Conceptualizing distributive justice in education: a complexity theory perspective

There are significant inequalities in the lives of America’s children, including inequalities in the education that these children receive. These educational inequalities include not only disparities in funding per pupil but also in class size, teacher qualification, and resources such as books, labs, libraries, computers, and curriculum, as well as the physical condition of the school and the safety of students within it. While not all schools attended by poor children are bad schools, and not all schools attended by well-off children are good schools, there are clear patterns. Poor children are more likely to attend crowded and poorly equipped schools with less qualified teachers than the children of more affluent families. They are less likely to have computers, books, and advanced placement academic courses. To give one example of the differences in school resources, the wealthiest districts in New York spent more than $25,000 per pupil at the same

Key words: Educational justice, Complexity theory, Non ideal theory, Luhmann, Sen, Education. The aim of this article is to offer a new perspective on the form that distributive justice must take in order to effectively guide education toward creating a more just society. Drawing on systems theory and the study of complex adaptive systems, the article challenges the conventional view that distributive justice in education should be based on fixed and universal ideals. Instead, it proposes a more flexible and context-sensitive understanding of justice that responds to the complex nature of real-world settings. Engaging with Niklas Luhmann’s systems theory and Michael Walzer’s account of pluralism, the article suggests that different principles of justice may be appropriate for various educational contexts or institutional arrangements. It also addresses the philosophical implications of viewing continuous change as a central feature of education, arguing that the pursuit of justice in education should be seen as an ongoing and adaptive process rather than a fixed goal. The article then outlines two possible alternatives to the dominant conceptions of how education should promote justice. It first considers how systems theory informs our view when justice is treated as a fixed ideal, and then explores Amartya Sen’s context-sensitive and pluralistic approach, noting important affinities with systems thinking. The article concludes by proposing a revised normative framework in which justice is conceived not as a fixed endpoint but as an ongoing, responsive process shaped by complex and evolving conditions.

The importance of education and its profound effect on people's life make it a central issue in discussions of distributive justice. However, promoting distributive justice in education comes at a price: prioritising the education of some, as is often entailed by the principles of justice, inevitably has negative effects on the education of others. As a result, all theories of distributive justice in education face the challenge of balancing their requirements with conflicting interests. This article aims to contribute to developing an account of conflicting interests by identifying a category of conflicting interests—non-positional conflicting interests—the realisation of which does not necessarily disrupt distributive justice. Non-positional conflicting interests include, for example, the interest in realising one's full potential and parents’ interest in familial relations. The article argues that the core dimensions of non-positional conflicting interests can usually be realised without upsetting distributive justice, and that actions that do upset distributive justice tend to be peripheral to these interests. Either way, there is no severe friction between distributive justice and non-positional conflicting interests: in the former cases, both are realised simultaneously. In the latter, tension exists; however, because the infringement on the conflicting interest is of relatively little weight, it is often justified, all things considered, in order to promote distributive justice. The conclusion is that while there are indeed cases in which distributive justice must retreat in the face of other interests, the friction between distributive justice and other interests is actually weaker than meets the eye.

The question of whether those who think of themselves as egalitarians really do, or should, value equality has received considerable attention in recent years. Alternative principles have been offered as better capturing those distributive intuitions formerly known as ‘egalitarian’. Some endorse sufficiency—comparisons do not matter; what is important is that all have enough. Others favor giving priority to the worse off. The

This article examines how the existence of unpredictability should influence the quest to promote distributive justice in education. First, the article briefly discusses resource allocation in education finance policy and its relationships with existing philosophical theories of distributive justice. It then explains why unpredictability comes into play in education and how this endangers the achievements of distributive justice. It is argued that unpredictability poses a real challenge to enhancing educational justice. Second, the article examines the common policy conception that educational justice can best be promoted by reducing unpredictability through means of increased control. It is maintained that the costs of this solution exceed its benefits. Finally, the article offers alternative routes for dealing with unpredictability in educational resource allocations. It is argued that we have good reasons, both normative and practical, to embrace a new approach for furthering distributive justice in education that takes into account the complexity of the educational system.

Complexity theory offers possibilities for thinking about the challenges and opportunities inherent in teaching, teacher learning, and many other networked systems in teacher education. Complexity theory is a theory of learning systems that provides a framework for those interested in examining how systems develop and change. It is transdisciplinary in nature, drawing on insights from diverse fields across both the hard and social sciences, and when applied to education may provide a complex rather than simplistic view of teaching and learning. Further, complexity theory has the potential to offer a powerful alternative to linear and reductionist conceptualizations, with implications for methodology of teacher education research as well as its analysis and design. This small but growing body of work has influenced teacher education in two ways. First, scholars have argued for complexity theory’s usefulness as a framework to understand and describe how teacher education functions as a complex system. The second category of work, smaller than the first, uses complexity theory to frame and analyze empirical studies. Much of the emerging body of research conducted from a complexity theory perspective is descriptive and largely confirms what has been theorized. Empirical work has confirmed that a variety of systems, at different levels, influence teacher learning and pedagogical decisions. Gaps in our knowledge still exist, however, as theorists and researchers continue to struggle with how complexity theory can best serve teacher education for the benefit of teachers and students.

This study aims to explore school principals' perceptions of social justice in education and their social justice leadership behaviors at school. The data of the study, which was conducted with the phenomenology design, one of the qualitative research methods, were obtained through semi-structured interviews with nine school principals and then analyzed by thematic analysis. The results of this study reveal that school principals mostly have distributive and recognitional justice perceptions of social justice in education and participatory justice perceptions at a relatively lower level. It has been revealed that principals have perceptions of distributive justice with the phenomena of equality, equality of opportunity, and fairness; recognitory justice with the phenomena of awareness of disadvantaged groups, supporting disadvantaged groups, and respect for diversity; and participatory justice with the phenomenon of democracy. It was found that school principals mostly exhibited social justice leadership behaviors concerning the dimensions of critical consciousness and support, while their behaviors in relation to the dimension of inclusion were limited compared to the other two dimensions. In their schools, principals exhibited respect for diversity among students, awareness of social injustices, raising critical consciousness about social justice, providing financial support, supporting students' academic and social development, creating an inclusive educational environment, and participatory management behaviors. Some implications were made for school principals' leadership behaviors regarding the conduct of educational activities within the framework of the principle of social justice. It has been revealed that we need to rethink the duties of school principals on how they ensure justice in education services, how they protect disadvantaged groups, and how they distribute resources.

Education governance has among its principal responsibilities initiating and sustaining positive change – whether at system, district or school level. The insights offered by complexity theory suggest a radical rethinking of some of the more traditional notions about how this might be achieved. This paper accordingly considers the challenge of sustainable change in education from the perspective of complexity theory. Complexity theory’s concept of emergence implies that, given a significant degree of complexity in a particular environment – whether an education system or a particular school – new properties and behaviours emerge that are not necessarily contained in the essence of the constituent elements, or easily able to be predicted from a knowledge of initial conditions. These concepts of emergent phenomena form a critical mass, associated with notions of lock-in, path dependence, and inertial momentum, contribute to a perspective on continuity and change that indicates what conditions might need to be in place for the emergence of sustainable, positive, system-wide change in education.

W artykule przedstawiam najpierw pogląd, że rekonstrukcja sprawiedliwości edukacyjnej jest możliwa tylko pod warunkiem przeprowadzenia jej w obszarze filozofii kształcenia. W drugiej części przeprowadzam taką rekonstrukcję. Jej wynik można podsumować w następujący sposób: błędem jest interpretowanie sprawiedliwości edukacyjnej jako sprawiedliwości w sferze osiągnięć i/lub zdolności uczniów. Nie można również twierdzić, że jest ona rodzajem sprawiedliwości dystrybutywnej, w której zasadą jest równy podział środków materialnych i szans edukacyjnych. Sprawiedliwość edukacyjną należy raczej rozumieć jako swoisty rodzaj relacji. Zgodnie z tym instytucje edukacyjne i interakcje pedagogiczne są sprawiedliwe tylko wówczas, gdy ucieleśniają w sobie trzy formy uznania: empatię, respekt moralny i szacunek społeczny. Twierdzenie to staje się jeszcze bardziej oczywiste, jeżeli nawiąże się do niedawnej dyskusji filozoficznej na temat epistemic justice.

Review studies of simulation-based education (SBE) consistently point out that theory-driven research is lacking. The literature to date is dominated by discourses of fidelity and authenticity - creating the 'real' - with a strong focus on the developing of clinical procedural skills. Little of this writing incorporates the theory and research proliferating in professional studies more broadly, which show how professional learning is embodied, relational and situated in social - material relations. A key concern for medical educators concerns how to better prepare students for the unpredictable and dynamic ambiguity of professional practice; this has stimulated the movement towards socio-material theories in education that address precisely this question. Among the various socio-material theories that are informing new developments in professional education, complexity theory has been of particular importance for medical educators interested in updating current practices. This paper outlines key elements of complexity theory, illustrated with examples from empirical study, to argue its particular relevance for improving SBE. Complexity theory can make visible important material dynamics, and their problematic consequences, that are not often noticed in simulated experiences in medical training. It also offers conceptual tools that can be put to practical use. This paper focuses on concepts of emergence, attunement, disturbance and experimentation. These suggest useful new approaches for designing simulated settings and scenarios, and for effective pedagogies before, during and following simulation sessions. Socio-material approaches such as complexity theory are spreading through research and practice in many aspects of professional education across disciplines. Here, we argue for the transformative potential of complexity theory in medical education using simulation as our focus. Complexity tools open questions about the socio-material contradictions inherent in SBE, draw attention to important material dynamics of emergence, and suggest practical educative ways to expand and deepen student learning.

Democracy, Education, and Multiculturalism: Dilemmas of Citizenship in a Global World

Recently, concepts and principles from the Complexity Theory (or, generally speaking, the complexity sciences) have been applied as a perspective for capturing the influence of the context, interaction, and adaption in the innovation processes, such as the ones enabled in the business incubators. The purpose of this paper is to implement a frame of reference for understanding the start-ups’ incubator as a complex system where innovation, learning, and self-organization take place. We build on the interfaces between the Complexity Theory (i.e., complexity sciences) and Open Innovation literature to identify principles, patterns, and conditions that frame the incubation practices as simple rules aimed to sustain the innovation process towards the creation of new ventures. Results from the multiple case studies conducted in five incubators show that the features of variety, nonlinear interaction, interdependence, autonomy, and emergence of the incubation process framed as a complex system are enabled in different ways by the combination of the open innovation practices and services provided by the start-ups’ incubators, including the provision of physical infrastructure, access to funding streams, experts/entrepreneurs networking, education/workshops, mentorship, and advice.

The learnings from complexity theory can give supportive theoretical arguments for traditional Gestalt concepts and methods such as the concept of creative adjustment and the paradoxical theory of change. Complexity theory also supports the Gestalt way of handling resistance as both a stabilizing factor and a counterforce against change. The article discusses the concept of order and disorder in Gestalt and Dynamical Systems Theory and compares elements of the cycle of experience with fundamental concepts from complexity such as states and attractors. Further, some speculations are made on the nature of the mind and neurosis and on the implications for therapy with the mind viewed as a complex adaptive system. A primary assumption of Gestalt therapists and many organizational consultants is that awareness leads to change. In both cases, interventions support the client in becoming more capable of satisfying his/her (or in the case of the organization, its) needs. This process of raising awareness and creating contact to support change is, however, often difficult to understand. Anyone who has worked with clients, whether individuals or organizations, has probably experienced the wonder of being told by the client what has made a difference. This information is often quite different from what the therapist or consultant would have guessed. I believe that, while Gestalt therapy provides a method that facilitates and supports change in a client system, it has no viable model for explaining what is actually happening. Furthermore, it is my belief that the theories and models that have emerged during the last decade or so in the area of complexity or dynamical systems theory can help bring about a further understanding of change processes. This article is written with the purpose of stimulating thought and discussion to that effect.

Given that relatively few studies have been conducted on the feature development process of social networking sites (SNS), the understanding of SNS feature development may provide valuable insight for developers into designing SNS features. This paper therefore intends to illustrate how SNS features are developed through the interaction between developers and users from a complexity theory perspective. We analyze in detail why a SNS can be regarded as a complex system composed of developers, users and SNS features, and identify four processes -exploration and exploitation, affordance, evaluation and enactment, and stimulation- through which SNS features are developed. We contend that this paper contributes to research in that it expands the inclusiveness of complexity theory and shapes complexity theory in a way that fits the context of SNS. In addition, this paper provides guidance for developers in better developing SNS features, such as a welcoming attitude towards users' responses, extracting knowledge from user evaluations and enactments, and designing SNS features with certain affordances.

The growing interest in Complexity Theory (CT) within second language acquisition has refocused our attention on development and change, as exemplified by the non-linear processes of language destabilization and (re-)learning in multilingual systems. It is clear that this theoretical perspective has important implications for empirical research from design to analysis and interpretation. In this chapter, I take a first step towards applying the theoretical apparatus of CT to findings obtained in four different studies of multilingual development. I show how the findings can be interpreted using CT as a post-hoc theoretical prism and, in turn, how the findings support and explicate CT claims. The four studies involved multilingual adult second-language learners and users in Ireland and were designed to address different timescales ranging from weeks to years, and time windows from one year to decades. Thus, the study goes some way towards de Bot’s (2012, 2015) suggestion to investigate complex dynamic systems by focusing on adjacent timescales. Although the studies differ in their purpose and design, they partially overlap in methodology and analysis, and exemplify how, through convergence of methodological and analytical procedures, one may generalise from the particular.