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A non-linear analysis of running in the heavy and severe intensity domains

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European Journal of Applied Physiology Aims and scope Submit manuscript

A Correction to this article was published on 20 April 2021

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Abstract

Purpose

Altered movement complexity, indicative of system dysfunction, has been demonstrated with increased running velocity and neuromuscular fatigue. The critical velocity (CV) denotes a metabolic and neuromuscular fatigue threshold. It remains unclear whether changes to complexity during running are coupled with the exercise intensity domain in which it is performed. The purpose of this study was to examine whether movement variability and complexity differ exclusively above the CV intensity during running.

Methods

Ten endurance-trained participants ran at 95%, 100%, 105% and 115% CV for 20 min or to task failure, whichever occurred first. Movement at the hip, knee, and ankle were sampled throughout using 3D motion analysis. Complexity of kinematics in the first and last 30 s were quantified using sample entropy (SampEn) and detrended fluctuation analysis (DFA-α). Variability was determined using standard deviation (SD).

Results

SampEn decreased during all trials in knee flexion/extension and it increased in hip internal/external rotation, whilst DFA-α increased in knee internal/external rotation. SD of ankle plantar/dorsiflexion and inversion/eversion, knee internal/external rotation, and hip flexion/extension and abduction/adduction increased during trials. Hip flexion/extension SampEn values were lowest below CV. DFA-α was lower at higher velocities compared to velocities below CV in ankle plantar/dorsiflexion, hip flexion/extension, hip adduction/abduction, hip internal/external rotation. In hip flexion/extension SD was highest at 115% CV.

Conclusions

Changes to kinematic complexity over time are consistent between heavy and severe intensity domains. The findings suggest running above CV results in increased movement complexity and variability, particularly at the hip, during treadmill running.

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Abbreviations

CV:

Critical velocity

CWR:

Constant work rate

D′:

Curvature constant of velocity relative to time

DFA:

Detrended fluctuation analysis

DFA-α :

Detrended fluctuation analysis α exponent

MAV:

Maximal aerobic velocity

SampEn:

Sample entropy

SEE:

Standard error of the estimate

T lim :

Time to task failure

V:

Velocity

vGET:

Velocity-evoking gas exchange threshold

\(\dot{V}{\text{O}}_{2}\) :

Oxygen uptake

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Author information

Authors and Affiliations

Authors

Contributions

All authors contributed to the study conception and design. Data collection and analysis were performed by BH. The first draft of the manuscript was written by BH and all authors commented on previous versions of the manuscript. All authors read and approved the final manuscript.

Corresponding author

Correspondence to Ben Hunter.

Ethics declarations

Conflict of interest

The authors declare that they have no conflict of interest.

Ethics approval

The study was approved by the Health, Science, Engineering and Technology Ethics Committee of the University of Hertfordshire (protocol number: LMS/PGR/UH/03454) and adhered to the Declaration of Helsinki.

Consent to participate

All participants gave their informed consent prior to their inclusion in the study.

Additional information

Communicated by Lori Ann Vallis.

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Hunter, B., Greenhalgh, A., Karsten, B. et al. A non-linear analysis of running in the heavy and severe intensity domains. Eur J Appl Physiol 121, 1297–1313 (2021). https://doi.org/10.1007/s00421-021-04615-6

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  • DOI: https://doi.org/10.1007/s00421-021-04615-6

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