Unmet Needs and Service Priorities for ADHD in Australia
AI-Assisted Analysis of Senate Inquiry Submissions
Bibliographic Data
| ID | 15480728 |
|---|---|
| Authors | Blair Hudson (Racing Victoria, corresponding author), Sam Connell (0009-0000-6296-0726, The University of Notre Dame Australia), Anie Kurumlian (0000-0002-8245-5839, The University of Notre Dame Australia), Anjali Fernandes (The University of Notre Dame Australia), Habib Bhurawala (0000-0001-5114-9380, The University of Sydney), Alison Poulton (0000-0002-5867-2403, The University of Sydney) |
| Year | 2026 |
| Volume | 23 |
| Issue | 1 |
| Pages | 123-123 |
| Publication date | 2026-01-19 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | International Journal of Environmental Research and Public Health (JOURNAL) |
| Journal identifiers | ISSN: 1661-7827 • E-ISSN: 1660-4601 |
| Publisher | Multidisciplinary Digital Publishing Institute (PUBLISHER • CH) |
| DOI | 10.3390/ijerph23010123 |
| PMID | 41595917 |
| OpenAlex | W7124831505 |
| Language | EN |
| References cited | 17 |
The findings highlight substantial unmet needs and systemic barriers in ADHD diagnosis and care in Australia. The AI-assisted analysis of consumer submissions offers a scalable method for integrating lived experience into policy development, providing numerical weighting to the individuals' responses. Coordinated reforms in access, funding, and workforce training are needed to align services with both clinical evidence and community expectations
MEDLINE · Needs assessment · Scalability · Service (business · Workforce · Workforce development · Workforce planning · Attention Deficit Hyperactivity Disorder · Autism Spectrum Disorder Research · Neuroethics, Human Enhancement, Biomedical Innovations
Diagnostic and Statistical Manual of Mental Disorders
Annual Research Review
Sex differences in attention‐deficit hyperactivity disorder diagnosis and clinical care
Time after time
Stimulant treatment for attention-deficit/hyperactivity disorder and risk of first and repeat juvenile criminal offending
Artificial Intelligence Augmented Qualitative Analysis
An Examination of the Use of Large Language Models to Aid Analysis of Textual Data
| Citation velocity | historical |
|---|---|
| Highly cited | No |