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 Cornell University
Year 2021-2026
Publisher Cornell University
Kind of work course
Discipline Systems Science
Secondary disciplines Public Policy
Reading level beginner
Kind of engagement applications
This Cornell Institute for Public Affairs profile describes how Derek and Laura Cabrera incorporated systems thinking, systems mapping, and systems leadership into Cornell’s Master of Public Administration curriculum. It presents these approaches as tools for helping future public-policy professionals understand complex systems, analyze “wicked problems,” and apply systems thinking to organizations, leadership, management, and policy.
The article presents systems thinking as a practical analytical capacity for confronting complex public-policy and organizational problems. The Cabreras emphasize developing both mastery of systems thinking and metacognition, giving students conceptual and technological tools they can continue using professionally. They also argue that reflection and modeling of one’s experience are important for professional development and that solving major societal problems requires the ability to understand and lead complex organizations.
Brooks School chose Cabrera's work for their Systems Thinking graduate level offering
The article describes two systems-oriented courses taught by the Cabreras in Cornell’s MPA program. Systems Thinking in Public Affairs gives students systems-thinking concepts and systems-mapping tools for analyzing complex public problems, while Organizational Design, Change, and Leadership applies systems principles to organizations, leadership, management, and cultural change. The Cabreras also describe a two-year Systems Thinking and Mapping certificate for students pursuing a more intensive systemic approach. Beyond teaching, they report an NSF Small Business Innovation Research (SBIR) project investigating how artificial intelligence and machine learning might enhance cognition and metacognition and help quantify thinking processes.
The Brooks School selected DSRP for its graduate systems thinking offering in the Master of Public Administration program, alongside systems mapping and systems leadership.
Patterns it shows D, S, R, P
How to cite this Cornell University (2021-2026). Cornell University Brooks School of Public Policy Systems Thinking Course. Cornell University.