Science & Methodology
Explore the Ideas Behind NeuroChoice
Discover how science and mathematics support the NeuroChoice™ Ecosystem and its approach to behavioural evidence.
This area is designed for researchers, assessment professionals and users who want to explore the methodological foundations behind comparative judgement, ranking, forced-choice data and behavioural modelling.
From Measurement to
Behavioural Modelling
The NeuroChoice Ecosystem brings together established and developing methodological ideas to explore behavioural evidence in a more ecological and dynamic way.
A series of scientific and mathematical areas underpin the framework. The website should introduce these clearly, while the detailed mathematics and technical definitions remain within the NC Ecosystem User Manual and supporting technical material.
Methodological Foundations
These are the key areas for users wishing to explore the science behind NeuroChoice.
01
Thurstonian IRT
Identified as part of the scientific and mathematical foundation of the NC Ecosystem.
Detailed explanation: NC User Manual / approved technical material.
02
Comparative Judgement
A key area connected with how comparative evidence can be explored within the framework.
Detailed explanation: NC User Manual / approved technical material.
03
Ranking & Forced-Choice Data
Central data forms used within the broader behavioural intelligence approach.
Detailed explanation: NC User Manual / approved technical material.
04
Ecological Modelling
One of the methodological ideas supporting the ecosystem.
Detailed explanation: NC User Manual / approved technical material.
05
Laplacian Structure
A mathematical component within the framework’s methodology.
Detailed explanation: NC User Manual / approved technical material.
06
Constraint-Based Optimisation
Included among the mathematical approaches supporting the NC Ecosystem.
Detailed explanation: NC User Manual / approved technical material.
07
Behavioural Manifolds
A core concept for a deeper understanding of NeuroChoice.
Detailed explanation: NC User Manual / approved technical material.
08
Trajectories
Included in the proposed technical content relating to behavioural patterns and change.
Detailed explanation: NC User Manual / approved technical material.
09
Fisher Information
Identified as another mathematical component of the NeuroChoice methodology.
Detailed explanation: NC User Manual / approved technical material.
Understanding Change and Prediction
NeuroChoice is designed around a view of behaviour that is not static. The wider framework moves from observation and comparison towards understanding behavioural change and prediction.
01
Observe
02
Compare
03
Triangulate
04
Model
05
Predict
Research & Development
Explore the Technical Material
This area offers a route into deeper research, technical information and ongoing development of the NeuroChoice Ecosystem.
✓ Access articles comparing NeuroChoice with other approaches.
✓ Join the research and development group.
✓ Access technical material and software as these resources become available.
Want to Go Deeper?
Explore the technical foundations of NeuroChoice through the NC Ecosystem User Manual, research articles and supporting technical resources.
Content note: The website proposal names these scientific and mathematical concepts but does not provide their detailed definitions or equations. Those explanations should be taken from the NC Ecosystem User Manual or approved technical material.