Evidence map›Paper›PMID 41918905›Full record

ArticleFrontiers in physiology2026

Comparing acute effects of heavy resistance, plyometric, and complex training on post-activation performance enhancement in elite swimmers: a randomized controlled trial.

Zhili Ma, Chuanbo Zheng, Tao Gao, Ziren Zhao, Xin Zheng, Ting Liao, Yong Tai Wang

Abstract read
In one paragraph

Article in Frontiers in physiology, 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.

Zhili Ma *College of Sports and Health, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, China.
Chuanbo Zheng *Sport Training School, Wuhan Sports University, Wuhan, China.
Tao GaoSport Training School, Wuhan Sports University, Wuhan, China.
Ziren ZhaoCollege of Physical Education and Health Science, Chongqing Normal University, Chongqing, China.
Xin ZhengCollege of Physical Education and Health Science, Chongqing Normal University, Chongqing, China.
Ting LiaoSport Training School, Wuhan Sports University, Wuhan, China.
Yong Tai WangCollege of Health Sciences and Technology, Rochester Institute of Technology, Rochester, NY, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Post-activation performance enhancement (PAPE) is an emerging strategy for optimizing pre-competition warm-up in elite swimming. However, substantial heterogeneity exists across studies due to inconsistent load standardization methodologies. Objective: This randomized controlled trial aimed to examine the acute effects of three PAPE training modalities, heavy resistance training (HRT), plyometric training (PLY), and complex training (COM), on swim start performance and lower body power in elite swimmers, utilizing session rating of perceived exertion (sRPE) for load equalization. Methods: Forty-seven first-class swimmers (mean age 21.21 ± 0.69 years; training experience 8.08 ± 0.91 years) were randomly allocated to control (n = 11), heavy resistance training (n = 11), plyometric training (n = 12), or complex training (n = 13) groups. All interventions were standardized to achieve equivalent session rating of perceived exertion-time load (sRPE-TL) of 70-80 arbitrary units. The primary outcome was 15-m swim start time (T15m). Secondary outcomes included force platform variables (peak horizontal force, average propulsive force, propulsive impulse, take-off velocity) and land-based power measures (countermovement jump height and peak power). Performance assessments were conducted at 3, 6, 9, and 12 min post-intervention across four separate testing sessions. Effect sizes were calculated using Cohen's d for within-group pre-post comparisons. Results: Mixed-model ANOVA revealed significant group × time interactions for T15m (F (3,43) = 2.339, P = 0.024, η Conclusion: Under sRPE-TL-standardized conditions, complex training elicited greater PAPE responses, with distinct optimal time windows among modalities (PLY: 6 min; HRT: 12 min; COM: 9-12 min), supporting individualized pre-race warm-up programming.

Indexed as

complex trainingelite swimmersheavy resistance trainingplyometric trainingpost-activation performance enhancement

Identifiers

PMID41918905
PMCPMC13033526

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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.