The Universal & Atomic Elements of Organization
A falsifiable scientific theory proposing that the same irreducible structures organize both thought and reality — from the quantum to the social scale.
O-Theory proposes that four irreducible structures — Distinctions, Systems, Relationships and Perspectives (DSRP) — form the universal grammar of organization. Rather than being merely useful ways of thinking, these structures are hypothesized to be the atomic elements from which every organized phenomenon emerges, whether in cognition, biology, physics, mathematics, society, or the cosmos.
| D | S | R | P |
| Distinctions | Systems | Relationships | Perspectives |
| Identity ↔ Other | Part ↔ Whole | Action ↔ Reaction | Point ↔ View |
| D := (i ↔ o) | S := (p ↔ w) | R := (a ↔ r) | P := (ṗ ↔ v) |
This is a living scientific evidence compendium: an open, continually evolving collection of independent empirical research, formal theory, mathematical proofs, cross-disciplinary analyses, applications, critiques, and proposed falsifications. Every entry is included because it supports, refines, challenges, or attempts to falsify the theory.
Scientific theories are strengthened not only by evidence that confirms their predictions, but also by surviving attempts to falsify them. This compendium brings both together: independent evidence from researchers who were not testing DSRP and proposed counterexamples evaluated against the formal theory.
One counterexample is enough to falsify O-Theory. Until then, the question remains: do the same four structures organize everything from quantum systems to human thought?
Independent convergence is one of the strongest forms of scientific evidence because researchers arrive at the same conclusion while investigating different questions for different reasons.
The number is not the point. Researchers in different fields, studying different questions with different methods, repeatedly arrived at the same structural predictions—almost always without testing DSRP or using its language.
Try a different term or clear the filters.
This compendium began as the peer-reviewed literature review “A Literature Review of the Universal and Atomic Elements of Complex Cognition,” published in the Journal of Systems Thinking with 109 studies. That paper is the peer-reviewed foundation. What you see here is its living, continuously updated version . New studies are checked before they are added, and the collection now holds and keeps growing. Open any card to see what the researchers found, why it bears on DSRP, and where the original review discusses it, the fuller account.
The collection is updated continuously, so the citation carries the date you consulted it rather than a study count — the count changes weekly, and putting it in the reference would make the same collection look like a different work to everyone who cites it. To cite a single claim or study, use its own address: every one has a permanent link.
This is the adversarial half of the compendium. Where the evidence track asks what converges on DSRP, this one asks what would end it: a single organized phenomenon whose structure needs a fifth pattern, a ninth element, or a fifth structural dynamic. It holds written up from candidates across territories, and resolutions — the general answers those cases settle against. Every case is published whether it held or failed, including the ones still open.
Cite this rather than the evidence collection when the point is what survived attack. The two are separate works with separate addresses: one asks what converges on the theory, the other asks what would end it, and a reference to the first does not support a claim about the second. Case and resolution numbers change when the record is revised, so cite a case by its own permanent link rather than by number.
This collection is meant to keep growing. Send us a study, paper, book or critique that bears on DSRP, whether it supports the theory or cuts against it, and we will read it and decide whether it belongs.
Authors Caredda, Sergio
Year 2019
Publisher The Intentional Organisation (Medium)
Kind of work press
Discipline Business & Management
Secondary disciplines Systems Science
Kind of engagement public
Applied false
To argue that systems thinking is a skill individuals and organizations can deliberately develop rather than a toolkit of methods, and to give managers a practical way to build it in themselves and in others.
An essay in a 'Build your Skills' series on future-of-work capabilities. Caredda contrasts the system-dynamics lineage running from Jay Forrester, which he characterizes as focused on methods and modelling, with a patterns account of the underlying skill. He takes DSRP as that patterns layer, converts each pattern into a pair of questions to run on any issue, and closes on the organizational problem of developing the skill in a linear-thinking workplace, drawing on a tactics table from Ollhoff and Walcheski.
Caredda concludes that systems thinking is a developable skill, that it is especially needed during technological disruption, and that it demands sustained effort. He warns that a systems thinker can be isolated in an organization that thinks linearly, and that holding too many options in view can produce decision paralysis. He recommends beginning by moving from symptoms to root problems, and points readers to Daniel Kim's introduction as an entry point.
An organization-design essay that adopts DSRP as the pattern layer of systems thinking treated as a developable skill, restating each pattern with its co-implied pair and turning the four into a question set for working through any issue.
Caredda writes that he likes the approach Derek Cabrera identified, 'that has defined the basic patterns of System Thinking through an Acronym: DSRP,' and credits Systems Thinking Made Simple for detailing them. He gives each pattern with the pair it co-implies: 'Making Distinctions – which consist of an identity and an other'; 'Organizing Systems – which consist of part and whole'; 'Recognizing Relationships – which consist of action and reaction'; 'Taking Perspectives – which consist of point and view.' He then synthesizes them, writing that thinking is primarily about making sense of the parts through distinctions, of the context through how parts relate to the whole, and of their relationships in all directions. On perspectives he adds that having a point of view is where thinking becomes systematic, synthesizing observation into accurate judgement. He reproduces the part-whole balance argument, that breaking things down into parts is itself an act of systems thinking 'as much as seeing things in the context of their whole,' and that 'A healthy part-whole balance is a necessary aspect of systems thinking.' The four patterns are then set out as questions to apply to any issue: what is and is not X; whether X has parts and whether X can be thought of as a part; whether X is related to Y and whether X can be thought of as a relationship; and what the issue looks like from a named perspective and from a different one. He specifies that these are applied in an iterative loop rather than a linear sequence. The piece embeds a video of Cabrera defining systems thinking.
The restatement is accurate on the point secondary accounts most often garble: each pattern is given with the pair that co-implies it, and the part-whole balance argument is reported as the theory makes it, with reductionism as an act of systems thinking rather than its opposite. The question set matches the form used in the Cabreras' own teaching materials, and the instruction to run it iteratively rather than as four steps forecloses the most common misreading of the theory as a procedure. One framing is narrower than the theory: presenting DSRP as the patterns layer of an acquirable skill treats the four as a competence a person builds, where the theory holds them to be the structure thinking already has, with training aimed at metacognitive awareness of patterns already in use.
Patterns it shows D, S, R, P
Added 2026-10-19
How to cite this Caredda, Sergio (2019). Build your Skills: Systems Thinking. The Intentional Organisation (Medium).