Authors: Silvia Grazioli; Alessandro Crippa; Eleonora Rosi; Antonio Candelieri; Silvia Busti Ceccarelli; Maddalena Mauri; Martina Manzoni; Valentina Mauri; Sara Trabattoni; Massimo Molteni; Paola Colombo; Maria Nobile · Research
Can Online Questionnaires Help Diagnose ADHD? Understanding the Role of Remote Assessment Tools
Research explores how well online questionnaires completed by parents and teachers align with clinical ADHD diagnoses
Source: Grazioli, S., Crippa, A., Rosi, E., Candelieri, A., Busti Ceccarelli, S., Mauri, M., Manzoni, M., Mauri, V., Trabattoni, S., Molteni, M., Colombo, P., & Nobile, M. (2023). Exploring telediagnostic procedures in child neuropsychiatry: addressing ADHD diagnosis and autism symptoms through supervised machine learning. European Child & Adolescent Psychiatry, 33, 139-149. https://doi.org/10.1007/s00787-023-02145-4
What you need to know
- Online questionnaires completed by parents and teachers can help identify ADHD with 82% accuracy compared to clinical diagnoses
- Core ADHD symptoms reported by caregivers are the most important indicators when making a diagnosis
- Autism symptoms can complicate ADHD assessment, as the behaviors often overlap
The Growing Role of Online Assessment
When Emily’s parents first worried about her attention difficulties at school, they faced a common challenge - long wait times to see a specialist for an ADHD evaluation. But what if some of the initial assessment could be done remotely through carefully designed questionnaires? This could help families get answers more quickly while ensuring specialists can focus their in-person time on the most complex cases.
As healthcare becomes increasingly digital, researchers are exploring how online tools can support the ADHD diagnostic process. This study examined how well parent and teacher questionnaires completed online matched up with final clinical diagnoses made by specialists.
How Well Do Online Assessments Work?
The researchers used machine learning (a type of artificial intelligence) to analyze questionnaire responses from over 300 children and teens who were evaluated for ADHD. They found that the computer algorithm could correctly identify 82% of cases compared to the clinicians’ diagnoses.
The most important factors in making accurate predictions were:
- Parent ratings of core ADHD symptoms (inattention, hyperactivity, impulsivity)
- Teacher ratings of these same symptoms
- Associated behavioral challenges like oppositional behavior
💡 Quick Tip: When completing ADHD questionnaires, focus on providing detailed, specific examples of behaviors rather than general impressions.
The Autism Connection
One interesting finding was how autism symptoms affected the assessment process. Children who had both ADHD and autism typically had their ADHD identified correctly through the questionnaires. However, children who only had ADHD were sometimes missed if they showed some autism-like social difficulties.
⚡ Remember: Many children with ADHD struggle socially, but the underlying reasons may be different than in autism. Be sure to discuss any social challenges with your child’s healthcare provider.
The Role of Different Perspectives
The study found that combining parent and teacher observations provides the most complete picture. Parents see their children across many settings and know their history, while teachers can compare a child’s behavior to same-age peers in the structured school environment.
What This Means for You
If your child is being evaluated for ADHD:
- Online questionnaires can be a helpful first step, but shouldn’t replace in-person evaluation
- Be thorough and specific when describing behaviors on assessment forms
- Both parent and teacher input is valuable
- Mention any social difficulties or autism-like traits to get the most accurate assessment
- Remember that overlapping symptoms can make diagnosis complex
Conclusions
- Online ADHD screening tools show promise for streamlining the initial assessment process
- Remote questionnaires work best as part of a comprehensive evaluation that includes in-person clinical assessment
- Understanding how ADHD and autism symptoms can overlap helps ensure more accurate diagnosis