Evidence map›Paper›PMID 42817442›Full record

ArticleSensors (Basel, Switzerland)2026

Running Constraints Shape Multifractal Movement Complexity Beyond Physiological and Mechanical Load: A Pilot Study.

Andreia Teixeira, Catarina Abrantes, Daniel Santarém, Nuno Mateus, Jaime Sampaio

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 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

5 authors.

Andreia TeixeiraDepartment of Sports Science, Exercise and Health, Research Center in Sports Sciences, Health Sciences and Human Development (CIDESD), School of Life Sciences and Environment, University of Trás-os-Montes and Alto Douro, 5000-801 Vila Real, Portugal.
Catarina AbrantesDepartment of Sports Science, Exercise and Health, Research Center in Sports Sciences, Health Sciences and Human Development (CIDESD), School of Life Sciences and Environment, University of Trás-os-Montes and Alto Douro, 5000-801 Vila Real, Portugal.ORCID 0000-0001-7174-2288
Daniel SantarémDepartment of Sports Science, Exercise and Health, Research Center in Sports Sciences, Health Sciences and Human Development (CIDESD), School of Life Sciences and Environment, University of Trás-os-Montes and Alto Douro, 5000-801 Vila Real, Portugal.ORCID 0000-0001-5360-9643
Nuno MateusDepartment of Sports Science, Exercise and Health, Research Center in Sports Sciences, Health Sciences and Human Development (CIDESD), School of Life Sciences and Environment, University of Trás-os-Montes and Alto Douro, 5000-801 Vila Real, Portugal.ORCID 0000-0001-7275-9161
Jaime SampaioDepartment of Sports Science, Exercise and Health, Research Center in Sports Sciences, Health Sciences and Human Development (CIDESD), School of Life Sciences and Environment, University of Trás-os-Montes and Alto Douro, 5000-801 Vila Real, Portugal.ORCID 0000-0003-2335-9991

Funding

European Regional Development Fund NORTE2030-FEDER-576 01786400Foundation for Science and Technology UID/04045/2025Foundation for Science and Technology UID/PRR/04045/2025Foundation for Science and Technology UID/PRR2/04045/2025
6 · The paper itself

Abstract

Movement variability reflects adaptive neuromuscular reorganisation, but linear metrics alone cannot capture its temporal structure. This pilot study examined how running variations shape physiological and mechanical load responses using linear and nonlinear metrics. Fifteen recreationally active adults (31.4 ± 9.4 years; five females) performed six 90-s exercise conditions: high-knee running (HKR), tethered running (TER), shoulder-width running (SWR), core-board skipping (CBS), and treadmill running at 0% (TR0%) and 6% grade (TR6%). Heart rate (HR), muscle oxygenation (SmO

Indexed as

RunningAdultBiomechanical PhenomenaFemaleFractalsHeart RateHumansMaleMovementPilot Projectsmultifractal analysisnonlinear dynamicsrunningtask constraintstemporal complexity

Identifiers

PMID42817442
PMCPMC13611035

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.