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. 2024 Jan 22;14(2):336. doi: 10.3390/ani14020336

Table 12.

Final multivariable binary logistic regression model for owners finding their dogs behaviour worse than expected up to 21 months of age relative to soon after acquisition amongst a cohort of UK Pandemic Puppies acquired <16 weeks of age between 1 July and 31 December 2020 (n = 756). † Included as per information theory as a variable of a priori interest, regardless of significance. ° Retained in model by selection during automatic backwards elimination. ‡ Dog demographic variables individually used to replace breed (most common 12 breeds at 21 months) in the original model. • Dog behaviour variables individually used to replace total number of undesirable behaviours in the original model. * 95% confidence interval. Significant results in the table are formatted in bold font.

Variable Category Odds Ratio 95% CI * p-Value
• Number of reaction to familiar people behaviours 0 Ref
≥1 5.90 2.97–11.74 <0.001
• Number of reaction to other dogs behaviours 0 Ref
≥1 5.70 3.63–8.97 <0.001
• Number of control behaviours 0 Ref
≥1 5.70 2.17–15.00 <0.001
• Number of aggressive behaviours 0 Ref
≥1 5.54 3.51–8.75 <0.001
†‡ Typical adult bodyweight ≤10 kg 1.26 0.65–2.45 0.493
10 to <20 kg Ref
20 to <30 kg 1.34 0.71–2.56 0.370
30 to <40 kg 1.86 0.90–3.83 0.094
40 kg 5.24 1.08–25.47 0.040
Attended adult training classes >16 weeks No Ref
Yes, in person 2.17 1.32–3.27 0.002
Yes, online 3.68 1.39–9.76 0.009
• Number of attention-seeking behaviours 0 Ref
≥1 3.36 1.69–6.67 <0.001
• Number of fear/avoidance behaviours 0 Ref
≥1 2.71 1.77–4.16 <0.001
• Number of reaction to unfamiliar people behaviours 0 Ref
≥1 2.40 1.53–3.78 <0.001
Total number owner reported undesirable behaviours 1.41 1.30–1.53 <0.001
Exercise frequency
(off-lead)
Never 1.57 0.58–4.28 0.376
<Once a week 0.64 0.15–2.68 0.540
Once a week 1.80 0.63–5.12 0.272
Several times per week 1.08 0.56–2.05 0.824
Once per day Ref
Twice per day 0.68 0.36–1.30 0.242
>Twice per day 0.26 0.10–0.68 0.006
Change in time left alone from
<16 weeks
Same amount of time Ref
Less time 2.43 0.77–7.71 0.131
More time (≤4 h) 0.65 0.39–1.08 0.098
More time (>4 h) 0.38 0.16–0.88 0.024
† First-time dog owner No Ref
Yes 1.31 0.76–2.26 0.331
† Owner age 18–24 years 1.91 0.61–5.90 0.264
25–34 years 2.01 0.99–4.10 0.055
35–44 years 1.29 0.61–2.76 0.507
45–54 years Ref
55–64 years 1.62 0.79–3.33 0.186
≥65 years 1.55 0.64–3.76 0.336
† Owner gender Female Ref
Male 0.48 0.18–1.28 0.144
† Dog sex Female Ref
Male 1.06 0.65–1.71 0.820
† Neutered No Ref
Yes 1.39 0.82–2.34 0.223
†‡ Purebred status Crossbred Ref
Purebred 1.30 0.45–3.73 0.632
Designer Crossbred 0.77 0.25–2.38 0.646
† Breed Crossbred Ref
Border Collie 2.96 0.69–12.79 0.145
Golden Retriever 2.19 0.39–12.18 0.372
Labrador Retriever 1.69 0.48–5.89 0.411
English Springer Spaniel 1.36 0.19–9.58 0.761
Other 1.27 0.43–3.73 0.668
Miniature Smooth-Haired Dachshund 0.90 0.15–5.41 0.909
Cockapoo 0.66 0.18–2.51 0.546
Border Terrier 0.62 0.09–4.49 0.634
Labradoodle 0.57 0.10–3.41 0.537
Cocker Spaniel 0.46 0.10–2.07 0.309
Whippet 0.43 0.04–4.58 0.482
Cavapoo 0.29 0.03–3.09 0.302
†‡ Breed group Not KC recognised Ref
Pastoral 2.26 0.96–5.35 0.063
Terrier 1.54 0.62–3.83 0.354
Gundog 1.36 0.72–2.59 0.344
Working 1.31 0.37–4.61 0.674
Utility 1.19 0.45–3.13 0.731
Hound 1.18 0.47–2.94 0.728
Toy 1.12 0.30–4.23 0.866
° Sold without dam present No Ref
Yes 1.47 0.85–2.56 0.170