Conceptual foundations
Clarify definitions and proposed relationships among required outcomes, task demands, individual strengths and energy patterns, alignment and friction, system design, execution and performance evidence.
Research
The Institute’s programme is at an early stage. Its immediate work is conceptual, comparative and methodological: define its constructs, examine overlap with established disciplines, test proposed models and establish the limits of responsible application.
Current programme
These are research intentions and open workstreams, not completed studies or evidence of impact.
Clarify definitions and proposed relationships among required outcomes, task demands, individual strengths and energy patterns, alignment and friction, system design, execution and performance evidence.
Map overlap and difference across behavioural science, psychology, human factors, implementation science, ergonomics and systems thinking without renaming established work.
Develop proportionate ways to describe individual strengths, energy patterns, task demands and friction; observe execution; and distinguish practical signal from causal evidence.
Build explicit principles for autonomy, consent, equity, privacy, contestability and the detection of unintended effects.
Research questions
These questions are priorities for study. Their inclusion does not imply that the Institute has already produced evidence answering them.
Validation roadmap
The roadmap separates work that is currently documented from work that is planned or has not yet commenced. It is developmental and may change as evidence emerges; no stage below implies completed validation unless it says so.
Definitions, the eight-stage framework, item bank and versioned scoring logic are documented as working material.
Expert review, cognitive interviews and item refinement have not yet been completed as a formal programme.
Response patterns, completion quality and initial reliability analysis remain to be established with an appropriate sample.
Factor structure, convergent validity and discriminant validity have not yet been published.
Relationships with relevant execution and business measures remain research questions, not outcome claims.
Population limits, self-report limitations and responsible-use boundaries are published; formal bias analysis is not yet complete.
The work is versioned and open to critique, with material revisions recorded as the public account develops.
Conceptual analysis, adjacent-field review, self-report, behavioural observation, implementation evidence and causal evaluation answer different questions. The programme should keep those distinctions visible and report null, mixed and adverse findings.
Not every desired behaviour or performance outcome is legitimate. Research and application require proportionate review of power, consent, privacy, autonomy, fairness, contestability, surveillance risk and unintended effects.
See the technology safeguards, the working terminology and the contribution principles.
Latest publications
The publications section brings working papers and other document types together without presenting development-stage work as settled research.
A working method for designing roles and systems around individual strengths and energy patterns while holding required outcomes constant, including design moves, evidence standards and ethical practice.
Read paperA working account of the field’s core constructs — strengths, energy patterns, task demands, alignment, friction, system design and engagement — and the eight-stage pathway model that connects them.
Read paper