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The national core curriculum is renewed in Finland approximately every ten years, the most recent one being 2016. The core curriculum sets the general goals, providing the foundation for district- and school level curriculum development work (Finnish National Board of Education, 2016). The messages from transnational educational policy (e.g. OECD) are apparent in the core curriculum. However, districts, schools and teachers are highly autonomous in upholding, resourcing and deciding about the curriculum making at the local sites of activity. Accordingly, the curriculum making relies heavily on shared sense-making as a tool for cultivating transformative learning throughout the educational system. The chapter draws on the results of the national “School Matters” research project (2014-2018), to provide the meta-analysis of the sense-making in national curriculum making. Results suggested that the shared sense-making focused on engaging educational practitioners in learning at all layers of the system. However, the means for facilitating shared sense-making between the different layers of the system and curriculum was perceived to be less coherent by the stakeholders at the district and school level, than at the state level. This implies that the educational providers should not only be involved in co-creation of the aims, contents and values of the curriculum document, but also in designing novel and ecologically valid ways for orchestrating the complex and dynamic curriculum making.

The aim of this chapter is twofold: first, it will discuss the roots and the aims of the curriculum reform launched in Portugal in 2017, suggesting that it shows the influence of international policy borrowing. Secondly, it aims to present and to discuss the trends that this reform is putting in place, highlighting some successful practices as well some misconceptions and controversial practices. To accomplish such aims, it follows the analytical framework that inspires this book, namely the approach that understands curriculum making as a dynamic process of interactions between different layers of the system, emphasizing the meso and the micro layers of curriculum decision-making. The focus on the experimental period that this chapter narrates is also an opportunity to analyse dynamics among the layers of curriculum making.

This chapter provides a summary and a concluding discussion on the main findings from the different cases and chapters throughout this volume. The chapter revisits the approach on curriculum making as non-linear and as framed around a conceptualisation of interrelated sites of activity – supra, macro, meso, micro and nano – presented in the introduction. A central conclusion of this book is that the meso site of activity stands out as critical for current developments within curriculum making, both in terms of a transformed role for the nation state in macro curriculum making, as well as implications of policy flows and processes from the supra site of activity. Based on our observations, we suggest an elaborated model for understanding curriculum making, with special attention to the significance of meso curriculum making and teacher agency. In the final part of the conclusions, we argue that there are a number of lessons to be learned from curriculum making in the European context. In line with the significance of meso curriculum making observed throughout the volume, we emphasize the importance of middle ground and mobility, the necessity of participatory curriculum making, and that systems of accountability need to be based on trust. We also underline the importance of a delicate balance concerning regulation– providing support, guidance and steering – together with a critical awareness of destructive as well as progressive forces for maintaining and providing the agency of the educational systemfor good curriculum making.

This chapter examines curriculum reform in Scotland, showing how the ambitious aspirations of its flagship policy, Curriculum for Excellence, were subject to a complex array of global, national and local pressures and had to take account of political and cultural circumstances that posed particular challenges. Both the Scottish Government's management of the reform programme and the teaching profession's response to it are subject to detailed scrutiny. The discussion pays particular attention to the discourse used in promoting the policy, the shifting nature of the official narrative as the recommendations of international agencies were taken on board, and the issues that arose as the policy moved from intention to enactment. Drawing on the notion of ‘curriculum making’, which serves as a conceptual thread for all the contributions to this volume, the analysis highlights both evidence of progress and sites of continuing debate.

This chapter provides an introduction to the European case study chapters in this volume on curriculum making. The chapter explores different conceptions of curriculum and curriculum making. It offers a critique of existing thinking about curriculum making as something that occurs withinreified levels within an educational system. Such thinking often construes curriculum making as occurring through linear and hierarchical chains of command from policy to practice. Drawing upon previous conceptualizations of curriculum making, the chapter develops a new approach to understanding curriculum making. This is a heuristic rather than a normative framing; it is essentially non-linear, framed around the concept of intertwined sites of activity – supra, macro, meso, micro and nano – within complex systems, with curriculum making framed as types of activity rather than institutional functions.

This study explores the factors influencing artificial intelligence (AI)-driven decision-making proficiency (AIDP) among management students, focusing on foundational AI knowledge, data literacy, problem-solving, ethical considerations and collaboration skills. The research examines how these competencies enhance self-efficacy and engagement, with curriculum design, industry exposure and faculty support as moderating factors. This study aims to provide actionable insights for educational strategies that prepare students for AI-driven business environments.

The research adopts a hybrid methodology, integrating partial least squares structural equation modeling (PLS-SEM) with artificial neural networks (ANNs), using quantitative data collected from 526 management students across five Indian universities. The PLS-SEM model validates linear relationships, while ANN captures nonlinear complexities, complemented by sensitivity analyses for deeper insights.

The results highlight the pivotal roles of foundational AI knowledge, data literacy and problem-solving in fostering self-efficacy. Behavioral, cognitive, emotional and social engagement significantly influence AIDP. Moderation analysis underscores the importance of curriculum design and faculty support in enhancing the efficacy of these constructs. ANN sensitivity analysis identifies problem-solving and social engagement as the most critical predictors of self-efficacy and AIDP, respectively.

The study is limited to Indian central universities and may require contextual adaptation for global applications. Future research could explore longitudinal impacts of AIDP development in diverse educational and cultural settings.

The findings provide actionable insights for curriculum designers, policymakers and educators to integrate AI competencies into management education. Emphasis on experiential learning, ethical frameworks and interdisciplinary collaboration is critical for preparing students for AI-centric business landscapes.

By equipping future leaders with AI proficiency, this study contributes to societal readiness for technological disruptions, promoting sustainable and ethical decision-making in diverse business contexts.

To the author’s best knowledge, this study uniquely integrates PLS-SEM and ANN to analyze the interplay of competencies and engagement in shaping AIDP. It advances theoretical models by linking foundational learning theories with practical AI education strategies, offering a comprehensive framework for developing AI competencies in management students.

This chapter addresses the balancing act between curriculum guidance and curriculum space, against the backdrop of an integral curriculum review at the national/macro level in the Netherlands, labelled ‘Curriculum.nu’. As part of this review initiative, many choices have to be made, reflecting answers to the following two questions: What balance is needed between curriculum regulation at the macro level and the provision of curricular space for schools at the meso and the micro level? And, what are the related responsibilities of all involved in the educational system web in order to make the curriculum change successful? Before getting to tentative answers, the chapter will provide an introduction to curriculum policy in the Netherlands and will offer an overview of the motives, aims, approaches and preliminary results of Curriculum.nu. The provisional answers include a set of research-informed principles for making the curriculum review efforts a success, including a call for dovetailing the various curriculum layers and for a strategic curriculum mix of room for school-specific decision-making, substantive guidance, support by exemplification and firm investments in professional development.

In this chapter, we inquire into our ever-unfolding experiences as teachers and with teacher research participants in order to explore the complexities of curriculum making in teacher education. In doing so, we lay the foundation for understanding narrative inquiry as both theory and method as such, frame our work in this volume. Curriculum making, a term introduced by Joseph Schwab, reflects the dynamic process of learning in which the teacher, learner, subject matter, and milieu interact. Moreover, we think about the ways people make sense of themselves, identity-making, in the process of curriculum making. Through Derek’s experiences with Lee, a previous Grade five student, and Cindy’s work with Jesse, a research participant, we inquire into their curriculum making and identity-making. We argue that in schools, there are multiple curricula in the making, going beyond the formal notions of curriculum as grade-level standards or classroom objectives. In our inquiry process, we consider experiences in schools through Aoki’s understanding of curriculum-as-plan and lived curriculum. In his writing, Aoki noted that the lived experience of curriculum in schools is much more complex and varied than the planned curriculum that is meant for a generalized audience; students and teachers bring their lives with them into particular contexts that indelibly shape the ways that curriculum is lived out. As well, we think about the ways experiences and places shape teachers and researchers and the ways we see the world.

Purpose – This chapter discusses the application of the Gradual Release of Responsibility (GRR) to school change and the learning of groups of leaders, teachers, and students. Specifically, the authors describe the Seven Levels to Success, a model for school change that supports teachers in building their school’s own staircase (coherent) curriculum in literacy. The authors discuss the effectiveness of this model for capacity building – giving schools a “deep bench” of leaders and teachers who can sustain improved student achievement over a period of years.

Design/Methodology/Approach – The theoretical underpinning of this research is provided by the Vygotsky Space, a construct that shows how learning may be understood in terms of the intersections of collective and individual actions, and public and private settings. This construct allows us to understand what drives a school’s advancement through the Seven Levels and how that advancement can be restarted after it has been slowed or interrupted. The authors report findings about school change from 20 years of work in 264 elementary and secondary schools, reflecting a wide range of students and communities across the United States.

Findings – While schools’ typical advancement in the Seven-Level model is neither steady nor linear, it adheres to an overall pattern: Leaders must take ownership first, followed by teachers and then students. To build their school’s staircase curriculum, teachers must see themselves as creators rather than consumers of curriculum. Teachers who see themselves as creators take ownership of their curriculum. Their deep understanding of the curriculum promotes continuous improvements and related success in improving their students’ literacy learning. Four case examples illustrate change in a variety of school settings, providing existence proofs of how the Seven-Level model functions to improve students’ literacy learning.

Research Limitations/Implications – The authors highlight the importance of the school as the unit of analysis in change efforts, and of understanding a school’s progress over time. The authors emphasize considering the role of multiple constituencies, beginning with school leaders and encompassing teachers, students, and families. One implication of this study is that more attention should be paid to the role of school leaders – administrators, curriculum coordinators, and teacher leaders – in setting the stage for sustainable improvement.

Practical Implications – The authors provide guidance to practitioners working on school change within the framework of the Seven Levels to Success and other social constructivist models. Specifically, the authors give examples of relevant actions external consultants and school leaders take at critical junctures in a school’s progress.

Originality/Value of Paper – This chapter breaks new ground in applying the GRR model and the Vygotsky Space to the area of school change in literacy. Summarizing 20 years of work with the Seven-Level model demonstrates potential of teacher-developed curricula for the sustainable improvement of students’ literacy learning.