ReviewSports medicine (Auckland, N.Z.)2022
Development of a Revised Conceptual Framework of Physical Training for Use in Research and Practice.
Review in Sports medicine (Auckland, N.Z.), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 52 papers, 5 of them syntheses that pooled 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.
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.
Who cites it
52 citing papers in PubMed, 5 syntheses or guidelines pooled it.
- The Acute Effects of Short-Bout High-Intensity Interval Training on Physiological and Perceptual Outcomes: A Systematic Review and Meta-analysis.Sports medicine (Auckland, N.Z.) · 2026Pooled it
- The Correlations Between Training Load Parameters and Physical Performance Adaptations in Team Sports: A Systematic Review and Meta-analysis.Sports medicine - open · 2025Pooled it
- Intensity Zones and Intensity Thresholds Used to Quantify External Load in Competitive Basketball: A Systematic Review.Sports medicine (Auckland, N.Z.) · 2024Pooled it
- Solving the High-Intensity Multimodal Training Prescription Puzzle: A Systematic Mapping Review.Sports medicine - open · 2024Pooled it
- Submaximal Fitness Test in Team Sports: A Systematic Review and Meta-Analysis of Exercise Heart Rate Measurement Properties.Sports medicine - open · 2023Pooled it
- Post-Match Recovery Responses in Italian Serie A Youth Soccer Players: Effects of Manipulating Training Load 48 h After Match Play.European journal of sport science · 2025Trial
- The Relationship Between Games Missed for Rest or Load Management and Injury in the National Basketball Association, 2014-15 Through 2022-23.Sports medicine (Auckland, N.Z.) · 2026Observational
- Time-Course of Recovery Following a Strength-Power Emphasized CrossfitSports (Basel, Switzerland) · 2026Article
- Monitoring Training Effects in Athletes: A Multidimensional Framework for Decision-Making.Sports medicine (Auckland, N.Z.) · 2026Review
- Temporal trends and weight-class differences in takedown density in professional mixed martial arts: a retrospective analysis of 8,461 UFC bouts, 1997-2025.BMC sports science, medicine & rehabilitation · 2026Article
- An Overarching Conceptual Framework for Menstrual Health in Sport Research: Theory, Causality and Validation.Sports medicine (Auckland, N.Z.) · 2026Review
- A comparison between the planned and actual external loads experienced during training in a professional, male basketball team.Frontiers in psychology · 2026Article
- A new conceptual framework for managing hamstring injury risk in soccer - implementing a data-informed approach: a narrative review.Biology of sport · 2026Review
- 'Match load' construct in professional football: complexities and considerations.BMJ open sport & exercise medicine · 2026Article
- Article
- The readiness-preparedness bias: recalibrating monitoring logic.Frontiers in physiology · 2026Article
- Training competence questionnaire for endurance and strength training: development and validation.Frontiers in sports and active living · 2026Article
- Multi-sensor fusion outperforms single indicators for fatigue prediction in university soccer players: a machine learning approach.Frontiers in physiology · 2026Article
- Academic stress and mental fatigue predict subjective but not objective internal load in adolescent soccer players-a prospective cohort study.Frontiers in psychology · 2026Article
- Work Demands, Responses, and Coping Strategies for Staff in High-Performance Sport: A Scoping Review.Sports medicine (Auckland, N.Z.) · 2025Article
Corrections and comments
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Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
A conceptual framework has a central role in the scientific process. Its purpose is to synthesize evidence, assist in understanding phenomena, inform future research and act as a reference operational guide in practical settings. We propose an updated conceptual framework intended to facilitate the validation and interpretation of physical training measures. This revised conceptual framework was constructed through a process of qualitative analysis involving a synthesis of the literature, analysis and integration with existing frameworks (Banister and PerPot models). We identified, expanded, and integrated four constructs that are important in the conceptualization of the process and outcomes of physical training. These are: (1) formal introduction of a new measurable component 'training effects', a higher-order construct resulting from the combined effect of four possible responses (acute and chronic, positive and negative); (2) explanation, clarification and examples of training effect measures such as performance, physiological, subjective and other measures (cognitive, biomechanical, etc.); (3) integration of the sport performance outcome continuum (from performance improvements to overtraining); (4) extension and definition of the network of linkages (uni and bidirectional) between individual and contextual factors and other constructs. Additionally, we provided constitutive and operational definitions, and examples of theoretical and practical applications of the framework. These include validation and conceptualization of constructs (e.g., performance readiness), and understanding of higher-order constructs, such as training tolerance, when monitoring training to adapt it to individual responses and effects. This proposed conceptual framework provides an overarching model that may help understand and guide the development, validation, implementation and interpretation of measures used for athlete monitoring.
Indexed as
Identifiers
34519982What OpenQuestion holds
Registered trials
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.