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Wimmer L, Steininger TM, Schmid A, Wittwer J. Category learning in autistic individuals: A meta-analysis. Psychon Bull Rev 2024; 31:460-483. [PMID: 37673843 PMCID: PMC11061057 DOI: 10.3758/s13423-023-02365-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/07/2023] [Indexed: 09/08/2023]
Abstract
Learning new categories is a fundamental human skill. In the present article, we report the first comprehensive meta-analysis of category learning in autism. Including studies comparing groups of autistic and nonautistic individuals, we investigated whether autistic individuals differ in category learning from nonautistic individuals. In addition, we examined moderator variables accounting for variability between studies. A multilevel meta-analysis of k = 50 studies examining n = 1,220 autistic and n = 1,445 nonautistic individuals based on 112 effect sizes in terms of the standardized mean difference revealed lower-level category learning skills for autistic compared with nonautistic individuals, g = -0.55, 95% CI = [-0.73, -0.38], p < .0001. According to moderator analyses, the significant amount of heterogeneity, Q(111) = 617.88, p < .0001, was explained by only one of the moderator variables under investigation-namely, study language. For the remaining variables-namely, age, year of publication, risk of bias, type of control group, IQ of autistic group, percentage of male autistic participants, type of category, type of task, and type of dependent measure-there were no significant effects. Although hat values and Cook's distance statistics confirmed the robustness of findings, results of Egger's test and a funnel plot suggested the presence of publication bias reflecting an overrepresentation of disadvantageous findings for autistic groups. Objectives for future work include identifying additional moderator variables, examining downstream effects of suboptimal category learning skills, and developing interventions.
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Affiliation(s)
- Lena Wimmer
- Department of Education, University of Freiburg, Rempartstr. 11, D-79098, Freiburg im Breisgau, Germany.
| | - Tim M Steininger
- Department of Education, University of Freiburg, Rempartstr. 11, D-79098, Freiburg im Breisgau, Germany
| | - Annalena Schmid
- Department of Education, University of Freiburg, Rempartstr. 11, D-79098, Freiburg im Breisgau, Germany
- Faculty of Applied Psychology, SRH University Heidelberg, Heidelberg, Germany
| | - Jörg Wittwer
- Department of Education, University of Freiburg, Rempartstr. 11, D-79098, Freiburg im Breisgau, Germany
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2
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Alderson-Day B, Pearson A. What can neurodiversity tell us about inner speech, and vice versa? A theoretical perspective. Cortex 2023; 168:193-202. [PMID: 37769592 DOI: 10.1016/j.cortex.2023.08.008] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2023] [Revised: 07/10/2023] [Accepted: 08/24/2023] [Indexed: 10/03/2023]
Abstract
Inner speech refers to the experience of talking to oneself in one's head. While notoriously challenging to investigate, it has also been central to a range of questions concerning mind, brain, and behaviour. Posited as a key component in executive function and self-regulation, inner speech has been claimed to be crucial in higher cognitive operations, self-knowledge and self-awareness. Such arguments have traditionally been supported with examples of atypical development. But variations in inner speech - and in some cases, significant diversity - in fact pose several key challenges to such claims, and raises many more questions for, language, thought and mental health more generally. In this review, we will summarise evidence on the experience and operation of inner speech in child and adult neurotypical populations, autistic people and other neurodivergent groups, and people with diverse experiences of linguistic and sensory development, including deafness. We will demonstrate that the relationship between inner speech and cognitive operations may be more complex than first assumed when explored through the lens of cognitive and neurological diversity, and the implications of that for understanding the developing brain in all populations. We discuss why and how the experience of inner speech in neurodivergent groups has often been assumed rather than investigated, making it an important opportunity for researchers to develop innovative future work that integrates participatory insights with cognitive methodology. Finally, we will outline why variations in inner speech - in neurotypical and neurodivergent populations alike - nevertheless have a range of important implications for mental health vulnerability and unmet need. In this sense, the example of inner speech offers us both a way of looking back at the logic of developmental psychology and neuropsychology, and a clue to its future in a neurodiverse world.
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Affiliation(s)
| | - Amy Pearson
- Department of Psychology, University of Sunderland, UK
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Constable PA, Loh L, Prem-Senthil M, Marmolejo-Ramos F. Visual search and childhood vision impairment: A GAMLSS-oriented multiverse analysis approach. Atten Percept Psychophys 2023; 85:968-977. [PMID: 36823260 PMCID: PMC10167137 DOI: 10.3758/s13414-023-02670-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/01/2023] [Indexed: 02/25/2023]
Abstract
The aim of this report was to analyze reaction times and accuracy in children with a vision impairment performing a feature-based visual search task using a multiverse statistical approach. The search task consisted of set sizes 4, 16, and 24, consisting of distractors (circle) and a target (ellipse) that were presented randomly to school-aged individuals with or without a vision impairment. Interactions and main effects of key variables relating to reaction times and accuracy were analyzed via a novel statistical method blending GAMLSS (generalized additive models for location, scale, and shape) and distributional regression trees. Reaction times for the target-present and target-absent conditions were significantly slower in the vision impairment group with increasing set sizes (p < .001). Female participants were significantly slower than were males for set sizes 16 and 24 in the target-absent condition (p < .001), with male participants being significantly slower than females in the target-present condition (p < .001). Accuracy was only significantly worse (p = .03) for participants less than 14 years of age for the target-absent condition with set sizes 16 and 24. There was a positive association between binocular visual acuity and search time (p < .001). The application of GAMLSS with distributional regression trees to the analysis of visual search data may provide further insights into underlying factors affecting search performance in case-control studies where psychological or physical differences may influence visual search outcomes.
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Affiliation(s)
- Paul A Constable
- College of Nursing and Health Sciences, Caring Futures Institute, Flinders University, Bedford Park, South Australia, Australia.
| | - Lynne Loh
- College of Nursing and Health Sciences, Caring Futures Institute, Flinders University, Bedford Park, South Australia, Australia
| | - Mallika Prem-Senthil
- College of Nursing and Health Sciences, Caring Futures Institute, Flinders University, Bedford Park, South Australia, Australia
| | - Fernando Marmolejo-Ramos
- Centre for Change and Complexity in Learning, The University of South Australia, Adelaide, South Australia, Australia
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Stolte M, Trindade-Pons V, Vlaming P, Jakobi B, Franke B, Kroesbergen EH, Baas M, Hoogman M. Characterizing Creative Thinking and Creative Achievements in Relation to Symptoms of Attention-Deficit/Hyperactivity Disorder and Autism Spectrum Disorder. Front Psychiatry 2022; 13:909202. [PMID: 35845437 PMCID: PMC9283685 DOI: 10.3389/fpsyt.2022.909202] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/31/2022] [Accepted: 06/09/2022] [Indexed: 11/13/2022] Open
Abstract
Previous research on ADHD and ASD has mainly focused on the deficits associated with these conditions, but there is also evidence for strengths. Unfortunately, our understanding of potential strengths in neurodevelopmental conditions is limited. One particular strength, creativity, has been associated with both ADHD and ASD. However, the distinct presentations of both conditions beg the question whether ADHD and ASD associate with the same or different aspects of creativity. Therefore, the current study investigated the links between ADHD and ASD symptoms, creative thinking abilities, and creative achievements. To investigate the spectrum of ADHD and ASD symptoms, self-reported ADHD and ASD symptoms, convergent (Remote Associations Test) and divergent thinking (Alternative Uses Task) and creative achievements (Creative Achievement Questionnaire) were assessed in a self-reportedly healthy sample of adults (n = 470). We performed correlation analysis to investigate the relation between ADHD/ASD symptoms and creativity measures. In a second phase of analysis, data from an adult ADHD case-control study (n = 151) were added to investigate the association between ADHD symptoms and divergent thinking in individuals with and without a diagnosis of ADHD. Our analysis revealed that having more ADHD symptoms in the general population was associated with higher scores on all the outcome measures for divergent thinking (fluency, flexibility, and originality), but not for convergent thinking. Individuals with an ADHD diagnosis in the case-control sample also scored higher on measures of divergent thinking. Combining data of the population based and case-control studies showed that ADHD symptoms predict divergent thinking up to a certain level of symptoms. No significant associations were found between the total number of ASD symptoms and any of the creativity measures. However, explorative analyses showed interesting links between the ASD subdomains of problems with imagination and symptoms that relate to social difficulties. Our findings showed a link between ADHD symptoms and divergent thinking abilities that plateaus in the clinical spectrum of symptoms. For ASD symptoms, no relation was found with creativity measures. Increasing the knowledge about positive phenotypes associated with neurodevelopmental conditions and their symptom dimensions might aid psychoeducation, decrease stigmatization and improve quality of life of individuals living with such conditions.
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Affiliation(s)
- Marije Stolte
- Educational Consultancy and Professional Development, Faculty of Social Sciences, Utrecht University, Utrecht, Netherlands
| | - Victoria Trindade-Pons
- Department of Human Genetics, Radboud University Medical Center, Donders Institute for Brain, Cognition and Behavior, Radboud University Nijmegen, Nijmegen, Netherlands
| | - Priscilla Vlaming
- Department of Psychiatry, Radboud University Medical Center, Donders Institute for Brain, Cognition and Behavior, Radboud University Nijmegen, Nijmegen, Netherlands
| | - Babette Jakobi
- Department of Human Genetics, Radboud University Medical Center, Donders Institute for Brain, Cognition and Behavior, Radboud University Nijmegen, Nijmegen, Netherlands
| | - Barbara Franke
- Department of Psychiatry and Department of Human Genetics, Radboud University Medical Center, Donders Institute for Brain, Cognition and Behavior, Radboud University Nijmegen, Nijmegen, Netherlands
| | | | - Matthijs Baas
- Department of Psychology, University of Amsterdam, Amsterdam, Netherlands
| | - Martine Hoogman
- Department of Psychiatry and Department of Human Genetics, Radboud University Medical Center, Donders Institute for Brain, Cognition and Behavior, Radboud University Nijmegen, Nijmegen, Netherlands
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Bonete S, Molinero C, Garrido-Zurita A. Generalization Task for Developing Social Problem-Solving Skills among Young People with Autism Spectrum Disorder. CHILDREN (BASEL, SWITZERLAND) 2022; 9:166. [PMID: 35204887 PMCID: PMC8870296 DOI: 10.3390/children9020166] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/17/2021] [Revised: 01/26/2022] [Accepted: 01/26/2022] [Indexed: 11/16/2022]
Abstract
This study aims to examine the usefulness of an ad hoc worksheet for an Interpersonal Problem-Solving Skills Program (SCI-Labour) the effectiveness of which was tested by Bonete, Calero, and Fernández-Parra (2015). Data were taken from 44 adolescents and young adults with Autism Spectrum Disorder (ASD) (age M = 19.73; SD = 3.53; 39 men and 5 women; IQ M = 96.27, SD = 15.98), compared to a matched group (in age, sex, and nonverbal IQ) of 48 neurotypical participants. The task was conceived to promote the generalization of interpersonal problem-solving skills by thinking on different possible scenarios in the workplace after the training sessions. The results show lower scores in the worksheet delivered for homework (ESCI-Generalization Task) in the ASD Group compared to neurotypicals in total scores and all domains (Problem Definition, Quality of Causes, and Solution Suitability) prior to program participation. In addition, after treatment, improvement of the ASD Group was observed in the Total Score ESCI-Generalization Task and in the domains of Problem Definition, Quality of Causes, Number or Alternatives and Consequences, Time, and Solution Suitability. This is a valuable task in furthering learning within the SCI-Labour Program and may be a supplementary material in addressing the difficulties of interpersonal skills within this population, both in the workplace and in daily life. In conclusion, this task may provide useful information for identifying key difficulties among this population and could be implemented in a clinical setting as a complement to the SCI-Labour Program.
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Affiliation(s)
- Saray Bonete
- Departament of Psychology, Universidad Francisco de Vitoria, 28223 Pozuelo de Alarcón, Spain; (C.M.); (A.G.-Z.)
- HUM-129 Behavior Analysis Group, Universidad de Granada, 18071 Granada, Spain
| | - Clara Molinero
- Departament of Psychology, Universidad Francisco de Vitoria, 28223 Pozuelo de Alarcón, Spain; (C.M.); (A.G.-Z.)
| | - Adrián Garrido-Zurita
- Departament of Psychology, Universidad Francisco de Vitoria, 28223 Pozuelo de Alarcón, Spain; (C.M.); (A.G.-Z.)
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Wittwer J. Autismus: Ein Überblick über Lernvoraussetzungen und Fördermaßnahmen. ZEITSCHRIFT FUR PADAGOGISCHE PSYCHOLOGIE 2022. [DOI: 10.1024/1010-0652/a000326] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
Zusammenfassung. Autistische Schülerinnen und Schüler besitzen häufig geringere schulische Kompetenzen als nicht-autistische Schülerinnen und Schüler. Zugleich bestehen große Unterschiede in den schulischen Kompetenzen zwischen autistischen Schülerinnen und Schülern. Nicht selten weisen sie schulische Kompetenzen auf, die niedriger sind, als es aufgrund ihrer kognitiven Fähigkeiten zu erwarten wäre. Um zu verstehen, welche Faktoren das Lernen autistischer Schülerinnen und Schüler beeinflussen, wird in diesem Artikel ein Überblick über die Lernvoraussetzungen autistischer Schülerinnen und Schüler gegeben. Der Überblick zeigt, dass es autistischen Schülerinnen und Schülern schwerfallen kann, Vorwissen abzurufen und in Lernsituationen aktiv anzuwenden, Lernprozesse aufgrund von Einschränkungen in den exekutiven Funktionen angemessen zu steuern, verbale und visuelle Informationen im Arbeitsgedächtnis zu verarbeiten, kognitive und metakognitive Lernstrategien spontan anzuwenden, sich mit Lerninhalten auseinanderzusetzen, die nicht ihren eigenen Interessen entsprechen, und lernabträgliche Emotionen mittels geeigneter Strategien zu regulieren. Um autistische Schülerinnen und Schüler im Lernen zu unterstützen, werden Fördermaßnahmen zu den einzelnen Lernvoraussetzungen vorgestellt. Implikationen für Forschung und Praxis werden diskutiert.
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Affiliation(s)
- Jörg Wittwer
- Albert-Ludwigs-Universität Freiburg, Deutschland
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Pennisi P, Giallongo L, Milintenda G, Cannarozzo M. Autism, autistic traits and creativity: a systematic review and meta-analysis. Cogn Process 2020; 22:1-36. [PMID: 33057954 DOI: 10.1007/s10339-020-00992-6] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2019] [Accepted: 09/05/2020] [Indexed: 10/23/2022]
Abstract
Psychometric, historiometric and psychiatric studies are controversial on a hypothetical link between psychopathology and creativity. In this study, we will try to contribute to this debate by analysing the case of autism. Is there a relationship between autism and creativity? If so, can we find the same relationship in a watered-down form in subjects with autistic traits? In order to answer these questions, we carried out a systematic literature review of the studies on this topic published in the last 10 years. We followed the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. We also conducted a meta-analysis of data. We found that in the clinical population there are fewer creative performances than in control groups; nonetheless, it is possible to delineate a medium creative profile of subjects with autism. The average creative profile of people with autism shows that they are inhibited in fluency and flexibility, but that they display a high level of detail and a particularly high level of originality in works either generated during tests or created in private time. In particular, the level of detail reached in the latter condition seems to be higher in the autistic population than in the control groups. Better linguistic skills appear to be linked to better creative performances. Linguistic tests, if compared with visual and performative tests, seem to favour the expression of originality in subjects with autism. Although our data on autistic traits are compatible with the hypothesis that a high level of autistic traits is a watered-down replica of the cognitive profile of subjects with autism, we have no sufficient data to support this hypothesis.
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Affiliation(s)
- Paola Pennisi
- Department of Adult and Childhood, Human Pathology "Gaetano Barresi"; Hospital G. Martino, University of Messina, Via Consolare Valeria snc, 98125, Messina, Italy.
| | - Laura Giallongo
- Department of Cognitive Science, Education and Cultural Studies, University of Messina, Via Concezione 6/8, IT, 98121, Messina, Italy
| | - Giusy Milintenda
- Department of Cognitive Science, Education and Cultural Studies, University of Messina, Via Concezione 6/8, IT, 98121, Messina, Italy
| | - Michela Cannarozzo
- Department of Adult and Childhood, Human Pathology "Gaetano Barresi"; Hospital G. Martino, University of Messina, Via Consolare Valeria snc, 98125, Messina, Italy
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