Published in PLOS ONE (2013), this influential study examined the relationship between dog physical morphology (height, bodyweight, and cephalic index—CI) and 36 distinct behavioral traits, using data from over 8,300 dogs across 49 breeds. The results confirmed a striking pattern: physical build is deeply intertwined with behavior, particularly emotional reactivity and problem behaviors.
Using standardized breed morphology data and behavioral assessments (C-BARQ), the researchers found that 33 of 36 behavioral traits—notably fear, separation-related problems, aggression, and touch sensitivity—were significantly associated with height, weight, or skull shape.
Most significant finding: As breed height decreases, behavioral problems increase. Shorter breeds were more likely to show:
- Separation-related problems (urination, defecation when left alone)
- Touch sensitivity and excitability
- Dog-directed and non-social fear
- Owner-directed aggression and excessive attention-seeking
- Urine marking, begging, and hyper-reactivity
In fact, all behavioral regression coefficients linked to height were negative, except for trainability—indicating that smaller breeds exhibit more problematic behavior across nearly all domains.
Bodyweight showed different behavioral correlations than height. Larger dogs tended to be less excitable and less hyperactive, highlighting the role of body mass in emotional regulation and stimulation thresholds.
Skull shape (Cephalic Index—CI) revealed unique associations:
- High CI (shorter, broader skulls—brachycephalic types) correlated with more self-grooming and allogrooming.
- Low CI (longer skulls—dolichocephalic types) showed higher chasing behaviors, reflecting preserved hunting traits.
These results reinforce a critical NeuroBond insight: Canine emotional expression, behavioral reactivity, and cognitive tendencies are rooted not just in training, but in morphology-linked neural architecture. Skull shape influences brain structure (frontal lobe compression, sensory integration, vision), while height and weight affect how the dog processes threat, proximity, and social conflict.
From a behavioral training perspective, this means:
- Small dogs are not simply “yappy” or “clingy”—they are neurologically predisposed to heightened reactivity, vigilance, and separation fragility.
- Body build reflects not just physical traits, but emotion processing thresholds and coping strategies.
- Expecting behavioral symmetry across breeds is ethologically incorrect.
This research helps reposition dog training from a compliance paradigm to a neuro-behavioral alignment model, where morphology guides training style, emotional support needs, and environmental management—an approach reflected in the Invisible Leash and NeuroBond principles.
Source: McGreevy, P., Georgevsky, D., Carrasco, J., Valenzuela, M., Duffy, D., & Serpell, J. (2013). Dog Behavior Co-Varies with Height, Bodyweight and Skull Shape. PLOS ONE. Published December 16, 2013.







