Evidence map›Paper›PMID 41238632›Full record

ArticleScientific reports2025

Dynamics of a novel fractional-order model for autism spectrum disorder perspective propagation with optimal control.

Mehmet Gumus, Shewafera Wondimagegnhu Teklu

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
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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

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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.

Mehmet GumusDepartment of Mathematics, Faculty of Science, Zonguldak Bulent Ecevit University, 67100, Zonguldak, Turkey.
Shewafera Wondimagegnhu TekluDepartment of Mathematics, College of Natural and Computational Sciences, Debre Berhan University, Debre Berhan, 445, Ethiopia. luelzedo2008@gmail.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study addresses the propagation of negative societal perspectives toward Autism Spectrum Disorder (ASD) through a novel fractional-order mathematical model that captures the critical memory effect in individuals' attitude formation, where historical experiences continuously shape current perceptions. By analyzing intervention strategies combining media awareness campaigns and therapeutic programs, we demonstrate that fractional calculus reveals significantly slower attitude transitions (30-50 percent reduction in rate) compared to classical models, with therapeutic interventions proving three times more effective than media campaigns alone in rehabilitating negative perspectives of individuals. Our optimal control problem identifies a strategy that achieves a 75 percent reduction in negative perspectives, while cost-effectiveness analysis confirms the economic viability of the proposed combined approaches. These findings suggest that integrated interventions utilizing both media and therapy control measures yield the most efficient path to mitigating negative perspectives towards Autism Spectrum Disorder, with fractional-order modeling providing essential insights into the persistent nature of social attitudes that traditional integer-order models cannot capture.

Indexed as

Autism Spectrum DisorderModels, TheoreticalCost-Benefit AnalysisHumansAutism spectrum disorderFractional order modelMedia effectNegative perspectiveOptimal control theory

Identifiers

PMID41238632
PMCPMC12618495

What Socratic holds

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LicenceCC BY-NC-ND
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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 Socratic graph.