ArticleSports medicine - open2022
Integrative Proposals of Sports Monitoring: Subjective Outperforms Objective Monitoring.
Article in Sports medicine - open, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 27 papers.
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.
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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.
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Who cites it
27 citing papers in PubMed.
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- Orthometria: Metric Fixation in Digital Health and a Framework for Responsible Use in High-Performance Sport.Sports medicine - open · 2026Article
- Ecological momentary assessment of the stress-recovery process through technology mHealth in sports: a scoping review.BMC sports science, medicine & rehabilitation · 2026Article
- From lab to field: progress and prospect of sweat sensing technology in sports monitoring.Mikrochimica acta · 2026Review
- Do Training Load Metrics Agree? A Comparison of Session Rate of Perceived Exertion, Physiological and Biomechanical Load in Outdoor Running.Sports medicine - open · 2026Article
- On the relationship between external and internal load variables in elite youth soccer players.Scientific reports · 2026Article
- In-game monitoring of adolescent handball players: a preliminary examination of associations between external load parameters and objective and subjective fatigue markers.Frontiers in sports and active living · 2026Article
- Humeral retrotorsion corrected glenohumeral external rotation deficits are present in medial ulnar collateral ligament injured and uninjured college baseball players.JSES international · 2026Article
- Validating Subjective Ratings with Wearable Data for a Nuanced Understanding of Load-Recovery Status in Elite Endurance Athletes.Sports medicine - open · 2025Article
- Nutritional interventions in muscle hypertrophy research: a scientometric analysis within the context of resistance training (1992-2025).Journal of health, population, and nutrition · 2025Review
- Weekly Fluctuations in Subjective and Objective Measures of Internal Training Load and Their Relationships in Male Elite Rowers.Journal of sports science & medicine · 2025Article
- Artificial Intelligence in Cardiovascular Diagnosis: Innovations and Impact on Disease Screenings.Journal of pharmacy & bioallied sciences · 2025Article
- Implementation of a Decision Support System to Enhance Movement Proficiency Assessment in Sport.Journal of functional morphology and kinesiology · 2025Article
- A case study on the impact of Ramadan on biomechanical and physiological markers in a female collegiate student-athlete.Frontiers in sports and active living · 2025Article
- Dissociation Between Subjective Fatigue and Objective Performance During Repeated Tackling in Amateur Rugby Players.Translational sports medicine · 2025Article
- Critical Fluctuations as an Early Warning Signal of Sports Injuries? A Proof of Concept Using Football Monitoring Data.Sports medicine - open · 2024Article
- A clustering mining method for sports behavior characteristics of athletes based on the ant colony optimization.Heliyon · 2024Article
- A Scoping Review on the Influence of Contextual Factors on Training Load in Adolescent Soccer Players: What Do We Know?Sports (Basel, Switzerland) · 2024Article
- Translation, Adaptation and Validation of the Greek Version of the Kerlan-Jobe Orthopaedic Clinic Shoulder and Elbow Score in Greek Overhead Athletes.Journal of functional morphology and kinesiology · 2024Article
- Development and initial validation of the Engagement in Athletic Training Scale.Frontiers in psychology · 2024Article
Corrections and comments
- Erratum issued
Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Current trends in sports monitoring are characterized by the massive collection of tech-based biomechanical, physiological and performance data, integrated through mathematical algorithms. However, the application of algorithms, predicated on mechanistic assumptions of how athletes operate, cannot capture, assess and adequately promote athletes' health and performance. The objective of this paper is to reorient the current integrative proposals of sports monitoring by re-conceptualizing athletes as complex adaptive systems (CAS). CAS contain higher-order perceptual units that provide continuous and multilevel integrated information about performer-environment interactions. Such integrative properties offer exceptional possibilities of subjective monitoring for outperforming any objective monitoring system. Future research should investigate how to enhance this human potential to contribute further to athletes' health and performance. This line of argument is not intended to advocate for the elimination of objective assessments, but to highlight the integrative possibilities of subjective monitoring.
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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 Socratic graph.