Evidence map›Paper›PMID 41409562›Full record

ArticleFrontiers in physiology2025

Advanced footwear technology in well-trained athletes: methodological insights from outdoor running.

Borja Muniz-Pardos, Konstantinos Angeloudis, Irina Zelenkova, Fergus M Guppy, Luis A Marco-Contreras, Alejandro Gomez-Bruton, Gabriel Lozano-Berges, Yannis Pitsiladis, Jose A Casajus

Abstract read
In one paragraph

Article in Frontiers in physiology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Review
  2. Article
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

9 authors.

Borja Muniz-PardosEXER-GENUD (Growth, Exercise, NUtrition and Development) research group (S72_23R), FIMS Collaborating Center of Sports Medicine, University of Zaragoza, Zaragoza, Spain.
Konstantinos AngeloudisSchool of Energy, Geoscience, Infrastructure and Society, Institute of Life and Earth Sciences, Heriot-Watt University, Edinburgh, United Kingdom.
Irina ZelenkovaEXER-GENUD (Growth, Exercise, NUtrition and Development) research group (S72_23R), FIMS Collaborating Center of Sports Medicine, University of Zaragoza, Zaragoza, Spain.
Fergus M GuppySchool of Energy, Geoscience, Infrastructure and Society, Institute of Life and Earth Sciences, Heriot-Watt University, Edinburgh, United Kingdom.
Luis A Marco-ContrerasFaculty of Health Sciences, Universidad San Jorge, Villanueva de Gállego, Spain.
Alejandro Gomez-BrutonEXER-GENUD (Growth, Exercise, NUtrition and Development) research group (S72_23R), FIMS Collaborating Center of Sports Medicine, University of Zaragoza, Zaragoza, Spain.
Gabriel Lozano-BergesEXER-GENUD (Growth, Exercise, NUtrition and Development) research group (S72_23R), FIMS Collaborating Center of Sports Medicine, University of Zaragoza, Zaragoza, Spain.
Yannis PitsiladisDepartment of Biology, Faculty of Science, Hong Kong Baptist University, Kowloon Tong, Hong Kong, China.
Jose A CasajusEXER-GENUD (Growth, Exercise, NUtrition and Development) research group (S72_23R), FIMS Collaborating Center of Sports Medicine, University of Zaragoza, Zaragoza, Spain.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Advanced footwear technology (AFT) is reported to elicit an approximate 4% average improvement in running economy (RE). However, a large inter-individual variability remains unexplained, and limited research examined the impact of AFT during outdoor running. The aim was to compare the physiological, biomechanical and perceptual responses of 36 well-trained athletes to running outdoors using three different AFT and a traditional racing shoe. Methods: Thirty-six well-trained athletes (19 males and 17 females) had their maximal aerobic capacity ( Results: No differences were observed in the RE between shoe conditions, with a great inter-individual variability (range: 12% impairment to 14% improvement in RE). This variability was accompanied by a significant Conclusion: The large variability in the physiological response to AFT may be explained by methodological considerations. A minimum of two-bout RE measurements, the use of a mirrored order, a sufficient familiarisation with shoes and experimental designs, among other considerations, seem crucial to enhance the ecological validity and reduce data variability.

Indexed as

methodological considerationsorder effectrecordsrunning economysupershoesvariability

Identifiers

PMID41409562
PMCPMC12707015

What Socratic holds

Textmetadata
LicenceCC BY
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 Socratic graph.