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. 2019 May 17;6:152. doi: 10.3389/fvets.2019.00152

Table 1.

Biological interpretation of principal components and variance explained by each −21 item, 5 component solution with Varimax rotation.

PC Item Item Name Variance explained (%)
PC1 19 My dog becomes frustrated in a large range of situations General frustration 26.98
PC1 22 There are days when my dog seems to become more easily frustrated than others for no apparent reason
PC1 29 My dog appears to become frustrated frequently (e.g., at least once daily)
PC1 21 My dog shows increases in certain behaviors (e.g., lip licking, yawning, mounting, full body shake off) if he/she cannot immediately access something they want
PC1 11 My dog engages in a repetitive behavior (e.g., tail chasing, pacing, circling) when unable to access something he/she wants
PC2 26 My dog shows continued efforts (e.g., lunging, pulling toward) to approach a dog/person they wish to greet, when being restrained from doing so (e.g., when on lead) Barrier frustration/perseverance 6.55
PC2 6 When on lead my dog will persist in lunging/pulling toward something he/she would like to chase (e.g., a cat, rabbit, bird, toy)
PC2 18 My dog has difficulty in responding to cues/commands (e.g., sit, lie down, stay) if there is something else he/she wants to do or access
PC2 25 My dog gets upset if shut away from visitors (e.g., vocalizes or scratches/digs at the door)
PC3 2 My dog does not like being left out of activities with other dogs Unmet expectations 5.70
PC3 32 My dog appears agitated and unsettled when he/she wants something another dog has (e.g., a toy or food item)
PC3 30 My dog becomes very excited/restless (e.g., pacing, whining, barking, jumping up) when waiting to take part in an enjoyable activity
PC3 1 My dog appears unsettled when there are delays in his/her routine (e.g., if walked or fed later than usual)
PC4 13 My dog becomes aggressive (i.e., growl, snap, or bite) if I try to remove an item he/she has (e.g., favorite toy or food) Autonomous control 5.25
PC4 23 When my dog is not kept busy, he/she can repeatedly lick, chew, or nibble their own body parts (e.g., paws, flanks/sides)
PC4 33 My dog appears annoyed/upset if given less than he/she was expecting (e.g., wants table scrap and gets a pat on the head; given less food/a lower quality of food than expecting)
PC4 12 My dog will attempt to escape if I try to confine him/her (e.g., in a room, crate, or kennel)
PC4 4 My dog is protective of his/her territory (house, garden, car)
PC5 14 My dog appears to cope well when denied access to things he/she is occasionally allowed (e.g., access to the sofa/bed or provision of table scraps) (R) Frustration coping 5.02
PC5 16 I find it easy to interrupt/distract my dog from doing things he/she wants to do (R)
PC5 10 My dog finds it easy to relax and settle when unable to access something he/she wants (R)