Evidence map›Paper›PMID 41194983›Full record

ArticleFrontiers in bioengineering and biotechnology2025

Effects of a visual-feedback LED pacing system in middle-distance pool freestyle swimming.

Zulin Chen, Lihan Lin, Yuqi He, Yikun Zheng, Weiwei Zhang, Dingtao Yan, Shumin Luo, Huangtao Chen, Hongmiao Chen

Abstract read
In one paragraph

Article in Frontiers in bioengineering and biotechnology, 2025. 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

9 authors.

Zulin ChenCollege of Physical Education, Huaqiao University, Quanzhou, China.
Lihan LinProvincial University Key Laboratory of Sport and Health Science, School of Physical Education and Sport Science, Fujian Normal University, Fuzhou, China.
Yuqi HeCollege of Physical Education, Huaqiao University, Quanzhou, China.
Yikun ZhengCollege of Physical Education, Huaqiao University, Quanzhou, China.
Weiwei ZhangCollege of Engineering, Huaqiao University, Quanzhou, China.
Dingtao YanCollege of Physical Education, Huaqiao University, Quanzhou, China.
Shumin LuoCollege of Physical Education, Huaqiao University, Quanzhou, China.
Huangtao ChenCollege of Physical Education, Huaqiao University, Quanzhou, China.
Hongmiao ChenCollege of Physical Education, Huaqiao University, Quanzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: This study examined the effects of an intelligent LED pacing system with visual feedback on training performance and physiological responses in middle-distance freestyle swimming. Methods: Twelve high-level swimmers completed two 200 m freestyle trials in a self-controlled design: first a self-paced swim, followed 24 h later by an LED-paced swim. The LED system (Chaser-S1, Huaqiao University) converted individualized target times from each swimmer's personal best into underwater light signals, providing real-time feedback. Trials were conducted in a 50 m indoor pool under standardized conditions. Each race was timed by three referees with synchronized stopwatches, heart rate was monitored with a Polar H10 under the swim cap, and fingertip blood lactate was sampled 1 min before and after each trial. Recorded outcomes included entire and segmental times, coefficient of variation (CV) of split time, blood lactate change (Δ mmol·L Results: LED pacing showed no significant differences in entire 200 m time or split times compared with self-pacing (entire: 150.21 ± 18.44 vs. 153.78 ± 20.26 s, Conclusion: In highly trained swimmers, LED pacing exerted negligible effects on pacing consistency and race time but was associated with reduced post-exercise blood lactate and heart rate fluctuations, indicating potential utility for training load management rather than immediate performance enhancement.

Indexed as

blood lactatefreestyle swimmingheart rateLED pacing systemsegmental pacingvisual feedback

Identifiers

PMID41194983
PMCPMC12583020

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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.