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.
Authors Roth et al.
Year 2026
Publisher Pedagogy, Culture & Society (Taylor & Francis)
Kind of work article
Discipline Education
Secondary disciplines Sociology
Reading level technical
Kind of engagement scholarly
Read it at the publisher 10.1080/14681366.2026.2678550
In an era of super-complexity, where wicked problems resist straightforward solutions and the very frameworks for producing knowledge are contested, transformative learning is not a pedagogical option but a necessity. Without the capacity for systemic, transdisciplinary thinking, learners risk being overwhelmed by information complexity, susceptible to misinformation, and unable to act meaningfully on the challenges they face. This paper argues that Interactive Digital Narratives (IDNs) offer a distinctive pedagogical instrument for bridging this gap: by immersing learners in nonlinear, perspective-shifting narrative experiences, IDNs can cultivate the critical literacies and systemic sensibilities transformative learning requires. However, realising this potential demands a principled framework for design and implementation. We introduce two connected contributions: the concept of Systemic Learning IDNs, which narrative experiences explicitly designed support learners in exploring complex systems, and CLASS framework, a structured model integrating systems thinking, design and interactive storytelling to guide their creation and use. Applying CLASS contrasting case studies, a commercial narrative simulation and student-developed educational prototype, we demonstrate how IDNs be designed deployed to foster media literacy, systemic thinking, and collaborative problem-solving across disciplinary contexts. The paper offers both conceptual grounding and practical recommendations for educators seeking to implement transformative, systems-oriented learning increasingly complex world.
The authors examined how interactive digital narratives can be used to help learners understand complex systems, evaluate information, explore competing perspectives, and reason through the consequences of decisions. They developed the CLASS framework, which integrates systems thinking, design thinking, and interactive storytelling, and applied it to two narrative simulations used for learning.
The authors show how “Systemic Learning IDNs” can create learning environments where students explore interdependencies, multiple perspectives, trade-offs, and systemic consequences through experience rather than instruction alone. Their CLASS framework emphasizes curiosity, lens & scope, agency, scaffolds, and sandboxes as conditions that support systemic understanding, perspective-taking, reflective judgment, and media literacy.
Builds DSRP into the CLASS framework, a transdisciplinary model combining systems thinking, design thinking and storytelling for teaching media literacy.
Builds DSRP into the CLASS framework, combining systems thinking, design thinking and storytelling for teaching media literacy, in Pedagogy, Culture & Society.
Patterns it shows D, S, R, P
Added 2026-08-14
How to cite this Roth et al. (2026). Stories and systems: educational interactive storytelling to foster media literacy and systemic thinking. Pedagogy, Culture & Society (Taylor & Francis).