These references are incomplete by design. There are too many influences to list honestly, and any attempt to be comprehensive would be misleading. What follows is a partial record: people and ideas that came to mind, written down as they surfaced. The page will grow, unevenly, over time.
A note on how this list was compiled: I have not read everything here, and I have not studied every organisation in depth. Some of these thinkers I know well; others I have encountered at a distance, through a chapter, a talk, or something written by someone else. Influence does not always require immersion. You can recognise resonance from dipping in. At some point you develop your own sense of what fits and what does not, and that sense is itself a form of knowledge, even when it is hard to account for precisely.
These lists also represent only a fraction of what has actually shaped this work. Studies in music, environmental forestry and business administration have all contributed, as has a long engagement with philosophy across several traditions. Years of reading in organisational strategy, management, startups and ways of working have fed into it too. There are too many of those influences to list usefully, and they do not all map neatly onto this field. What this page represents is not a full account of influences, but a map of the territory where this work sits: the field and tradition it belongs to, as best I can describe it.
The thinking behind this work does not exist in isolation. These are some of the people, ideas and organisations that have shaped it, and the broader landscape in which it sits.
The lineage: foundational thinkers
Cybernetics and systems
Norbert Wiener — The Human Use of Human Beings. Founder of cybernetics: the science of communication and control in systems, whether mechanical, biological or social. The idea that feedback is central to how any system regulates itself begins here.
W. Ross Ashby — An Introduction to Cybernetics. Formulated the Law of Requisite Variety: a system can only be controlled by something at least as complex as itself. One of the most underused ideas in management.
Stafford Beer — Brain of the Firm. Applied cybernetics to organisations. Developed the Viable System Model: a framework for understanding what a system needs in order to survive. His work on why organisations cannot see clearly from inside themselves is directly relevant here.
Heinz von Foerster — Second-order cybernetics. Introduced the observer into the system: not just how systems work, but how the act of observing shapes what is seen. The epistemological implications for organisations are significant and mostly unexplored.
Humberto Maturana and Francisco Varela — The Tree of Knowledge. Developed the concept of autopoiesis: living systems that produce and maintain themselves. Their work on how cognition and structure are inseparable has influenced both biology and organisational theory.
Gregory Bateson — Steps to an Ecology of Mind. The relationship between how we frame a problem and what we can do about it. Bateson’s work bridges epistemology, ecology and communication in ways that remain ahead of most current practice.
Donella Meadows — Thinking in Systems. The clearest introduction to leverage points and system dynamics. Her work on where systems resist change, and where small interventions shift large outcomes, remains foundational.
Jay Forrester — Industrial Dynamics. Originator of system dynamics as a discipline. Showed that the behaviour of complex systems over time is shaped by their feedback structure, and that this structure is often invisible to the people inside them.
Operational research
A tradition of scientists and analysts who applied rigorous thinking not to agreed problems but to the question of whether the problem was correctly defined. The discipline emerged in Britain during the Second World War and remains a useful lineage for anyone working on frame failure.
Patrick Blackett (1897–1974) was a physicist who became one of the founders of operational research. His wartime analysis challenged Churchill’s bombing strategy on the grounds that it was solving the wrong problem. He argued, with evidence, that targeting U-boat infrastructure would do more damage to Germany’s war capacity than bombing civilian populations. He was ignored. He was right.
John Boyd (1927–1997) was a US Air Force pilot and strategist who developed energy-maneuverability theory, a mathematical framework for assessing aircraft performance that overturned existing procurement decisions. His later work produced the OODA loop, a model of decision-making under uncertainty that has been widely applied beyond military contexts. Boyd was largely self-directed, operated outside formal research structures, and faced sustained institutional opposition throughout his career. Robert Coram’s biography Boyd is the best account of his working method.
The Operational Research Society maintains a good overview of the discipline’s history and scope.
See also: the-right-question
Epistemology and philosophy of knowledge
Thomas Kuhn — The Structure of Scientific Revolutions. Knowledge advances not smoothly but through paradigm shifts. Directly applicable to how organisations get stuck in frames that once worked.
Michael Polanyi — The Tacit Dimension. We know more than we can tell. The kind of understanding that makes this work possible is largely tacit, built through practice and exposure rather than instruction. It cannot be fully written down, which is part of why it is hard to transmit and easy to underestimate.
James C. Scott — Seeing Like a State. How large institutions simplify the world in order to govern it, and what gets lost in the process. One of the clearest accounts of why organisations cannot see what does not fit their categories.
Herbert Simon — The Sciences of the Artificial. Bounded rationality: the idea that decision-making is always shaped by limits on information, time and cognitive capacity. A corrective to the assumption that organisations fail because people are not trying hard enough.
Owen Barfield — Saving the Appearances. Barfield argued that modern scientific thought mistakes its own abstractions — the appearances it constructs — for the full reality. His concept of participation, the felt and reciprocal relationship between the knowing subject and the known world, is primary, and has been progressively emptied out of Western understanding. The concept of a frame is a more practical, working version of what Barfield is pointing at philosophically; his account is the more complete one.
Daniel Kahneman — Thinking, Fast and Slow. The cognitive biases that shape institutional decision-making. Useful not as a complete theory but as a catalogue of the ways in which individual and collective reasoning goes systematically wrong.
Edgar Morin — Introduction to Complex Thinking. The French sociologist and philosopher who argued that Western thought has fragmented knowledge into disciplines in ways that prevent understanding of complex, living reality. Less well known in English-speaking contexts than he deserves to be.
The broader field of science and technology studies (STS) is also a key influence: how knowledge is produced, validated and made authoritative within institutions.
Ecology and living systems
C.S. Holling — Panarchy: Understanding Transformations in Human and Natural Systems. Developed the adaptive cycle: the insight that systems move through phases of growth, conservation, collapse and renewal. This applies as directly to organisations as it does to forests. His 1973 paper on ecological resilience remains one of the most important papers in this field.
Elinor Ostrom — Governing the Commons. How real-world institutions manage shared resources without top-down control. A corrective to the assumption that complex problems require centralised solutions.
Bateson’s work (above) also belongs here. The direction described in from optimised to resilient draws heavily on this field.
Organisational learning
Chris Argyris and Donald Schon — Organizational Learning and The Reflective Practitioner. Argyris and Schon developed the distinction between single-loop learning (fixing errors within existing assumptions) and double-loop learning (questioning the assumptions themselves). Their work on defensive routines — the ways organisations systematically avoid examining their own behaviour — is directly applicable here.
Peter Senge — The Fifth Discipline. Brought systems thinking into organisational practice. The learning organisation: one that continually develops its capacity to understand and shape its own situation. More widely cited than applied.
Karl Weick — Sensemaking in Organizations. How people in organisations make meaning from ambiguous situations, and how collective sensemaking shapes what an organisation can perceive and act on. Weick’s account of the Tenerife air disaster as an organisational failure of sensemaking is one of the most instructive case studies in the field.
Russell Ackoff — Ackoff’s Best. Systems thinker and management theorist. His distinction between doing the wrong thing righter and doing the right thing is central to this work. Improving efficiency within the wrong frame makes the problem worse, not better.
Peter Drucker — His writing on management begins with the belief that organisations must first decide what matters before they try to do it well. From there, he developed ideas about management by objectives, employee autonomy, customer focus and the central role of knowledge workers.
Social theory and institutions
Erving Goffman — Frame Analysis. How people and institutions organise experience through frames, and how those frames shape what can be seen, said and done. His work is the sociological complement to Bateson’s epistemological approach.
Pierre Bourdieu — The Logic of Practice. Developed the concepts of habitus and field: the ways in which social structures are reproduced through the dispositions of individuals who have internalised them. Relevant to understanding why organisations replicate their own problems even when trying to change.
Mary Douglas — How Institutions Think. Institutions, like individuals, have characteristic ways of knowing. They select what they will notice and what they will ignore. Douglas makes the argument that there is no such thing as purely individual thought in the social domain.
Organisations and institutes
Several organisations work in territory that overlaps, to varying degrees, with this practice. I am not affiliated with any of them and this is not an endorsement. Some I know well; others I am aware of at a distance. I mention them because people researching this kind of work will likely encounter them, and knowing they exist is useful context. Each takes a different approach, works at a different scale, or addresses a different part of the problem.
This practice is distinct in its focus: working at the perceptual and epistemological layer inside a specific organisation, with the aim of understanding why it cannot see or act on what it already knows. That is a more particular job than most of the work these organisations do, at least for now.
Complexity and sensemaking
The Cynefin Company — Founded by Dave Snowden. Works with the Cynefin framework for sensemaking and decision-making in complex environments.
International Bateson Institute — Founded by Nora Bateson. Research into interrelational dynamics between systems. Developed the concept of Warm Data: information about the relationships that give a system its integrity, rather than about its components in isolation.
Warm Data Lab — The public practice arm of the IBI’s work. A group process for exploring complex issues by attending to the relationships between contexts rather than isolating variables.
Santa Fe Institute — Interdisciplinary research centre for complexity science. Foundational work on emergence, adaptive systems and non-linear dynamics across biology, economics and social organisation.
UK Systems Society — Professional society for systems thinking and practice in the UK, covering theory, models and methodology.
System Dynamics Society — International organisation dedicated to system dynamics modelling, building on the foundational work of Jay Forrester at MIT.
Organisational learning and transformation
Presencing Institute — Founded by Otto Scharmer at MIT. Develops Theory U: a framework for shifting how individuals and organisations pay attention, with the aim of enabling systems transformation.
Reos Partners — International social enterprise working on complex, stuck challenges. Uses transformative scenario planning and social labs. Explicitly multi-stakeholder and cross-sector.
Society for Organizational Learning — Global network founded around Peter Senge’s work on learning organisations. Connects researchers, practitioners and organisations attempting to apply systems thinking in practice.
Tavistock Institute of Human Relations — London-based. One of the oldest organisations working at the intersection of social science and organisational practice. Founded after the Second World War, with deep roots in action research and the study of organisations under pressure.
Resilience science
Stockholm Resilience Centre — Joint initiative between Stockholm University and the Royal Swedish Academy of Sciences. Works on social-ecological resilience, planetary boundaries and the governance of complex systems.
Resilience Alliance — International research network studying resilience in social-ecological systems. Developed the adaptive cycle and panarchy concepts alongside Holling.
Schumacher College — Postgraduate education rooted in ecological thinking, systems theory and regenerative practice. Based in Devon.
Futures, strategy and social innovation
Forum for the Future — Sustainability non-profit working on systems change. Long track record in futures methods and transition design with businesses, governments and civil society.
Dark Matter Labs — Works on systemic transitions in cities and institutions. Focus on governance, the commons and enabling conditions for change.
Metabolic — Amsterdam-based. Works on systems thinking applied to sustainability transitions in cities and supply chains.
Systemiq — Systems change consultancy and investment firm working on climate, food and land use.
Moral Imaginations — Consulting practice focused on purpose, ethics and organisational transformation.
Demos Helsinki — Finnish think tank focused on societal transformation. Works at the intersection of governance, foresight and systems change.
Reos Institute — Research and learning arm of the Reos network, focused on transformative systems change and futures practice.
Doughnut Economics Action Lab — Founded by Kate Raworth. Applies doughnut economics thinking to organisational and city-level transformation, at the boundary of ecology, economics and systems change.
Philosophy, perception and social theory
Perspectiva — London-based charity. Describes itself as an urgent hundred-year project to improve the relationships between systems, souls and society. Works at the intersection of philosophy, education and social change. Particularly relevant for its focus on why inner and outer transformation are inseparable.
Emerge — Network and media platform associated with Perspectiva. Maps and connects people working at the edge of systems change, inner transformation and new social forms.
Academic research centres
UCL Institute for Innovation and Public Purpose — Founded by Mariana Mazzucato. Works on mission-oriented innovation, institutional design and the relationship between the state and systemic change.
MIT Sloan — System Dynamics Group — Home of system dynamics as a discipline. Foundational to understanding feedback, delay and non-linear behaviour in complex systems.
Santa Fe Institute — Listed above under complexity and sensemaking, but relevant here too as the leading academic home for complexity science across disciplines.
Complexity Science Hub Vienna — European research centre focused on data-driven complexity science and its application to societal challenges.
UK and policy-adjacent
The RSA — Royal Society of Arts. Long-standing institution with a fellows network and research programme covering systems change, social innovation and futures.
Nesta — UK innovation agency. Works across public sector reform, behavioural science and systems innovation. Substantial research into complexity and public policy.
Policy Lab — UK Cabinet Office team using design, ethnography and futures methods to improve government policymaking.
Institute for Government — Independent think tank working on government effectiveness and public sector reform.
Journals
Emergence: Complexity and Organisation — Transdisciplinary journal on complex social systems. Practitioner-facing.
Systems Research and Behavioral Science — Covers systems theory, cybernetics and complexity in applied settings.
Media
Tim Harford’s Cautionary Tales podcast — Stories of institutional failure, human error and the structural reasons things go wrong. Rigorous and accessible. Harford is also the author of Messy and The Undercover Economist.
This page will grow as the work develops.