Evidence map›Paper›PMID 41834988›Full record

ArticleSichuan da xue xue bao. Yi xue ban = Journal of Sichuan University. Medical science edition2026

[Exercise Load Classification and Perceptual Difference Awareness Training Based on Exercise Load Entropy Theory in University Students].

Xin Li, Peina Yang, Luyao Wang, Haijun Han, Peng Bai, Jian Li, Xue Xiao

Abstract readEnglish Abstract
PubMed Full text at PMC Publisher
In one paragraph

Article in Sichuan da xue xue bao. Yi xue ban = Journal of Sichuan University. Medical science edition, 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

7 authors.

Xin Li *（ 610041）Department of Medical Genetics, West China Second University Hospital, Sichuan University, Chengdu 610041, China.ORCID 0000-0002-6734-9034
Peina Yang *（ 610041）Department of Medical Genetics, West China Second University Hospital, Sichuan University, Chengdu 610041, China.
Luyao Wang（ 610041）Department of Medical Genetics, West China Second University Hospital, Sichuan University, Chengdu 610041, China.
Haijun Han（ 610041）Department of Medical Genetics, West China Second University Hospital, Sichuan University, Chengdu 610041, China.
Peng Bai（ 610041）Department of Medical Genetics, West China Second University Hospital, Sichuan University, Chengdu 610041, China.
Jian Li（ 610041）Department of Medical Genetics, West China Second University Hospital, Sichuan University, Chengdu 610041, China.
Xue Xiao（ 610041）Department of Medical Genetics, West China Second University Hospital, Sichuan University, Chengdu 610041, China.ORCID 0000-0002-0908-3848

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: Based on exercise load entropy measurement theory, this study aimed to investigate patterns of change in exercise load classification, perceptual difference awareness, and Weber fraction among university students across different exercise load levels, thereby providing theoretical support for personalized exercise load assessment. Methods: From January to April 2025, 138 college students completed six incrementally increasing load tests on a cycle ergometer. Based on self-perceived load staging and perceptual discrimination, discrimination thresholds and Weber fractions were calculated for each load level. Data were analyzed using univariate analysis, correlation analysis, and multiple linear regression analysis. Results: With increasing exercise load levels, differential perception showed an overall downward trend, but the difference was not statistically significant ( Conclusion: Among college students, the perception of exercise load changes nonlinearly as the load level increases, and the Weber fraction decreases as the load intensifies.

Indexed as

AwarenessExercisePerceptionStudentsEntropyExercise TestFemaleHumansMaleUniversitiesYoung AdultExercise load classificationExercise load entropyPerceptual difference awarenessPersonalized interventionWeber fraction

Identifiers

PMID41834988
PMCPMC12979998

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

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.