Evidence map›Paper›PMID 40222028›Full record

ArticleEuropean journal of sport science2025

The effect of work rate on metabolic and mechanical intensity measures across skating style sub-techniques in cross-country skiing.

Knut Skovereng, Øyvind B Sandbakk, Gertjan Ettema, Dionne A Noordhof, Trine M Seeberg, Jan Kocbach, Jørgen Danielsen

Abstract read
In one paragraph

Article in European journal of sport science, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

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

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Knut SkoverengCentre for Elite Sports Research, Department of Neuromedicine and Movement Science, Norwegian University of Science and Technology, Trondheim, Norway.ORCID https://orcid.org/0000-0002-4392-9704
Øyvind B SandbakkCentre for Elite Sports Research, Department of Neuromedicine and Movement Science, Norwegian University of Science and Technology, Trondheim, Norway.
Gertjan EttemaCentre for Elite Sports Research, Department of Neuromedicine and Movement Science, Norwegian University of Science and Technology, Trondheim, Norway.
Dionne A NoordhofCentre for Elite Sports Research, Department of Neuromedicine and Movement Science, Norwegian University of Science and Technology, Trondheim, Norway.
Trine M SeebergCentre for Elite Sports Research, Department of Neuromedicine and Movement Science, Norwegian University of Science and Technology, Trondheim, Norway.
Jan KocbachCentre for Elite Sports Research, Department of Neuromedicine and Movement Science, Norwegian University of Science and Technology, Trondheim, Norway.
Jørgen DanielsenCentre for Elite Sports Research, Department of Neuromedicine and Movement Science, Norwegian University of Science and Technology, Trondheim, Norway.

Funding

AutoActive project 270791Norwegian Research Council
6 · The paper itself

Abstract

The purpose of this study was to examine how the work rate (WR) influences whole-body metabolic rate (MR) and more local measures of intensity (i.e., pole power, joint power, and triceps brachii (TB) and vastus lateralis (VL) tissue saturation index (TSI)) across skating style sub-techniques in cross-country skiing (XCS). Five-minute efforts were performed at a range of submaximal speeds at constant inclines of 2% for G4, 5% for G3, and 12% for G2. Pole forces and 3D motion capture were used to calculate pole, elbow, and shoulder power. TSI in the TB and VL muscles was measured using near-infrared spectroscopy. There was a significant interaction effect of WR and sub-technique on MR (p < 0.001), with a steeper slope in G4 followed by G3 and G2. Similar interaction effects were evident for shoulder power (p < 0.001), but neither for elbow power (p = 0.512) nor for arm or leg tissue saturation (p = 0.766). Relative pole and arm power contributions were independent of WR but differed between sub-techniques. Both VL and TB had greater TSI in G4 (p = 0.025) and G3 (p < 0.001), respectively, compared to G2, and the triceps brachii had a ∼15 ± 7% (p < 0.001) greater TSI than the vastus lateralis across sub-techniques. Differences in WR-induced responses on various metabolic and mechanical responses across sub-techniques demonstrate the necessity of a more nuanced view on exercise load and intensity, especially on the local joint and muscle level, in XCS.

Indexed as

Energy MetabolismMuscle, SkeletalSkiingAdultBiomechanical PhenomenaFemaleHumansMaleOxygen ConsumptionSpectroscopy, Near-InfraredYoung Adultjoint specific powerNIRSskatingsub‐techniquesXC skiing

Identifiers

PMID40222028
PMCPMC11994157

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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 OpenQuestion graph.