Nashville, TN
Community Informed AI-Based System for Driver Training to Advance Neurodiverse Independence and Employment
Organization: Vanderbilt University
Primary Investigator: Nilanjan Sarkar
Research Track: Resource and Service Equity
Vanderbilt University and San Diego State University will explore an integrated artificial-intelligence and behavioral science based driving-training (AIDT) system, specifically designed for neurodiverse individuals, to address the large need of transportation independence. Some 85% of autistic adults are un/under-employed — at a cost to the economy of more than $400 billion annually — and research shows that adults on the autism spectrum rate employment as their top concern for improved quality of life, however fewer than 30% of driving-age autistic individuals are licensed to drive, limiting access to employment opportunities. The project will bring together a broad based coalition of community stakeholders — including vocational training centers, schools, clinics, and insurance providers — to understand how to package the AIDT system for seamless deployment across the community, effectively train community service providers in its use, and develop mechanisms within the community for its financial sustainability.
NSF Abstract
One in 36 individuals in the US has autism spectrum disorder (ASD). Each year in the US, approximately 70,000 autistic children become autistic adults and face a litany of disheartening statistics regarding independent living, community participation, and employment. The estimated cost of supporting Americans with autism having limited employment prospects will grow to $461 billion per year by 2025. One key to addressing this civic challenge is employment; some 85 percent of autistic adults are un/under-employed, and adults with autism rate employment as their top concern for improved quality of life. However, a major impediment for autistic individuals to access work opportunities and a life of independence, is lack of independence with transportation; fewer than 30 percent of driving-age autistic individuals are licensed to drive. The CIVIC Stage 2 award to Vanderbilt University will support the rapid pilot deployment of the team?s AI-based Vehicle Technology Simulator with Behavioral Strategies (AI-VTSBS) system, specifically designed for the ASD population ? comprising a virtual-reality driving simulator with artificial intelligence-based analysis and feedback, together with a curriculum built on a cognitive behavioral intervention for driving ? to address this critical civic need. The project will perform community-based participatory research including multiple stakeholders to make the AI-VTSBS system adaptable to use within multiple employment contexts and multiple employment outcomes of relevance to stakeholder communities.
The team led by Vanderbilt University and partner San Diego State University will build on its work on Stage 1 and will conduct a full Stage 2 pilot deployment with multiple types of civic partners and support providers ? including community-based vocational training centers, behavioral health clinics, and secondary schools ? toward an effective, low-cost, commercializable, integrated driving-instruction platform and curriculum, with a value proposition that offers increased independence and expanded career options for autistic people. The Stage 2 research pilot project will use an implementation science framework involving Exploration, Preparation, Implementation and Sustainment (EPIS) to specifically assess and pilot-test deployment factors with both qualitative and quantitative methods. Additionally, the AI-VTSBS technology may also be generalizable beyond adults with autism; some 1 in 6 people have a related neurodevelopmental disability (e.g., ADHD) or temporary cognitive impairment (e.g., traumatic brain injury) that manifest similar challenges for transportation independence. The CIVIC Stage 2 work will be integrated with the NSF NRT program in Neurodiversity Inspired Science & Engineering (NISE) through Vanderbilt University?s Frist Center for Autism & Innovation, thus providing advanced training for students in interdisciplinary research and translation.
CIVIC is a joint collaboration with Department of Energy, Department of Homeland Security, and the National Science Foundation
This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.