ArticlePloS one2013
Dog behavior co-varies with height, bodyweight and skull shape.
Article in PloS one, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 109 papers.
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Who cites it
109 citing papers in PubMed, 205 citations in OpenAlex.
- 'Teleonomes in Tatters': The Welfare Costs of Selecting Dogs for Extreme Phenotypes, and the Case for Change.Animals : an open access journal from MDPI · 2026Article
- Dog Breeds for the Future: Theoretical Assessment of Strategies for Enhancing the Behavioural Reliability of Existing Dog Breeds, or Developing New Ideal Urban Companion Dogs.Animals : an open access journal from MDPI · 2026Review
- Behavioural adaptation of 158 rescued dogs from abroad during the first six months after adoption in Germany.Scientific reports · 2026Article
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- Giant dog breeds under primary veterinary care in the UK: demography, common disorders and mortality.Companion animal health and genetics · 2026Article
- High Rank, Low Tolerance: Hierarchy-Dependent Reactions of Cohabiting Companion Dogs to Being Separated from Their Owner.Animals : an open access journal from MDPI · 2026Article
- Immunohistochemical characterization of neural stem cells in brains of adult brachycephalic dogs in comparison with canine oligodendroglioma cells.The Journal of veterinary medical science · 2026Article
- Showing Behaviour in One Hundred and One Dogs: Gazing, Breed and Cephalic Index.Animals : an open access journal from MDPI · 2026Article
- Professional perspectives on recurrent characteristics of dogs with separation-related problems: a qualitative study in three nordic countries.Scientific reports · 2026Article
- A cross-sectional study into the prevalence and conformational risk factors of BOAS across fourteen brachycephalic dog breeds.PloS one · 2026Article
- Article
- Development of a psychobiological nosology for fear and frustration in clinical animal behavior using dogs as a model species.Frontiers in psychology · 2026Article
- GWAS for behavioral traits in golden retrievers identifies genes implicated in human temperament, mental health, and cognition.Proceedings of the National Academy of Sciences of the United States of America · 2025Article
- Dog temperament is correlated with body weight and climate in country of origin.Current zoology · 2025Article
- Influence of early life adversity and breed on aggression and fear in dogs.Scientific reports · 2025Article
- Dog Guardian Interpretation of Familiar Dog Aggression Questions in the C-BARQ: Do We Need to Redefine "Familiar"?Animals : an open access journal from MDPI · 2025Article
- Beauty versus the beast: The UK public prefers less-extreme body shapes in brachycephalic dog breeds.The Veterinary record · 2025Article
- Selection for Short-Nose and Small Size Creates a Behavioural Trade-Off in Dogs.Animals : an open access journal from MDPI · 2025Article
- An iterative approach to identify key predictive features of fear reactivity and fearfulness in horses (Equus caballus).Scientific reports · 2025Article
- A Multi-Epiphysiological Indicator Dog Emotion Classification System Integrating Skin and Muscle Potential Signals.Animals : an open access journal from MDPI · 2025Article
49 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
6 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Dogs offer unique opportunities to study correlations between morphology and behavior because skull shapes and body shape are so diverse among breeds. Several studies have shown relationships between canine cephalic index (CI: the ratio of skull width to skull length) and neural architecture. Data on the CI of adult, show-quality dogs (six males and six females) were sourced in Australia along with existing data on the breeds' height, bodyweight and related to data on 36 behavioral traits of companion dogs (n = 8,301) of various common breeds (n = 49) collected internationally using the Canine Behavioral Assessment and Research Questionnaire (C-BARQ). Stepwise backward elimination regressions revealed that, across the breeds, 33 behavioral traits all but one of which are undesirable in companion animals correlated with either height alone (n = 14), bodyweight alone (n = 5), CI alone (n = 3), bodyweight-and-skull shape combined (n = 2), height-and-skull shape combined (n = 3) or height-and-bodyweight combined (n = 6). For example, breed average height showed strongly significant inverse relationships (p<0.001) with mounting persons or objects, touch sensitivity, urination when left alone, dog-directed fear, separation-related problems, non-social fear, defecation when left alone, owner-directed aggression, begging for food, urine marking and attachment/attention-seeking, while bodyweight showed strongly significant inverse relationships (p<0.001) with excitability and being reported as hyperactive. Apart from trainability, all regression coefficients with height were negative indicating that, across the breeds, behavior becomes more problematic as height decreases. Allogrooming increased strongly (p<0.001) with CI and inversely with height. CI alone showed a strong significant positive relationship with self-grooming (p<0.001) but a negative relationship with chasing (p = 0.020). The current study demonstrates how aspects of CI (and therefore brain shape), bodyweight and height co-vary with behavior. The biological basis for, and significance of, these associations remain to be determined.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.