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 Berg Wig, Bjarne
Year 2021
Publisher Medium (self-published)
Kind of work article
Discipline Business & Management
Secondary disciplines Cognitive Science
Kind of engagement public
Applied false
Berg Wig argues that most people, in Norway and elsewhere, do not think in systems, and that the obstacle is the belief that systems thinking is complicated rather than complex. He sets out to show that it can be practiced daily.
An argumentative essay of about eight sections. It opens on the difference between problem handling and problem solving, using yo-yo dieting as the image for symptom-focused fixes, then defines systems through weather, cross-country skiing and the family, with an iceberg figure for hidden factors. It moves through Deming's introduction of systems thinking to Japanese leaders in the 1950s and the removal of underlying causes of variation, Heraclitus and dialectical thinking, and Kahneman and Tversky's System 1 and System 2, before presenting the four simple rules, a self-directed exercise built on them, a learning loop the author developed with colleagues at LOS Norge, and a closing section on Lean and the role of the sensei.
Berg Wig concludes that systems thinking is a thinking muscle that strengthens with practice and that the brain already uses the four rules. He states them as: any idea or thing can be separated from other ideas or things; every idea or thing must be seen as part of a whole system; every idea or thing can be related to other ideas or things; any idea or thing can be seen from different perspectives. His exercise asks the reader to write down a current mental model of a problem and then ask what it is and what it is not, what larger system it is part of, what relationships and cause-effect links are present, and how it looks from other angles, observing the problem as directly as possible while asking. He proposes a loop of visible information, dialogue and practice as the 'DNA code' of a learning organization, and argues that Lean is a system for learning in which a sensei teaches leaders to think better rather than installing methods.
Berg Wig treats DSRP as a daily practice rather than a theory to be assessed, and his one-line statements of the four rules are accurate. What he adds is the pairing with two other bodies of work: he places the rules as the System 2 labor that has to override System 1's filtering of unfamiliar ideas, and he reads Deming's insistence on seeing the whole value chain as one system as the systems rule applied to production. Both are fair uses. His exercise is metacognition in the sense the theory intends, since it works on a written-down mental model rather than on the problem directly. It also thins the framework in one respect: the identity-other pair survives in the distinction question, but systems, relationships and perspectives each reduce to a single prompt, so part and whole, action and reaction, and point and view do not appear as paired elements. A reader who practiced only this exercise would get the four patterns without the structure inside each one.
Patterns it shows D, S, R, P
Added 2026-10-09
How to cite this Berg Wig, Bjarne (2021). A World of Systems Thinkers?. Medium (self-published).