Evidence map›Paper›PMID 42564693›Full record

ArticleFrontiers in psychology2026

Matching cues to attention: how visual and social cues differentially benefit students with low sustained or selective attention.

Yao Li, Xuejiao Du

Abstract read
In one paragraph

Article in Frontiers in psychology, 2026. 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.

Yao LiSchool of Education, Ludong University, Yantai, China.
Xuejiao DuSchool of Education, Ludong University, Yantai, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: In the digital era, fragmented information impairs the sustained and selective attention of some students, making it difficult for them to remain engaged in instructional videos. Adding cues to instructional videos is a direct method for attracting and sustaining attention. Cues can be classified as visual or social. However, the differential effects of visual and social cues on the learning outcomes of students with varying levels of sustained or selective attention remain unclear. To address this, two experiments were conducted with university students as participants. Methods: In both experiments, students watched instructional videos with different cues and completed test materials. Experiment 1 adopted a 2 (sustained attention level: high, low) × 2 (cue type: visual, social) between-participants design, with a final sample of 105 participants. Experiment 2 adopted a 2 (selective attention level: high, low) × 2 (cue type: visual, social) between-participants design, with a final sample of 104 participants. Results: The results of Experiment 1 showed that in the transfer test only, students with low sustained attention performed better with social than with visual cues. The results of Experiment 2 showed that in the retention test alone, students with low selective attention performed better with visual than with social cues. Conclusion: For students with low sustained attention, incorporating social cues into instructional videos may be a better choice than visual cues for promoting knowledge transfer. For students with low selective attention, incorporating visual cues may be prioritized over social cues for enhancing knowledge retention.

Indexed as

instructional videosselective attentionsocial cuessustained attentionvisual cues

Identifiers

PMID42564693
PMCPMC13445958

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.