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Sollis JG, Ashton BJ, Speechley EM, Ridley AR. Repeated testing does not confound cognitive performance in the Western Australian magpie (Cracticus tibicen dorsalis). Anim Cogn 2023; 26:579-588. [PMID: 36222936 DOI: 10.1007/s10071-022-01699-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2021] [Revised: 08/03/2022] [Accepted: 09/15/2022] [Indexed: 11/01/2022]
Abstract
A robust understanding of cognitive variation at the individual level is essential to understand selection for and against cognitive traits. Studies of animal cognition often assume that within-individual performance is highly consistent. When repeated tests of individuals have been conducted, the effects of test order (the overall sequence in which different tests are conducted) and test number (the ordinal number indicating when a specific test falls within a sequence)-in particular the potential for individual performance to improve with repeated testing-have received limited attention. In our study, we investigated test order and test number effects on individual performance in three inhibitory control tests in Western Australian magpies (Cracticus tibicen dorsalis). We presented adult magpies with three novel inhibitory control tasks (detour-reaching apparatuses) in random order to test whether experience of cognitive testing and the order in which the apparatuses were presented were predictors of cognitive performance. We found that neither test number nor test order had an effect on cognitive performance of individual magpies when presenting different variants of inhibitory control tasks. This suggests that repeated testing of the same cognitive trait, using causally identical but visually distinct cognitive tasks, does not confound cognitive performance. We recommend that repeated testing effects of cognitive performance in other species be studied to broadly determine the validity of repeated testing in animal cognition studies.
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Affiliation(s)
- Joseph G Sollis
- Centre for Evolutionary Biology, School of Biological Sciences, University of Western Australia, Perth, WA, Australia.
| | - Benjamin J Ashton
- Centre for Evolutionary Biology, School of Biological Sciences, University of Western Australia, Perth, WA, Australia.,School of Biological Sciences, Macquarie University, Sydney, NSW, Australia
| | - Elizabeth M Speechley
- Centre for Evolutionary Biology, School of Biological Sciences, University of Western Australia, Perth, WA, Australia
| | - Amanda R Ridley
- Centre for Evolutionary Biology, School of Biological Sciences, University of Western Australia, Perth, WA, Australia
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2
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Brucks D, Härterich A, König von Borstel U. Horses wait for more and better rewards in a delay of gratification paradigm. Front Psychol 2022; 13:954472. [PMID: 35936272 PMCID: PMC9355425 DOI: 10.3389/fpsyg.2022.954472] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2022] [Accepted: 07/06/2022] [Indexed: 12/03/2022] Open
Abstract
Self-control, defined as the ability to forgo immediate satisfaction in favor of better pay-offs in the future, has been extensively studied, revealing enormous variation between and within species. Horses are interesting in this regard because as a grazing species they are expected to show low self-control whereas its social complexity might be linked to high self-control abilities. Additionally, self-control may be a key factor in training and/or coping with potentially stressful husbandry conditions. We assessed horses' self-control abilities in a simplified delay of gratification test that can be easily implemented in a farm setting. In Experiment 1, we gave horses (N = 52) the choice between an immediately available low-quality reward and a delayed high-quality reward that could only be obtained if the horse refrained from consuming the immediate reward. Different experimenters (N = 30) that underwent prior training in the procedures, tested horses in two test phases either with their eyes visible or invisible (sunglasses). Twenty horses waited up to the maximum delay stage of 60 s while all horses performed worse in the second test phase. In Experiment 2, we improved the test procedure (i.e., one experimenter, refined criterion for success), and tested 30 additional horses in a quality and quantity condition (one reward vs. delayed bigger reward). Two horses successfully waited for 60 s (quality: N = 1, quantity: N = 1). Horses tolerated higher delays, if they were first tested in the quantity condition. Furthermore, horses that were fed hay ad libitum, instead of in a restricted manner, reached higher delays. Coping behaviors (e.g., looking away, head movements, pawing, and increasing distance to reward) facilitated waiting success and horses were able to anticipate the upcoming delay duration as indicated by non-random distributions of giving-up times. We found no correlations between owner-assessed traits (e.g., trainability and patience) and individual performance in the test. These results suggest that horses are able to exert self-control in a delay of gratification paradigm similar to other domesticated species. Our simplified paradigm could be used to gather large scale data, e.g., to investigate the role of self-control in trainability or success in equestrian sports.
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Affiliation(s)
- Désirée Brucks
- Animal Husbandry, Behaviour and Welfare Group, Institute of Animal Breeding and Genetics, University of Giessen, Giessen, Germany
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3
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Voudouris K, Crosby M, Beyret B, Hernández-Orallo J, Shanahan M, Halina M, Cheke LG. Direct Human-AI Comparison in the Animal-AI Environment. Front Psychol 2022; 13:711821. [PMID: 35686061 PMCID: PMC9172850 DOI: 10.3389/fpsyg.2022.711821] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2021] [Accepted: 03/28/2022] [Indexed: 01/04/2023] Open
Abstract
Artificial Intelligence is making rapid and remarkable progress in the development of more sophisticated and powerful systems. However, the acknowledgement of several problems with modern machine learning approaches has prompted a shift in AI benchmarking away from task-oriented testing (such as Chess and Go) towards ability-oriented testing, in which AI systems are tested on their capacity to solve certain kinds of novel problems. The Animal-AI Environment is one such benchmark which aims to apply the ability-oriented testing used in comparative psychology to AI systems. Here, we present the first direct human-AI comparison in the Animal-AI Environment, using children aged 6-10 (n = 52). We found that children of all ages were significantly better than a sample of 30 AIs across most of the tests we examined, as well as performing significantly better than the two top-scoring AIs, "ironbar" and "Trrrrr," from the Animal-AI Olympics Competition 2019. While children and AIs performed similarly on basic navigational tasks, AIs performed significantly worse in more complex cognitive tests, including detour tasks, spatial elimination tasks, and object permanence tasks, indicating that AIs lack several cognitive abilities that children aged 6-10 possess. Both children and AIs performed poorly on tool-use tasks, suggesting that these tests are challenging for both biological and non-biological machines.
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Affiliation(s)
- Konstantinos Voudouris
- Leverhulme Centre for the Future of Intelligence, University of Cambridge, Cambridge, United Kingdom
- Department of Psychology, University of Cambridge, Cambridge, United Kingdom, Cambridge, United Kingdom
| | - Matthew Crosby
- Leverhulme Centre for the Future of Intelligence, University of Cambridge, Cambridge, United Kingdom
- Department of Computing, Imperial College London, London, United Kingdom
| | - Benjamin Beyret
- Leverhulme Centre for the Future of Intelligence, University of Cambridge, Cambridge, United Kingdom
- Department of Computing, Imperial College London, London, United Kingdom
| | - José Hernández-Orallo
- Leverhulme Centre for the Future of Intelligence, University of Cambridge, Cambridge, United Kingdom
- Valencian Research Institute for Artificial Intelligence (VRAIN), Universitat Politècnica de València, València, Spain
| | - Murray Shanahan
- Leverhulme Centre for the Future of Intelligence, University of Cambridge, Cambridge, United Kingdom
- Department of Computing, Imperial College London, London, United Kingdom
| | - Marta Halina
- Leverhulme Centre for the Future of Intelligence, University of Cambridge, Cambridge, United Kingdom
- Department of Psychology, University of Cambridge, Cambridge, United Kingdom, Cambridge, United Kingdom
- Department of History and Philosophy of Science, University of Cambridge, Cambridge, United Kingdom
| | - Lucy G. Cheke
- Leverhulme Centre for the Future of Intelligence, University of Cambridge, Cambridge, United Kingdom
- Department of Psychology, University of Cambridge, Cambridge, United Kingdom, Cambridge, United Kingdom
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Wascher CAF, Allen K, Szipl G. Learning and motor inhibitory control in crows and domestic chickens. ROYAL SOCIETY OPEN SCIENCE 2021; 8:210504. [PMID: 34703616 PMCID: PMC8527213 DOI: 10.1098/rsos.210504] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/24/2021] [Accepted: 09/30/2021] [Indexed: 06/13/2023]
Abstract
Cognitive abilities allow animals to navigate through complex, fluctuating environments. In the present study, we tested the performance of a captive group of eight crows, Corvus corone and 10 domestic chickens, Gallus gallus domesticus, in the cylinder task, as a test of motor inhibitory control and reversal learning as a measure of learning ability and behavioural flexibility. Four crows and nine chickens completed the cylinder task, eight crows and six chickens completed the reversal learning experiment. Crows performed better in the cylinder task compared with chickens. In the reversal learning experiment, species did not significantly differ in the number of trials until the learning criterion was reached. The performance in the reversal learning experiment did not correlate with performance in the cylinder task in chickens. Our results suggest crows to possess better motor inhibitory control compared with chickens. By contrast, learning performance in a reversal learning task did not differ between the species, indicating similar levels of behavioural flexibility. Interestingly, we describe notable individual differences in performance. We stress the importance not only to compare cognitive performance between species but also between individuals of the same species when investigating the evolution of cognitive skills.
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Affiliation(s)
- Claudia A. F. Wascher
- Behavioural Ecology Research Group, School of Life Sciences, Anglia Ruskin University, Chelmsford, UK
| | - Katie Allen
- Behavioural Ecology Research Group, School of Life Sciences, Anglia Ruskin University, Chelmsford, UK
| | - Georgine Szipl
- Konrad Lorenz Forschungsstelle, Core facility, University of Vienna, Gruenau, Austria
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Farrar BG, Voudouris K, Clayton NS. Replications, Comparisons, Sampling and the Problem of Representativeness in Animal Cognition Research. ANIMAL BEHAVIOR AND COGNITION 2021; 8:273-295. [PMID: 34046521 PMCID: PMC7610843 DOI: 10.26451/abc.08.02.14.2021] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
Animal cognition research often involves small and idiosyncratic samples. This can constrain the generalizability and replicability of a study's results and prevent meaningful comparisons between samples. However, there is little consensus about what makes a strong replication or comparison in animal research. We apply a resampling definition of replication to answer these questions in Part 1 of this article, and, in Part 2, we focus on the problem of representativeness in animal research. Through a case study and a simulation study, we highlight how and when representativeness may be an issue in animal behavior and cognition research and show how the representativeness problems can be viewed through the lenses of, i) replicability, ii) generalizability and external validity, iii) pseudoreplication and, iv) theory testing. Next, we discuss when and how researchers can improve their ability to learn from small sample research through, i) increasing heterogeneity in experimental design, ii) increasing homogeneity in experimental design, and, iii) statistically modeling variation. Finally, we describe how the strongest solutions will vary depending on the goals and resources of individual research programs and discuss some barriers towards implementing them.
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Raoult CMC, Osthaus B, Hildebrand ACG, McElligott AG, Nawroth C. Goats show higher behavioural flexibility than sheep in a spatial detour task. ROYAL SOCIETY OPEN SCIENCE 2021; 8:201627. [PMID: 33959332 PMCID: PMC8074883 DOI: 10.1098/rsos.201627] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/10/2020] [Accepted: 02/03/2021] [Indexed: 06/12/2023]
Abstract
The ability to adapt to changing environments is crucial for survival and has evolved based on socio-ecological factors. Goats and sheep are closely related, with similar social structures, body sizes and domestication levels, but different feeding ecologies, i.e. goats are browsers and sheep are grazers. We investigated whether goats' reliance on more patchily distributed food sources predicted an increased behavioural flexibility compared to sheep. We tested 21 goats and 28 sheep in a spatial A-not-B detour task. Subjects had to navigate around a straight barrier through a gap at its edge. After one, two, three or four of these initial A trials, the gap was moved to the opposite end and subjects performed four B trials. Behaviourally more flexible individuals should move through the new gap faster, while those less behaviourally flexible should show greater perseveration. While both species showed an accuracy reduction following the change of the gap position, goats recovered from this perseveration error from the second B trial onwards, whereas sheep did so only in the fourth B trial, indicating differences in behavioural flexibility between the species. This higher degree of flexibility in goats compared to sheep could be linked to differences in their foraging strategies.
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Affiliation(s)
- C. M. C. Raoult
- Animal Husbandry and Animal Ecology, Institute of Agricultural and Nutritional Sciences, Martin-Luther University of Halle-Wittenberg, 06120 Halle, Germany
- Centre for Proper Housing of Ruminants and Pigs, FSVO, Agroscope Tänikon, 8356 Ettenhausen, Switzerland
| | - B. Osthaus
- School of Psychology and Life Sciences, Canterbury Christ Church University, Canterbury CT1 1QU, UK
| | - A. C. G. Hildebrand
- Biological and Experimental Psychology, School of Biological and Chemical Sciences, Queen Mary University of London, London E1 4NS, UK
| | - A. G. McElligott
- Jockey Club College of Veterinary Medicine and Life Sciences, City University of Hong Kong, Kowloon, Hong Kong SAR, People's Republic of China
| | - C. Nawroth
- Biological and Experimental Psychology, School of Biological and Chemical Sciences, Queen Mary University of London, London E1 4NS, UK
- Institute of Behavioural Physiology, Leibniz Institute for Farm Animal Biology, 18196 Dummerstorf, Germany
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Foraita M, Howell T, Bennett P. Environmental influences on development of executive functions in dogs. Anim Cogn 2021; 24:655-675. [PMID: 33611642 DOI: 10.1007/s10071-021-01489-1] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2020] [Revised: 01/21/2021] [Accepted: 02/06/2021] [Indexed: 12/14/2022]
Abstract
Executive functions (EFs) are a set of cognitive processes used for effortful self-regulation of behaviour. They include inhibition, working memory, cognitive flexibility and, in some models, attention. In humans, socioeconomic factors and life experiences shape development of EFs. Domestic dogs (Canis familiaris) must often regulate their behaviour in the human environment (e.g. no jumping up on humans or chasing cats), and life experiences also probably influence the development of EFs in dogs. Research into dog cognition and behaviour has been thriving, and some methods used to explore these concepts (e.g. object-choice task, questionnaires measuring traits like distraction and aggression) are likely to be sensitive to differences in EFs, even if that is not their stated aim. Here we examine relevant studies to identify experiential factors which may influence the development of EFs in dogs living in human care. These are early experience, training, housing and stress. We conclude that the development of dogs' EFs may be negatively affected by hardships, and positively by surmountable challenges, early in life. Training methods appear important, with punishment-based methods leading to poorer dog EFs. Kennel environments seem to affect dog EFs negatively. While mild stressors might enhance the development of EFs, too much stress seems to have negative effects. Regulation of behaviour, a key outcome of EFs, is crucial for dogs' integration into human society. We should, therefore, strive to better understand how the environment shapes dogs' EFs.
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Affiliation(s)
- Maike Foraita
- Anthrozoology Research Group, School of Psychology and Public Health, La Trobe University, Melbourne, Australia.
| | - Tiffani Howell
- Anthrozoology Research Group, School of Psychology and Public Health, La Trobe University, Melbourne, Australia
| | - Pauleen Bennett
- Anthrozoology Research Group, School of Psychology and Public Health, La Trobe University, Melbourne, Australia
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Macario A, Darden SK, Verbruggen F, Croft DP. Intraspecific variation in inhibitory motor control in guppies, Poecilia reticulata. JOURNAL OF FISH BIOLOGY 2021; 98:317-328. [PMID: 33128393 DOI: 10.1111/jfb.14608] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/12/2020] [Revised: 10/21/2020] [Accepted: 10/29/2020] [Indexed: 06/11/2023]
Abstract
Inhibitory control (IC) is the ability to overcome impulsive or prepotent but ineffective responses in favour of more appropriate behaviours. The ability to inhibit internal predispositions or external temptations is vital in coping with a complex and variable world. Traditionally viewed as cognitively demanding and a main component of executive functioning and self-control, IC was historically examined in only a few species of birds and mammals but recently a number of studies has shown that a much wider range of taxa rely on IC. Furthermore, there is growing evidence that inhibitory abilities may vary within species at the population and individual levels owing to genetic and environmental factors. Here we use a detour-reaching task, a standard paradigm to measure motor inhibition in nonhuman animals, to quantify patterns of interindividual variation in IC in wild-descendant female guppies, Poecilia reticulata. We found that female guppies displayed inhibitory performances that were, on average, half as successful as the performances reported previously for other strains of guppies tested in similar experimental conditions. Moreover, we showed consistent individual variation in the ability to inhibit inappropriate behaviours. Our results contribute to the understanding of the evolution of fish cognition and suggest that IC may show considerable variation among populations within a species. Such variation in IC abilities might contribute to individual differences in other cognitive functions such as spatial learning, quantity discrimination or reversal learning.
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Affiliation(s)
- Alessandro Macario
- Centre for Research in Animal Behaviour, College of Life and Environmental Sciences, University of Exeter, Exeter, UK
| | - Safi K Darden
- Centre for Research in Animal Behaviour, College of Life and Environmental Sciences, University of Exeter, Exeter, UK
| | - Frederick Verbruggen
- Department of Experimental Psychology, Faculty of Psychology and Educational Sciences, Ghent University, Ghent, Belgium
| | - Darren P Croft
- Centre for Research in Animal Behaviour, College of Life and Environmental Sciences, University of Exeter, Exeter, UK
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Ferreira VHB, Reiter L, Germain K, Calandreau L, Guesdon V. Uninhibited chickens: ranging behaviour impacts motor self-regulation in free-range broiler chickens ( Gallus gallus domesticus). Biol Lett 2020; 16:20190721. [PMID: 31964255 DOI: 10.1098/rsbl.2019.0721] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
Inhibiting impulsive, less flexible behaviours is of utmost importance for individual adaptation in an ever-changing environment. However, problem-solving tasks may be greatly impacted by individual differences in behaviour, since animals with distinct behavioural types perceive and interact with their environment differently, resulting in variable responses to the same stimuli. Here, we tested whether and how differences in ranging behaviour of free-range chickens affect motor self-regulation performance during a cylinder task. For this task, subjects must refrain from trying to reach a food reward through the walls of a transparent cylinder and detour to its open sides, as a sign of inhibition. Free-range chickens exhibited an overall low performance in the motor self-regulation task (31.33 ± 13.55% of correct responses), however, high rangers showed significantly poorer performance than the low rangers (23.75 ± 9.16% versus 40 ± 12.90%, respectively). These results give further support to the impacts of individual behavioural differences on cognitive performances. This is the first demonstration to our knowledge of a relationship between exploratory tendencies and motor self-regulation for an avian species.
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Affiliation(s)
- Vitor Hugo Bessa Ferreira
- Yncréa Hauts-de-France, ISA Lille, 48 bd Vauban, 59046 Lille Cedex, France.,INRAE, CNRS, IFCE, Université de Tours, Centre Val de Loire UMR Physiologie de la Reproduction et des Comportements, 37380 Nouzilly, France
| | - Lorène Reiter
- INRAE, UE EASM, Le Magneraud, CS 40052, 17700 Surgères, France
| | - Karine Germain
- INRAE, UE EASM, Le Magneraud, CS 40052, 17700 Surgères, France
| | - Ludovic Calandreau
- INRAE, CNRS, IFCE, Université de Tours, Centre Val de Loire UMR Physiologie de la Reproduction et des Comportements, 37380 Nouzilly, France
| | - Vanessa Guesdon
- Yncréa Hauts-de-France, ISA Lille, 48 bd Vauban, 59046 Lille Cedex, France
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Abstract
In functional laterality research, most ungulate livestock species have until recently been mainly overlooked. However, there are many scientific and practical benefits of studying laterality in ungulate livestock. As social, precocial and domestic species, they may offer insight into the mechanisms involved in the ontogeny and phylogeny of functional laterality and help to better understand the role of laterality in animal welfare. Until now, most studies on ungulate livestock have focused on motor laterality, but interest in other lateralized functions, e.g., cognition and emotions, is growing. Increasingly more studies are also focused on associations with age, sex, personality, health, stress, production and performance. Although the full potential of research on laterality in ungulate livestock is not yet exploited, findings have already shed new light on central issues in cognitive and emotional processing and laid the basis for potentially useful applications in future practice, e.g., stress reduction during human-animal interactions and improved assessments of health, production and welfare. Future research would benefit from further integration of basic laterality methodology (e.g., testing for individual preferences) and applied ethological approaches (e.g., established emotionality tests), which would not only improve our understanding of functional laterality but also benefit the assessment of animal welfare.
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