Evidence map›Paper›PMID 41860638›Full record

ArticleSports medicine - open2026

Biomechanical Factors Associated with Intraindividual Differences in Running Economy Across Advanced Footwear Technology Models in Long-Distance Runners.

Dominik Fohrmann, Marcelle Schaffarczyk, Carolin Menge, Steffen Willwacher, Alberto Sanchez-Alvarado, Thomas Gronwald, Karsten Hollander

Abstract read
In one paragraph

Article in Sports medicine - open, 2026. 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

7 authors.

Dominik Fohrmann *Institute of Interdisciplinary Exercise Science and Sports Medicine, MSH Medical School Hamburg, Am Kaiserkai 1, 20457, Hamburg, Germany. dominik.fohrmann@medicalschool-hamburg.de.ORCID http://orcid.org/0000-0002-0032-9936
Marcelle Schaffarczyk *Institute of Sport Science, Julius-Maximilians-Universität Würzburg, Würzburg, Germany.ORCID http://orcid.org/0000-0001-8330-8817
Carolin MengeInstitute of Interdisciplinary Exercise Science and Sports Medicine, MSH Medical School Hamburg, Am Kaiserkai 1, 20457, Hamburg, Germany.ORCID http://orcid.org/0009-0005-4853-0136
Steffen WillwacherInstitute for Advanced Biomechanics and Motion Studies, Offenburg University of Applied Sciences, 77652, Offenburg, Germany.ORCID http://orcid.org/0000-0002-1303-3165
Alberto Sanchez-AlvaradoInstitute of Interdisciplinary Exercise Science and Sports Medicine, MSH Medical School Hamburg, Am Kaiserkai 1, 20457, Hamburg, Germany.ORCID http://orcid.org/0000-0002-6882-0537
Thomas GronwaldInstitute of Interdisciplinary Exercise Science and Sports Medicine, MSH Medical School Hamburg, Am Kaiserkai 1, 20457, Hamburg, Germany.ORCID http://orcid.org/0000-0001-5610-6013
Karsten HollanderInstitute of Interdisciplinary Exercise Science and Sports Medicine, MSH Medical School Hamburg, Am Kaiserkai 1, 20457, Hamburg, Germany.ORCID http://orcid.org/0000-0002-5682-9665

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundAdvanced footwear technology (AFT) can enhance long-distance running performance by improving running economy (RE). However, the range of the individual improvements is large. Different intra-individual responses in running biomechanics may account for some of the variation. Thus, this randomized within-subject crossover study aimed to identify biomechanical factors associated with changes in RE when running with different AFT models.

methodsTwenty-two trained long-distance runners (50% female) ran multiple 5-minute running bouts at their season's best marathon pace (15.0 ± 2.3 km⸱h

resultsAcross shoe conditions, shorter ground contact time was significantly associated with lower energetic cost of transport (β = 0.025, 95% CI [0.010, 0.040], t(42) = 3.33, p = 0.002), reflecting a ~ 1% improvement in RE per 4 ms decrease. We did not find group-level differences in RE between shoe conditions (p = 0.246).

conclusionsAFT models that reduced runners' individual ground contact time were associated with improved RE. This effect appears to depend on the individual athlete-shoe interaction since no single AFT model stood out as an overall optimum. These findings can help determine optimal footwear for athletes. Future studies should investigate the interaction of AFT properties and individual biomechanics to identify further RE improvements through footwear individualization.

Indexed as

Carbon fiber plateOxygen costPEBASuper shoes

Identifiers

PMID41860638
PMCPMC13004771

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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.