Evidence map›Paper›PMID 41526612›Full record

ArticleScientific reports2026

Evaluating the sports performance of badminton players based on grip strength of the real hitting scenario.

Dachao Liu, Li Che, Fei Qi, Kebao Zhang, Diankang Cao

Abstract read
In one paragraph

Article in Scientific reports, 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.

Dachao LiuSchool of Physical Education, North University of China, Shanxi, China.
Li CheSchool of Dance and Martial Arts, Capital University of Physical Education and Sports, Beijing, China.
Fei QiSchool of Sports Management and Communication, Capital University of Physical Education and Sports, Beijing, China.
Kebao ZhangSchool of Physical Education, North University of China, Shanxi, China. 20180051@nuc.edu.cn.
Diankang CaoSchool of Physical Education, North University of China, Shanxi, China. cdk@nuc.edu.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study aims to investigate the correlation between hand grip strength and athletic performance in badminton players using a flexible piezoresistive pressure sensor. Beginners (15 males) and national second-level badminton athletes (15 males) participate in three progressively challenging test scenarios: stationary single-technique continuous testing, stationary techniques combination testing, and footwork-based techniques combination testing. During each test, real-time handgrip data including grip force peaks, time-domain grip characteristics, and average grip force are collected using flexible piezoresistive sensors. These indicators are analyzed alongside technical performance scores to evaluate differences in grip parameters across technique levels, and correlations between grip metrics and performance outcomes. Compared to beginners, athletes demonstrate more precise, focused, and efficient grip force control in all testing scenarios(P < 0.05). Significant correlations are found between grip force peak or time-domain grip changes and technical scores in control-based techniques. However, in force-based techniques, correlations are not statistically significant, though significant differences between technique groups are observed. Hand grip strength parameters, especially grip control ability, may serve as effective indicators for evaluating athletic performance in badminton. Higher-level players have more refined grip control characterized by precision, concentration, and efficiency. This study expands the application of flexible piezoresistive pressure sensors in sports science and also offers a novel, quantitative approach for assessing badminton performance from a micro-level perspective.

Indexed as

AthletesAthletic PerformanceHand StrengthRacquet SportsFemaleHumansMaleYoung AdultBadmintonFlexible piezoresistive pressure sensorGrip controlHandgrip strengthPerformance evaluation

Identifiers

PMID41526612
PMCPMC12876968

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.