Evidence map›Paper›PMID 41339393›Full record

ArticleScientific reports2025

Individual tolerances and dynamics of intragroup segregation in a extended Schelling model.

Gabriel Acuña, Eric Goles

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

2 authors.

Gabriel AcuñaFaculty of Engineering and Sciences, Universidad Adolfo Ibáñez, Santiago, Chile. gabracuna@alumnos.uai.cl.
Eric GolesFaculty of Engineering and Sciences, Universidad Adolfo Ibáñez, Santiago, Chile.

Funding

Agencia Nacional de Investigación y Desarrollo NCN2024_103
6 · The paper itself

Abstract

This research extends on Schelling's dynamic models of segregation regarding on one of its basic rules: the individual tolerance of the agents in the network. Unlike previous applications that assume a homogeneous tolerance parameter for all individuals in the same population, this investigation introduces individual and distinctive tolerances for each agent, allowing for the exploration of more complex local dynamics and their effects on aggregate segregation. Through its implementation on a periodic two-dimensional lattice, local behaviors of instability and stability lead to less predictable segregation dynamics when comparing to Schelling's original model. Whereas there is not a general rule that stems from individual tolerance thresholds for all the parametric space, an important characteristic emerges: that is, for given conditions in which extremely low tolerant agents interact, new efficient patterns of intragroup segregation emerges with size and geometries that intends to minimize the overall energy in the system.

Indexed as

EnergyIndividual toleranceIntragroup dynamicsSchellingSegregation

Identifiers

PMID41339393
PMCPMC12675587

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.