Evidence map›Paper›PMID 41269444›Full record

ArticleSports medicine - open2025

Long-Term Development of Training Characteristics and Physiological Determinants in World-Leading and Medal-Winning Female Cross-Country Skiers: A Three Decade Comparative Analysis.

Hanne Staff, Guro Strøm Solli, Boye Welde, Espen Tønnessen, Øyvind Sandbakk

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Article in Sports medicine - open, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Hanne StaffSchool of Sport Sciences, UiT The Arctic University of Norway, Tromsø, Norway. hanne.c.staff@uit.no.ORCID http://orcid.org/0000-0002-5193-3973
Guro Strøm SolliDepartment of Sports Science and Physical Education, Nord University, Bodø, Norway.
Boye WeldeSchool of Sport Sciences, UiT The Arctic University of Norway, Tromsø, Norway.
Espen TønnessenSchool of Health Sciences, Kristiania University College, Oslo, Norway.
Øyvind SandbakkSchool of Sport Sciences, UiT The Arctic University of Norway, Tromsø, Norway.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThis study describes the long-term development of training characteristics and physiological performance-determining variables among six world-class (Tier 5) female cross-country skiers across three decades, collectively holding 61 Olympic/World Championship medals.

methodsThe skiers were divided into two groups: three world-leading (Tier 5+) athletes with ≥ 8 medals in international championships and three Tier 5 athletes with ≤ 4 medals. Self-reported training characteristics, as well as peak oxygen uptake ([Formula: see text]) and submaximal lactate threshold tests from junior to senior age were collected and analyzed retrospectively. Training was categorized into endurance, strength and speed training, with endurance training systemized using a five-zone intensity scale.

resultsWhile athletes exhibited individual patterns in the development of training volume from junior to senior, the increase in training volume was primarily driven by a rise in low-intensity endurance training. There was a noticeable trend that Tier 5+ athletes had a longer, more consistent increase in training volume compared to Tier 5. Among Tier 5+ athletes, [Formula: see text] values showed a positive progression from junior to senior level, whereas only one of the Tier 5 showed the same pattern. Additionally, Tier 5+ demonstrated larger improvements in speeds at a given blood lactate and heart rate level than Tier 5 throughout the investigated period (e.g., mean increase in speed at estimated lactate threshold: ~14% for Tier 5+ vs. ~ 7% for Tier 5).

conclusionsKeeping in mind the limitations associated with the small sample size, the development pathways to becoming a Tier 5+ skier tended to involve longer, more consistent, increases in training volume, resulting in greater improvements in both [Formula: see text] and submaximal physiological determinants than Tier 5 skiers.

Identifiers

PMID41269444
PMCPMC12638597

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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.