Evidence map›Paper›PMID 41269473›Full record

ArticleSports medicine - open2025

Divergent Responses to Training Load in Professional Australian Football: Are Insights Obtained from Generic and Running-based Assessments Complementary or Redundant?

Adriano Arguedas-Soley, Tzlil Shushan, Andrew Murphy, Nicholas Poulos, Ric Lovell, Dean Norris

Abstract read
In one paragraph

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.

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.

Adriano Arguedas-SoleySchool of Health Sciences, Western Sydney University, Sydney, NSW, Australia. adrianoarguedas23@hotmail.com.ORCID http://orcid.org/0000-0002-1356-1283
Tzlil ShushanFaculty of Science, Medicine and Health, University of Wollongong, Wollongong, NSW, Australia.ORCID http://orcid.org/0000-0002-0544-1986
Andrew MurphyHigh Performance Department, Greater Western Sydney (GWS) Giants Football Club, Sydney, NSW, Australia.
Nicholas PoulosHigh Performance Department, Greater Western Sydney (GWS) Giants Football Club, Sydney, NSW, Australia.
Ric LovellFaculty of Science, Medicine and Health, University of Wollongong, Wollongong, NSW, Australia.ORCID http://orcid.org/0000-0001-5859-0267
Dean NorrisHigh Performance Department, Greater Western Sydney (GWS) Giants Football Club, Sydney, NSW, Australia.ORCID http://orcid.org/0000-0002-7744-6233

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundGeneric neuromuscular assessments are widely used to monitor training responses in team sports. Emerging running-based measures have been proposed to offer greater sensitivity to residual neuromuscular training effects by aligning more closely with the exercise dose, yet their practical utility remains ambiguous. Concurrent evaluation is thus necessary to identify athlete monitoring assessments that best capture meaningful responses.

objectivesWe examined within-athlete relationships among common training response measures and their associations with prior weekly external training load in professional Australian Football athletes.

designRepeated-measures, observational.

methodsForty-three male athletes were regularly assessed over two pre-seasons following 48-hours of no training. Outcome measures were derived from maximal performances in adductor strength and countermovement jump (CMJ) assessments, the final minute of a continuous-fixed submaximal fitness test (CF-SMFT: 3-minutes, 12 km⋅h

resultsAdductor strength and CMJ measures showed low within-athlete variability (coefficient of variation, CV = 4.3-6.6%) and limited associations with weekly external loads. Conversely, 2 standard deviation (SD) increases in weekly total distance were associated with reductions in CF-SMFT HR

conclusionsWeekly external load changes were reflected in CF-SMFT HR

Indexed as

Adductor strengthCountermovement jumpEmbedded testingNeuromuscular stateResponse measureSubmaximal fitness test

Identifiers

PMID41269473
PMCPMC12638591

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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.