Evidence map›Paper›PMID 40603624›Full record

ArticleScientific reports2025

Educational multimedia design principles affect local and global information processing in functional brain networks.

Mohammadhossein Ostadi, Masoumeh Golmohamadian, Alireza Bosaghzadeh, S Hamid Amiri, Reza Ebrahimpour

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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.

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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

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No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Mohammadhossein OstadiDepartment of Electrical Engineering, Sharif University of Technology, Tehran, Iran.
Masoumeh GolmohamadianSchool of Cognitive Sciences (SCS), Institute for Research in Fundamental Science (IPM), Tehran, Iran.
Alireza BosaghzadehDepartment of Computer Engineering, Shahid Rajaee Teacher Training University, Tehran, Iran.
S Hamid AmiriDepartment of Computer Engineering, Shahid Rajaee Teacher Training University, Tehran, Iran.
Reza EbrahimpourCenter for Cognitive Science, Institute for Convergence Science and Technology (ICST), Sharif University of Technology, P.O. Box:11155-1639, Tehran, Iran. ebrahimpour@sharif.edu.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Educational multimedia has become increasingly important in modern learning environments because of its cost-effectiveness and its ability to overcome the temporal and spatial constraints of traditional methods. However, the complex cognitive processes involved in multimedia learning present challenges for understanding its neural mechanisms. This study employs network neuroscience to investigate how multimedia design principles influence the underlying neural mechanisms by examining interactions among various brain regions. Two distinct multimedia programs were constructed using identical auditory content but differing visual designs: one adhered to five guidelines for optimizing multimedia instruction, referred to as principal multimedia, while the other intentionally violated these guidelines, referred to as non-principal multimedia. Cortical functional brain networks were then extracted from EEG data to evaluate local and global information processing across the two conditions. Network measurements revealed that principal networks exhibited more efficient local information processing, whereas non-principal networks demonstrated enhanced global information processing and hub formation. Network modularity analysis also indicated two distinct modular organizations, with modules in non-principal networks displaying higher integration and lower segregation than those in principal networks, aligning with initial findings. These findings suggest that the brain may employ compensatory mechanisms to support learning and manage cognitive load despite less effective instructional designs.

Indexed as

BrainMultimediaNerve NetAdultBrain MappingCognitionElectroencephalographyFemaleHumansLearningMaleYoung AdultCognitive loadEducational multimediaEEGFunctional brain networksGlobal and local information processing

Identifiers

PMID40603624
PMCPMC12223235

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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.