A Practical Approach to Optimizing Support for Elite Athletes Using Performance Determinants and Moderating Factors.

Background: Elite athlete support can involve substantial testing and monitoring data. A practical and meaningful framework can help practitioners optimize service delivery. Purpose: We present the concepts of performance determinants and moderating factors and emphasize prioritization of macroscopi...

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Published in:International Journal of Sports Physiology & Performance Vol. 21; no. 7; pp. 1 - 9
Main Authors: Washif, Jad Adrian, Pyne, David B.
Format: tables/charts Journal Article
Published: Human Kinetics Publishers, Inc. Jul2026
Online Access:View this record in EBSCOhost
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      jtl: International Journal of Sports Physiology & Performance
      issn: 15550265
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      dt: Jul2026
      vid: 21
      iid: 7
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      pub: Human Kinetics Publishers, Inc.
      place: Champaign, Illinois
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        194702966
        194702966
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        10.1123/ijspp.2025-0487
        194702966
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        atl: A Practical Approach to Optimizing Support for Elite Athletes Using Performance Determinants and Moderating Factors.
      aug:
        au:
          Washif, Jad Adrian
          Pyne, David B.
        affil: High-Performance Branch, Sports Performance Division, Institut Sukan Negara Malaysia (National Sports Institute of Malaysia), Kuala Lumpur, Malaysia
      sug:
        subj:
          Athletes, Elite Psychosocial Factors
          Athletic Performance Evaluation
          Support, Psychosocial
          Sports Science
          Running
          Monitoring, Physiologic
          Acceleration
          Reaction Time
          Body Composition
          Coaches, Athletic
      ab: Background: Elite athlete support can involve substantial testing and monitoring data. A practical and meaningful framework can help practitioners optimize service delivery. Purpose: We present the concepts of performance determinants and moderating factors and emphasize prioritization of macroscopic (visually observable) measures for effective application in sports where direct athlete interaction is minimal. Methods: We advocate that performance determinants are measures that must be enhanced to improve the targeted outcome, such as 100-m sprint time (example herein). In this case, the determinants comprise relevant sprint-specific measures—acceleration time, maximal velocity, and maintenance, with secondary determinants derived from nonsprinting measures (eg, jumping relative power, reactive strength)—identified in the sports literature and endorsed by the support team. Moderating factors involve measures that must be maintained at an optimal level to positively influence determinant factors and overall performance. Reaction time, early acceleration time, mechanics (technical elements) in different phases, maximal strength, neuromuscular status, and body composition are all relevant factors. For effective implementation, a 3-stage process (CEO – consultation, evaluation, and optimization) is proposed to integrate training/coaching and performance support, with active involvement of coaches, athletes, and staff to ensure clarity, buy-in, and timely individualized adjustments. Other considerations include the structure of team support, work arrangements (eg, integrated support), and support delivery strategies (eg, embedded services), all of which require systematic planning, commitment of key personnel, and regular internal review. Conclusions: This approach enables effective, actionable performance support for elite athletes and coaches. Changes in athlete performance should be interpretable through the identified performance determinants and moderating factors.
      pubtype: Academic Journal
      doctype:
        tables/charts
        Journal Article
      ougenre: Article
    language: English
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