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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ftdoajarticles:oai:doaj.org/article:b127f2f8280648e89102f3d86a0ad8ae 2023-05-15T15:50:37+02:00 Modelling personality, plasticity and predictability in shelter dogs Conor Goold Ruth C. Newberry 2017-01-01T00:00:00Z https://doi.org/10.1098/rsos.170618 https://doaj.org/article/b127f2f8280648e89102f3d86a0ad8ae EN eng The Royal Society https://royalsocietypublishing.org/doi/pdf/10.1098/rsos.170618 https://doaj.org/toc/2054-5703 2054-5703 doi:10.1098/rsos.170618 https://doaj.org/article/b127f2f8280648e89102f3d86a0ad8ae Royal Society Open Science, Vol 4, Iss 9 (2017) inter- and intra-individual differences behavioural reaction norms behavioural repeatability longitudinal behavioural assessment human–animal interactions Science Q article 2017 ftdoajarticles https://doi.org/10.1098/rsos.170618 2022-12-30T21:18:34Z 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. Article in Journal/Newspaper Canis lupus Directory of Open Access Journals: DOAJ Articles Royal Society Open Science 4 9 170618 |
institution |
Open Polar |
collection |
Directory of Open Access Journals: DOAJ Articles |
op_collection_id |
ftdoajarticles |
language |
English |
topic |
inter- and intra-individual differences behavioural reaction norms behavioural repeatability longitudinal behavioural assessment human–animal interactions Science Q |
spellingShingle |
inter- and intra-individual differences behavioural reaction norms behavioural repeatability longitudinal behavioural assessment human–animal interactions Science Q Conor Goold Ruth C. Newberry Modelling personality, plasticity and predictability in shelter dogs |
topic_facet |
inter- and intra-individual differences behavioural reaction norms behavioural repeatability longitudinal behavioural assessment human–animal interactions Science Q |
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 |
Article in Journal/Newspaper |
author |
Conor Goold Ruth C. Newberry |
author_facet |
Conor Goold Ruth C. Newberry |
author_sort |
Conor Goold |
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 |
publishDate |
2017 |
url |
https://doi.org/10.1098/rsos.170618 https://doaj.org/article/b127f2f8280648e89102f3d86a0ad8ae |
genre |
Canis lupus |
genre_facet |
Canis lupus |
op_source |
Royal Society Open Science, Vol 4, Iss 9 (2017) |
op_relation |
https://royalsocietypublishing.org/doi/pdf/10.1098/rsos.170618 https://doaj.org/toc/2054-5703 2054-5703 doi:10.1098/rsos.170618 https://doaj.org/article/b127f2f8280648e89102f3d86a0ad8ae |
op_doi |
https://doi.org/10.1098/rsos.170618 |
container_title |
Royal Society Open Science |
container_volume |
4 |
container_issue |
9 |
container_start_page |
170618 |
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1766385614577467392 |