We propose a new method for analyzing and visualizing information on a large collection of personal networks to uncover the socio-centric structure of relationships among aggregated actors that we clustered into categories. The network of categories identifies the links between groups of sampled ego actors sharing a given attribute (e.g.,…

Intelligent technology plays a pivotal role in revolutionizing learning assessments, overcoming the constraints of traditional assessment methods and driving educational innovation. Knowledge tracing (KT) emerges as a critical component for assessing students' learning states and forecasting their future performance. However, existing graph-based…

The Improvement Network Health and Development Framework (INHD Framework) sets a vision for a complex new organizational form for practical problem solving: the Networked Improvement Community (NIC). One critical test of this idealized framework is to explore its usefulness in describing variation in these deliberatively formed, temporary…

Although environmental education (EE) scholars celebrate the diversity of organizations that engage in this work, the challenge remains how to bring these organizations together. Over the last decade, scholars have called for building bridges, but we still know very little about organizational networking and integration processes in EE. In this…

The leaders of Networks for School Improvement (NSIs) have complex, challenging jobs which require constant learning and adaptation. To support these leaders, the contributors to this volume have developed a survey-based data visualization system--the Improvement Network Health Development (INHD) Information System--designed to generate insight…

This is the second article in a series of three in this special issue on establishing a boundary object to foster network health and development. The first article laid out the theoretical rationale for an Improvement Network Health and Development Framework. This article details the efforts to develop a set of practical measures tied to this…

Since 1997, the Professional and Organizational Development (POD) Network has hosted the Institute for New Educational Developers (INED), a multi-day event intended to help people just entering the field. While each iteration of the INED is enacted in a highly localized and contextualized fashion, each seeks to address the needs of the intended…

The aim of the paper was to analyse the ways in which collaborative governance appears in the context of lifelong guidance in Finland. The research question was 'What are (in terms of problem-solving, collaborative process and multi-relational accountability) the challenges for collaborative governance of lifelong guidance in Finland?' The…

This research aimed to develop indicators and approaches for developing innovative leadership of world-class standard school administrators. The research methodology used was a multi-phase mixed method. The research was divided into 4 phases: Phase 1: Development of innovative leadership indicators by studying documents and research related to…

The COVID-19 pandemic has brought unprecedented challenges and opportunities for knowledge management systems (KMS) in various domains and sectors. This research explores the strategies to manage expectational knowledge in higher education after the COVID-19 pandemic. This study employed a qualitative research method with a case study design to…

The article investigates the Estrado Network, which has united academics, trade unionists, and teachers in resistance against neoliberal globalisation while fostering educational alternatives for over twenty years. We utilise Bhabha's 'third space' concept to examine the network's role in the 'hybridization of various discourses and perspectives.…

This paper reports a small-scale qualitative inquiry in the discipline of Early Childhood Studies in Higher Education that explores how playfulness in pedagogy might create an environment in which people within the Early Childhood Education and Care (ECEC) sector (including students) engage in dialogue about structural injustice. Participants in…

The European Commission's flagship European Universities Initiative (EUI) announced in 2017 laid out a novel regional approach to internationalisation by promoting the establishment of integrated transnational networks of universities, or alliances. Launched in consecutive pilot rounds, the EUI provided a fixed-sum grant to each alliance with the…

The pandemic represented a context where rapid changes to planning, organization and service delivery were undertaken to respond to an urgent and life-threatening health system problem. There was intense interest in knowledge mobilization--mechanisms that allow the timely sharing of evidence with the aim of supporting improvement--to mitigate the…

Organization Change Networks (OCNs) are increasing in use as a lever for fostering systemic change in higher education. OCNs are inter-organizational networks composed of institutional members that seek to advance targeted goals such as improving STEM education. This study presents findings from a six-year study of six STEM education-focused…