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.
Schilling and Grohs, 2023, IEEE Frontiers in Education Conference (FIE 2023); Department of Engineering Education, Virginia Tech (NSF PAR) — Education
Patterns: Relationships, Perspectives
Draws on Cabrera's DSRP as a domain-general account of systems thinking to design and pilot a new assessment instrument for K-12 learners.
Existing K-12 assessments are domain-specific and transfer poorly; the tool measures identifying contextual and technical aspects, stakeholders and their needs, goals, and unintended consequences, piloted on problems relevant to students' own lives.
An IEEE Frontiers in Education work-in-progress developing a domain-general tool to assess systems thinking in K-12 settings, adapted from a published undergraduate instrument.
Systems thinking is a skill that enables students to grapple with complex problems, often to which there is no clear problem definition or solution, there are many stakeholders, and there are many systems involved (e.g. sociotechnical or socioecological systems). Fostering the development of systems thinking skills is crucial as the problems students encounter in their lives, and in formal and informal educational settings, are increasingly complex. Ongoing research points to the need for more domain-general tools to assess systems thinking in a variety of K-12 settings. Many existing tools or methods used to assess systems thinking in K-12 are often domain specific (e.g. the water cycle in environmental science) and do not always transfer well to more complex problems across content areas. Furthermore, grounding the development of systems thinking skills in the locally relevant contexts that inform and affect students' day-to-day lives also offers the opportunity for students to engage in problems they find interesting and in which they may connect more deeply. This work-in-progress paper presents the development of a general tool informed by existing research in systems thinking and pedagogical practices in K-12 settings. The initial tool development is based on an existing published tool that has been used in undergraduate settings that challenges students to consider an ill-structured problem based on a real world scenario, in which a rubric was defined and applied to measure different systems thinking competencies. The existing tool measures students' ability to identify various contextual and technical aspects of a problem, to identify various stakeholders and stakeholder needs, and to identify short-term goals, long-term goals, and unintended consequences of potential solutions. Knowledge and experience from the development of this tool will be used to pilot an assessment with K-12 students to measure their systems thinking skills in problems that are relevant to them and their experiences.
These researchers were not testing DSRP. The finding is theirs; the correspondence to DSRP is drawn by this site.