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Loftus L, Newman A, Leach M, Asher L. Exploring the induction and measurement of positive affective state in equines through a personality-centred lens. Sci Rep 2025; 15:18550. [PMID: 40425817 PMCID: PMC12116887 DOI: 10.1038/s41598-025-98034-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2024] [Accepted: 04/09/2025] [Indexed: 05/29/2025] Open
Abstract
There is increasing focus on how to induce and measure positive affective states in animals and the development of social license to operate has brought this to the forefront within equestrianism. This study aimed to utilise a range of methods to induce and measure positive affect in horses in real-world settings. Twenty healthy horses were scored for personality, exposed to four induction methods (wither scratching, high value food provision, positive reinforcement training and the addition of an affiliative conspecific), and data collected on their behaviour (QBA and ethograms) and physiology (heart and respiratory rate, heart rate variability, eye and ear thermography and salivary cortisol). Analyses identified potentially sensitive and specific behavioural (ear and eye position, QBA items, frustration items) and physiological (RR mean, HF power, LF power, LF/HF ratio, mean HR, RMSSD and pNN50) measures of affective state across the four quadrants of core affect. Individual difference effects were found, and personality traits such as unfriendly, nervous and unresponsive were associated with differing responses to induction stimuli indicating that all four induction stimuli are potentially useful for inducing positive affect depending on their salience to the individual. Research measuring and inducing positive affect in animals rarely considers personality, but this study underscores its importance. The dimensional approach taken allowed for assessment of the broad arousal and valence components of affect without ascribing measures to discrete emotions. Accurate, real-world measures of affect could benefit 116 million equines globally, and exploring ways to promote positive affect in horses can significantly enhance their welfare.
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Affiliation(s)
- Loni Loftus
- School of Natural and Environmental Sciences, Newcastle University, Newcastle upon Tyne, NE1 7RU, UK.
- Royal (Dick) School of Veterinary Studies and the Roslin Institute, Easter Bush Campus, University of Edinburgh, Midlothian, EH25 9RG, UK.
- University Centre Askham Bryan, Askham Bryan, York, YO23 3FR, UK.
| | - Amy Newman
- University Centre Askham Bryan, Askham Bryan, York, YO23 3FR, UK
| | - Matthew Leach
- Comparative Biology Centre, Medical School, Newcastle University, Framlington Place, Newcastle upon Tyne, NE2 4HH, UK
| | - Lucy Asher
- School of Natural and Environmental Sciences, Newcastle University, Newcastle upon Tyne, NE1 7RU, UK
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2
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Moat GJ, Gaudet-Trafit M, Paul J, Bacardit J, Ben Hamed S, Poirier C. The MacqD deep-learning-based model for automatic detection of socially housed laboratory macaques. Sci Rep 2025; 15:11883. [PMID: 40195447 PMCID: PMC11977019 DOI: 10.1038/s41598-025-95180-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2024] [Accepted: 03/19/2025] [Indexed: 04/09/2025] Open
Abstract
Despite advancements in video-based behaviour analysis and detection models for various species, existing methods are suboptimal to detect macaques in complex laboratory environments. To address this gap, we present MacqD, a modified Mask R-CNN model incorporating a SWIN transformer backbone for enhanced attention-based feature extraction. MacqD robustly detects macaques in their home-cage under challenging scenarios, including occlusions, glass reflections, and overexposure to light. To evaluate MacqD and compare its performance against pre-existing macaque detection models, we collected and analysed video frames from 20 caged rhesus macaques at Newcastle University, UK. Our results demonstrate MacqD's superiority, achieving a median F1-score of 99% for frames with a single macaque in the focal cage (surpassing the next-best model by 21%) and 90% for frames with two macaques. Generalisation tests on frames from a different set of macaques from the same animal facility yielded median F1-scores of 95% for frames with a single macaque (surpassing the next-best model by 15%) and 81% for frames with two macaques (surpassing the alternative approach by 39% ). Finally, MacqD was applied to videos of paired macaques from another facility and resulted in F1-score of 90%, reflecting its strong generalisation capacity. This study highlights MacqD's effectiveness in accurately detecting macaques across diverse settings.
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Affiliation(s)
| | - Maxime Gaudet-Trafit
- Institut des Sciences Cognitives Marc Jeannerod, UMR5229, CNRS-Université Claude Bernard Lyon I, Bron, France
| | - Julian Paul
- Institut des Sciences Cognitives Marc Jeannerod, UMR5229, CNRS-Université Claude Bernard Lyon I, Bron, France
| | - Jaume Bacardit
- School of Computing, Newcastle University, Newcastle upon Tyne, UK.
| | - Suliann Ben Hamed
- Institut des Sciences Cognitives Marc Jeannerod, UMR5229, CNRS-Université Claude Bernard Lyon I, Bron, France
| | - Colline Poirier
- Biosciences Institute Centre for Behaviour and Evolution, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK.
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Rey A, Padrell M, Llorente M. Impacts of illegal trade on socio-emotional and behavioural skills in macaques. F1000Res 2024; 13:188. [PMID: 39257451 PMCID: PMC11384201 DOI: 10.12688/f1000research.144232.1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 01/29/2024] [Indexed: 09/12/2024] Open
Abstract
Decades of research have illuminated the consequences of early adverse rearing experiences in laboratory macaque populations. However, limited knowledge exists about the impact of traumatic episodes in non-laboratory environments. This study delves into the repercussions of illegal trade on socio-emotional and behavioural skills in five macaque species, all victims of poaching. We categorised their past experiences into seven aspects, encompassing maternal care and interactions with conspecifics. We assessed social engagement and cooperation by analysing social behaviours and employing the Social Responsiveness Scale. Emotional resilience was evaluated by measuring anxiety levels and the occurrence of abnormal behaviours, supported by a welfare questionnaire. Additionally, the introduction of Cattell's 16PF questionnaire in macaques for the first time aimed to reveal the influence of traumatic experiences on their personality traits. Our findings emphasise the significance of early social exposure. The lack of juvenile social contact predicts reduced social behaviours and an inclination towards social avoidance in adulthood. Macaques raised by humans tend to exhibit more abnormal behaviours in social contexts, compromising their welfare. Deprivation of social exposure in infancy negatively impacts psychological stimulation and overall welfare. The duration of time spent in illegal trade correlates with heightened anxiety levels. Personality traits such as 'Calmness' and 'Unfriendliness' are influenced by rearing conditions, with macaques deprived of social interaction during their early years showing higher levels of introversion. In conclusion, the absence of social exposure during early life and hand-rearing due to illegal trade significantly shape macaques' personality traits and their social and emotional skills.
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Affiliation(s)
- Amapola Rey
- Fundació UdG: Innovació i Formació, Universitat de Girona, Girona, Catalonia, 17003, Spain
| | - Maria Padrell
- Comparative Minds Research Group, Department of Psychology, Universitat de Girona, Girona, Catalonia, 17004, Spain
| | - Miquel Llorente
- Fundació UdG: Innovació i Formació, Universitat de Girona, Girona, Catalonia, 17003, Spain
- Comparative Minds Research Group, Department of Psychology, Universitat de Girona, Girona, Catalonia, 17004, Spain
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Delval I, Fernández-Bolaños M, Izar P. Towards an Integrated Concept of Personality in Human and Nonhuman Animals. Integr Psychol Behav Sci 2024; 58:271-302. [PMID: 37059965 PMCID: PMC10104772 DOI: 10.1007/s12124-023-09759-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/21/2023] [Indexed: 04/16/2023]
Abstract
Every individual has an idiosyncratic way of feeling, thinking and behaving, which is relatively stable across time and situations. Usually known as Personality, today this phenomenon is recognized in many species, including arthropods, fish, avian or mammals. From an evolutionary perspective, research has shown that personality differences are manifest in distinctive forms of dealing with selective pressures, with consequences for fitness. Despite these facts, the study of personality in animals other than humans is relatively new. Only two decades ago, consistent behavioral individual differences were considered 'noise' around an optimal strategy for behavioral ecologists. Also, psychologists were not interested in animal personality as a consequence of the fear of anthropomorphization and the erroneous belief that humans are unique in nature. Fortunately, this misconception seems already overcome but there are still conceptual issues preventing a unified concept of personality. Throughout this review, we first explore the etymological origins of personality and other terminological issues. We further revise the historical course of the study of personality in humans and other animals, from the perspectives of Psychology and Behavioral Ecology, on the basis of the most used approach, the trait theory. We present the study of nonhuman primates as a paradigmatic example in between both frameworks. Finally, we discuss about the necessity of a unified science of personality.
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Affiliation(s)
- Irene Delval
- Department of Experimental Psychology, Institute of Psychology, University of São Paulo (IP-USP). Av. Prof. Mello Moraes 1721, São Paulo, SP, CEP 05508-030, Brazil.
| | - Marcelo Fernández-Bolaños
- Department of Experimental Psychology, Institute of Psychology, University of São Paulo (IP-USP). Av. Prof. Mello Moraes 1721, São Paulo, SP, CEP 05508-030, Brazil
| | - Patrícia Izar
- Department of Experimental Psychology, Institute of Psychology, University of São Paulo (IP-USP). Av. Prof. Mello Moraes 1721, São Paulo, SP, CEP 05508-030, Brazil
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Veasey JS. Differing animal welfare conceptions and what they mean for the future of zoos and aquariums, insights from an animal welfare audit. Zoo Biol 2022; 41:292-307. [PMID: 35255158 PMCID: PMC9543569 DOI: 10.1002/zoo.21677] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2021] [Revised: 12/20/2021] [Accepted: 01/04/2022] [Indexed: 12/27/2022]
Abstract
Animal welfare is a growing public concern that has the potential to undermine the social license of zoos and aquariums. The lack of consensus on how animal welfare is defined across such a diverse sector combined with and a widespread belief that commercial priorities such as entertaining visitors conflicts with animal welfare, hinders efforts to effectively address this fundamental issue for the sector. Data derived from an audit of habitats across a major North American wildlife attraction revealed that holistic animal welfare assessments undertaken by animal carers embracing three principal constructs of animal welfare, correlated strongly with visitor perceptions of animal happiness. Visitor assessments of animal happiness also correlated with animal carer assessments of social, behavioural and locomotor opportunities and inversely with the prevalence of stereotypic behaviours, supporting the proposition that folk conceptions of animal welfare are more accurate than may have previously been considered to be the case. However, the holistic animal welfare assessment inversely correlated with assessments of a habitat's capacity to safeguard welfare as determined by the facility's veterinary staff, supporting the proposition that tensions exist between physical and psychological components of captive animal welfare provisioning. This further underlines the importance of clarity on how animal welfare is conceived when developing institutional animal welfare strategies. Finally, the data also showed that both holistic animal welfare assessments and visitor perceptions of animal happiness strongly correlated with the level of enjoyment experienced by visitors, challenging the belief that animal welfare competes with the commercial priorities of zoos and aquariums. The audit supports the case that maintaining high animal welfare is a commercial imperative as well as a moral obligation for zoos and aquariums and underlines the necessity to utilize conceptions of animal welfare that acknowledge the centrality of the affective states of animals in maintaining those standards.
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Affiliation(s)
- Jake S. Veasey
- Care for the Rare c/o, School of AnimalNottingham Trent UniversityNottinghamUK
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Luo Y, Wang L, Yang L, Li XF, Anselme P, Wang X, Tian X, Li Z. Using a behaviour random permutation model to identify displacement grooming in ungulates. Curr Zool 2022; 69:200-207. [PMID: 37091989 PMCID: PMC10120960 DOI: 10.1093/cz/zoac035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Accepted: 05/03/2022] [Indexed: 11/13/2022] Open
Abstract
Abstract
Behaviour affects an individual’s life in all aspects, e.g., enhancing fitness, leveraging predation risk, and reducing competition with conspecifics. However, the sequential distribution of behaviours received less attention and is unclear what the function of displacement behaviour is. Displacement activities can be found in vertebrate species but there is no formal method to determine whether a behaviour is expressed as a displaced or normal activity. Analysing the sequential distributions of behaviours in a natural setting may allow researchers to identify unexpected distributions as a possible signature of displacement activities. In this study, we used a behaviour random permutation model to detect the presence of a displacement activity in the Tibetan antelope Pantholops hodgsonii and the Tibetan gazelle Procapra picticaudata. The results showed that grooming in both ungulates tended to be accompanied with vigilance, and the frequency of grooming after vigilance was significantly higher than before vigilance. A significant positive correlation between the scan rate and grooming rate in the two ungulates was obtained. We suggest that grooming could sometimes be expressed as a displacement activity in ungulates. In addition to providing a general method for further research on displacement activities in a variety of animal species, this study sheds light on the importance of a spectral analysis of sequential distribution of animal behaviours. Behaviour random permutation models can be used to explore the relevance between any two behaviours in a specific sequence, especially to identify a myriad of unexpected behaviours relative to their normal context of occurrence.
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Affiliation(s)
- Yunchao Luo
- Lab of Animal Behavior and Conservation, School of Life Sciences, Nanjing University, Nanjing 210023, China
| | - Lin Wang
- Lab of Animal Behavior and Conservation, School of Life Sciences, Nanjing University, Nanjing 210023, China
| | - Le Yang
- Tibet Plateau Institute of Biology, Lhasa 850000, China
| | - Xiao-Fen Li
- Department of Electrical Engineering, Shanghai Jiao Tong University, 800 DongChuan Rd., Shanghai 200240, China
| | - Patrick Anselme
- Department of Biopsychology, Ruhr-Universität Bochum 44801, Bochum, Germany
| | - Xinxin Wang
- Lab of Animal Behavior and Conservation, School of Life Sciences, Nanjing University, Nanjing 210023, China
| | - Xingjun Tian
- Lab of Animal Behavior and Conservation, School of Life Sciences, Nanjing University, Nanjing 210023, China
| | - Zhongqiu Li
- Lab of Animal Behavior and Conservation, School of Life Sciences, Nanjing University, Nanjing 210023, China
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Robinson L, Crudge B, Lim T, Roth V, Gartner M, Naden K, Officer K, Descovich K. Limitations and challenges of adapting subjective keeper questionnaires to non-Western sanctuary settings. Appl Anim Behav Sci 2022. [DOI: 10.1016/j.applanim.2022.105627] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
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8
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Highlights of published papers in applied Animal Behaviour Science in 2021. Appl Anim Behav Sci 2022. [DOI: 10.1016/j.applanim.2021.105533] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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9
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Doelling CR, Cronin KA, Ross SR, Hopper LM. The relationship between personality, season, and wounding receipt in zoo-housed Japanese macaques (Macaca fuscata): A multi-institutional study. Am J Primatol 2021; 83:e23332. [PMID: 34549451 DOI: 10.1002/ajp.23332] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2021] [Revised: 09/08/2021] [Accepted: 09/13/2021] [Indexed: 12/27/2022]
Abstract
It is important to those managing Japanese macaques (Macaca fuscata) in captive settings to understand predictors of wounding. While studies have demonstrated that season (breeding or nonbreeding) and sex predict rates of wounding received by zoo-housed Japanese macaques, we investigated whether individual differences in personality ratings also might explain some of the observed interindividual variance in wounding. Such patterns were previously observed in rhesus macaques (M. mulatta), such that individuals rated higher on Anxiety and Confidence received greater wounding. Here, we collected wounding data over 24 months on 48 Japanese macaques from eight AZA-accredited zoos. Each macaque was also rated by keepers using a 26-item personality questionnaire. Principle components analysis of these ratings revealed four personality components: Openness, Friendliness, Dominance, and Anxiety/Reactivity. The model with the best fit revealed an interaction effect between season (breeding vs. nonbreeding) and the personality component Friendliness, such that individuals rated higher on Friendliness incurred fewer wounds in the nonbreeding season. The second-best model revealed both a main effect of the season as well as an interaction effect between season and Openness, such that macaques rated higher in Openness received more wounds in the nonbreeding season than those rated lower in Openness. Thus, as with rhesus macaques, personality mediated wounding receipt rate in Japanese macaques, although different personality components explained interindividual variance in wounding for these two species. These differences likely reflect species differences in behavior and personality structure, as well as the influence of differing management practices, highlighting the importance of species-specific approaches for captive primate care and welfare. This study provides further support for understanding primate personality to create individualized strategies for their care.
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Affiliation(s)
- Christina R Doelling
- Lester E. Fisher Center for the Study and Conservation of Apes, Lincoln Park Zoo, Chicago, Illinois, USA
| | - Katherine A Cronin
- Animal Welfare Science Program, Lincoln Park Zoo, Chicago, Illinois, USA
| | - Stephen R Ross
- Lester E. Fisher Center for the Study and Conservation of Apes, Lincoln Park Zoo, Chicago, Illinois, USA
| | - Lydia M Hopper
- Lester E. Fisher Center for the Study and Conservation of Apes, Lincoln Park Zoo, Chicago, Illinois, USA.,Department of Molecular and Comparative Pathobiology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
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