Evidence map›Paper›PMID 42707233›Full record

ArticleFrontiers in psychology2026

Temporal dynamics of students' physiological arousal in personalized learning contexts: a quasi-experimental study based on electrodermal activity.

Xiangying Xue, Xiangcong Liu, Yuqi Dong, Xingye Chen, Yuanqing Pei

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

5 authors.

Xiangying XueSchool of Communication, Qufu Normal University, Rizhao, China.
Xiangcong LiuSchool of Communication, Qufu Normal University, Rizhao, China.
Yuqi DongSchool of Education, Shanghai Normal University, Shanghai, China.
Xingye ChenShanghai Experimental School, Shanghai, China.
Yuanqing PeiShanghai Experimental Primary School, Shanghai, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Physiological arousal varies throughout classroom learning, yet its temporal dynamics during personalized learning in authentic primary-school classrooms remain unclear. This quasi-experimental study used electrodermal activity (EDA) to examine the lesson-wide temporal trend, dynamic trajectory, and phase-specific arousal level and activation frequency in an "Introduction to Circles" lesson. Two intact fourth-grade classes in Shanghai participated (analytic sample: experimental

Indexed as

academic emotioncognitive stateelectrodermal activitypersonalized learningphysiological arousal

Identifiers

PMID42707233
PMCPMC13547506

What OpenQuestion holds

Textmetadata
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Registered trials

None linked

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.