Modelling personality, plasticity and predictability in shelter dogs

Behavioural assessments of shelter dogs (Canis lupus familiaris) typically comprise standardized test batteries conducted at one time point, but test batteries have shown inconsistent predictive validity. Longitudinal behavioural assessments offer an alternative. We modelled longitudinal observation...

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Published in:Royal Society Open Science
Main Authors: Goold, Conor, Newberry, Ruth C.
Format: Text
Language:English
Published: The Royal Society Publishing 2017
Subjects:
Online Access:http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5627104/
http://www.ncbi.nlm.nih.gov/pubmed/28989764
https://doi.org/10.1098/rsos.170618
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spelling ftpubmed:oai:pubmedcentral.nih.gov:5627104 2023-05-15T15:50:33+02:00 Modelling personality, plasticity and predictability in shelter dogs Goold, Conor Newberry, Ruth C. 2017-09-20 http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5627104/ http://www.ncbi.nlm.nih.gov/pubmed/28989764 https://doi.org/10.1098/rsos.170618 en eng The Royal Society Publishing http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5627104/ http://www.ncbi.nlm.nih.gov/pubmed/28989764 http://dx.doi.org/10.1098/rsos.170618 © 2017 The Authors. http://creativecommons.org/licenses/by/4.0/ Published by the Royal Society under the terms of the Creative Commons Attribution License http://creativecommons.org/licenses/by/4.0/, which permits unrestricted use, provided the original author and source are credited. CC-BY Biology (Whole Organism) Text 2017 ftpubmed https://doi.org/10.1098/rsos.170618 2017-10-15T00:12:32Z Behavioural assessments of shelter dogs (Canis lupus familiaris) typically comprise standardized test batteries conducted at one time point, but test batteries have shown inconsistent predictive validity. Longitudinal behavioural assessments offer an alternative. We modelled longitudinal observational data on shelter dog behaviour using the framework of behavioural reaction norms, partitioning variance into personality (i.e. inter-individual differences in behaviour), plasticity (i.e. inter-individual differences in average behaviour) and predictability (i.e. individual differences in residual intra-individual variation). We analysed data on interactions of 3263 dogs (n = 19 281) with unfamiliar people during their first month after arrival at the shelter. Accounting for personality, plasticity (linear and quadratic trends) and predictability improved the predictive accuracy of the analyses compared to models quantifying personality and/or plasticity only. While dogs were, on average, highly sociable with unfamiliar people and sociability increased over days since arrival, group averages were unrepresentative of all dogs and predictions made at the individual level entailed considerable uncertainty. Effects of demographic variables (e.g. age) on personality, plasticity and predictability were observed. Behavioural repeatability was higher one week after arrival compared to arrival day. Our results highlight the value of longitudinal assessments on shelter dogs and identify measures that could improve the predictive validity of behavioural assessments in shelters. Text Canis lupus PubMed Central (PMC) Royal Society Open Science 4 9 170618
institution Open Polar
collection PubMed Central (PMC)
op_collection_id ftpubmed
language English
topic Biology (Whole Organism)
spellingShingle Biology (Whole Organism)
Goold, Conor
Newberry, Ruth C.
Modelling personality, plasticity and predictability in shelter dogs
topic_facet Biology (Whole Organism)
description Behavioural assessments of shelter dogs (Canis lupus familiaris) typically comprise standardized test batteries conducted at one time point, but test batteries have shown inconsistent predictive validity. Longitudinal behavioural assessments offer an alternative. We modelled longitudinal observational data on shelter dog behaviour using the framework of behavioural reaction norms, partitioning variance into personality (i.e. inter-individual differences in behaviour), plasticity (i.e. inter-individual differences in average behaviour) and predictability (i.e. individual differences in residual intra-individual variation). We analysed data on interactions of 3263 dogs (n = 19 281) with unfamiliar people during their first month after arrival at the shelter. Accounting for personality, plasticity (linear and quadratic trends) and predictability improved the predictive accuracy of the analyses compared to models quantifying personality and/or plasticity only. While dogs were, on average, highly sociable with unfamiliar people and sociability increased over days since arrival, group averages were unrepresentative of all dogs and predictions made at the individual level entailed considerable uncertainty. Effects of demographic variables (e.g. age) on personality, plasticity and predictability were observed. Behavioural repeatability was higher one week after arrival compared to arrival day. Our results highlight the value of longitudinal assessments on shelter dogs and identify measures that could improve the predictive validity of behavioural assessments in shelters.
format Text
author Goold, Conor
Newberry, Ruth C.
author_facet Goold, Conor
Newberry, Ruth C.
author_sort Goold, Conor
title Modelling personality, plasticity and predictability in shelter dogs
title_short Modelling personality, plasticity and predictability in shelter dogs
title_full Modelling personality, plasticity and predictability in shelter dogs
title_fullStr Modelling personality, plasticity and predictability in shelter dogs
title_full_unstemmed Modelling personality, plasticity and predictability in shelter dogs
title_sort modelling personality, plasticity and predictability in shelter dogs
publisher The Royal Society Publishing
publishDate 2017
url http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5627104/
http://www.ncbi.nlm.nih.gov/pubmed/28989764
https://doi.org/10.1098/rsos.170618
genre Canis lupus
genre_facet Canis lupus
op_relation http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5627104/
http://www.ncbi.nlm.nih.gov/pubmed/28989764
http://dx.doi.org/10.1098/rsos.170618
op_rights © 2017 The Authors.
http://creativecommons.org/licenses/by/4.0/
Published by the Royal Society under the terms of the Creative Commons Attribution License http://creativecommons.org/licenses/by/4.0/, which permits unrestricted use, provided the original author and source are credited.
op_rightsnorm CC-BY
op_doi https://doi.org/10.1098/rsos.170618
container_title Royal Society Open Science
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