Evidence map›Paper›PMID 42432747›Full record

ArticleBMC sports science, medicine & rehabilitation2026

Pathways for enhancing competitive ability of basketball players based on physical fitness training.

Mingchen Xu, Xiaojing Zhang, Hongcui Chi, Haixia Liu

Abstract read
In one paragraph

Article in BMC sports science, medicine & rehabilitation, 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

4 authors.

Mingchen XuWeifang Engineering Vocational College, Qingzhou City, Shandong Province, 262500, China.
Xiaojing ZhangWeifang Engineering Vocational College, Qingzhou City, Shandong Province, 262500, China.
Hongcui ChiWeifang Engineering Vocational College, Qingzhou City, Shandong Province, 262500, China.
Haixia LiuWeifang Engineering Vocational College, Qingzhou City, Shandong Province, 262500, China. L15263656055@outlook.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Basketball's high-intensity intermittent demands impose substantial and position-specific physical requirements on players. This study employed a non-randomized quasi-experimental design to assess physical fitness profiles of 48 provincial-level male basketball players, quantifying causal pathways between physical weaknesses and competitive performance limitations (R²=0.742). Following a 16-week structured intervention, the Specialized Training (ST) group (n = 24) demonstrated significantly greater improvements than the Traditional Training (TT) group in squat 1RM (+ 18.3% vs. +7.2%, Cohen's d = 1.24), Yo-Yo test distance (+ 22.1% vs. +9.8%, Cohen's d = 1.06), and game scoring (+ 15.2% vs. +5.9%); all between-group differences were statistically significant (P < 0.001). A position-differentiated, movement pattern-energy metabolism dual-track training system was developed and validated, with a physical-to-competitive transformation prediction model achieving cross-validation accuracy of 83.7%. These findings offer an evidence-based "diagnosis-mechanism-intervention-verification" framework for the systematic enhancement of basketball players' competitive ability.

Indexed as

Basketball playersCausal correlation modelCompetitive abilityPeriodized trainingPhysical fitness trainingPhysiological adaptation mechanisms

Identifiers

PMID42432747
PMCPMC13640267

What OpenQuestion holds

Textmetadata
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.