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 Rachel Gibson
Year 2024
Publisher Villages in Partnership
Kind of work article, casestudy
Discipline Public Policy
Kind of engagement scholarly
Applied false
To examine whether and how a nonprofit working on extreme poverty in Malawi uses systems thinking in practice, and to show that its decision-making process can be mapped onto the DSRP model even though the organization does not use that vocabulary.
Villages in Partnership, a nonprofit operating in the Sakata region of Malawi, examined through an interview with Aaron Shaver, the organization's Digital Operations Specialist, together with organizational documents and household survey results reported by the organization.
A short qualitative case analysis written as a doctoral paper. The author interviewed a staff member about how the organization sets priorities and designs interventions, then mapped the described practice onto each of the four DSRP patterns in turn, drawing additionally on organizational reporting including a household survey of living conditions that used indicators such as diet variety, housing materials, and transportation access.
The author concludes that the organization's process can be mapped using the DSRP model despite the absence of explicit systems thinking terminology, and that its six integrated program areas of water, food security, education, health care, infrastructure, and economic development reflect an interconnected-root-causes approach to poverty. The organization's own reported figures include approximately 90 percent of people in partner villages having convenient access to clean water, against a substantially lower national average, and measurable upward movement on the organization's "economic opportunity slide" for families using three or more interventions.
A practitioner case analysis arguing that a poverty-focused nonprofit in Malawi already works in the four DSRP patterns without naming them, using the model as a retrospective lens on how the organization sets priorities and designs interventions.
Patterns it shows D, S, R, P
Added 2026-10-01
How to cite this Rachel Gibson (2024). Thinking Holistically. Villages in Partnership.