Evidence map›Paper›PMID 41946841›Full record

ArticleScientific reports2026

Identification of key performance parameters and development of a youth badminton performance index in male youth players.

Mohammad Firdaus Mohd Israj, Nur Syazwani Ibrahim, Nor Ikhmar Madarsa, Siti Nor Alia Kartika Mohamed Shaihan, Rozita Abdul Latif, Mohd Syaiful Nizam Abu Hassan, Ahmad Bisyri Husin Musawi Maliki

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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. An erratum has been issued. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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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

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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

5 · Who and what money

Authors and funding

7 authors.

Mohammad Firdaus Mohd IsrajDefence Fitness Academy, Universiti Pertahanan Nasional Malaysia (UPNM), Kuala Lumpur, Malaysia.
Nur Syazwani IbrahimDefence Fitness Academy, Universiti Pertahanan Nasional Malaysia (UPNM), Kuala Lumpur, Malaysia.
Nor Ikhmar MadarsaDefence Fitness Academy, Universiti Pertahanan Nasional Malaysia (UPNM), Kuala Lumpur, Malaysia.
Siti Nor Alia Kartika Mohamed ShaihanDefence Fitness Academy, Universiti Pertahanan Nasional Malaysia (UPNM), Kuala Lumpur, Malaysia.
Rozita Abdul LatifFaculty of Sports and Recreation Sciences, Universiti Teknologi MARA (UiTM), Negeri Sembilan Branch, Seremban Campus, Seremban, Negeri Sembilan, 70300, Malaysia.
Mohd Syaiful Nizam Abu HassanFaculty of Applied Social Sciences, Universiti Sultan Zainal Abidin (UniSZA), Kampus Gong Badak, Kuala Nerus, Terengganu, 21300, Malaysia. Nizamhassan@unisza.edu.my.
Ahmad Bisyri Husin Musawi MalikiDefence Fitness Academy, Universiti Pertahanan Nasional Malaysia (UPNM), Kuala Lumpur, Malaysia. bisyri@upnm.edu.my.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Youth badminton performance involves an interplay of structural, physiological, training, and experiential factors more than a stand-alone measure like competition ranking. Yet, in youth programmes, athlete assessment is based on such siloed indicators such as isolated fitness tests or competition results and therefore, fails to appreciate the complexity of performance progression. Consequently, the objective of this study was to ascertain the fundamental multi-focal parameters relevant to youth badminton performance and construct a descriptive performance profiling index in the form of a Youth Badminton Performance Index (YBPI). The study employed a cross-sectional design and the subjects were 170 youth male badminton players aged 9-16 years, drawn from state-level teams and national development programmes. The components of the study were anthropometry, physical fitness, training exposure, competition and injury-related functional activity. To determine the dimensions of performance that lie underneath each of the components, Principal Component Analysis (PCA) with Varimax rotation was performed. Ten components accounting for 76.43% of the total variance were retained in the analysis. The domains of variance included anthropometric make-up, aerobic-agility, training exposure, competition experience, physical fitness, and injury-related functional readiness. The components were standardised and the YBPI was constructed from the sum of the standardised components, allowing athletes to be positioned within a relative performance grouping based on their multidimensional profile within the sample. These groupings are intended to support descriptive profiling and athlete monitoring rather than talent identification or prediction of future performance. Although the YBPI offers a multi-faceted approach to athlete profiling and monitoring and helps coaches to discern the athlete's characteristics and traits across multiple performance domains, the index is designed for performance profiling at a single point in time and not for forecasting or talent scouting. Practically, the YBPI may assist coaches in identifying whether an athlete's current profile reflects lower, moderate, or higher relative multidimensional performance status within a comparable youth cohort.

Indexed as

AthletesAthletic PerformanceRacquet SportsAdolescentAnthropometryChildCross-Sectional StudiesHumansMalePhysical FitnessPrincipal Component AnalysisMultidimensional assessmentPerformance indexPerformance profilingPrincipal component analysisYouth badminton

Identifiers

PMID41946841
PMCPMC13062019

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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Registered trials

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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 Socratic graph.