and psychological harassment. Such discrimination can place them at risk for isolation, reduced academic achievement, and physical and mental harm. This paper provides a brief history of how the LGBTQI+ population has often been misunderstood and labelled in order to understand challenges faced by students who identify as a part of this population. It continues by considering supportive educational policies and programmes implemented from national to local levels across OECD countries. Finally, the paper considers policy gaps and discusses policy implications to strengthen equity and inclusion for LGBTQI+ students.

In spite of advances in recognising that girls and boys, and women and men, do not have to be bounded by traditional roles, gender stereotypes persist in education and beyond. Children and youth are affected by gender stereotypes from the early ages, with parental, school, teacher and peer factors influencing the way students internalise their gender identities. As such, not only is intervening in pre-primary education necessary, but also measures at the primary and secondary levels are key to eradicate gender stereotypes and promote gender equality. Based on the analytical framework developed by the OECD Strength through Diversity project, this paper provides an overview of gender stereotyping in education, with some illustrations of policies and practices in place across OECD countries, with a focus on curriculum arrangements, capacity-building strategies and school-level interventions in primary and secondary education.

Social and emotional learning (SEL) strengthens students' abilities to regulate their emotions, thoughts, and behaviours and to interact successfully with others. There are an array of important social and emotional skills (SES): goal-setting, working to one's potential, resilience, creativity, perseverance, problem solving, and caring about the welfare of others, among them. All students need SEL, but newcomer and refugee students may have particular challenges requiring SES. The beginning of this paper examines the current situation of refugee and newcomer students in OECD countries, SEL, its frameworks and skills and how they apply to newcomer and refugee students. The paper concludes with an examination of SEL policies and practices for newcomer and refugee students in OECD countries.

Since UNESCO's Salamanca Declaration in 1994, inclusive education has progressively attracted attention in international debates around education policy. While some evidence exists on the positive impact that inclusive education reforms can have on the academic and personal outcomes of diverse students -- and in particular of students with special education needs -- limited information is available on the economic sustainability of such reforms. Starting from the literature on the correlations between education and individuals' life outcomes, this paper reviews the existing evidence on the potential benefits and costs of inclusive education reforms. Specifically, the paper discusses the evidence on the shortcomings of current education settings for diverse groups of students -- with specific sections on students with special education needs; immigrant and refugee students; ethnic groups, national minorities and Indigenous peoples; gifted students; female and male students; and LGBTQI+ (which stands for 'lesbian, gay, bisexual, transgender, queer and intersex') students. It highlights the individual and societal costs deriving from the low academic, social and emotional outcomes of these students and the socio-economic costs these yield for societies. Where possible, the paper also presents evidence on the effects of inclusive education reforms on diverse student groups.

This paper summarises the evolution of student contributions in Australia since 1989, exploring system redesigns that commenced in 1997, 2005 and 2021. Public and private benefits are recurring themes in setting student contributions, both as high-level justifications for government policy and in pricing specific disciplines. Professor Andrew Norton evaluates five different rationales used by successive Australian governments to satisfy competing policy and political considerations: course costs, private benefits, public benefits, increasing resources per student place, and incentivising course choices. Professor Norton argues that despite using student contributions to guide course choices being central to current funding policy it is never likely to be effective. Student contributions do, however, have practical consequences that seem to be given little consideration by the government. These include how long it takes to repay student debt, how much of that debt the government will eventually write off, and university incentives to enrol students. As the new government reviews the Job-ready Graduates policy, the paper provides a useful basis for discussion, offering lessons from history in what works and what does not, and guiding policymakers towards student contribution systems that minimise problems for students, government and universities.

The OECD Future of Education and Skills 2030 (E2030) project's overall goal is that of looking to the future in terms of how school curricula should evolve given the technological advances and other changes that societies are now facing. Towards that end, the E2030 project centres on the idea that education needs to equip students with the knowledge, skills, attitudes and values they need to become active, responsible and engaged citizens. Mathematics is considered a highly relevant subject for achieving the above stated goals, as such it requires further and more detailed analysis. As a result, it has been chosen as one of the E2030 project's subject-specific analyses. The project has been named the Mathematics Curriculum Document Analysis (MCDA) study as per the request of participating countries. This working paper presents the findings of the MCDA study, which involves participants from 19 countries and jurisdictions.