Evidence map›Paper›PMID 41493539›Full record

ArticleCognitive research: principles and implications2026

Understanding the cognitive cost of multimedia learning: effects of visual load and language proficiency.

Cintia Bali, Buket Tasdelen, Szabolcs Bandi, András Zsidó

Abstract read
In one paragraph

Article in Cognitive research: principles and implications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
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

4 authors.

Cintia BaliDepartment of Cognitive and Evolutionary Psychology, Faculty of Humanities and Social Sciences, Institute of Psychology, University of Pécs, Pécs, Hungary. bali.cintia@pte.hu.ORCID 0000-0002-5030-8439
Buket TasdelenDepartment of Cognitive and Evolutionary Psychology, Faculty of Humanities and Social Sciences, Institute of Psychology, University of Pécs, Pécs, Hungary.
Szabolcs BandiDepartment of Psychiatry and Psychotherapy, Clinical Centre, University of Pécs, Pécs, Hungary.
András ZsidóDepartment of Cognitive and Evolutionary Psychology, Faculty of Humanities and Social Sciences, Institute of Psychology, University of Pécs, Pécs, Hungary.

Funding

2024-2.1.1-EKÖP, Ministry of Culture and Innovation (EKÖP-24-4)OTKA FK 146604
6 · The paper itself

Abstract

Multimedia learning environments require learners to process and integrate information across visual and auditory modalities, often under conditions of limited cognitive capacity. In this study, we examined how visual load (defined as the number of images accompanying audio narration) and individual differences in language proficiency, sustained attention, and working memory influence learning outcomes in international university students. In two experiments (N = 61, M = 21.2 years), we examined how different visual loads affected memory recall. In Experiment 1, participants viewed narrated slides that included varying numbers of images, specifically from 0 to 3 images, and then completed an immediate recall task. In Experiment 2, we compared recall performance for audio-only vs. audio-and-picture information across two visual load conditions (1 vs. 3 images). Results showed that increasing visual support enhanced the learning of audio-and-picture information but had no benefit for audio-only content. Additionally, lower English proficiency and reduced attention were associated with poorer recall, especially under higher visual load. These findings support cognitive load theory and highlight how individual cognitive and language abilities can limit effective multimedia learning. The implications of these findings are discussed in relation to the design of digital instructional materials tailored for diverse learner populations.

Indexed as

AttentionLanguageLearningMemory, Short-TermMental RecallMultimediaVisual PerceptionAdolescentAdultFemaleHumansIndividualityMaleYoung AdultCognitive theory of multimedia learningDigital presentationsForeign language skillsSustained attentionWorking memory capacity

Identifiers

PMID41493539
PMCPMC12775221

What OpenQuestion holds

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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.