Research Integrity
Our commitments to accurate representation of what the framework is, what it is based on, and what it does not claim.
Every public description of the framework includes what it does not do alongside what it does. We do not present Multiple Natures as more validated, more universal, or more explanatory than it is.
The framework is based on sustained observation over thirty years. This is different from controlled research. We do not conflate the two.
Related bodies of research — on person-environment fit, multiple intelligences, situational judgment — are consistent with the framework's claims. They are not endorsements of the framework. We cite them to situate Multiple Natures within a larger conversation, not to claim that research validates the framework specifically.
The framework has changed over thirty years because the observation has continued. It will continue to change. When the framework fails to describe what it claims to describe, we acknowledge this and revise.
Multiple Natures may not be used as a clinical diagnostic instrument, a hiring screener, or a basis for any determination that limits someone's opportunities. Using the framework for these purposes violates its stated limits and MNI's terms of use.
The certification program evaluates applied reasoning — how a practitioner uses the framework — not psychometric reliability of the framework itself. Certification means a practitioner has demonstrated they can use Multiple Natures accurately, within its limits. It does not mean they have been certified by a body that has independently validated the instrument.
We are transparent about this distinction. It matters for anyone considering certification or evaluating a certified practitioner's work.