Ayrosa, Savalli & Resende (2024) — Estudos de Psicologia (Natal)
Beyond Breeding: Re-Interpreting Paradigms in Domestic Dog Aggression Research
Published: July 8, 2026
Breed-specific legislation. Dangerous dog lists. Insurance exclusions. The public conversation around dog aggression has been dominated for decades by a single variable: breed. A new essay by Brazilian researchers proposes that this framing is not just incomplete — it is actively limiting our ability to understand, predict, and address aggression in dogs. And the alternative they propose changes the conversation significantly. 🐾
Researchers Flavio Ayrosa, C. Savalli, and Briseida Resende examined the existing literature on domestic dog aggression and identified a consistent pattern: most studies reduce aggression to a single predictive factor, most commonly breed, and approach it as a fixed behavioural trait rather than a dynamic, context-dependent response. The result is a body of research that repeatedly arrives at the same limited conclusions — and misses the most important dimensions of what aggression in dogs actually is.
What the Current Paradigm Gets Wrong
The dominant research paradigm treats dog aggression as something largely determined by genetics and learning history — a relatively stable profile that can be predicted from breed ancestry or past behaviour. Within this framework, the question asked is usually: which dogs are dangerous? The answer tends to resolve into breed lists, risk categories, and incident statistics that feel precise but explain very little about why any individual dog, on any individual occasion, behaved the way they did.
The researchers identify this as a dichotomous, urban-western view — one that separates animals into aggressive and non-aggressive categories, treats aggression as pathology rather than communication, and strips context from the analysis entirely. It is a framework built for liability and policy rather than understanding. And it produces research that is correspondingly limited in its practical value for the people who actually live and work with dogs.
Several factors consistently underrepresented in the literature are highlighted in the essay: skull morphology and its effect on sensory experience and communication capacity, body size and weight as variables that shape both the dog’s physical experience and the human response to their behaviour, caretaker relationship quality as a primary modulator of how and when aggression emerges, and cultural context — the fact that what counts as aggression, what triggers it, and how it is responded to varies significantly across human communities and dog populations worldwide.
Aggression as Social Communication 🔬
The reframe the researchers propose is fundamental. Rather than treating aggression as a behavioural deficit or a dangerous trait to be suppressed, they argue for understanding it as social communicative behaviour — a signal produced by a complex developing system in response to its environment. A dog does not aggress in a vacuum. They aggress in a context, toward a target, following a history, within a relationship, shaped by their physical experience of the world.
This view treats the dog as what the researchers call a complex developing system — continuously shaped by and shaping its surrounding environment. Aggression, within this framework, is not who the dog is. It is what the dog does when the conditions produce that response. Change the conditions, change the relationship, change the caretaker behaviour — and the system changes with it.
The implications for research are significant. Studies that control for breed while ignoring caretaker relationship quality, physical experience, cultural context, and developmental history are not measuring aggression. They are measuring one variable of a complex phenomenon and mistaking it for the whole. The essay calls explicitly for research that incorporates the full range of relevant factors — and for a move away from the single-cause explanatory model that has dominated the field.
Why This Framing Matters for Every Dog Owner 🐕
This research connects directly to the core of what NeuroBond is built on. Aggression in a dog is a signal. It is the dog communicating — in the clearest language available to them — that something in their environment, their relationship, or their internal state has exceeded a threshold. Reading that signal accurately, rather than reacting to it as a character verdict, is where real understanding begins.
A dog who bites is not simply a dangerous dog. A dog who growls is not simply dominant. A dog who lunges is not simply out of control. Each of these behaviours is a data point produced by a system — and the caretaker relationship is one of the most significant variables in that system. The quality of the bond, the consistency of the structure, the accuracy of the owner’s read of their dog’s state — these are not soft factors sitting alongside the real causes of aggression. They are among the primary causes the current research paradigm has consistently underweighted.
Soul Recall — the dog’s orientation back toward the owner in moments of tension and uncertainty — is only possible in a relationship that has been built with enough consistency and safety for that orienting reflex to exist. A dog who looks to their owner when the environment becomes threatening is a dog whose nervous system has learned that the owner is the most reliable available structure. That does not happen by accident. It happens through the accumulated quality of the relationship — and it is one of the most powerful aggression prevention tools available to any dog owner. 🐾
Source: Ayrosa, F., Savalli, C., & Resende, B. (2024). Beyond Breeding: Re-Interpreting Paradigms in Domestic Dog Aggression Research. Estudos de Psicologia (Natal). Published November 12, 2024.







