A topic that often comes up in my writing (e.g., in these posts) is Complex Systems Theory (or complexity)1, and the ways it can help us better understand language education. But in what ways are entities in language education like complex systems, and how might one go about understanding them? In the paragraphs that follow, which are a partially revised extract from my book, A Language School as a Complex System (pp. 20-21), I attempt to answer these questions, while also hinting at the challenge of defining their boundaries (the ‘boundary problem’).
Describing complex systems
Describing an entity like a school as a complex system looks deceptively simple, but is fraught with challenges. One set of difficulties that we will immediately confront relates to how we might define the system – where do we draw the lines around the system?
When thinking of a school, these lines seem to be suggested by the real world. Schools have very unambiguous topological perimeters, such as building walls or schoolyard fences that separate the school from the community in which it is embedded. They also have recognisable temporal boundaries: we talk about ‘school days’ and ‘school years’, for example, and we can decide to empirically concern ourselves only with what teachers and students do between the start and the end of these periods.
Even if the borders of a complex system are suggested by the physical and social worlds, these borders are somehow ‘fuzzy’.
But even with the clarity provided by such unambiguous limits, it is hard to know what to do with contextual influences, such as decisions by policy makers, or the activity of the students’ parents. It is equally unclear how to account for societal attitudes and expectations. The problem with these is that they are shaped outside the school, but are embodied by the teachers and students, so they reside – in different senses – both inside and outside the school at the same time. One might argue that even if the borders of a complex system are suggested by the physical and social worlds, these borders are somehow ‘fuzzy’.
Another set of difficulties pertains to group membership. Thinking again of the example of a school, there is a certain illusion of unambiguousness. Teachers are either members of the faculty or they are not; students are either enrolled in a course, or they are not. We might, then, be forgiven for thinking that we can enumerate the components of a system by consulting the organigram, payroll and student register.
The problem with this line of reasoning is that the school is not just an aggregate of individual students and teachers. It also includes learning resources, syllabi, buildings and desks, which may (or may not) need to be included in our description. It even includes non-concrete entities, like attitudes and expectations, ideologies and traditions that need to be accounted for. Most importantly, it includes a dense web of relationships that connect all these entities with each other.2 There is a reason why we call these systems complex.
In the holistic description of a system, borders and inventories of components are of secondary importance.
But if we cannot even agree on how to define a system, and what its components are, how can we presume to study it? The answer to this question takes us back to the definition of systems in the previous sections (see here). We focus on describing the system as a whole, not with reference to individual constituents. This is something that will perhaps become clearer in the chapters that follow, where I describe a language school as a complex system.3 In this description, I do not concern myself with an exact specification of the system’s boundaries or an inventory of the components which could potentially be included in its definition. What I will describe, instead, are the outcomes of their interaction, or — put differently — the phenomena that I observe in the collective activity of the school. In such a holistic description, borders and inventories are of secondary importance.
Recommended citation
Kostoulas, A. (2018). A language school as a complex system: Complex systems theory in English language Teaching (pp. 20–21). Peter Lang.
Notes
- Complex Systems Theory? Complex Dynamic(al) Systems Theory? Complexity? A number of terms have been used in the literature, although by 2026 (when I am writing this footnote), CDST seems to be a preferred term. In my own writing I tend to use these terms interchangeably, although I will sometimes use ‘complexity’ to talk about a way of thinking and CDST to describe the theory as a set of methods and propositions. ↩︎
- When writing these lines, in the mid-2010s, I tended to think of complex systems as webs of relations between items, and I contrasted this with inventories (an approach that I considered wrong). This later evolved into a more nuanced position, where structural, relational and intentional perspectives are three complementary perspectives for viewing complex systems. ↩︎
- The “chapters that follow” are, of course, the ones in the book from which this extract came. I think they still do a reasonably good job exemplifying one way to describe complex systems in language education. More recently (2026), I have found more value in a different approach to addressing the “boundary problem”: by shifting attention to its intentionality, that is, what it is about or the direction towards which all the components are pulling. ↩︎
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If you enjoyed reading this post, you might also want to take a look at the following extracts from the book:
- Describing a school as a complex system
- A Language School as a Complex System: Why did I write this book?
My publishers would also like you to know that the book can be ordered through Amazon, or directly from their website. I have kept the price down by forfeiting any royalties, and I hope the book’s content justifies the modest investment. Alternatively, feel free to use the social sharing links below to share this information with anyone who might be interested.
Intentionality, Language Education and Complex Dynamic Systems
This post introduces intentionality, a concept that helps us rethink how complex dynamic systems are constructed in language education research.
The Languages Education Iceberg: Understanding participation and outcomes in language education
Language education is often described as being in crisis, but the picture becomes more nuanced if we look closer. This post explores how Complexity Theory helps us see why some schools thrive while others struggle, and what that means for the future of languages education.
Complex Dynamic Systems Theory in Language Education
This post provides an overview of Complex Dynamic Systems Theory, as used in language teaching and learning. It provides a historical overview, a description of the theory and an outline of three major strands of complexity-inspired scholarship.
Questions and Answers about complex systems in ELT
Why is it difficult to define a school as a complex system?
A school (or class, or whatever entity we wish to study in language education) appears to have clear boundaries, such as its buildings, fences, timetable and enrolment records. These boundaries, however, do not fully capture the processes that shape what happens within it. Policies, family practices, social attitudes and cultural expectations cross these apparent borders, making the limits of the system inherently fuzzy.
What does it mean to say that the boundaries of a complex system are “fuzzy”?
Saying that the borders of a system are ‘fuzzy’ means that there is no completely objective or unambiguous way to determine what belongs inside the system and what belongs outside it. For example, an educational policy may be developed outside the school but influence teachers’ decisions and students’ experiences within it. In this sense, some influences are simultaneously external and internal.
How can we study a complex system in language education if its boundaries are unclear?
What we can do is focus on the system’s collective activity and observable outcomes rather than attempting to define its borders with absolute precision. The aim is to describe recurring patterns, processes and emergent phenomena at the level of the system as a whole. In a later publication, The Intentional Dynamics of TESOL, Juup Stelma and I discuss the boundary problem in more depth, and how focusing on the system’s intentionality (what it is directed towards) can provide a way out of it..
Does this mean that system boundaries are irrelevant?
No. If you want to study an entity in language education through a complexity lens, you still need to make practical decisions about the scope of your analysis. The point is that these boundaries should be treated as analytical choices (products of our mind’s capacity to make meaning) rather than as fixed divisions that exist unambiguously in the real world. In this sense, the system does not exist in the real world, in the sense that doors, cars and attractive waitresses do; it is a conceptual construction that explains something.
Summary
- Defining the boundaries of a complex system such as a school is difficult, even when physical and temporal limits appear clear.
- Contextual influences (including policy decisions, parental activity, social expectations and ideologies) may originate outside the school while also being embodied within it.
- A school cannot be understood simply by listing its members or material components; it also consists of resources, beliefs, traditions and the relationships connecting them. This creates the ‘boundary problem’, the challenge of unambiguously defining the borders of a system.
- A holistic analysis therefore focuses less on fixed boundaries and exhaustive inventories, and more on the collective phenomena that emerge through interaction within the system.
Additional reading
Books and articles
- Stelma, J. & Kostoulas, A. (2021). The Intentional Dynamics of TESOL. De Gruyter Mouton.
- Stelma, J. & Kostoulas, A. (2024). Revisiting complex dynamic systems theory: Empowering language teachers and teaching. TESOL Journal, 15(3), e790.
- Kostoulas, A. & Stelma, J. (2026). Complex Dynamic Systems Theory in language education. In H. Nesi & P. Milin (Eds.), International Encyclopedia of Language and Linguistics (3rd Edn, Vol.8, pp. 596-599). Elsevier. [PrePrint] [contact me for the final version]
Blog posts

About me
Achilleas Kostoulas is an applied linguist and language teacher educator at the Department of Primary Education, University of Thessaly, Greece. He holds a PhD and an MA in Teaching English to Speakers of Other Languages from the University of Manchester, UK and a BA in English Studies from the National and Kapodistrian University of Athens, Greece.
His research explores a wide range of issues connected with language (teacher) education, including language contact and plurilingualism, linguistic identities and ideologies, language policy and didactics, often using Complex Dynamic Systems Theory to tease out connections between them. Some of his work includes the research monograph The Intentional Dynamics of TESOL (2021, De Gruyter; with Juup Stelma) and the edited volume Doctoral Study and Getting Published (2025, Emerald; with Richard Fay), as well as numerous other publications.
Achilleas currently contributes to several projects that bring together his long-standing interests in language education, teacher development, and the social dimensions of language learning. As the coordinator of AI Lang (Artificial Intelligence in Language Education) expert team at the European Centre for Modern Languages of the Council of Europe, he is active in developing principles and resources to help educators make informed, pedagogically grounded use of AI in their teaching. He also leads the University of Thessaly team of ReaLiTea (Research Literacy of Teachers), a project that supports language teachers to engage with, and contribute to, educational research. Alongside these, he contributes to LocalLing (Revitalisation of Linguistic Diversity and Cultural Heritage), a Horizon-funded initiative for the preservation of heritage and minority languages globally.
In addition to the above, Achilleas is the (co)editor-in-chief of the European Journal of Education and Language Review, and welcomes contributions that explore the dynamic intersections between language, education, and society.
About this post
This blog is a space for slow, reflective thinking about applied linguistics, language education, professional development, and the role of technology in language teaching and learning. Transparency about process, tools, and authorship is part of that commitment.
- I wrote this post on 8 August 2018, to coincide with the publication of the Language School as a Complex System book. An update on 19 July 2026 added the Related Posts, Summary and About sections, as well as some footnotes.
- Artificial intelligence was used, in a limited way, for copyediting and SEO.
- The views expressed here are personal and do not necessarily reflect those of the University of Thessaly or any other entity with which I am affiliated.
- The featured image, a photo of my book resting on my shelf, is my own work.



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