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Decarli G, Zingaro D, Surian L, Piazza M. Number sense at 12 months predicts 4-year-olds' maths skills. Dev Sci 2023; 26:e13386. [PMID: 36869432 DOI: 10.1111/desc.13386] [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: 02/07/2022] [Revised: 11/17/2022] [Accepted: 01/27/2023] [Indexed: 03/05/2023]
Abstract
Preverbal infants spontaneously represent the number of objects in collections. Is this 'sense of number' (also referred to as Approximate Number System, ANS) part of the cognitive foundations of mathematical skills? Multiple studies reported a correlation between the ANS and mathematical achievement in children. However, some have suggested that such correlation might be mediated by general-purpose inhibitory skills. We addressed the question using a longitudinal approach: we tested the ANS of 60 12 months old infants and, when they were 4 years old (final N = 40), their symbolic math achievement as well as general intelligence and inhibitory skills. Results showed that the ANS at 12 months is a specific predictor of later maths skills independent from general intelligence or inhibitory skills. The correlation between ANS and maths persists when both abilities are measured at four years. These results confirm that the ANS has an early, specific and longstanding relation with mathematical abilities in childhood. RESEARCH HIGHLIGHTS: In the literature there is a lively debate about the correlation between the ANS and maths skills. We longitudinally tested a sample of 60 preverbal infants at 12 months and rested them at 4 years (final sample of 40 infants). The ANS tested at 12 months predicted later symbolic mathematical skills at 4 years, even when controlling for inhibition, general intelligence and perceptual skills. The ANS tested at 4 years remained linked with symbolic maths skills, confirming this early and longstanding relation in childhood.
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Affiliation(s)
- Gisella Decarli
- Department of Psychology and Cognitive Science, University of Trento, Trento, Italy
| | | | - Luca Surian
- Department of Psychology and Cognitive Science, University of Trento, Trento, Italy
| | - Manuela Piazza
- Center for Mind/Brain Sciences, University of Trento, Italy
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2
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Hartston M, Avidan G, Pertzov Y, Hadad BS. Weaker face recognition in adults with autism arises from perceptually based alterations. Autism Res 2023; 16:723-733. [PMID: 36691922 DOI: 10.1002/aur.2893] [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: 07/05/2022] [Accepted: 01/06/2023] [Indexed: 01/25/2023]
Abstract
Face recognition has been shown to be impaired in autism spectrum disorders (ASD). However, it is still debated whether these face processing deficits arise from perceptually based alterations. We tested individuals with ASD and matched typically developing (TD) individuals using a delayed estimation task in which a single target face was shown either upright or inverted. Participants selected a face that best resembled the target face out of a cyclic space of morphed faces. To enable the disentanglement of visual from mnemonic processing, reports were required either following a 1 and 6 second retention interval, or simultaneously while the target face was still visible. Individuals with ASD made significantly more errors than TD individuals in both the simultaneous and delayed intervals, indicating that face recognition deficits in autism are also perceptual rather than strictly memory based. Moreover, individuals with ASD exhibited weaker inversion effects than the TD individuals, on all retention intervals. This finding, that was mostly evident in precision errors, suggests that contrary to the more precise representations of upright faces in TD individuals, individuals with ASD exhibit similar levels of precision for inverted and upright faces, for both simultaneous and delayed conditions. These results suggest that weakened memory for faces reported in ASD may be secondary to an underlying perceptual deficit in face processing.
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Affiliation(s)
- Marissa Hartston
- Department of Special Education, Faculty of Education, University of Haifa, Haifa, Israel
| | - Galia Avidan
- Department of Psychology, Ben-Gurion University of the Negev, Beer Sheva, Israel
| | - Yoni Pertzov
- Department of Psychology, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Bat-Sheva Hadad
- Department of Special Education, Faculty of Education, University of Haifa, Haifa, Israel.,Edmond J. Safra Brain Research Centre, University of Haifa, Haifa, Israel
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3
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Abstract
Autism is a neurodevelopmental disorder of unknown etiology. Recently, there has been a growing interest in sensory processing in autism as a core phenotype. However, basic questions remain unanswered. Here, we review the major findings and models of perception in autism and point to methodological issues that have led to conflicting results. We show that popular models of perception in autism, such as the reduced prior hypothesis, cannot explain the many and varied findings. To resolve these issues, we point to the benefits of using rigorous psychophysical methods to study perception in autism. We advocate for perceptual models that provide a detailed explanation of behavior while also taking into account factors such as context, learning, and attention. Furthermore, we demonstrate the importance of tracking changes over the course of development to reveal the causal pathways and compensatory mechanisms. Finally, we propose a developmental perceptual narrowing account of the condition. Expected final online publication date for the Annual Review of Vision Science, Volume 8 is September 2022. Please see http://www.annualreviews.org/page/journal/pubdates for revised estimates.
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Affiliation(s)
- Bat-Sheva Hadad
- Department of Special Education and The Edmond J. Safra Brain Research Center, University of Haifa, Haifa, Israel; ,
| | - Amit Yashar
- Department of Special Education and The Edmond J. Safra Brain Research Center, University of Haifa, Haifa, Israel; ,
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4
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Carnevali L, Gui A, Jones EJH, Farroni T. Face Processing in Early Development: A Systematic Review of Behavioral Studies and Considerations in Times of COVID-19 Pandemic. Front Psychol 2022; 13:778247. [PMID: 35250718 PMCID: PMC8894249 DOI: 10.3389/fpsyg.2022.778247] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2021] [Accepted: 01/21/2022] [Indexed: 12/17/2022] Open
Abstract
Human faces are one of the most prominent stimuli in the visual environment of young infants and convey critical information for the development of social cognition. During the COVID-19 pandemic, mask wearing has become a common practice outside the home environment. With masks covering nose and mouth regions, the facial cues available to the infant are impoverished. The impact of these changes on development is unknown but is critical to debates around mask mandates in early childhood settings. As infants grow, they increasingly interact with a broader range of familiar and unfamiliar people outside the home; in these settings, mask wearing could possibly influence social development. In order to generate hypotheses about the effects of mask wearing on infant social development, in the present work, we systematically review N = 129 studies selected based on the most recent PRISMA guidelines providing a state-of-the-art framework of behavioral studies investigating face processing in early infancy. We focused on identifying sensitive periods during which being exposed to specific facial features or to the entire face configuration has been found to be important for the development of perceptive and socio-communicative skills. For perceptive skills, infants gradually learn to analyze the eyes or the gaze direction within the context of the entire face configuration. This contributes to identity recognition as well as emotional expression discrimination. For socio-communicative skills, direct gaze and emotional facial expressions are crucial for attention engagement while eye-gaze cuing is important for joint attention. Moreover, attention to the mouth is particularly relevant for speech learning. We discuss possible implications of the exposure to masked faces for developmental needs and functions. Providing groundwork for further research, we encourage the investigation of the consequences of mask wearing for infants' perceptive and socio-communicative development, suggesting new directions within the research field.
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Affiliation(s)
- Laura Carnevali
- Department of Developmental Psychology and Socialization, University of Padua, Padua, Italy
| | - Anna Gui
- Centre for Brain and Cognitive Development, Birkbeck, University of London, London, United Kingdom
| | - Emily J. H. Jones
- Centre for Brain and Cognitive Development, Birkbeck, University of London, London, United Kingdom
| | - Teresa Farroni
- Department of Developmental Psychology and Socialization, University of Padua, Padua, Italy
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5
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Damon F, Quinn PC, Pascalis O. When novelty prevails on familiarity: Visual biases for child versus infant faces in 3.5- to 12-month-olds. J Exp Child Psychol 2021; 210:105174. [PMID: 34144347 DOI: 10.1016/j.jecp.2021.105174] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2020] [Revised: 03/14/2021] [Accepted: 04/05/2021] [Indexed: 11/16/2022]
Abstract
The current study examined the influence of everyday perceptual experience with infant and child faces on the shaping of visual biases for faces in 3.5-, 6-, 9-, and 12-month-old infants. In Experiment 1, infants were presented with pairs of photographs of unfamiliar child and infant faces. Four groups with differential experience with infant and child faces were composed from parents' reports of daily exposure with infants and children (no experience, infant face experience, child face experience, and both infant and child face experience) to assess influence of experience on face preferences. Results showed that infants from all age groups displayed a bias for the novel category of faces in relation to their previous exposure to infant and child faces. In Experiment 2, this pattern of visual attention was reversed in infants presented with pictures of personally familiar child faces (i.e., older siblings) compared with unfamiliar infant faces, especially in older infants. These results suggest that allocation of attention for novelty can supersede familiarity biases for faces depending on experience and highlight that multiple factors drive infant visual behavior in responding to the social world.
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Affiliation(s)
- Fabrice Damon
- Centre des Sciences du Goût et de l'Alimentation, AgroSup Dijon, CNRS, INRAE, Université Bourgogne Franche-Comté, F-21000 Dijon, France.
| | - Paul C Quinn
- Department of Psychological and Brain Sciences, University of Delaware, Newark, DE 19716, USA
| | - Olivier Pascalis
- University of Grenoble Alpes, Laboratoire de Psychologie et Neurocognition, F-38000 Grenoble, France; Laboratoire de Psychologie et Neurocognition, CNRS, F-38000 Grenoble, France
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6
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Tsurumi S, Kanazawa S, Yamaguchi MK, Kawahara JI. Rapid identification of the face in infants. J Exp Child Psychol 2019; 186:45-58. [PMID: 31195210 DOI: 10.1016/j.jecp.2019.05.005] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2018] [Revised: 05/14/2019] [Accepted: 05/15/2019] [Indexed: 10/26/2022]
Abstract
Our visual system can rapidly process stimuli relevant to our current behavioral goal within various irrelevant stimuli in natural scenes. This ability to detect and identify target stimuli during nontarget stimuli has been mainly studied in adults, so that the development of this high-level visual function has been unknown among infants, although it has been shown that 15-month-olds' temporal thresholds of face visibility are close to those of adults. However, we demonstrate here that infants younger than 15 months can identify a target face among nontarget but meaningful scene images. In the current study, we investigated infants' ability to detect and identify a face in a rapid serial visual presentation. Experiment 1 examined whether 5- to 8-month-olds could discriminate the difference in the presentation duration of visual streams (100 vs. 11 ms). Results showed that 7- and 8-month-olds successfully discriminated between the presentation durations. In Experiment 2, we examined whether 5- to 8-month-olds could detect the face presented for 100 ms and found that 7- and 8-month-olds could detect the face embedded in rapid serial visual streams. To further clarify the face processing at this age of infants, we tested whether infants could identify upright and inverted faces in rapid visual streams in Experiments 3a and 3b. The results showed that 7- and 8-month-olds identified upright faces, but not inverted faces, during the visual stream, which reflected face inversion effects. Overall, we suggest that the temporal speed of face processing at 7 and 8 months of age would be comparable to that of adults.
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Affiliation(s)
- Shuma Tsurumi
- Department of Psychology, Chuo University, Hachioji, Tokyo 192-0393, Japan; Japan Society for the Promotion of Science, Chiyoda-ku, Tokyo 102-0083, Japan.
| | - So Kanazawa
- Department of Psychology, Japan Women's University, Kawasaki, Kanagawa 214-8565, Japan
| | - Masami K Yamaguchi
- Department of Psychology, Chuo University, Hachioji, Tokyo 192-0393, Japan
| | - Jun-Ichiro Kawahara
- Department of Psychology, Hokkaido University, Sapporo, Hokkaido 060-0810, Japan
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7
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Quinn PC, Lee K, Pascalis O. Face Processing in Infancy and Beyond: The Case of Social Categories. Annu Rev Psychol 2019; 70:165-189. [DOI: 10.1146/annurev-psych-010418-102753] [Citation(s) in RCA: 38] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Prior reviews of infant face processing have emphasized how infants respond to faces in general. This review highlights how infants come to respond differentially to social categories of faces based on differential experience, with a focus on race and gender. We examine six different behaviors: preference, recognition, scanning, category formation, association with emotion, and selective learning. Although some aspects of infant responding to face race and gender may be accounted for by traditional models of perceptual development, other aspects suggest the need for a broader model that links perceptual development with social and emotional development. We also consider how responding to face race and gender in infancy may presage responding to these categories beyond infancy and discuss how social biases favoring own-race and female faces are formed.
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Affiliation(s)
- Paul C. Quinn
- Department of Psychological and Brain Sciences, University of Delaware, Newark, Delaware 19716, USA
| | - Kang Lee
- Dr. Eric Jackman Institute of Child Study, University of Toronto, Toronto, Ontario M5R 2X2, Canada
| | - Olivier Pascalis
- Laboratoire de Psychologie et NeuroCognition, Université Grenoble Alpes, 38400 Saint-Martin-d'Hères, France
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8
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Wang Z, Quinn PC, Jin H, Sun YHP, Tanaka JW, Pascalis O, Lee K. A regional composite-face effect for species-specific recognition: Upper and lower halves play different roles in holistic processing of monkey faces. Vision Res 2018; 157:89-96. [PMID: 29653136 DOI: 10.1016/j.visres.2018.03.004] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2017] [Revised: 03/06/2018] [Accepted: 03/12/2018] [Indexed: 11/18/2022]
Abstract
Using a composite-face paradigm, we examined the holistic processing induced by Asian faces, Caucasian faces, and monkey faces with human Asian participants in two experiments. In Experiment 1, participants were asked to judge whether the upper halves of two faces successively presented were the same or different. A composite-face effect was found for Asian faces and Caucasian faces, but not for monkey faces. In Experiment 2, participants were asked to judge whether the lower halves of the two faces successively presented were the same or different. A composite-face effect was found for monkey faces as well as for Asian faces and Caucasian faces. Collectively, these results reveal that own-species (i.e., own-race and other-race) faces engage holistic processing in both upper and lower halves of the face, but other-species (i.e., monkey) faces engage holistic processing only when participants are asked to match the lower halves of the face. The findings are discussed in the context of a region-based holistic processing account for the species-specific effect in face recognition.
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Affiliation(s)
- Zhe Wang
- Department of Psychology, Zhejiang Sci-Tech University, PR China
| | - Paul C Quinn
- Department of Psychological and Brain Sciences, University of Delaware, USA
| | - Haiyang Jin
- Department of Psychology, Zhejiang Sci-Tech University, PR China
| | - Yu-Hao P Sun
- Department of Psychology, Zhejiang Sci-Tech University, PR China; Department of Psychology, University of Nanjing, PR China.
| | - James W Tanaka
- Department of Psychology, University of Victoria, Canada
| | - Olivier Pascalis
- Laboratoire de Psychologie et Neurocognition, Université Grenoble Alpes, France
| | - Kang Lee
- Dr. Eric Jackman Institute of Child Study, University of Toronto, Canada.
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9
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Robbins RA, Lewis TL, Maurer D. The relationship between discrimination and memory for spacing and feature changes in houses. The Journal of General Psychology 2018; 145:153-169. [PMID: 29608413 DOI: 10.1080/00221309.2018.1442313] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Abstract
Adults need to discriminate between stimuli and recognize those previously seen. For faces, feature changes (e.g., different eyes) and spacing changes (e.g., distances between eyes) are important cues. In two experiments, we assessed the influence of these on discrimination and recognition of houses, a commonly used control in face studies. In both experiments, discrimination was better for feature than spacing changes. Memory for spacing changes was generally poor but aided by extra learning and intermixing change types. Conversely, memory for features was good, especially when there were few houses, and change type was blocked. Unexpectedly, memory was best for differences that might signal something about occupants (e.g., changes to garden or bins), perhaps akin to hairstyles for faces. Overall, results are consistent with previous work showing poor discrimination of spacing in non-face objects and extends them to show that, unlike for faces, spacing differences are also not well remembered.
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Affiliation(s)
- Rachel A Robbins
- a School of Social Sciences and Psychology , Western Sydney University , Sydney , Australia.,b Department of Psychology , Neuroscience & Behaviour , McMaster University , Hamilton , Canada
| | - Terri L Lewis
- b Department of Psychology , Neuroscience & Behaviour , McMaster University , Hamilton , Canada
| | - Daphne Maurer
- b Department of Psychology , Neuroscience & Behaviour , McMaster University , Hamilton , Canada
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10
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Kuwabara M, Smith LB. Cultural differences in visual object recognition in 3-year-old children. J Exp Child Psychol 2016; 147:22-38. [PMID: 26985576 PMCID: PMC4854758 DOI: 10.1016/j.jecp.2016.02.006] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2015] [Revised: 02/05/2016] [Accepted: 02/11/2016] [Indexed: 11/26/2022]
Abstract
Recent research indicates that culture penetrates fundamental processes of perception and cognition. Here, we provide evidence that these influences begin early and influence how preschool children recognize common objects. The three tasks (N=128) examined the degree to which nonface object recognition by 3-year-olds was based on individual diagnostic features versus more configural and holistic processing. Task 1 used a 6-alternative forced choice task in which children were asked to find a named category in arrays of masked objects where only three diagnostic features were visible for each object. U.S. children outperformed age-matched Japanese children. Task 2 presented pictures of objects to children piece by piece. U.S. children recognized the objects given fewer pieces than Japanese children, and the likelihood of recognition increased for U.S. children, but not Japanese children, when the piece added was rated by both U.S. and Japanese adults as highly defining. Task 3 used a standard measure of configural progressing, asking the degree to which recognition of matching pictures was disrupted by the rotation of one picture. Japanese children's recognition was more disrupted by inversion than was that of U.S. children, indicating more configural processing by Japanese than U.S. children. The pattern suggests early cross-cultural differences in visual processing; findings that raise important questions about how visual experiences differ across cultures and about universal patterns of cognitive development.
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Affiliation(s)
- Megumi Kuwabara
- Child Development Program, California State University Dominguez Hills, 1000 E. Victoria Street Caron, CA 90747
| | - Linda B. Smith
- Department of Psychological and Brain Sciences, Indiana University, 1101 E. Tenth Street Bloomington, IN 47405 USA
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11
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Wang Z, Quinn PC, Tanaka JW, Yu X, Sun YHP, Liu J, Pascalis O, Ge L, Lee K. An other-race effect for configural and featural processing of faces: upper and lower face regions play different roles. Front Psychol 2015; 6:559. [PMID: 26005427 PMCID: PMC4424811 DOI: 10.3389/fpsyg.2015.00559] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2014] [Accepted: 04/17/2015] [Indexed: 11/13/2022] Open
Abstract
We examined whether Asian individuals would show differential sensitivity to configural vs. featural changes to own- and other-race faces and whether such sensitivity would depend on whether the changes occurred in the upper vs. lower regions of the faces. We systematically varied the size of key facial features (eyes and mouth) of own-race Asian faces and other-race Caucasian faces, and the configuration (spacing) between the eyes and between the nose and mouth of the two types of faces. Results revealed that the other-race effect (ORE) is more pronounced when featural and configural spacing changes are in the upper region than in the lower region of the face. These findings reveal that information from the upper vs. lower region of the face contributes differentially to the ORE in face processing, and that processing of face race is influenced more by information location (i.e., upper vs. lower) than by information type (i.e., configural vs. featural).
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Affiliation(s)
- Zhe Wang
- Department of Psychology, Zhejiang Sci-Tech University, HangzhouChina
| | - Paul C. Quinn
- Department of Psychological and Brain Sciences, University of Delaware, Newark, DEUSA
| | - James W. Tanaka
- Department of Psychology, University of Victoria, Vancouver, BCCanada
| | - Xiaoyang Yu
- Department of Psychology, Zhejiang Sci-Tech University, HangzhouChina
| | - Yu-Hao P. Sun
- Department of Psychology, Zhejiang Sci-Tech University, HangzhouChina
- Dr. Eric Jackman Institute of Child Study, University of TorontoToronto, ON, Canada
| | - Jiangang Liu
- School of Computer and Information Technology, Beijing Jiaotong University, BeijingChina
| | - Olivier Pascalis
- Laboratoire de Psychologie et Neurocognition, Université Grenoble Alpes, ParisFrance
| | - Liezhong Ge
- Department of Psychology, Zhejiang Sci-Tech University, HangzhouChina
| | - Kang Lee
- Dr. Eric Jackman Institute of Child Study, University of TorontoToronto, ON, Canada
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12
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Tanaka JW, Quinn PC, Xu B, Maynard K, Huxtable N, Lee K, Pascalis O. The effects of information type (features vs. configuration) and location (eyes vs. mouth) on the development of face perception. J Exp Child Psychol 2014; 124:36-49. [PMID: 24747157 PMCID: PMC4055296 DOI: 10.1016/j.jecp.2014.01.001] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2013] [Revised: 12/26/2013] [Accepted: 01/04/2014] [Indexed: 11/26/2022]
Abstract
The goal of the current study was to investigate the development of face processing strategies in a perceptual discrimination task. Children (7-12 years of age) and young adults were administered the Face Dimensions Task. In the Face Dimensions Task, participants were asked to judge whether two simultaneously presented faces were the "same" or "different". For the "same" trials, the two faces were identical. For the "different" trials, the faces differed in either the spacing between the eyes, the spacing between the nose and the mouth, the size of the eyes, or the size of the mouth. The main finding was that 7- to 10-year-old children showed no difference in their ability to discriminate differences in eye size and eye spacing but showed a poor ability to discriminate differences in nose and mouth spacing and, to a lesser extent, mouth size. The developmental lag between nose-mouth discriminations and the other featural and configural discriminations was reduced in older children and eliminated by young adulthood. These results indicate that the type of face information (i.e., configural vs. featural) and its location (i.e., eye vs. mouth) jointly contribute to the development of face perception abilities.
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Affiliation(s)
- James W Tanaka
- Department of Psychology, University of Victoria, Victoria, British Columbia V8W 3P5, Canada.
| | - Paul C Quinn
- Department of Psychology, University of Delaware, Newark, DE 19716, USA
| | - Buyun Xu
- Department of Psychology, University of Victoria, Victoria, British Columbia V8W 3P5, Canada
| | - Kim Maynard
- Department of Psychology, University of Victoria, Victoria, British Columbia V8W 3P5, Canada
| | - Natalie Huxtable
- Department of Psychology, University of Victoria, Victoria, British Columbia V8W 3P5, Canada
| | - Kang Lee
- Eric Jackman Institute of Child Study, University of Toronto, Toronto, Ontario M5S 1V6, Canada
| | - Olivier Pascalis
- Laboratoire de Psychologie et Neurocognition, CNRS UMR 5105, Université Pierre Mendès France, 38040 Grenoble, France
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13
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Losing face: impaired discrimination of featural and configural information in the mouth region of an inverted face. Atten Percept Psychophys 2014; 76:1000-14. [DOI: 10.3758/s13414-014-0628-0] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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