Johanson analysis¶
A multidimensional media-analysis framework evaluating representation of women and girls through presence, agency, authority, gaze, sexuality and intersectional context.
Core Idea¶
Johanson analysis moves beyond a single pass-fail representation test by evaluating several dimensions of characterization and narrative power. Reviewers score or discuss distinct criteria so a work can be strong on presence yet weak on agency, gaze or intersectional breadth. The abstraction is therefore identified by a declared carrier, a transformation or constraint over that carrier, and an invariant that tells an analyst whether the named structure is genuinely present.
The load-bearing residual is not the broad topic of media criticism. It is A multidimensional media-analysis framework evaluating representation of women and girls through presence, agency, authority, gaze, sexuality and intersectional context.
Scope of Application¶
Johanson analysis belongs to media criticism and is useful where the analyst can specify a fictional work, women and girl characters, narrative roles, agency, power, viewpoint, sexuality, diversity and scoring rubric, then evaluate the analysis applies the documented criteria consistently and reports dimension-level evidence rather than one unsupported verdict. The scope is broad within that domain but bounded by the need for the analysis applies the documented criteria consistently and reports dimension-level evidence rather than one unsupported verdict. The entry records a descriptive analytical identity; practical use requires the governing domain's evidence, standards, and safety obligations.
Clarity¶
The abstraction clarifies a crowded vocabulary by making the analysis applies the documented criteria consistently and reports dimension-level evidence rather than one unsupported verdict the center of the account. A claim should name the carrier, the governing operation or relation, the applicable assumptions, and the recognition test. A bare label is insufficient because the name Johanson analysis can be used for a formal identity, an implementation, or a neighboring result unless carrier and convention are stated.
Manages Complexity¶
Without the abstraction, an analyst must reason directly over many local details: the carrier roles, admissibility assumptions, competing conventions, derived invariants, boundary cases, and proof or validation obligations specific to Johanson analysis. Johanson analysis compresses them into the roles in the structural signature. That compression permits comparison across instances without erasing the variables that determine validity. It also exposes which details may be varied safely and which are constitutive.
Abstract Reasoning¶
- Identify the carrier. State what the elements, states, objects, or observations are: a fictional work, women and girl characters, narrative roles, agency, power, viewpoint, sexuality, diversity and scoring rubric. Reject examples whose alleged carrier belongs to a different problem. 2. Lock the constitutive rule. Express the analysis applies the documented criteria consistently and reports dimension-level evidence rather than one unsupported verdict independently of one notation or implementation.
Knowledge Transfer¶
Knowledge transfers strongly among subfields of media criticism because they reuse a fictional work, women and girl characters, narrative roles, agency, power, viewpoint, sexuality, diversity and scoring rubric, Reviewers score or discuss distinct criteria so a work can be strong on presence yet weak on agency, gaze or intersectional breadth., and type the carrier, state every parameter and convention in the definition, test that the analysis applies the documented criteria consistently and reports dimension-level evidence rather than one unsupported verdict, compare the nearest accepted identity, and report counterexamples, uncertainty, and limiting cases.
Relationships to Other Abstractions¶
Current abstraction Johanson analysis Domain-specific
Parents (1) — more general patterns this builds on
-
Johanson analysis is a kind of Measurement Prime
The proposed strict upward parent is
prime:measurement.
Hierarchy path (1) — routes to 1 parentless root
- Johanson analysis → Measurement
Neighborhood in Abstraction Space¶
Johanson analysis sits in a moderately populated region (54th percentile for distinctiveness): it has near-neighbors but no dense thicket of look-alikes.
Family — Psychometrics, Testing & Measurement Bias (24 abstractions)
Nearest neighbors
- Critique — 0.89
- Item analysis — 0.88
- Narrative criticism — 0.88
- Hybrid genre — 0.87
- Tellability — 0.87
Computed from structural-signature embeddings · 2026-09-08