This study aims at elaborating a well-established theoretical framework that distinguishes three modes of thinking in linear algebra: the analytic-arithmetic, the synthetic-geometric, and the analytic-structural mode. It describes and analyzes the bundle of signs produced by an engineering student during an interview, where she was asked to recall…

Purpose: Critical realism is an increasingly popular "lens" through which complex events, entities and phenomena can be studied. Yet detailed operationalisations of critical realism are at present relatively scarce. This study's objective here is built on existing debates by developing an open systems model of reality, a basis for…

In acknowledging the contribution of the Australian Journal of Career Development (AJCD's) continuing work to the career development field, this paper briefly outlines the Chaos Theory of Careers (CTC) and its empirical support. Issues relating to closed and open system validation are canvassed. Two types of COVID-19 case study are analysed: a…

Community-Based Learning (CBL) within science, technology, engineering, and mathematics (STEM) has the potential for positive student learning outcomes while also promoting beneficial outcomes in partner communities, yet complexity of practice can often obscure or limit these outcomes. Emergent behavior makes realizing outcomes, especially those…

Purpose: This paper aims to offer a case study for teaching specific systems thinking competencies that promote leadership for systems change. It uses leadership as a novel way to identify and organize systems thinking competencies that are important for successful multistakeholder collaboration. Design/methodology/approach: Qualitative and…

Network analysis is a method used to explore the structural relationships between people or organizations, and more recently between psychological constructs. Network analysis is a novel technique that can be used to model psychological constructs that influence language learning as complex systems, with longitudinal data, or cross-sectional data.…

Considering the rise of implementation of big data analytics (BDA) in Saudi Arabian higher education institutions but with relatively lesser optimal performance, the study investigated the causality of organisational culture (OC) and BDA's social and technical subsystems, following the Socio-Technical Systems theory, with the strategic…

Purpose: The purpose of this paper is to investigate Peter Senge's ideas from the perspective of the spiritual ideal of harmony/He ([foreign character omitted]). Design/methodology/approach: Following a literature review of the conceptualization of Senge's fifth discipline and harmony, an appreciative case study of Alibaba is adopted to…

The prevalence of systems thinking pedagogy is growing in classrooms because of its inclusion in the Next Generation Science Standards and its potential as a tool for addressing complex, global problems. While most of the research on systems thinking targets the ways students develop system thinking skills, this qualitative study explores…

Two leading camps for studying social complexity are case-based methods (CBM) and agent-based modelling (ABM). Despite the potential epistemological links between 'cases' and 'agents,' neither camp has leveraged their combined strengths. A bridge can be built, however, by drawing on Abbott's insight that 'agents are cases doing things', Byrne's…

The research on education philanthropy typically characterizes foundations as practicing either "traditional" or "strategic" philanthropy. These labels are used to indicate divergent ways of thinking about the impact of grants and approaches to grantmaking between the two models. Drawing on a theoretical framework informed by…

Understanding molecular processes and coordinating the various activities across levels of organization in biological systems is a complicated task, yet many curricular guidelines indicate that undergraduate students should master it. Employing mechanistic reasoning can facilitate describing and investigating biological phenomena. Biofilms are an…

Learner emotions represent sudden, dynamic, and complex adaptations to the language classroom environment. Recent Second Language Acquisition research calls for a more holistic perspective in approaching classroom emotions, one that considers emotional variations between and across learners, and which foregrounds the interconnections among…

The evaluation of teaching quality and practice is increasingly important in higher education and usually done via student surveys (quantitative data) alone. Much less attention is given to teachers' self-evaluations of teaching practice (qualitative data). This emphasis on quantitative over qualitative data can result in incomplete and biased…

The article argues for intersectionality as analytical concept for transnational education policy analyses of teachers' work. We first lay out the conceptual and methodological groundwork, and then revisit two case studies of teachers' work to deepen understanding of the conceptual framework for intersectional transnational education policy…