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. 2024 Nov 12;14:27548. doi: 10.1038/s41598-024-77400-y

Table 3.

Results of the principal component analysis conducted on the Tools and methods used to educate the dog scale.

Component loading
Tool or method used to educate the dog Positive reinforcement & professional training Punitive methods
Eigenvalue 2.540 1.834
% of variance 31.8% 22.9%
Cronbach α 0.614 0.509
Clicker 0.808 − 0.098
Food 0.796 0.068
Dog trainer, dog training school 0.753 0.019
Reward with play 0.579 − 0.103
Cage/Room kennel 0.564 0.172
Physical discipline − 0.045 0.879
Yelling 0.018 0.871
Isolation 0.173 0.498