Evidence map›Paper›PMID 40400090›Full record

ArticleEuropean journal of sport science2025

Day-To-Day Endurance Training Periodization of World-Class Cross-Country Skiers.

Jacob Walther, Jan Kocbach, Øyvind Sandbakk

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
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1 · What the graph read from it

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.

2 · The registry

The trial behind it

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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

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5 · Who and what money

Authors and funding

3 authors.

Jacob WaltherDepartment of Sports Medicine and Exercise Therapy, Institute of Human Movement Science and Health, Chemnitz University of Technology, Chemnitz, Germany.ORCID https://orcid.org/0009-0001-4108-7566
Jan KocbachDepartment of Neuromedicine and Movement Science, Centre for Elite Sport Research, Norwegian University of Science and Technology, Trondheim, Norway.
Øyvind SandbakkSchool of Sport Science, UiT the Artic University of Norway, Tromsø, Norway.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study aimed to investigate the day-to-day endurance training periodization of male and female world-class cross-country skiers. Self-reported session-by-session training data from 17 (7 female) world-class cross-country skiers were retrospectively analyzed. The data were separated into general preparation (GP) and competition periods (CP), during which all skiers achieved world-class performance. Daily training volume was categorized as very low (0%-50% of mean daily volume), low (50%-100%), moderate (100%-150%), and high (≥ 150%). Training load (Training Impulse, TRIMP) was calculated as the product of duration and an intensity factor of 1, 2, or 3 for low-, moderate-, and high-intensity training, respectively. Training volume was distributed as 18%/22%/32%/28% across very low/low/moderate/high volume days during GP, whereas the corresponding distribution during CP was 23%/35%/32%/10%. Shifts in daily TRIMP from GP to CP mirrored changes in training volume. During GP, the acute-to-chronic work ratio (ACWR) was 0.75-1.25 on 69% of the days, with 13% of the days showing lower ratios and 18% higher. During CP, the corresponding values were 69%/19%/12%. Intensive sessions occurred every 3.6 ± 0.3 days during GP compared to every 3.0 ± 0.3 days during CP. Training volumes on the day before intensive sessions were 127 ± 13% (GP) and 99 ± 7% (CP) of the daily mean, whereas the corresponding values for the days after were 116 ± 8% and 87 ± 9%. These data provide new insights into day-to-day periodization in world-class cross-country skiers, highlighting the sequential application of training loads by alternating training days of high volume, elevated intensity every 3-4 days, or reduced training load or rest every 8-9 days, while only 5% combining volume and intensity.

Indexed as

Athletic PerformanceEndurance TrainingPhysical Conditioning, HumanPhysical EnduranceSkiingAdultFemaleHumansMaleRetrospective StudiesTime FactorsYoung Adult

Identifiers

PMID40400090
PMCPMC12094961

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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.