Study applies Tinbergen’s framework to enhance understanding of canine behavior, highlighting the need for individualized approaches.
Understanding why a dog behaves as it does requires more than measuring what it does. Nikolaas Tinbergen's four-question framework — mechanism, ontogeny, function, and phylogeny — provides the epistemological scaffold for a complete behavioral account of any biological phenomenon. Contemporary pet-technology platforms answer none of these questions. This paper proposes that the Barkley Digital Twin architecture, grounded in individual cognitive fingerprinting and longitudinal behavioral trajectory modeling, constitutes the first practical implementation of Tinbergen's multi-level analysis in companion animal monitoring. Integrating game-based cognitive profiling, developmental histories (Puppy Digital Passport), and human-dog co-regulation data produces a canine Digital Twin genuinely referenced to the individual's cognitive reality — not population statistics. Barkley AI | Precision Behavioral Intelligence Series | No. 05.
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Elodie P. Remoissenet (2026) studied this question.
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