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Wagner J, Zurlo A, Rusconi E. Individual differences in visual search: A systematic review of the link between visual search performance and traits or abilities. Cortex 2024; 178:51-90. [PMID: 38970898 DOI: 10.1016/j.cortex.2024.05.020] [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: 01/14/2024] [Revised: 05/29/2024] [Accepted: 05/30/2024] [Indexed: 07/08/2024]
Abstract
Visual search (VS) comprises a class of tasks that we typically perform several times during a day and requires intentionally scanning (with or without moving the eyes) the environment for a specific target (be it an object or a feature) among distractor stimuli. Experimental research in lab-based or real-world settings has offered insight into its underlying neurocognitive mechanisms from a nomothetic point of view. A lesser-known but rapidly growing body of quasi-experimental and correlational research has explored the link between individual differences and VS performance. This combines different research traditions and covers a wide range of individual differences in studies deploying a vast array of VS tasks. As such, it is a challenge to determine whether any associations highlighted in single studies are robust when considering the wider literature. However, clarifying such relationships systematically and comprehensively would help build more accurate models of VS, and it would highlight promising directions for future research. This systematic review provides an up to date and comprehensive synthesis of the existing literature investigating associations between common indices of performance in VS tasks and measures of individual differences mapped onto four categories of cognitive abilities (short-term working memory, fluid reasoning, visual processing and processing speed) and seven categories of traits (Big Five traits, trait anxiety and autistic traits). Consistent associations for both traits (in particular, conscientiousness, autistic traits and trait anxiety - the latter limited to emotional stimuli) and cognitive abilities (particularly visual processing) were identified. Overall, however, informativeness of future studies would benefit from checking and reporting the reliability of all measurement tools, applying multiplicity correction, using complementary techniques, study preregistration and testing why, rather than only if, a robust relation between certain individual differences and VS performance exists.
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Affiliation(s)
- Jennifer Wagner
- Department of Psychology and Cognitive Sciences, University of Trento, Rovereto, Italy
| | - Adriana Zurlo
- Department of Psychology and Cognitive Sciences, University of Trento, Rovereto, Italy
| | - Elena Rusconi
- Department of Psychology and Cognitive Sciences, University of Trento, Rovereto, Italy; Centre of Security and Crime Sciences, University of Trento - University of Verona, Trento, Italy.
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2
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Goold S, Murphy MJ, Goodale MA, Crewther SG, Laycock R. Faster social attention disengagement in individuals with higher autism traits. J Clin Exp Neuropsychol 2022; 44:755-767. [PMID: 36694386 DOI: 10.1080/13803395.2023.2167943] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
INTRODUCTION Atypical visual and social attention has often been associated with clinically diagnosed autism spectrum disorder (ASD), and with the broader autism phenotype. Atypical social attention is of particular research interest given the importance of facial expressions for social communication, with faces tending to attract and hold attention in neurotypical individuals. In autism, this is not necessarily so, where there is debate about the temporal differences in the ability to disengage attention from a face. METHOD Thus, we have used eye-tracking to record saccadic latencies as a measure of time to disengage attention from a central task-irrelevant face before orienting to a newly presented peripheral nonsocial target during a gap-overlap task. Neurotypical participants with higher or lower autism-like traits (AT) completed the task that included central stimuli with varied expressions of facial emotion as well as an inverted face. RESULTS High AT participants demonstrated faster saccadic responses to detect the nonsocial target than low AT participants when disengaging attention from a face. Furthermore, faster saccadic responses were recorded when comparing disengagement from upright to inverted faces in low AT but not in high AT participants. CONCLUSIONS Together, these results extend findings of atypical social attention disengagement in autism and highlight how differences in attention to faces in the broader autism phenotype can lead to apparently superior task performance under certain conditions. Specifically, autism traits were linked to faster attention orienting to a nonsocial target due to the reduced attentional hold of the task irrelevant face stimuli. The absence of an inversion effect in high AT participants also reinforces the suggestion that they process upright or inverted faces similarly, unlike low AT participants for whom inverted faces are thought to be less socially engaging, thus allowing faster disengagement.
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Affiliation(s)
- Saxon Goold
- School of Psychology and Public Health, La Trobe University, Melbourne, Australia
| | - Melanie J Murphy
- School of Psychology and Public Health, La Trobe University, Melbourne, Australia
| | - Melvyn A Goodale
- Western Institute for Neuroscience, The University of Western Ontario, Ontario, Canada
| | - Sheila G Crewther
- School of Psychology and Public Health, La Trobe University, Melbourne, Australia
| | - Robin Laycock
- School of Psychology and Public Health, La Trobe University, Melbourne, Australia.,School of Health and Biomedical Science, RMIT University, Melbourne, Australia
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3
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Visser TAW, English MCW, Maybery MT. No evidence for superior distractor filtering amongst individuals high in autistic-like traits. Atten Percept Psychophys 2022; 84:2715-2724. [PMID: 36207668 PMCID: PMC9630187 DOI: 10.3758/s13414-022-02575-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/12/2022] [Indexed: 11/09/2022]
Abstract
Autistic individuals and individuals with high levels of autistic-like traits often show better visual search performance than their neurotypical peers. The present work investigates whether this advantage stems from increased ability to filter out distractors. Participants with high or low levels of autistic-like traits completed an attentional blink task in which trials varied in target-distractor similarity. The results showed no evidence that high levels of autistic-like traits were associated with superior distractor filtering (indexed by the difference in the size of the attentional blink across the high- and low-similarity distractors). This suggests that search advantages seen in previous studies are likely linked to other mechanisms such as enhanced pre-attentive scene processing, better decision making, or more efficient response selection.
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Affiliation(s)
- Troy A W Visser
- School of Psychological Science, University of Western Australia, 35 Stirling Hwy, Crawley, WA, 6009, Australia.
| | - Michael C W English
- School of Psychological Science, University of Western Australia, 35 Stirling Hwy, Crawley, WA, 6009, Australia
| | - Murray T Maybery
- School of Psychological Science, University of Western Australia, 35 Stirling Hwy, Crawley, WA, 6009, Australia
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4
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Atherton G, Cross L. Reading the mind in cartoon eyes: Comparing human versus cartoon emotion recognition in those with high and low levels of autistic traits. Psychol Rep 2022; 125:1380-1396. [PMID: 33715510 PMCID: PMC9136470 DOI: 10.1177/0033294120988135] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
People who have a high degree of autistic traits often underperform on theory of mind tasks such as perspective-taking or facial emotion recognition compared to those with lower levels of autistic traits. However, some research suggests that this may not be the case if the agent they are evaluating is anthropomorphic (i.e. animal or cartoon) rather than typically human. The present studies examined the relation between facial emotion recognition and autistic trait profiles in over 750 adults using either a standard or cartoon version of the Reading the Mind in the Eyes (RME) test. Results showed that those scoring above the clinical cut off for autistic traits on the Autism Quotient performed significantly worse than those with the lowest levels of autistic traits on the standard RME, while scores across these groups did not differ substantially on the cartoon version of the task. These findings add further evidence that theory of mind ability such as facial emotion recognition is not at a global deficit in those with a high degree of autistic traits. Instead, differences in this ability may be specific to evaluating human agents.
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Affiliation(s)
- Gray Atherton
- Department of Psychology, Edge Hill University, Ormskirk, UK
| | - Liam Cross
- Department of Psychology, Edge Hill University, Ormskirk, UK
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5
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Wagner J, Grigor J, Abdullah A, Cannon P, Wilkin J, Robertson P, Szymkowiak A. The relationship between tendency to attend to detail, sensory sensitivity, and affective response to food cues - A registered report. Int J Psychophysiol 2021; 166:50-60. [PMID: 33965421 DOI: 10.1016/j.ijpsycho.2021.05.003] [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: 06/13/2019] [Revised: 04/30/2021] [Accepted: 05/05/2021] [Indexed: 11/18/2022]
Abstract
Understanding the underlying drivers of food choice remains a challenge and has highlighted the need for measures that capture data over and above that offered by self-reporting tools. Consequently, a growing body of research has set out to interpret facial responses to food cues to offer a greater insight into the emotional responses that may drive food acceptance. However, interpreting facial responses is challenging, as there are numerous factors that may influence affective response to foods, including expectation, context, and individual differences. Existing findings suggest there is a link between autistic traits and sensory sensitivities; research highlights further links between sensory sensitivities and eating behaviour, and autistic traits and eating behaviour, with a body of research focusing on the autistic trait attention to detail (ATD). As such, the current study aimed to examine rapid facial activity in response to foods cues while capturing these individual differences present in the general population. This study found no evidence to suggest facial responses to food pictures were linked with attention to detail or hyper-sensitivity. The findings did support a general link between self-reported pleasantness ratings of viewed foods and activity of facial muscles. Post-hoc analyses suggested scoring on the social skills sub-scale of the Autism Quotient (AQ) was associated with levator activity while viewing pictures low in pleasantness. This study offers a greater understanding of variations, at the individual level, which are associated with affective response to foods, and may help to inform the development of tools that set out to predict food acceptance.
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Affiliation(s)
- Jennifer Wagner
- Abertay University, Dundee, Scotland, United Kingdom of Great Britain and Northern Ireland
| | - John Grigor
- Abertay University, Dundee, Scotland, United Kingdom of Great Britain and Northern Ireland.
| | - Ahmed Abdullah
- Abertay University, Dundee, Scotland, United Kingdom of Great Britain and Northern Ireland
| | - Peter Cannon
- Massey University, Palmerston North, New Zealand
| | - Jonathan Wilkin
- Abertay University, Dundee, Scotland, United Kingdom of Great Britain and Northern Ireland
| | - Paul Robertson
- Abertay University, Dundee, Scotland, United Kingdom of Great Britain and Northern Ireland
| | - Andrea Szymkowiak
- Abertay University, Dundee, Scotland, United Kingdom of Great Britain and Northern Ireland
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Superior Disembedding in Children with ASD: New Tests Using Abstract, Meaningful, and 3D Contexts. J Autism Dev Disord 2019; 48:2478-2489. [PMID: 29468574 PMCID: PMC5996016 DOI: 10.1007/s10803-018-3508-y] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
Since its initial development, the embedded figures test (EFT) has been used extensively to measure local–global perceptual style. However, little is known about the perceptual factors that influence target detection. The current study aimed to investigate disembedding in children with and without ASD, aged 8–15 years, using the newly developed, stimulus-controlled L-EFT, M-EFT and D-EFT. Firstly, results revealed superior disembedding for children with ASD, irrespective of the type of target or embedding context, although the ASD group took more time in both the M-EFT and D-EFT. Secondly, the number of target lines continuing into the context proved more of a hindrance for the controls. Taken together, these findings provide strong evidence to support the notion of superior disembedding in ASD.
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Panton KR, Badcock JC, Dickinson JE, Badcock DR. Poorer Integration of Local Orientation Information Occurs in Students With High Schizotypal Personality Traits. Front Psychiatry 2018; 9:518. [PMID: 30405458 PMCID: PMC6207847 DOI: 10.3389/fpsyt.2018.00518] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/15/2018] [Accepted: 10/01/2018] [Indexed: 11/21/2022] Open
Abstract
Contour integration is impaired in schizophrenia patients, even at the first episode, but little is known about visual integration abilities prior to illness onset. To examine this issue, we compared undergraduate students high and low in schizotypal personality traits, reflecting putative liability to psychosis, on two psychophysical tasks assessing local and global stages of the integration process. The Radial Frequency Jittered Orientation Tolerance (RFJOT) task measures tolerance to orientation noise at the local signal level, when judging global stimulus orientation, whilst the Radial Frequency Integration Task (RFIT) measures the ability to globally integrate the local signals that have been extracted during shape discrimination. Positive schizotypy was assessed with the Perceptual Aberration (PAb) scale from the Wisconsin Schizotypy Scales-Brief. On the RFJOT task, the High PAb group (n = 55) tolerated statistically significantly less noise (d = -0.494) and had a lower proportion of correct responses (d = -0.461) than the Low PAb group (n = 77). For the RFIT there was no statistically significant difference in integration abilities between the High and Low PAb groups. High and Low PAb groups also differed on other positive and disorganized (but not negative) schizotypy traits, hence poorer performance on the RFJOT may not be solely related to unusual perceptual experiences. These findings suggest that difficulties with local noise tolerance but not global integration occur in healthy young adults with high levels of schizotypal personality traits, and may be worth investigating as a marker of risk for schizophrenia.
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Affiliation(s)
- Kirsten R. Panton
- Human Vision Laboratory, School of Psychological Science, University of Western Australia, Perth, WA, Australia
| | - Johanna C. Badcock
- Division of Psychiatry, Faculty of Health and Medical Sciences, Centre for Clinical Research in Neuropsychiatry, University of Western Australia, Perth, WA, Australia
| | - J. Edwin Dickinson
- Human Vision Laboratory, School of Psychological Science, University of Western Australia, Perth, WA, Australia
| | - David R. Badcock
- Human Vision Laboratory, School of Psychological Science, University of Western Australia, Perth, WA, Australia
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Muller Spaniol M, Shalev L, Mevorach C. Reduced distractor interference in neurotypical adults with high expression of autistic traits irrespective of stimulus type. Autism Res 2018; 11:1345-1355. [DOI: 10.1002/aur.2005] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2018] [Revised: 05/17/2018] [Accepted: 06/17/2018] [Indexed: 01/10/2023]
Affiliation(s)
- Mayra Muller Spaniol
- School of Psychology; The University of Birmingham; Edgbaston, Birmingham UK
- Centre for Human Brain Health; The University of Birmingham; Edgbaston, Birmingham UK
| | - Lilach Shalev
- School of Education; Tel-Aviv University; Israel
- Sagol School of Neuroscience; Tel-Aviv University; Israel
| | - Carmel Mevorach
- School of Psychology; The University of Birmingham; Edgbaston, Birmingham UK
- Centre for Human Brain Health; The University of Birmingham; Edgbaston, Birmingham UK
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9
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Green RJ, Dickinson JE, Badcock DR. Convergent evidence for global processing of shape. J Vis 2018; 18:7. [DOI: 10.1167/18.7.7] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Affiliation(s)
- Robert J. Green
- School of Psychological Science, The University of Western Australia, Perth, Australia
| | - J. Edwin Dickinson
- School of Psychological Science, The University of Western Australia, Perth, Australia
| | - David R. Badcock
- School of Psychological Science, The University of Western Australia, Perth, Australia
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10
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Panton KR, Badcock JC, Dickinson JE, Badcock DR. Poorer Search Efficiency in Healthy Young Adults With High Schizotypal Personality Traits. Front Psychiatry 2018; 9:285. [PMID: 30050472 PMCID: PMC6052133 DOI: 10.3389/fpsyt.2018.00285] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/27/2018] [Accepted: 06/12/2018] [Indexed: 11/13/2022] Open
Abstract
Perceptual organization (PO) difficulties have repeatedly been reported in people with schizophrenia, and in healthy individuals with high levels of schizotypy traits, who are at increased risk for schizophrenia. In particular, poor performance on the Embedded Figures Test (EFT) has been interpreted as an atypically strong preference for global over local processing, even though these processes cannot be clearly disambiguated on this test. Here we use two separate versions of the Radial Frequency Search Task (RFST), a new index of PO abilities, to selectively investigate global and local processing of shape information in trait schizotypy. Schizotypy traits were assessed using the Wisconsin Schizotypy Scales-Brief. Individuals selected for high and low levels of positive schizotypy [assessed with the Wisconsin Schizotypy Scales-Brief Perceptual Aberration (PAb) scale] completed the EFT, along with the Global RFST and the Local RFST, all of which require participants to find a target shape amongst distractor elements. The High PAb group (n = 83) were less efficient (i.e., reactions times slowed more as the set size increased) than the Low PAb group (n = 146) on the Global RFST (significant group differences for Target Absent conditions only), but not the Local RFST. High and Low PAb groups also differed on other schizotypy traits, so the specificity of the results to positive schizotypy cannot be assured. Unexpectedly, no group differences were observed on the EFT; however, there was a small, but significant, positive correlation between RFST search efficiency and EFT performance, indicating that they shared some common processes. Overall, the pattern of results suggests that global (but not local) processing difficulties may be contributing to the poorer perceptual organization observed in groups with high levels of schizotypy traits. In addition, the confinement of this result to the Target Absent condition suggests that the underlying mechanism involves differences in decisional processes on the RFST between high and low schizotypy groups. The RFST shows promise as a useful tool for measuring specific perceptual organization abilities in non-clinical, and potentially clinical, samples.
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Affiliation(s)
- Kirsten R. Panton
- Human Vision Laboratory, School of Psychological Science, University of Western Australia, Perth, WA, Australia
| | - Johanna C. Badcock
- Division of Psychiatry, Faculty of Health and Medical Sciences, Centre for Clinical Research in Neuropsychiatry, University of Western Australia, Perth, WA, Australia
- Cooperative Research Centre - Mental Health, Carlton, VIC, Australia
| | - J. Edwin Dickinson
- Human Vision Laboratory, School of Psychological Science, University of Western Australia, Perth, WA, Australia
| | - David R. Badcock
- Human Vision Laboratory, School of Psychological Science, University of Western Australia, Perth, WA, Australia
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Superior Visual Search and Crowding Abilities Are Not Characteristic of All Individuals on the Autism Spectrum. J Autism Dev Disord 2018; 48:3499-3512. [DOI: 10.1007/s10803-018-3601-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
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12
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Stevenson JL, Nonack MB. Gender differences in mental rotation strategy depend on degree of autistic traits. Autism Res 2018; 11:1024-1037. [PMID: 29727503 DOI: 10.1002/aur.1958] [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: 07/10/2017] [Revised: 03/26/2018] [Accepted: 04/06/2018] [Indexed: 11/11/2022]
Abstract
Participants with low, medium, and high autistic traits completed a mental rotation task while their eye movements were recorded. Men were more accurate than women (F(1, 102) = 4.36, P = 0.04, η2p = 0.04), but there were no group differences in reaction time. In terms of eye movements, all participants tended to rely on top corners of cube figures for most angles of rotation, and bottom corners of cube figures for 0 and 90 degree rotations (duration: F(8, 816) = 21.70, P < 0.001, η2p = 0.18; count: F(8, 816) = 24.42, P < 0.001, η2p = 0.19) suggesting a shift in strategy with rotation angle. Eye movements to corners of cube figures also varied by autistic traits group and gender (duration: F(4, 204) = 2.44, P = 0.05, η2p = 0.05; count: F(4, 204) = 2.47, P = 0.05, η2p = 0.05). Participants with low and medium autistic traits tended to rely more often on the top corners, whereas women with high autistic traits relied on both the top and bottom corners and men with high autistic traits relied on all corners equally. These results suggest mental rotation strategies may vary by both gender and autistic traits. Autism Res 2018, 11: 1024-1037. © 2018 International Society for Autism Research, Wiley Periodicals, Inc. LAY SUMMARY The current study looked at eye movements to assess adults' strategies when mentally rotating three-dimensional cube figures. Adults with varying levels of autistic traits differ in their mental rotation strategies. In addition, gender differences in strategies are observed in adults with the highest level of autistic traits.
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McKenzie K, Murray AL, Wilkinson A, Murray GC, Metcalfe D, O'Donnell M, McCarty K. The relations between processing style, autistic-like traits, and emotion recognition in individuals with and without Autism Spectrum Disorder. PERSONALITY AND INDIVIDUAL DIFFERENCES 2018. [DOI: 10.1016/j.paid.2017.08.007] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
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Cribb SJ, Olaithe M, Di Lorenzo R, Dunlop PD, Maybery MT. Embedded Figures Test Performance in the Broader Autism Phenotype: A Meta-analysis. J Autism Dev Disord 2017; 46:2924-39. [PMID: 27312717 DOI: 10.1007/s10803-016-2832-3] [Citation(s) in RCA: 44] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
People with autism show superior performance to controls on the Embedded Figures Test (EFT). However, studies examining the relationship between autistic-like traits and EFT performance in neurotypical individuals have yielded inconsistent findings. To examine the inconsistency, a meta-analysis was conducted of studies that (a) compared high and low Autism-Spectrum Quotient (AQ) groups, and (b) treated AQ as a continuous variable. Outcomes are consistent with superior visual search forming part of the broader autism phenotype, but in existing literature, this is evident only when comparing extreme groups. Reanalysis of data from previous studies suggests findings are unlikely to be driven by a small number of high scorers. Monte Carlo simulations are used to illustrate the effect of methodological differences on results.
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Affiliation(s)
- Serena J Cribb
- School of Psychology (M304), University of Western Australia, 35 Stirling Hwy, Crawley, Perth, WA, 6009, Australia.
| | - Michelle Olaithe
- School of Psychology (M304), University of Western Australia, 35 Stirling Hwy, Crawley, Perth, WA, 6009, Australia
| | - Renata Di Lorenzo
- School of Psychology (M304), University of Western Australia, 35 Stirling Hwy, Crawley, Perth, WA, 6009, Australia
| | - Patrick D Dunlop
- School of Psychology (M304), University of Western Australia, 35 Stirling Hwy, Crawley, Perth, WA, 6009, Australia
| | - Murray T Maybery
- School of Psychology (M304), University of Western Australia, 35 Stirling Hwy, Crawley, Perth, WA, 6009, Australia
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Psychometric Properties of the Autism-Spectrum Quotient for Assessing Low and High Levels of Autistic Traits in College Students. J Autism Dev Disord 2017; 47:1838-1853. [DOI: 10.1007/s10803-017-3109-1] [Citation(s) in RCA: 51] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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16
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Autism spectrum traits and visual processing in young adults with very low birth weight: the Helsinki Study of Very Low Birth Weight adults. J Dev Orig Health Dis 2016; 8:161-167. [PMID: 28031078 DOI: 10.1017/s2040174416000738] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
Visual processing problems may be one underlying factor for cognitive impairments related to autism spectrum disorders (ASDs). We examined associations between ASD-traits (Autism-Spectrum Quotient) and visual processing performance (Rey-Osterrieth Complex Figure Test; Block Design task of the Wechsler Adult Intelligence Scale-III) in young adults (mean age=25.0, s.d.=2.1 years) born preterm at very low birth weight (VLBW; <1500 g) (n=101) or at term (n=104). A higher level of ASD-traits was associated with slower global visual processing speed among the preterm VLBW, but not among the term-born group (P<0.04 for interaction). Our findings suggest that the associations between ASD-traits and visual processing may be restricted to individuals born preterm, and related specifically to global, not local visual processing. Our findings point to cumulative social and neurocognitive problems in those born preterm at VLBW.
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Kaldy Z, Giserman I, Carter AS, Blaser E. The Mechanisms Underlying the ASD Advantage in Visual Search. J Autism Dev Disord 2016; 46:1513-27. [PMID: 24091470 DOI: 10.1007/s10803-013-1957-x] [Citation(s) in RCA: 68] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
A number of studies have demonstrated that individuals with autism spectrum disorders (ASDs) are faster or more successful than typically developing control participants at various visual-attentional tasks (for reviews, see Dakin and Frith in Neuron 48:497-507, 2005; Simmons et al. in Vis Res 49:2705-2739, 2009). This "ASD advantage" was first identified in the domain of visual search by Plaisted et al. (J Child Psychol Psychiatry 39:777-783, 1998). Here we survey the findings of visual search studies from the past 15 years that contrasted the performance of individuals with and without ASD. Although there are some minor caveats, the overall consensus is that-across development and a broad range of symptom severity-individuals with ASD reliably outperform controls on visual search. The etiology of the ASD advantage has not been formally specified, but has been commonly attributed to 'enhanced perceptual discrimination', a superior ability to visually discriminate between targets and distractors in such tasks (e.g. O'Riordan in Cognition 77:81-96, 2000). As well, there is considerable evidence for impairments of the attentional network in ASD (for a review, see Keehn et al. in J Child Psychol Psychiatry 37:164-183, 2013). We discuss some recent results from our laboratory that support an attentional, rather than perceptual explanation for the ASD advantage in visual search. We speculate that this new conceptualization may offer a better understanding of some of the behavioral symptoms associated with ASD, such as over-focusing and restricted interests.
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Affiliation(s)
- Zsuzsa Kaldy
- Department of Psychology, University of Massachusetts Boston, 100 Morrissey Blvd., Boston, MA, 02125, USA.
| | - Ivy Giserman
- Department of Psychology, University of Massachusetts Boston, 100 Morrissey Blvd., Boston, MA, 02125, USA
| | - Alice S Carter
- Department of Psychology, University of Massachusetts Boston, 100 Morrissey Blvd., Boston, MA, 02125, USA
| | - Erik Blaser
- Department of Psychology, University of Massachusetts Boston, 100 Morrissey Blvd., Boston, MA, 02125, USA
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Freyberg J, Robertson CE, Baron-Cohen S. Typical magnitude and spatial extent of crowding in autism. J Vis 2016; 16:17. [PMID: 26998801 PMCID: PMC4811004 DOI: 10.1167/16.5.17] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
Enhanced spatial processing of local visual details has been reported in individuals with autism spectrum conditions (ASC), and crowding is postulated to be a mechanism that may produce this ability. However, evidence for atypical crowding in ASC is mixed, with some studies reporting a complete lack of crowding in autism and others reporting a typical magnitude of crowding between individuals with and without ASC. Here, we aim to disambiguate these conflicting results by testing both the magnitude and the spatial extent of crowding in individuals with ASC (N = 25) and age- and IQ-matched controls (N = 23) during an orientation discrimination task. We find a strong crowding effect in individuals with and without ASC, which falls off as the distance between target and flanker is increased. Both the magnitude and the spatial range of this effect were comparable between individuals with and without ASC. We also find typical (uncrowded) orientation discrimination thresholds in individuals with ASC. These findings suggest that the spatial extent of crowding is unremarkable in ASC, and is therefore unlikely to account for the visual symptoms reported in individuals with the diagnosis.
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19
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English MCW, Maybery MT, Visser TAW. Threatening faces fail to guide attention for adults with autistic-like traits. Autism Res 2016; 10:311-320. [PMID: 27385675 DOI: 10.1002/aur.1658] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2015] [Revised: 05/26/2016] [Accepted: 05/28/2016] [Indexed: 12/30/2022]
Abstract
Individuals diagnosed with autistic spectrum conditions often show deficits in processing emotional faces relative to neurotypical peers. However, little is known about whether similar deficits exist in neurotypical individuals who show high-levels of autistic-like traits. To address this question, we compared performance on an attentional blink task in a large sample of adults who showed low- or high-levels of autistic-like traits on the Autism Spectrum Quotient. We found that threatening faces inserted as the second target in a rapid serial visual presentation were identified more accurately among individuals with low- compared to high-levels of autistic-like traits. This is the first study to show that attentional blink abnormalities seen in autism extend to the neurotypical population with autistic-like traits, adding to the growing body of research suggesting that autistic-related patterns of behaviors extend into a subset of the neurotypical population. Autism Res 2017, 10: 311-320. © 2016 International Society for Autism Research, Wiley Periodicals, Inc.
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Affiliation(s)
- Michael C W English
- School of Psychology, University of Western Australia, Crawley, Western Australia, Australia
| | - Murray T Maybery
- School of Psychology, University of Western Australia, Crawley, Western Australia, Australia
| | - Troy A W Visser
- School of Psychology, University of Western Australia, Crawley, Western Australia, Australia
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20
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Bakroon A, Lakshminarayanan V. Visual function in autism spectrum disorders: a critical review. Clin Exp Optom 2016; 99:297-308. [PMID: 27161596 DOI: 10.1111/cxo.12383] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2015] [Revised: 12/15/2015] [Accepted: 12/23/2015] [Indexed: 02/01/2023] Open
Abstract
Studies have shown considerable evidence of visual dysfunction in autism spectrum disorders. Anomalies in visual information processing can have a major effect on the life quality of individuals with autism spectrum disorders. We summarise the hypotheses and theories underlying neural aetiologies and genetic factors that cause these disorders, as well as the possible influences of unusual sensory processing on the communications and behaviour characterised by the autistics. In particular, we review the impact of these dysfunctions on visual performance.
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Affiliation(s)
- Asmaa Bakroon
- School of Optometry and Vision Science, University of Waterloo, Waterloo, Ontario, Canada.
| | - Vasudevan Lakshminarayanan
- School of Optometry and Vision Science, University of Waterloo, Waterloo, Ontario, Canada.,Departments of Physics, Electrical and Computer Engineering, University of Michigan, Ann Arbor, Michigan, USA
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21
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Panton KR, Badcock DR, Badcock JC. A Metaanalysis of Perceptual Organization in Schizophrenia, Schizotypy, and Other High-Risk Groups Based on Variants of the Embedded Figures Task. Front Psychol 2016; 7:237. [PMID: 26941688 PMCID: PMC4763090 DOI: 10.3389/fpsyg.2016.00237] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2015] [Accepted: 02/05/2016] [Indexed: 11/28/2022] Open
Abstract
Current research on perceptual organization in schizophrenia frequently employs shapes with regularly sampled contours (fragmented stimuli), in noise fields composed of similar elements, to elicit visual abnormalities. However, perceptual organization is multi-factorial and, in earlier studies, continuous contours have also been employed in tasks assessing the ability to extract shapes from a background. We conducted a systematic review and meta-analysis of studies using closed-contour stimuli, including the Embedded Figures Test (EFT) and related tasks, both in people with schizophrenia and in healthy schizotypes and relatives, considered at increased risk for psychosis. Eleven studies met the selection criteria for inclusion in the meta-analysis, including six that used a between-groups study design (i.e., perceptual organization abilities of schizophrenia/high-risk groups were compared to healthy or clinical controls), and five that treated schizophrenia symptoms or schizotypy traits and indices of perceptual organization as continuous variables. Effect sizes and heterogeneity statistics were calculated, and the risk of publication bias was explored. A significant, moderate effect for EFT performance was found with studies that compared performance of schizophrenia/high-risk groups to a healthy or patient comparison group (d = −0.523, p < 0.001). However, significant heterogeneity was also found amongst the schizotypy, but not schizophrenia studies, as well as studies using accuracy, but not reaction time as a measure of performance. A non-significant correlation was found for the studies that examined schizophrenia symptoms or schizotypy traits as continuous variables (r = 0.012, p = 0.825). These results suggest that deficits in perceptual organization of non-fragmented stimuli are found when differences between schizophrenia/high-risk groups and comparison groups are maximized. These findings should motivate further investigation of perceptual organization abilities with closed-contour stimuli both in schizophrenia and high-risk groups, which is pertinent to current initiatives to improve the assessment and treatment of cognition in schizophrenia.
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Affiliation(s)
- Kirsten R Panton
- Human Vision Laboratory, School of Psychology, University of Western Australia Perth, WA, Australia
| | - David R Badcock
- Human Vision Laboratory, School of Psychology, University of Western Australia Perth, WA, Australia
| | - Johanna C Badcock
- Centre for Clinical Research in Neuropsychiatry, School of Psychiatry and Clinical Neurosciences, University of Western AustraliaPerth, WA, Australia; Cooperative Research Centre - Mental HealthMelbourne, VIC, Australia
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22
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Crespi BJ, Go MC. Diametrical diseases reflect evolutionary-genetic tradeoffs: Evidence from psychiatry, neurology, rheumatology, oncology and immunology. Evol Med Public Health 2015; 2015:216-53. [PMID: 26354001 PMCID: PMC4600345 DOI: 10.1093/emph/eov021] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2015] [Accepted: 08/17/2015] [Indexed: 12/21/2022] Open
Abstract
Tradeoffs centrally mediate the expression of human adaptations. We propose that tradeoffs also influence the prevalence and forms of human maladaptation manifest in disease. By this logic, increased risk for one set of diseases commonly engenders decreased risk for another, diametric, set of diseases. We describe evidence for such diametric sets of diseases from epidemiological, genetic and molecular studies in four clinical domains: (i) psychiatry (autism vs psychotic-affective conditions), (ii) rheumatology (osteoarthritis vs osteoporosis), (iii) oncology and neurology (cancer vs neurodegenerative disorders) and (iv) immunology (autoimmunity vs infectious disease). Diametric disorders are important to recognize because genotypes or environmental factors that increase risk for one set of disorders protect from opposite disorders, thereby providing novel and direct insights into disease causes, prevention and therapy. Ascertaining the mechanisms that underlie disease-related tradeoffs should also indicate means of circumventing or alleviating them, and thus reducing the incidence and impacts of human disease in a more general way.
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Affiliation(s)
| | - Matthew C Go
- Department of Biological Sciences; Department of Archaeology, Simon Fraser University, 8888 University Drive, Burnaby, BC, Canada V5A 1S6 Present address: Department of Anthropology, University of Illinois at Urbana-Champaign, 109 Davenport Hall, 607 S Mathews Avenue, Urbana, IL 61801, USA
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23
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Van Eylen L, Boets B, Steyaert J, Wagemans J, Noens I. Local and Global Visual Processing in Autism Spectrum Disorders: Influence of Task and Sample Characteristics and Relation to Symptom Severity. J Autism Dev Disord 2015; 48:1359-1381. [DOI: 10.1007/s10803-015-2526-2] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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24
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Individuals with Autistic-Like Traits Show Reduced Lateralization on a Greyscales Task. J Autism Dev Disord 2015; 45:3390-5. [DOI: 10.1007/s10803-015-2493-7] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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25
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Taylor LJ, Maybery MT, Grayndler L, Whitehouse AJO. Evidence for distinct cognitive profiles in autism spectrum disorders and specific language impairment. J Autism Dev Disord 2014; 44:19-30. [PMID: 23670577 DOI: 10.1007/s10803-013-1847-2] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
Findings that a subgroup of children with an autism spectrum disorder (ASD) have linguistic capabilities that resemble specific language impairment (SLI) have led some authors to hypothesise that ASD and SLI have a shared aetiology. While considerable research has explored overlap in the language phenotypes of the two conditions, little research has examined possible overlap in cognitive characteristics. In this study, we explored nonword and sentence repetition performance, as well as performance on the Children's Embedded Figures Test (CEFT) for children with ASD or SLI. As expected, 'language impaired' children with ASD (ALI) and children with SLI performed worse than both 'language normal' ASD (ALN) and typically developing (TD) children on the nonword and sentence repetition tests. Further, the SLI children performed worse than all other groups on the CEFT. This finding supports distinct cognitive profiles in ASD and SLI and may provide further evidence for distinct aetiological mechanisms in the two conditions.
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Affiliation(s)
- Lauren J Taylor
- Neurocognitive Development Unit, School of Psychology, University of Western Australia, 35 Stirling Highway, Crawley, WA, 6009, Australia,
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26
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Wallace MT, Stevenson RA. The construct of the multisensory temporal binding window and its dysregulation in developmental disabilities. Neuropsychologia 2014; 64:105-23. [PMID: 25128432 PMCID: PMC4326640 DOI: 10.1016/j.neuropsychologia.2014.08.005] [Citation(s) in RCA: 200] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2014] [Revised: 08/04/2014] [Accepted: 08/05/2014] [Indexed: 01/18/2023]
Abstract
Behavior, perception and cognition are strongly shaped by the synthesis of information across the different sensory modalities. Such multisensory integration often results in performance and perceptual benefits that reflect the additional information conferred by having cues from multiple senses providing redundant or complementary information. The spatial and temporal relationships of these cues provide powerful statistical information about how these cues should be integrated or "bound" in order to create a unified perceptual representation. Much recent work has examined the temporal factors that are integral in multisensory processing, with many focused on the construct of the multisensory temporal binding window - the epoch of time within which stimuli from different modalities is likely to be integrated and perceptually bound. Emerging evidence suggests that this temporal window is altered in a series of neurodevelopmental disorders, including autism, dyslexia and schizophrenia. In addition to their role in sensory processing, these deficits in multisensory temporal function may play an important role in the perceptual and cognitive weaknesses that characterize these clinical disorders. Within this context, focus on improving the acuity of multisensory temporal function may have important implications for the amelioration of the "higher-order" deficits that serve as the defining features of these disorders.
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Affiliation(s)
- Mark T Wallace
- Vanderbilt Brain Institute, Vanderbilt University, 465 21st Avenue South, Nashville, TN 37232, USA; Department of Hearing & Speech Sciences, Vanderbilt University, Nashville, TN, USA; Department of Psychology, Vanderbilt University, Nashville, TN, USA; Department of Psychiatry, Vanderbilt University, Nashville, TN, USA.
| | - Ryan A Stevenson
- Department of Psychology, University of Toronto, Toronto, ON, Canada
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27
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Visual processing in adolescents with autism spectrum disorder: evidence from embedded figures and configural superiority tests. J Autism Dev Disord 2014; 45:1281-90. [PMID: 25342435 DOI: 10.1007/s10803-014-2288-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
The embedded figures test has often been used to reveal weak central coherence in individuals with autism spectrum disorder (ASD). Here, we administered a more standardized automated version of the embedded figures test in combination with the configural superiority task, to investigate the effect of contextual modulation on local feature detection in 23 adolescents with ASD and 26 matched typically developing controls. On both tasks both groups performed largely similarly in terms of accuracy and reaction time, and both displayed the contextual modulation effect. This indicates that individuals with ASD are equally sensitive compared to typically developing individuals to the contextual effects of the task and that there is no evidence for a local processing bias in adolescents with ASD.
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28
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Jameel L, Vyas K, Bellesi G, Roberts V, Channon S. Going 'above and beyond': are those high in autistic traits less pro-social? J Autism Dev Disord 2014; 44:1846-58. [PMID: 24522968 PMCID: PMC4104002 DOI: 10.1007/s10803-014-2056-3] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
Few studies have explored how the cognitive differences associated with autistic spectrum disorder translate into everyday social behaviour. This study investigated pro-social behaviour in students scoring high and low on the autism-spectrum quotient (AQ), using a novel scenario task: ‘Above and Beyond’. Each scenario involved an opportunity to behave pro-socially, and thus required balancing the needs of a character against participants’ own interests. High AQ participants both generated responses and selected courses of action that were less pro-social than those of the low AQ group. For actions of low pro-social value they gave higher self-satisfaction ratings; conversely, they gave lower self-satisfaction ratings for high pro-social actions. The implications for everyday functioning are considered for those with high autistic traits.
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Affiliation(s)
- Leila Jameel
- Department of Cognitive, Perceptual and Brain Sciences, University College London (UCL), Bedford Way Building, Gower Street, London, WC1E 6BT, UK,
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29
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Almeida RA, Dickinson JE, Maybery MT, Badcock JC, Badcock DR. Enhanced global integration of closed contours in individuals with high levels of autistic-like traits. Vision Res 2014; 103:109-15. [DOI: 10.1016/j.visres.2014.08.015] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2014] [Revised: 08/23/2014] [Accepted: 08/25/2014] [Indexed: 10/24/2022]
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30
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Takahashi J, Yasunaga D, Gyoba J. Differences in the Efficiency of Pattern Encoding in Relation to Autistic-Like Traits: An Event-Related Potential Study. J Autism Dev Disord 2014; 44:2895-907. [DOI: 10.1007/s10803-014-2150-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
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31
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Dickinson A, Jones M, Milne E. Oblique Orientation Discrimination Thresholds Are Superior in Those with a High Level of Autistic Traits. J Autism Dev Disord 2014; 44:2844-50. [DOI: 10.1007/s10803-014-2147-1] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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32
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Corradi-Dell'acqua C, Schwartz S, Meaux E, Hubert B, Vuilleumier P, Deruelle C. Neural responses to emotional expression information in high- and low-spatial frequency in autism: evidence for a cortical dysfunction. Front Hum Neurosci 2014; 8:189. [PMID: 24782735 PMCID: PMC3988374 DOI: 10.3389/fnhum.2014.00189] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2013] [Accepted: 03/14/2014] [Indexed: 11/21/2022] Open
Abstract
Despite an overall consensus that Autism Spectrum Disorder (ASD) entails atypical processing of human faces and emotional expressions, the role of neural structures involved in early facial processing remains unresolved. An influential model for the neurotypical brain suggests that face processing in the fusiform gyrus and the amygdala is based on both high-spatial frequency (HSF) information carried by a parvocellular pathway, and low-spatial frequency (LSF) information separately conveyed by a magnocellular pathway. Here, we tested the fusiform gyrus and amygdala sensitivity to emotional face information conveyed by these distinct pathways in ASD individuals (and matched Controls). During functional Magnetical Resonance Imaging (fMRI), participants reported the apparent gender of hybrid face stimuli, made by merging two different faces (one in LSF and the other in HSF), out of which one displayed an emotional expression (fearful or happy) and the other was neutral. Controls exhibited increased fusiform activity to hybrid faces with an emotional expression (relative to hybrids composed only with neutral faces), regardless of whether this was conveyed by LSFs or HSFs in hybrid stimuli. ASD individuals showed intact fusiform response to LSF, but not HSF, expressions. Furthermore, the amygdala (and the ventral occipital cortex) was more sensitive to HSF than LSF expressions in Controls, but exhibited an opposite preference in ASD. Our data suggest spared LSF face processing in ASD, while cortical analysis of HSF expression cues appears affected. These findings converge with recent accounts suggesting that ASD might be characterized by a difficulty in integrating multiple local information and cause global processing troubles unexplained by losses in low spatial frequency inputs.
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Affiliation(s)
- Corrado Corradi-Dell'acqua
- Swiss Center for Affective Sciences, University of Geneva Geneva, Switzerland ; Laboratory for Neurology and Imaging of Cognition, Department of Neuroscience and Clinic of Neurology, University Medical Center Geneva, Switzerland
| | - Sophie Schwartz
- Laboratory for Neurology and Imaging of Cognition, Department of Neuroscience and Clinic of Neurology, University Medical Center Geneva, Switzerland
| | - Emilie Meaux
- Laboratory for Neurology and Imaging of Cognition, Department of Neuroscience and Clinic of Neurology, University Medical Center Geneva, Switzerland
| | - Bénedicte Hubert
- Hôpital Rivière-de-Praires, University of Montréal Montréal, QC, Canada ; CNRS, Institut de Neurosciences de la Timone, Aix-Marseille Université Marseille, France
| | - Patrik Vuilleumier
- Swiss Center for Affective Sciences, University of Geneva Geneva, Switzerland ; Laboratory for Neurology and Imaging of Cognition, Department of Neuroscience and Clinic of Neurology, University Medical Center Geneva, Switzerland
| | - Christine Deruelle
- CNRS, Institut de Neurosciences de la Timone, Aix-Marseille Université Marseille, France
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