“…For example, measurements can be made in competitions or field trials (e.g., Karjalainen et al, 1996;Hoffmann et al, 2002;Correau & Langlois, 2005), when the dog is exposed to a standardized test battery (e.g., Wilsson & Sundgren, 1997;Ruefenacht et al, 2002;Saetre et al, 2006), or by observing the dog in everyday life, during training or while walking in different environments (e.g., Murphy, 1997;Schiefelbein, 2012Schiefelbein, , 2013. The judges can be extensively trained for the task (e.g., Ruefenacht et al, 2002;Saetre et al, 2006), persons regarded as skilful and competent but without formal training, or, if a dog owner questionnaire is used, the dog owners (e.g., Liinamo et al, 2007). The measurements can be more or less objective, and the ratings can refer to behaviours displayed in a specific situation or to an overall interpretation indicating the degree of expression of pre-defined traits (Wilsson & Sinn, 2012).…”