A transdiagnostic approach to neurodiversity in a representative population sample: The N+ 4 model
Background The concept of neurodiversity draws upon scientific research, and lessons from practice and lived experience to suggest new ways of thinking about neurodevelopmental conditions. Among the formative observations are that characteristics associated with neurodevelopmental conditions are par...
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Published in | JCPP advances Vol. 4; no. 2; pp. e12219 - n/a |
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Main Authors | , , , |
Format | Journal Article |
Language | English |
Published |
United States
John Wiley and Sons Inc
01.06.2024
Wiley |
Subjects | |
Online Access | Get full text |
ISSN | 2692-9384 2692-9384 |
DOI | 10.1002/jcv2.12219 |
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Abstract | Background
The concept of neurodiversity draws upon scientific research, and lessons from practice and lived experience to suggest new ways of thinking about neurodevelopmental conditions. Among the formative observations are that characteristics associated with neurodevelopmental conditions are part of a “broader phenotype” of variation across the whole population, and that there appear to be “transdiagnostic” similarities as well as differences in these characteristics. These observations raise important questions that have implications for understanding diversity in neurodevelopmental conditions and in neurocognitive phenotypes across the whole population.
Method
The present work examines broader phenotypes using seven widely used self‐report assessments of traits associated with autism, ADHD, dyslexia, Developmental Coordination Disorder/dyspraxia, tic disorders/Tourette's, cortical hyperexcitability associated with subclinical epilepsy, and sensory sensitivities. A representative sample of 995 adults (aged 17–77) in the UK completed self‐report measures of neurodiversity, wellbeing, generalized anxiety, and depression, and cognitive abilities (nonverbal intelligence and executive functioning).
Results
We used confirmatory factor analysis to test whether variation and covariation was better characterized (1) by traditional diagnostic labels, or (2) transdiagnostically according to similarities in functions, behaviours, or phenomena. Results indicated that neurodiversity characteristics were best explained using a bifactor model with one general “N” factor and four condition‐specific factors.
Conclusion
This was the largest examination to date of the factor structure of broader phenotypes relevant to neurodevelopmental conditions. It provides critical benchmark data, and a framework approach for asking systematic questions about the structure of neurocognitive diversities seen in the whole population and in people with one or more diagnoses.
For self‐report broader phenotype measures for six neurodevelopmental conditions a single “N‐factor” accounted for the most overall variance on all measures, whilst four further factors accounted for additional unique variance in traits associated with autism, ADHD, cortical hyperexcitability, and dyslexia/DCD. This N + 4 factor structure suggests that broader phenotype scales measure both general “neurodiversity” and traits that are more condition‐specific. Distinguishing these sources of variance may be helpful for understanding the complex patterns of cognition, behaviour, and experience associated with neurodiversity. |
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AbstractList | For self‐report broader phenotype measures for six neurodevelopmental conditions a single “N‐factor” accounted for the most overall variance on all measures, whilst four further factors accounted for additional unique variance in traits associated with autism, ADHD, cortical hyperexcitability, and dyslexia/DCD. This N + 4 factor structure suggests that broader phenotype scales measure both general “neurodiversity” and traits that are more condition‐specific. Distinguishing these sources of variance may be helpful for understanding the complex patterns of cognition, behaviour, and experience associated with neurodiversity. The concept of neurodiversity draws upon scientific research, and lessons from practice and lived experience to suggest new ways of thinking about neurodevelopmental conditions. Among the formative observations are that characteristics associated with neurodevelopmental conditions are part of a "broader phenotype" of variation across the whole population, and that there appear to be "transdiagnostic" similarities as well as differences in these characteristics. These observations raise important questions that have implications for understanding diversity in neurodevelopmental conditions and in neurocognitive phenotypes across the whole population.BackgroundThe concept of neurodiversity draws upon scientific research, and lessons from practice and lived experience to suggest new ways of thinking about neurodevelopmental conditions. Among the formative observations are that characteristics associated with neurodevelopmental conditions are part of a "broader phenotype" of variation across the whole population, and that there appear to be "transdiagnostic" similarities as well as differences in these characteristics. These observations raise important questions that have implications for understanding diversity in neurodevelopmental conditions and in neurocognitive phenotypes across the whole population.The present work examines broader phenotypes using seven widely used self-report assessments of traits associated with autism, ADHD, dyslexia, Developmental Coordination Disorder/dyspraxia, tic disorders/Tourette's, cortical hyperexcitability associated with subclinical epilepsy, and sensory sensitivities. A representative sample of 995 adults (aged 17-77) in the UK completed self-report measures of neurodiversity, wellbeing, generalized anxiety, and depression, and cognitive abilities (nonverbal intelligence and executive functioning).MethodThe present work examines broader phenotypes using seven widely used self-report assessments of traits associated with autism, ADHD, dyslexia, Developmental Coordination Disorder/dyspraxia, tic disorders/Tourette's, cortical hyperexcitability associated with subclinical epilepsy, and sensory sensitivities. A representative sample of 995 adults (aged 17-77) in the UK completed self-report measures of neurodiversity, wellbeing, generalized anxiety, and depression, and cognitive abilities (nonverbal intelligence and executive functioning).We used confirmatory factor analysis to test whether variation and covariation was better characterized (1) by traditional diagnostic labels, or (2) transdiagnostically according to similarities in functions, behaviours, or phenomena. Results indicated that neurodiversity characteristics were best explained using a bifactor model with one general "N" factor and four condition-specific factors.ResultsWe used confirmatory factor analysis to test whether variation and covariation was better characterized (1) by traditional diagnostic labels, or (2) transdiagnostically according to similarities in functions, behaviours, or phenomena. Results indicated that neurodiversity characteristics were best explained using a bifactor model with one general "N" factor and four condition-specific factors.This was the largest examination to date of the factor structure of broader phenotypes relevant to neurodevelopmental conditions. It provides critical benchmark data, and a framework approach for asking systematic questions about the structure of neurocognitive diversities seen in the whole population and in people with one or more diagnoses.ConclusionThis was the largest examination to date of the factor structure of broader phenotypes relevant to neurodevelopmental conditions. It provides critical benchmark data, and a framework approach for asking systematic questions about the structure of neurocognitive diversities seen in the whole population and in people with one or more diagnoses. Abstract Background The concept of neurodiversity draws upon scientific research, and lessons from practice and lived experience to suggest new ways of thinking about neurodevelopmental conditions. Among the formative observations are that characteristics associated with neurodevelopmental conditions are part of a “broader phenotype” of variation across the whole population, and that there appear to be “transdiagnostic” similarities as well as differences in these characteristics. These observations raise important questions that have implications for understanding diversity in neurodevelopmental conditions and in neurocognitive phenotypes across the whole population. Method The present work examines broader phenotypes using seven widely used self‐report assessments of traits associated with autism, ADHD, dyslexia, Developmental Coordination Disorder/dyspraxia, tic disorders/Tourette's, cortical hyperexcitability associated with subclinical epilepsy, and sensory sensitivities. A representative sample of 995 adults (aged 17–77) in the UK completed self‐report measures of neurodiversity, wellbeing, generalized anxiety, and depression, and cognitive abilities (nonverbal intelligence and executive functioning). Results We used confirmatory factor analysis to test whether variation and covariation was better characterized (1) by traditional diagnostic labels, or (2) transdiagnostically according to similarities in functions, behaviours, or phenomena. Results indicated that neurodiversity characteristics were best explained using a bifactor model with one general “N” factor and four condition‐specific factors. Conclusion This was the largest examination to date of the factor structure of broader phenotypes relevant to neurodevelopmental conditions. It provides critical benchmark data, and a framework approach for asking systematic questions about the structure of neurocognitive diversities seen in the whole population and in people with one or more diagnoses. Background The concept of neurodiversity draws upon scientific research, and lessons from practice and lived experience to suggest new ways of thinking about neurodevelopmental conditions. Among the formative observations are that characteristics associated with neurodevelopmental conditions are part of a “broader phenotype” of variation across the whole population, and that there appear to be “transdiagnostic” similarities as well as differences in these characteristics. These observations raise important questions that have implications for understanding diversity in neurodevelopmental conditions and in neurocognitive phenotypes across the whole population. Method The present work examines broader phenotypes using seven widely used self‐report assessments of traits associated with autism, ADHD, dyslexia, Developmental Coordination Disorder/dyspraxia, tic disorders/Tourette's, cortical hyperexcitability associated with subclinical epilepsy, and sensory sensitivities. A representative sample of 995 adults (aged 17–77) in the UK completed self‐report measures of neurodiversity, wellbeing, generalized anxiety, and depression, and cognitive abilities (nonverbal intelligence and executive functioning). Results We used confirmatory factor analysis to test whether variation and covariation was better characterized (1) by traditional diagnostic labels, or (2) transdiagnostically according to similarities in functions, behaviours, or phenomena. Results indicated that neurodiversity characteristics were best explained using a bifactor model with one general “N” factor and four condition‐specific factors. Conclusion This was the largest examination to date of the factor structure of broader phenotypes relevant to neurodevelopmental conditions. It provides critical benchmark data, and a framework approach for asking systematic questions about the structure of neurocognitive diversities seen in the whole population and in people with one or more diagnoses. For self‐report broader phenotype measures for six neurodevelopmental conditions a single “N‐factor” accounted for the most overall variance on all measures, whilst four further factors accounted for additional unique variance in traits associated with autism, ADHD, cortical hyperexcitability, and dyslexia/DCD. This N + 4 factor structure suggests that broader phenotype scales measure both general “neurodiversity” and traits that are more condition‐specific. Distinguishing these sources of variance may be helpful for understanding the complex patterns of cognition, behaviour, and experience associated with neurodiversity. The concept of neurodiversity draws upon scientific research, and lessons from practice and lived experience to suggest new ways of thinking about neurodevelopmental conditions. Among the formative observations are that characteristics associated with neurodevelopmental conditions are part of a "broader phenotype" of variation across the whole population, and that there appear to be "transdiagnostic" similarities as well as differences in these characteristics. These observations raise important questions that have implications for understanding diversity in neurodevelopmental conditions and in neurocognitive phenotypes across the whole population. The present work examines broader phenotypes using seven widely used self-report assessments of traits associated with autism, ADHD, dyslexia, Developmental Coordination Disorder/dyspraxia, tic disorders/Tourette's, cortical hyperexcitability associated with subclinical epilepsy, and sensory sensitivities. A representative sample of 995 adults (aged 17-77) in the UK completed self-report measures of neurodiversity, wellbeing, generalized anxiety, and depression, and cognitive abilities (nonverbal intelligence and executive functioning). We used confirmatory factor analysis to test whether variation and covariation was better characterized (1) by traditional diagnostic labels, or (2) transdiagnostically according to similarities in functions, behaviours, or phenomena. Results indicated that neurodiversity characteristics were best explained using a bifactor model with one general "N" factor and four condition-specific factors. This was the largest examination to date of the factor structure of broader phenotypes relevant to neurodevelopmental conditions. It provides critical benchmark data, and a framework approach for asking systematic questions about the structure of neurocognitive diversities seen in the whole population and in people with one or more diagnoses. |
Author | Lee, Robert Apperly, Ian A. Kleij, Sanne W. Devine, Rory T. |
AuthorAffiliation | 1 Centre for Developmental Science School of Psychology University of Birmingham Birmingham UK |
AuthorAffiliation_xml | – name: 1 Centre for Developmental Science School of Psychology University of Birmingham Birmingham UK |
Author_xml | – sequence: 1 givenname: Ian A. orcidid: 0000-0001-9485-563X surname: Apperly fullname: Apperly, Ian A. email: i.a.apperly@bham.ac.uk organization: University of Birmingham – sequence: 2 givenname: Robert orcidid: 0009-0005-2373-4351 surname: Lee fullname: Lee, Robert organization: University of Birmingham – sequence: 3 givenname: Sanne W. orcidid: 0000-0002-2749-3015 surname: Kleij fullname: Kleij, Sanne W. organization: University of Birmingham – sequence: 4 givenname: Rory T. orcidid: 0000-0002-3710-7878 surname: Devine fullname: Devine, Rory T. organization: University of Birmingham |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/38827989$$D View this record in MEDLINE/PubMed |
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Keywords | ADHD neurodiversity transdiagnostic broader phenotype autism dyslexia |
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The concept of neurodiversity draws upon scientific research, and lessons from practice and lived experience to suggest new ways of thinking about... The concept of neurodiversity draws upon scientific research, and lessons from practice and lived experience to suggest new ways of thinking about... For self‐report broader phenotype measures for six neurodevelopmental conditions a single “N‐factor” accounted for the most overall variance on all measures,... Abstract Background The concept of neurodiversity draws upon scientific research, and lessons from practice and lived experience to suggest new ways of... |
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SubjectTerms | ADHD autism broader phenotype dyslexia neurodiversity Original transdiagnostic |
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Title | A transdiagnostic approach to neurodiversity in a representative population sample: The N+ 4 model |
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