Threshold dynamics of corrective action in a population model of structural discrimination

Structural discrimination can sustain underrepresentation even when no actor explicitly excludes a group. We develop a simple population model in which current representation changes each type’s per-capita effective rate of maintaining or expanding its presence, while corrective action responds to the gap from a reference-population share. The model yields three main results. First, an exclusionary state can remain stable when corrective action is present but weak relative to representation-dependent structural feedback. Second, the corrective strength required to destabilize exclusion is greater for a focal type that is rarer in the reference population. Third, avoiding complete exclusion is not the same as attaining proportional representation: with finite corrective strength, the stable long-run share can remain below the reference share. These results connect qualitative accounts of cumulative structural disadvantage to explicit conditions for long-run stability. They also suggest that corrective policies should be evaluated by their effective dynamic strength relative to the structural feedback they are intended to change, rather than by their formal presence alone.

Authors

Institutions

Publication Details

Journal
PLOS complex systems.
Published
2026-09-15
DOI
https://doi.org/10.1371/journal.pcsy.0000132
Primary Topic
Evolutionary Game Theory and Cooperation
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
article

Threshold dynamics of corrective action in a population model of structural discrimination

Masanori Takano
PLOS complex systems.
Evolutionary Game Theory and Cooperation
article

Threshold dynamics of corrective action in a population model of structural discrimination

Masanori Takano
article en

Abstract

Structural discrimination can sustain underrepresentation even when no actor explicitly excludes a group. We develop a simple population model in which current representation changes each type’s per-capita effective rate of maintaining or expanding its presence, while corrective action responds to the gap from a reference-population share. The model yields three main results. First, an exclusionary state can remain stable when corrective action is present but weak relative to representation-dependent structural feedback. Second, the corrective strength required to destabilize exclusion is greater for a focal type that is rarer in the reference population. Third, avoiding complete exclusion is not the same as attaining proportional representation: with finite corrective strength, the stable long-run share can remain below the reference share. These results connect qualitative accounts of cumulative structural disadvantage to explicit conditions for long-run stability. They also suggest that corrective policies should be evaluated by their effective dynamic strength relative to the structural feedback they are intended to change, rather than by their formal presence alone.

PLOS complex systems.Vol. 3(9)
Keio University (JP), CyberAgent (Japan) (JP)
Reduced inequalities
Openalex Percentile: Top 4%
Evolutionary Game Theory and Cooperation
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Threshold dynamics of corrective action in a population model of structural discrimination — Masanori Takano · PLOS complex systems. (2026) | TGRS Research Map | TGRS