Simulation-based methods are becoming a promising research tool in financial markets. A general Complex Adaptive System can be tailored to different application scenarios. Based on the current research, we built two models that would benefit portfolio management by utilizing Complex Adaptive Systems (CAS) in Agent-based Modeling (ABM) approach.…

We gathered data from counselor educators to study their experiences with emotionally charged exchanges while teaching multicultural counseling. We then used descriptive phenomenology and an ecological systems framework to reveal the emotions counselor educators experienced and the outcomes of the exchanges. We discuss the implications of our…

Inclusive education is an approach to mixing special education and general education students in classroom settings to promote diversity, lifelong learning and create a more equitable society. An overview of practices in inclusive education can inform stakeholders of the status of inclusive education, describe the contextual factors which affect…

Systems thinking has been an educational priority for more than a decade, yet its related assessment and teaching strategies have been understudied in the chemistry education research community. Through the lens of systems thinking, this study explores how undergraduate students connect and translate their conceptual representations when they are…

Regulatory processes are pervasive on many levels in talent development, yet neither a systematic analysis of their role in talent development let alone a comprehensive model have been presented to date. The aim of this article is to demonstrate the diversity and complexity of regulatory processes in talent development and to provide a conceptual…

The flow of materials and energy through society is an integral but poorly visible element of global sustainability agendas such as the Planetary Boundaries Framework and the UN Sustainable Development Goals (UNSDG). Given that the primary activities of chemistry are to analyze, synthesize, and transform matter, the practice of chemistry has a…

This article reports on research into headteacher performance management in England. The English school system couples organisational autonomy with close scrutiny of educational outcomes. The management of the performance of headteachers is a central aspect of such a system. The research involved a systematic literature review and the collection…

Complexity Theory (CT) provides a useful framework for understanding Second Language Acquisition (SLA). Using an ecological model, CT studies the dynamic processes of change and emergent outcomes over time, tracing back how trajectories may have been affected by changes in and interactions among multiple variables and subsystems. Language learners…

Recent decades have revealed a gap between promises and realities of accountability in education governance, as well as further afield. Despite efforts identifying and analysing cautionary tales of accountability interventions, a systematic approach to support progressive improvements for managing accountability in complex education systems is yet…

Nationally, the number of charter schools opening and the enrollment size at charters is on the rise. But what happens when charter schools are low performing? For most charter schools and their authorizers, closing low-performing schools seems inevitable. However, school closures have dramatic impacts on students, families, and communities --…

Landon Mascareñaz and Doannie Tran propose that, even as events of this decade have exposed stress points in existing top-down, closed systems within education and other public institutions, they have also created prime opportunities to rethink and redesign those systems in ways that encourage civic participation and invigorate local democracy. In…

For a sustainable future, equipping sustainability change agents with relevant sustainability competencies is crucial. Among these competencies is system thinking competence -- the understanding of complex interrelationships among the dimensions of sustainable development and the impacts of the interrelationships. Learning approaches relevant to…

The autonomous global system of science, grounded in collegial networks of scientists, publishing, and cross-border papers, is expanding rapidly and spreading to a growing number of countries. Strong national science systems have emerged outside Euro-America. Yet the multipolarization of economic capacity and scientific output plays out within a…

This article enters the debate about the complex and dynamical nature of second language acquisition (SLA) by discussing and commenting on Pallotti's critique of Complex Dynamic Systems Theory (CDST). Pallotti's critique brings to the fore the argument that, due to its anti-reductionist stance, CDST research fails to observe three fundamental…

Purpose: This paper aims to demonstrate how the Nordic model, featuring highly regulated trade union-employer collaboration, has enabled the building of learning organizations through a co-generative learning model involving both practitioners and action researchers. Design/methodology/approach: A literature search on the Nordic sociotechnical…