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 Rakoczy et al.
Year 2018
Publisher British Journal of Psychology
Discipline Human Development
Read it at the publisher 10.1111/bjop.12246
How does perspective‐taking develop over the lifespan? This question has been investigated in two separate research traditions, dealing with theory of mind (ToM) and wisdom, respectively. Operating in almost complete isolation from each other, and using rather different conceptual approaches, these two traditions have produced seemingly contradictory results: While perspective‐taking has been consistently found to decline in old age in ToM research, studies on wisdom have mostly found that perspective‐taking remains constant or sometimes even increases in later adulthood. This study sought to integrate these two lines of research and clarify the seemingly contradictory patterns of findings by systematically testing for both forms of perspective‐taking and their potential cognitive foundations. The results revealed (1) the dissociation in developmental patterns between ToM perspective‐taking (declining with age) and wisdom‐related perspective‐taking (no decline with age) also held – documented here for the first time – in one and the same sample of younger versus older adults; (2) this dissociation was of limited generality: It did not (or only partly) hold once the material of the two types of tasks was more closely matched; and (3) the divergent developmental patterns of ToM perspective‐taking versus wisdom‐related perspective‐taking could be accounted for to some degree by the fact that only TOM perspective‐taking was related to developmental changes in fluid intelligence.
To explore and re-evaluate the past research that found that performance on theory of mind exercises declined with age, while tests on wisdom stayed relatively consistent with age.
Through their experiments and evaluation, they found that this discrepancy could be due to, “the pattern of diverging developmental trends in perspective-taking measured in the established ToM [Theory of Mind] versus wisdom tasks is not necessarily specific to perspective-taking as such, but might reflect the general pattern of the development of cognitive capacities over the lifespan.” In fact, the negative correlation disappeared with the theory of mind studies when they accounted for the difference in processing speed as one ages. They also found that when changing both tests to have novel ways of measuring theory of mind and wisdom performance, the performance difference due to age disappeared (practically), indicating that there could be something to the tests that made them difficult or not interesting to the older adults in the test.
This indicates that theory of mind (and therefore Perspective taking) is a part of cognition throughout the human’s whole life.
Rakoczy et. al. 2018 explored and re-evaluated the past research that found that performance on theory of mind exercises declined with age, while tests on wisdom stayed relatively consistent with age. Through their experiments and evaluation, they found that this discrepancy could be due to, “the pattern of diverging developmental trends in perspective-taking measured in the established ToM [Theory of Mind] versus wisdom tasks is not necessarily specific to perspective-taking as such, but might reflect the general pattern of the development of cognitive capacities over the lifespan.” In fact, the negative correlation disappeared with the theory of mind studies when they accounted for the difference in processing speed as one ages. They also found that when changing both tests to have novel ways of measuring theory of mind and wisdom performance, the performance difference due to age disappeared (practically), indicating that there could be something to the tests that made them difficult or not interesting to the older adults in the test. This indicates that theory of mind (and therefore Perspective taking) is a part of cognition throughout the human’s whole life.
Patterns it shows P
How to cite this Rakoczy et al. (2018). Theory of mind and wisdom: The development of different forms of perspective-taking in late adulthood. British Journal of Psychology.