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.
Null, B. S., 2026, Doctoral dissertation, Texas A&M University–Texarkana — Education
Patterns: Distinctions, Systems, Relationships, Perspectives
An external doctoral dissertation using Cabrera & Cabrera's DSRP model as its theoretical framework to diagnose how organizational-capacity differences shaped two Texas districts' implementation of a state education mandate (HB 4545) — an independent, empirical application of DSRP.
The study identified three central themes: “Capacity as a Multidimensional System,” “Compliance-Implementation Gap,” and “Silenced Voices in Policy Implementation.” The cross-case analysis also distinguished between universal patterns and capacity-driven patterns, showing that policy implementation depended not on a single resource or requirement, but on interacting organizational conditions and the perspectives included—or excluded—from the process.
This comparative case study examined how differences in organizational capacity affected two Texas school districts’ ability to implement the accelerated-instruction requirements of House Bill 4545. Using the DSRP model of systems thinking, the study compared a large, affluent district with a smaller, resource-limited district and explored how overlapping policy demands shaped the gap between policy and classroom practice.
History is riddled with educational policy containing unfunded mandates and complicated interventions. The lack of involvement from educators in creating these policies is welldocumented. When outcomes do not yield intended results, school districts are often held accountable for explaining their deficiencies. Rather than revisiting the "why" of failure, more policy follows. Why is there so much research that proves failure and so little research that proves success? Ultimately, there is failure within the systems. Policy systems fail because they appear ineffective. Educational systems fail because student achievement is minimal. Understanding how organizational capacity impacts implementation is critical in solving this policy-to-practice gap. This exploratory intrinsic comparative case study explored how organizational capacity and overlapping policy demands impacted the implementation of Texas House Bill 4545’s accelerated instruction mandates at two contrasting districts during 2021-2023. One sample district was large and affluent with an abundance of resources, and the other sample district was small with limited resources. This study used Cabrera and Cabrera’s (2022) DSRP model of systems thinking to explore how differences in organizational capacity determined school districts’ abilities to implement HB 4545’s required mandates. Semi-structured interviews with district-level, campus-level, and classroom-level participants along with document analyses provided the basis of data collection. Hybrid coding followed by within-case analysis and cross-case analysis were used during data analysis.
These researchers were not testing DSRP. The finding is theirs; the correspondence to DSRP is drawn by this site.