What Role is There for Artificial Intelligence in the Assessment of Neurodiversity?

Research Stream: Social Technologies

Author: Emily McConway, Undergraduate Intern in Psychology, Maynooth University and Mac MacLachlan, Professor of Psychology & Social Inclusion, and Co-Director of the ALL Institute, Maynooth University

Early assessment and intervention are vital in facilitating positive developmental and behavioural outcomes for children with neurodevelopmental conditions. Early intervention has a positive long-term effect on both autistic children and their caregivers. The current process of assessing the needs of children with possible autistic traits focuses on the use of behavioural clinical diagnostic instruments such as Autism Diagnostic Observation Schedule (ADOS) and Autism Diagnostic Interview-Revised (ADI-R). Both instruments require direct clinician-to-child observation and can take hours to administer and score. In many countries, long waiting lists, coupled with social, economic and geographic barriers hinders timely assessment of neurodiverse children. The ALL Institute is interested in pragmatic ways to streamline access to services, including assessing a person’s needs for services and supports.   

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Disability, Identity, Neurodiversity & Me: Or should “Me” be first?

Stories/Lived Experience

Author: Mac MacLachlan, Assisting Living and Learning (ALL) Institute, Maynooth University

Professor Mac MacLachlan Profile Picture
Mac MacLachlan

Different models of disability understand disability in different ways. The medical model associates disability with illness, deficit or disorder; and with the limitations these impose on individuals. The social model sees disability, not as a personal attribute but as the experience people have of barriers to their participation in society. The human rights model recognises both social barriers to participation and personal experience (for instance chronic pain) independent of barriers; and it asserts people’s rights to overcome barriers and access services to fulfil their right to fully participate in society. The United Nations Convention on the Rights of Persons with Disabilities (CRPD, 2006) embraces the social- and human rights-based models and obliges States that have ratified it – Ireland did in 2018 – to provide the necessary services and supports for its implementation.   

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