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Kunin L, Piccolo SH, Saxe R, Liu S. Perceptual and conceptual novelty independently guide infant looking behaviour: a systematic review and meta-analysis. Nat Hum Behav 2024; 8:2342-2356. [PMID: 39402259 DOI: 10.1038/s41562-024-01965-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2024] [Accepted: 07/23/2024] [Indexed: 11/03/2024]
Abstract
Human infants are born with their eyes open and an otherwise limited motor repertoire; thus, studies measuring infant looking are commonly used to investigate the developmental origins of perception and cognition. However, scholars have long expressed concerns about the reliability and interpretation of looking behaviours. We evaluated these concerns using a pre-registered ( https://osf.io/jghc3 ), systematic meta-analysis of 76 published and unpublished studies of infants' early physical and psychological reasoning (total n = 1,899; 3- to 12-month-old infants; database search and call for unpublished studies conducted July to August 2022). We studied two effects in the same datasets: looking towards expected versus unexpected events (violation of expectation (VOE)) and looking towards visually familiar versus visually novel events (perceptual novelty (PN)). Most studies implemented methods to minimize the risk of bias (for example, ensuring that experimenters were naive to the conditions and reporting inter-rater reliability). There was mixed evidence about publication bias for the VOE effect. Most centrally to our research aims, we found that these two effects varied systematically-with roughly equal effect sizes (VOE, standardized mean difference 0.290 and 95% confidence interval (0.208, 0.372); PN, standardized mean difference 0.239 and 95% confidence interval (0.109, 0.369))-but independently, based on different predictors. Age predicted infants' looking responses to unexpected events, but not visually novel events. Habituation predicted infants' looking responses to visually novel events, but not unexpected events. From these findings, we suggest that conceptual and perceptual novelty independently influence infants' looking behaviour.
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Affiliation(s)
- Linette Kunin
- Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA, USA
| | | | - Rebecca Saxe
- Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Shari Liu
- Department of Psychological and Brain Sciences, Johns Hopkins University, Baltimore, MD, USA.
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2
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Grandchamp des Raux H, Ghilardi T, Soderberg C, Ossmy O. The role of action concepts in physical reasoning: insights from late childhood. Philos Trans R Soc Lond B Biol Sci 2024; 379:20230154. [PMID: 39155719 PMCID: PMC11391279 DOI: 10.1098/rstb.2023.0154] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2023] [Revised: 04/22/2024] [Accepted: 06/28/2024] [Indexed: 08/20/2024] Open
Abstract
A fundamental component of human cognition is the ability to intuitively reason about behaviours of objects and systems in the physical world without resorting to explicit scientific knowledge. This skill was traditionally considered a symbolic process. However, in the last decades, there has been a shift towards ideas of embodiment, suggesting that accessing physical knowledge and predicting physical outcomes is grounded in bodily interactions with the environment. Infants and children, who learn mainly through their embodied experiences, serve as a model to probe the link between reasoning and physical concepts. Here, we tested school-aged children (5- to 15-year-olds) in online reasoning games that involve different physical action concepts such as supporting, launching and clearing. We assessed changes in children's performance and strategies over development and their relationships with the different action concepts. Children reasoned more accurately in problems that involved supporting actions compared to launching or clearing actions. Moreover, when children failed, they were more strategic in subsequent attempts when problems involved support rather than launching or clearing. Children improved with age, but improvements differed across action concepts. Our findings suggest that accessing physical knowledge and predicting physical events are affected by action concepts, and those effects change over development. This article is part of the theme issue 'Minds in movement: embodied cognition in the age of artificial intelligence'.
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Affiliation(s)
- Hélène Grandchamp des Raux
- Centre for Brain and Cognitive Development, Birkbeck, University of London, 32 Torrington Square , London, WC1E 7JL, UK
- Department of Psychological Sciences, Birkbeck, University of London, 32 Torrington Square , London WC1E 7JL, UK
| | - Tommaso Ghilardi
- Centre for Brain and Cognitive Development, Birkbeck, University of London, 32 Torrington Square , London, WC1E 7JL, UK
- Department of Psychological Sciences, Birkbeck, University of London, 32 Torrington Square , London WC1E 7JL, UK
| | - Christina Soderberg
- Centre for Brain and Cognitive Development, Birkbeck, University of London, 32 Torrington Square , London, WC1E 7JL, UK
- Department of Psychological Sciences, Birkbeck, University of London, 32 Torrington Square , London WC1E 7JL, UK
| | - Ori Ossmy
- Centre for Brain and Cognitive Development, Birkbeck, University of London, 32 Torrington Square , London, WC1E 7JL, UK
- Department of Psychological Sciences, Birkbeck, University of London, 32 Torrington Square , London WC1E 7JL, UK
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3
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Luo Y, vanMarle K, Groh AM. The Cognitive Architecture of Infant Attachment. PERSPECTIVES ON PSYCHOLOGICAL SCIENCE 2024:17456916241262693. [PMID: 39186195 DOI: 10.1177/17456916241262693] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/27/2024]
Abstract
Meta-analytic evidence indicates that the quality of the attachment relationship that infants establish with their primary caregiver has enduring significance for socioemotional and cognitive outcomes. However, the mechanisms by which early attachment experiences contribute to subsequent development remain underspecified. According to attachment theory, early attachment experiences become embodied in the form of cognitive-affective representations, referred to as internal working models (IWMs), that guide future behavior. Little is known, however, about the cognitive architecture of IWMs in infancy. In this article, we discuss significant advances made in the field of infant cognitive development and propose that leveraging insights from this research has the potential to fundamentally shape our understanding of the cognitive architecture of attachment representations in infancy. We also propose that the integration of attachment research into cognitive research can shed light on the role of early experiences, individual differences, and stability and change in infant cognition, as well as open new routes of investigation in cognitive studies, which will further our understanding of human knowledge. We provide recommendations for future research throughout the article and conclude by using our collaborative research as an example.
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Affiliation(s)
- Yuyan Luo
- Department of Psychological Sciences, University of Missouri-Columbia
| | - Kristy vanMarle
- Department of Psychological Sciences, University of Missouri-Columbia
| | - Ashley M Groh
- Department of Psychological Sciences, University of Missouri-Columbia
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4
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Gönül G, Clément F. How young children use manifest emotions and dominance cues to understand social rules: a registered report. Cogn Emot 2024:1-20. [PMID: 39069642 DOI: 10.1080/02699931.2024.2384140] [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: 10/31/2021] [Revised: 07/18/2024] [Accepted: 07/19/2024] [Indexed: 07/30/2024]
Abstract
Given the complexity of human social life, it is astonishing to observe how quickly children adapt to their social environment. To be accepted by the other members, it is crucial to understand and follow the rules and norms shared by the group. How and from whom do young children learn these social rules? In the experiments, based on the crucial role of affective social learning and dominance hierarchies in simple rule understanding, we showed 15-to-23-month-olds and 3-to-5-year-old children videos where the agents' body size and affective cues were manipulated. In the dominant rule-maker condition, when a smaller protagonist puts an object in one location, a bigger agent reacts with a positive reaction; on the contrary, when the smaller protagonist puts an object in another location, the bigger agent displays a negative reaction. In the subordinate rule-maker condition, the roles are shifted but the agents differ. Toddlers expect the protagonist to follow the rules (based on anticipatory looks), independent of the dominant status of the rule-making agent. Three-to-five-year-old pre-schoolers overall perform at the chance level but expect the protagonist to disobey a rule in the first trial, and obey the rule in the second trial if the rule-maker is dominant.
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Affiliation(s)
- Gökhan Gönül
- Cognitive Science Centre, University of Neuchâtel, Neuchâtel, Switzerland
| | - Fabrice Clément
- Cognitive Science Centre, University of Neuchâtel, Neuchâtel, Switzerland
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Madhavan R, Malem B, Ackermann L, Mundry R, Mani N. An examination of measures of young children's interest in natural object categories. Cortex 2024; 175:124-148. [PMID: 38553356 DOI: 10.1016/j.cortex.2024.02.015] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2022] [Revised: 01/31/2024] [Accepted: 02/08/2024] [Indexed: 05/29/2024]
Abstract
Developmental research utilizes various different methodologies and measures to study the cognitive development of young children; however, the reliability and validity of such measures have been a critical issue in all areas of research practices. To address this problem, particularly in the area of research on infants' interests, we examined the convergent validity of previously reported measures of children's interests in natural object categories, as indexed by (1) parents' estimation of their child's interest in the categories, (2) extrinsic (overt choices in a task), (3) intrinsic (looking time toward objects), and (4) physiological (pupil dilation) responses to objects of different categories. Additionally, we also examined the discriminant validity of all the aforementioned measures against the well-established and validated measure of parents' estimations of children's vocabulary knowledge. Children completed two tasks: (a) an eye-tracking task, where they were presented with images from a range of defined categories, which collected indices of looking time and pupillary activity; (b) a sticker-choice task, where they were asked to choose between two sticker-images from two different categories belonging to the range of categories assessed in the previous task. Parents completed two questionnaires to estimate (i) their child's interests and (ii) vocabulary knowledge in the categories presented. We first analyzed the discriminant validity between the two parent measures, and found a significant positive association between them. Our successive analyses showed no strong or significant associations between any of our measures, apart from a significant positive association between children's looking time and parents' estimations of children's vocabulary knowledge. From our findings, we conclude that measures of infants' interests thus far may not have sufficient reliability to adequately capture any potential relationship between these measures, or index different components of interest in young children. We suggest next steps for further validation studies in infant research.
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Affiliation(s)
- Rajalakshmi Madhavan
- Psychology of Language Department, University of Göttingen, Goßlerstraße 14, 37073, Göttingen, Germany; Leibniz ScienceCampus Primate Cognition, Kellnerweg 4, 37077, Göttingen, Germany; University of Göttingen, Wilhelmsplatz 1, 37073, Göttingen, Germany.
| | - Ben Malem
- Psychology of Language Department, University of Göttingen, Goßlerstraße 14, 37073, Göttingen, Germany
| | - Lena Ackermann
- German Primate Center, Leibniz Institute for Primate Research, Kellnerweg 4, 37077, Göttingen, Germany; University of Göttingen, Wilhelmsplatz 1, 37073, Göttingen, Germany
| | - Roger Mundry
- Leibniz ScienceCampus Primate Cognition, Kellnerweg 4, 37077, Göttingen, Germany; Cognitive Ethology Laboratory, German Primate Center, Leibniz Institute for Primate Research, Kellnerweg 4, 37077 Göttingen; Department for Primate Cognition, Georg-August-University Göttingen, Germany
| | - Nivedita Mani
- Psychology of Language Department, University of Göttingen, Goßlerstraße 14, 37073, Göttingen, Germany; Leibniz ScienceCampus Primate Cognition, Kellnerweg 4, 37077, Göttingen, Germany; University of Göttingen, Wilhelmsplatz 1, 37073, Göttingen, Germany
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Gönül G, Kammermeier M, Paulus M. What is in an action? Preschool children predict that agents take previous paths and not previous goals. Dev Sci 2024; 27:e13466. [PMID: 38054272 DOI: 10.1111/desc.13466] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2021] [Revised: 11/17/2023] [Accepted: 11/27/2023] [Indexed: 12/07/2023]
Abstract
Developmental science has experienced a vivid debate on whether young children prioritize goals over means in their prediction of others' actions. Influential developmental theories highlight the role of goal objects for action understanding. Yet, recent infant studies report evidence for the opposite. The empirical evidence is therefore inconclusive. The current study advanced this debate by assessing preschool children's verbal predictions of others' actions. In five experiments (N = 302), we investigated whether preschool children and adults predict agents to move towards their previous goal (that is, show goal-related predictions) or predict agents to move along the same movement path that they pursued before. While Experiments 1a, 1b and 1c presented young children and adults with animated agents, Experiments 2a and 2b presented participants with human grasping action. An integrative analysis across experiments revealed that children were more likely to predict the agent to move along the same movement path, Z = -4.574, p ≤ 0.0001 (r = 0.304). That is, preschool children were more likely to predict that agents would move along the same trajectory even though this action would lead to a new goal object. Thus, our findings suggest that young children's action prediction relies on the detection of spatial and movement information. Overall, we discuss our findings in terms of theoretical frameworks that conceive of action understanding as an umbrella term that comprises different forms and facets in which humans understand others' actions. RESEARCH HIGHLIGHTS: We investigated whether preschool children predict agents to move towards their previous goal or to move along the same movement path that they pursued before. Unlike adults, preschool children predicted that agents would move along the same trajectory even though this action would lead to a new goal. Adults' goal-based predictions were affected from contextual details, whereas children systematically made path-based predictions. Young children's action prediction relies on the detection of spatial and movement information.
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Affiliation(s)
- Gökhan Gönül
- Department of Psychology, Ludwig-Maximilians-Universität München, Munich, Germany
- Cognitive Science Centre, University of Neuchâtel, Neuchatel, Switzerland
| | - Marina Kammermeier
- Department of Psychology, Ludwig-Maximilians-Universität München, Munich, Germany
| | - Markus Paulus
- Department of Psychology, Ludwig-Maximilians-Universität München, Munich, Germany
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Lonardo L, Völter CJ, Hepach R, Lamm C, Huber L. Do dogs preferentially encode the identity of the target object or the location of others' actions? Anim Cogn 2024; 27:28. [PMID: 38553650 PMCID: PMC10980658 DOI: 10.1007/s10071-024-01870-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2023] [Revised: 03/22/2024] [Accepted: 03/24/2024] [Indexed: 04/02/2024]
Abstract
The ability to make sense of and predict others' actions is foundational for many socio-cognitive abilities. Dogs (Canis familiaris) constitute interesting comparative models for the study of action perception due to their marked sensitivity to human actions. We tested companion dogs (N = 21) in two screen-based eye-tracking experiments, adopting a task previously used with human infants and apes, to assess which aspects of an agent's action dogs consider relevant to the agent's underlying intentions. An agent was shown repeatedly acting upon the same one of two objects, positioned in the same location. We then presented the objects in swapped locations and the agent approached the objects centrally (Experiment 1) or the old object in the new location or the new object in the old location (Experiment 2). Dogs' anticipatory fixations and looking times did not reflect an expectation that agents should have continued approaching the same object nor the same location as witnessed during the brief familiarization phase; this contrasts with some findings with infants and apes, but aligns with findings in younger infants before they have sufficient motor experience with the observed action. However, dogs' pupil dilation and latency to make an anticipatory fixation suggested that, if anything, dogs expected the agents to keep approaching the same location rather than the same object, and their looking times showed sensitivity to the animacy of the agents. We conclude that dogs, lacking motor experience with the observed actions of grasping or kicking performed by a human or inanimate agent, might interpret such actions as directed toward a specific location rather than a specific object. Future research will need to further probe the suitability of anticipatory looking as measure of dogs' socio-cognitive abilities given differences between the visual systems of dogs and primates.
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Affiliation(s)
- Lucrezia Lonardo
- Comparative Cognition, Messerli Research Institute, University of Veterinary Medicine of Vienna, Medical University of Vienna and University of Vienna, Veterinärplatz 1, Vienna, 1210, Austria.
| | - Christoph J Völter
- Comparative Cognition, Messerli Research Institute, University of Veterinary Medicine of Vienna, Medical University of Vienna and University of Vienna, Veterinärplatz 1, Vienna, 1210, Austria
- Department of Comparative Cultural Psychology, Max Planck Institute for Evolutionary Anthropology, Leipzig, 04103, Germany
| | - Robert Hepach
- Department of Experimental Psychology, University of Oxford, Oxford, OX2 6GG, UK
| | - Claus Lamm
- Social, Cognitive and Affective Neuroscience Unit, Department of Cognition, Emotion and Methods in Psychology, Faculty of Psychology, University of Vienna, Vienna, 1010, Austria
| | - Ludwig Huber
- Comparative Cognition, Messerli Research Institute, University of Veterinary Medicine of Vienna, Medical University of Vienna and University of Vienna, Veterinärplatz 1, Vienna, 1210, Austria
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8
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Cox C, Dideriksen C, Keren-Portnoy T, Roepstorff A, Christiansen MH, Fusaroli R. Infant-directed speech does not always involve exaggerated vowel distinctions: Evidence from Danish. Child Dev 2023; 94:1672-1696. [PMID: 37307398 DOI: 10.1111/cdev.13950] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2022] [Revised: 03/10/2023] [Accepted: 04/11/2023] [Indexed: 06/14/2023]
Abstract
This study compared the acoustic properties of 26 (100% female, 100% monolingual) Danish caregivers' spontaneous speech addressed to their 11- to 24-month-old infants (infant-directed speech, IDS) and an adult experimenter (adult-directed speech, ADS). The data were collected between 2016 and 2018 in Aarhus, Denmark. Prosodic properties of Danish IDS conformed to cross-linguistic patterns, with a higher pitch, greater pitch variability, and slower articulation rate than ADS. However, an acoustic analysis of vocalic properties revealed that Danish IDS had a reduced or similar vowel space, higher within-vowel variability, raised formants, and lower degree of vowel discriminability compared to ADS. None of the measures, except articulation rate, showed age-related differences. These results push for future research to conduct theory-driven comparisons across languages with distinct phonological systems.
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Affiliation(s)
- Christopher Cox
- School of Communication and Culture, Aarhus University, Aarhus, Denmark
- Interacting Minds Centre, Aarhus University, Aarhus, Denmark
- Department of Language and Linguistic Science, University of York, Vanbrugh College, York, UK
| | - Christina Dideriksen
- School of Communication and Culture, Aarhus University, Aarhus, Denmark
- Interacting Minds Centre, Aarhus University, Aarhus, Denmark
| | - Tamar Keren-Portnoy
- Department of Language and Linguistic Science, University of York, Vanbrugh College, York, UK
| | - Andreas Roepstorff
- School of Communication and Culture, Aarhus University, Aarhus, Denmark
- Interacting Minds Centre, Aarhus University, Aarhus, Denmark
| | - Morten H Christiansen
- School of Communication and Culture, Aarhus University, Aarhus, Denmark
- Interacting Minds Centre, Aarhus University, Aarhus, Denmark
- Department of Psychology, Cornell University, New York, Ithaca, USA
| | - Riccardo Fusaroli
- School of Communication and Culture, Aarhus University, Aarhus, Denmark
- Interacting Minds Centre, Aarhus University, Aarhus, Denmark
- Linguistic Data Consortium, University of Pennsylvania, Philadelphia, USA
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Carpendale JIM, Wallbridge B. From action to ethics: A process-relational approach to prosocial development. Front Psychol 2023; 14:1059646. [PMID: 36865355 PMCID: PMC9970991 DOI: 10.3389/fpsyg.2023.1059646] [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: 10/01/2022] [Accepted: 01/19/2023] [Indexed: 02/16/2023] Open
Abstract
Explaining how children first become active prosocial and then later moral agents requires, we argue, beginning with action and interaction with others. We take a process-relational perspective and draw on developmental systems theory in arguing that infants cannot be born knowing about prosociality or morality or anything else. Instead, they are born with emerging abilities to act and react. Their biological embodiment links them to their environment and creates the social environment in which they develop. A clear distinction between biological and social levels cannot be made in the context of ongoing development because they are thoroughly interwoven in a bidirectional system in which they mutually create each other. We focus on infants' emerging ability to interact and develop within a human developmental system, and prosociality and morality emerge at the level of interaction. Caring is a constitutive aspect of the forms of experience in which infants are embedded in the process of becoming persons. Infants are immersed in a world of mutual responsiveness within caring relationships that are infused with concern, interest, and enjoyment. In such a developmental system, infants become persons when they are treated as persons.
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Poulin-Dubois D, Goldman EJ, Meltzer A, Psaradellis E. Discontinuity from implicit to explicit theory of mind from infancy to preschool age. COGNITIVE DEVELOPMENT 2023. [DOI: 10.1016/j.cogdev.2022.101273] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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11
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Syed M. Special issue on reliability of infant research. INFANT AND CHILD DEVELOPMENT 2022. [DOI: 10.1002/icd.2382] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Affiliation(s)
- Moin Syed
- Department of Psychology University of Minnesota Minneapolis Minnesota USA
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12
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Hafner V, Hommel B, Kayhan E, Lee D, Paulus M, Verschoor S. Editorial: The Mechanisms Underlying the Human Minimal Self. Front Psychol 2022; 13:961480. [PMID: 35846650 PMCID: PMC9285898 DOI: 10.3389/fpsyg.2022.961480] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2022] [Accepted: 06/21/2022] [Indexed: 11/13/2022] Open
Affiliation(s)
- Verena Hafner
- Adaptive Systems Group, Department of Computer Science, Humboldt-Universität zu Berlin, Berlin, Germany
| | - Bernhard Hommel
- Department of Psychology, Shandong Normal University, Jinan, China
- University Hospital Carl Gustav Carus, Dresden, Germany
- *Correspondence: Bernhard Hommel
| | - Ezgi Kayhan
- Department of Developmental Psychology, University of Potsdam, Potsdam, Germany
| | - Dongheui Lee
- Human-Centered Assistive Robotics, Technical University of Munich, Munich, Germany
| | - Markus Paulus
- Developmental Psychology, Ludwig Maximilians-Universität München, Munich, Germany
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Kominsky JF, Lucca K, Thomas AJ, Frank MC, Hamlin JK. Simplicity and validity in infant research. COGNITIVE DEVELOPMENT 2022. [DOI: 10.1016/j.cogdev.2022.101213] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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14
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Havron N. Why not both? Using multiple measures to improve reliability in infant studies. INFANT AND CHILD DEVELOPMENT 2022. [DOI: 10.1002/icd.2336] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Naomi Havron
- School of Psychological Sciences University of Haifa Haifa Israel
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Benton DT, Lapan C. Moral masters or moral apprentices? A connectionist account of sociomoral evaluation in preverbal infants. COGNITIVE DEVELOPMENT 2022. [DOI: 10.1016/j.cogdev.2022.101164] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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