MEASUREMENT METHODOLOGY

Beyond Persona Measurement Methodology

Beyond Persona uses a 288-item assessment, 36 measured axes, 4 layers, 29 archetypes, and 53 roles that can show up before AI writes the explanatory report.

288assessment items

36measured traits

Three layers plus an integrated layer

Measured result read as a whole

288 items and 36 axes

BP does not start by assigning one broad type label. It measures 36 traits first, then explains how they come together.

Four layers

Ground covers innate temperament: behavioral tendencies that recur across different situations. Lens covers cognitive preferences in taking in information and making judgments. Mirror covers metacognition: noticing and examining one's own reactions and ways of thinking. Resonance (Trait Combination) cross-analyzes the 36 traits measured across the three layers, crossing traits within the same layer as well as across layers. It is separate from relationship analysis, which compares two people.

Ground
Lens
Mirror
Resonance

Boundary of AI

AI writes the personal report from the measured result, the archetype, and the roles that show up. A report about the relationship between two people is a separate product that uses both people's results; no partner data enters the personal report.

PUBLIC ACADEMIC MAPPING

Partial Public Academic Mapping

This describes reviewed connections between concepts and literature. A literature connection does not itself validate BP empirically.

Layer	BP meaning	Research category	Public use	Boundary
Ground	Ground covers innate temperament: behavioral tendencies that recur across different situations.	Big Five, BFAS, NEO-related trait and facet research	Defines the semantic range of stable tendency axes	BP results are not one-to-one conversions from Big Five scores
Lens	Lens covers cognitive preferences in taking in information and making judgments.	Jungian type theory, cognitive style, and decision-preference research	Supports explanations about thinking and decision style	BP should not be called an MBTI cognitive-function test
Mirror	Mirror covers metacognition: noticing and examining one's own reactions and ways of thinking.	Metacognitive awareness, self-awareness, locus of control, and bias-awareness literature	Grounds self-understanding and defensive-pattern explanations	Not a clinical diagnosis or therapy assessment
Resonance	Resonance (Trait Combination) cross-analyzes the 36 traits measured across the three layers, crossing traits within the same layer as well as across layers. It is separate from relationship analysis, which compares two people.	This is BP's design for reading Ground, Lens and Mirror together.	Its conceptual explanation is separate from testing with real users.	Interpersonal research is not substituted for empirical evidence of intrapersonal integration.

Frequently Asked Questions

Is BP mainly an AI text analysis tool?

The core assessment is response-based. AI explains the measured result after the assessment produces it.

How is it different from 16-type tests?

Many 16-type tests summarize a person into one label. BP uses 36 axes and 4 layers to explain more granular patterns.

Can AI wording vary?

AI wording can vary, but the report should remain anchored to the measured result data.

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