Question selection and quality
Our question bank is developed based on validated instruments and scientific literature from neuropsychology and developmental psychology. The questions are inspired by established measurement instruments for executive functions, including the BRIEF (Behavior Rating Inventory of Executive Function) and related assessments used in clinical practice.
The theoretical basis rests on the model of executive functions described by Gioia, Isquith, Guy and Kenworthy, complemented with insights from the neurodiversity paradigm as grounded by Thomas Armstrong and Judy Singer. This paradigm guides our affirmative approach to neurological variation.
The question bank covers eight core areas of executive functioning: attention and focus, impulse control, cognitive flexibility, organisational skills, planning and prioritisation, working memory, emotion regulation and task initiation. These domains correspond to the scientific consensus on the components of executive functioning.
All items are developed in three developmentally tailored variants for children aged 8-11, young people aged 12-14, and adolescents aged 15-18. The multi-informant design enables systematic comparison between the parent perspective and the child's self-report. Research shows that perception differences between informants yield valuable insights.
Our wording follows the principles of neurodiversity-affirming communication. This means we consistently apply strengths-based language and avoid pathologising terminology. Neurological differences are presented as variation in human functioning, not as deficits.
The adaptive assessment follows a layered structure. Screening items provide a global view of functioning per domain. Deepening items are conditionally triggered when scores warrant further investigation. Strength items inventorise compensation strategies and contexts in which the child functions optimally.
Our development pipeline safeguards the quality of every question. New items are drafted according to guidelines for neurodiversity-affirming wording, with an extensive list of pathologising terms automatically excluded. Every item goes through automated validation for technical correctness, including checks on unique answer values, correct scoring direction, and consistency between question and answer scale. An AI-assisted review system checks semantic quality. Finally, human review ensures clinical relevance and comprehensibility for the target audience.
MindNavigator is an educational tool for self-insight and preparation for professional guidance. The assessment does not replace clinical diagnostics but supports families in developing a nuanced understanding of their child's cognitive profile.
Quality assurance
Our development pipeline
Every question goes through five steps before being included in the question bank. This safeguards scientific quality AND neurodiversity-affirming wording.
Drafting
New items are drafted according to guidelines for neurodiversity-affirming wording. The question must be strengths-based and respect neurological variation.
- Based on the BRIEF model
- Age-specific variants
- Context-specific (home/school)
Language filter
Automatic check against an extensive list of pathologising terms. Words like "disorder", "problem" or "deficit" are detected and flagged.
- 100+ excluded terms
- Affirmative alternatives
- Consistent tone
Technical validation
Automated check on technical correctness: unique answer values, correct scoring direction, and consistency between question and answer scale.
- Schema validation
- Scoring logic
- Answer-scale check
AI review
An AI-assisted review system checks semantic quality: is the question clear, unambiguous, and free of implicit assumptions about "normal" behaviour?
- Semantic analysis
- Bias detection
- Readability check
Human final review
Finally, human final review is performed by professionals with experience in clinical practice. They assess clinical relevance and comprehensibility for the target audience (children 8-18 and their parents).
Scientific grounding
Sources and references
See how we build a serious brain profile
The question bank is one part. On the scientific grounding page you can read how 185 questions, 26 domains and adaptive scoring together form a complete brain profile.
View scientific grounding