Evidence map›Paper›PMID 42908092›Full record

ArticleScandinavian journal of medicine & science in sports2026

The Biomechanical Signature of Elite Distance Running: A Matched Pairs Analysis Across Multiple Speeds.

C Mayo-Nieto, A Cartón-Llorente, A Rafales-Perucha, S Cardiel-Sánchez, D Jaén-Carrillo, L E Roche-Seruendo

Abstract read
In one paragraph

Article in Scandinavian journal of medicine & science in sports, 2026. 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

6 authors.

C Mayo-NietoUniversidad San Jorge, Zaragoza, Spain.ORCID https://orcid.org/0009-0008-7390-295X
A Cartón-LlorenteUniversidad San Jorge, Zaragoza, Spain.ORCID https://orcid.org/0000-0001-5551-6037
A Rafales-PeruchaUniversidad San Jorge, Zaragoza, Spain.ORCID https://orcid.org/0009-0006-4208-8196
S Cardiel-SánchezUniversidad San Jorge, Zaragoza, Spain.ORCID https://orcid.org/0000-0003-3804-1345
D Jaén-CarrilloDepartment of Sport Science, University of Innsbruck, Innsbruck, Austria.ORCID https://orcid.org/0000-0003-0588-0871
L E Roche-SeruendoUniversidad San Jorge, Zaragoza, Spain.ORCID https://orcid.org/0000-0001-8492-9244

Funding

Ayudas predoctorales Fundación Banco Sabadell - Universidad San Jorge
6 · The paper itself

Abstract

This study compared the biomechanical profiles of elite and recreational distance runners across five measurement domains using wearable inertial sensors across treadmill speeds of 10-15 km/h. A total of 104 runners (52 elite; 52 recreational) were assessed using RunScribe sensors during an incremental treadmill protocol. Twenty-three variables spanning spatiotemporal parameters, stiffness and force, impact loading, foot kinematics and vertical dynamics were recorded at each speed. Elite runners were matched 1:1 with recreational runners by sex, age, height, and body mass. For each variable, a linear mixed-effects model (LMM) was fitted to within-pair differences with pair-level random intercepts and speed slopes, and speed and within-pair body mass and age imbalances as fixed effects. FDR correction (Benjamini-Hochberg) was applied to the 23 group-effect and 23 interaction tests independently. Twelve of 23 variables (52.2%) showed a significant group effect, and six (26.1%) a significant group×speed interaction after FDR correction. Elite runners showed shorter contact time (d

Indexed as

RunningAdultBiomechanical PhenomenaExercise TestFemaleFootGaitHumansMaleMatched-Pair AnalysisYoung Adultfoot kinematicsground reaction forceleg stiffnessrunning biomechanicsrunning economyspatiotemporal parametersspring‐mass modelwearable sensors

Identifiers

PMID42908092
PMCPMC13687571

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.