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.
Authors Valdés Garciatorres, Jorge
Year 2024
Publisher Ingeniosi Staffing
Kind of work article
Discipline Business & Management
Kind of engagement public
Applied false
To argue that remote, hybrid and on-site work should be analyzed as interconnected systems rather than as three options to choose between, and to carry out that analysis using DSRP. The author introduces the framework as "The DSRP model, developed by Cabrera & Cabrera (2015)" and says it "encourages us to explore four key components: Distinctions, Systems, Relationships, and Perspectives."
A staffing-company blog post structured as four analytic sections, one per pattern, taken in order. Distinctions defines each of the three work models. Systems examines technology, company culture, employee well-being and productivity. Relationships links the work models to talent retention, collaboration and innovation, and client and business needs. Perspectives compares the views of employees, organizations and society, including cost, talent access and environmental effects. The post cites Systems Thinking Made Simple and credits the Cabrera Research Lab.
The author concludes that "The DSRP approach provides a comprehensive framework" for the question, and that no single work model fits every organization: companies should find a balance suited to their goals, culture and workforce. The analysis is argued from the framework rather than from data, and no case, survey or measurement is reported.
A staffing-industry post that runs the remote, hybrid and on-site work question through all four DSRP patterns in sequence, defining the three models, then their containing systems, then their consequences for retention and collaboration, then the differing views of employees, organizations and society.
The post is one of the fuller practitioner applications of the whole framework rather than a single pattern. Each section does what its pattern names. The Distinctions section separates the three work models and says what each is and is not — location flexibility for remote, a mix for hybrid, structure and in-person contact for on-site — before any claim is made about which is better, which is the correct order of operations. The Systems section asks what each model is part of, naming technology, culture, well-being and productivity as the containing systems rather than treating the work model as a self-contained choice. The Relationships section is the most consequential: it connects the models to talent retention, to collaboration and innovation, and to client and business needs, which is where the author's conclusion that there is no single right answer comes from. The Perspectives section sets employee, organizational and societal vantages against each other, including the environmental consequences of commuting, so that the same arrangement is shown costing different things depending on who is looking. What the post does not do is treat the patterns as simultaneous. It presents them as an ordered procedure — "The next step in the DSRP approach is to analyze these models as systems," then "Next step under this approach would be understanding Relationships," then "Now it's time to adopt different perspectives." The analysis is the better for being thorough, but the sequencing is the author's organizing device rather than something the framework supplies.
Valdés Garciatorres gets the content of each pattern right and, unusually for a practitioner piece, applies all four rather than borrowing one. The order he happens to follow is also sound practice: he fixes what the three work models are before asking what they are part of, which avoids the common error of debating a thing whose boundaries were never agreed. The framework is nonetheless presented as a four-step procedure, with each pattern introduced as the next step after the last. That is not what DSRP claims. The four patterns are co-implicated and operate simultaneously — a distinction is always drawn from a perspective, and a system's parts are themselves distinctions — which is why the theory describes rules rather than stages.
Patterns it shows D, S, R, P
Added 2026-10-20
How to cite this Valdés Garciatorres, Jorge (2024). A Systems Thinking Approach to Navigating the Future of Work: Remote, Hybrid, and On-site. Ingeniosi Staffing.