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.
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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.
Brina Kurent; Stanislav Avsec, 2025, Education Sciences (MDPI), Faculty of Education, University of Ljubljana — Education
Patterns: Distinctions, Systems, Relationships, Perspectives
Students in the experimental group perceived technology and engineering as significantly less difficult than the control group. The systems-thinking condition significantly predicted change in perceived difficulty (p = .003, partial η² = .22). The authors conclude that the technology-enhanced, systems-thinking-based model positively influenced students' attitudes, particularly by reducing perceived difficulty and supporting interest in technology.
Students in the experimental group perceived technology and engineering as significantly less difficult than the control group. The systems-thinking condition significantly predicted change in perceived difficulty (p = .003, partial η² = .22). The authors conclude that the technology-enhanced, systems-thinking-based model positively influenced students' attitudes, particularly by reducing perceived difficulty and supporting interest in technology.
A quasi-experimental study of 44 pre-service preschool teachers testing whether a technology-enhanced engineering course built around DSRP systems thinking changes students' attitudes toward design and technology. The experimental group used DSRP alongside flowcharts, concept maps, the iceberg model, and digitally supported activities; the control group received the traditional course approach.
The aim of this study was to investigate the changes in students’ attitudes towards de- sign and technology in different Information and Communication Technology (ICT)-based learning environments for technical and engineering subjects. Students’ positive attitudes towards the subject can promote deeper knowledge transfer and reduce anxiety about technology. Teachers who have a positive attitude towards the subject tend to promote a high-quality learning process. A total of 44 students participated in this study, with the experimental group and the control group each consisting of 22 students. For this study, we used a quasi-experimental research design with pre- and post-tests and a control variable for ICT engagement. The results suggest that the technology-enhanced systems thinking approach has significant effects on perceptions of the difficulty of technology and engi- neering differences in students’ attitudes towards design and technology, while perceived autonomy in ICT use can increase motivation and engagement. Feeling competent in ICT use may increase perceived interest, awareness, and aspirations for design and technology and reduce tediousness and gender differences in technology and engineering. Keywords: design; technology and engineering; technology-enhanced systems thinking; attitudes towards design and technology; ICT engagement; technology teacher education
These researchers were not testing DSRP. The finding is theirs; the correspondence to DSRP is drawn by this site.