Evidence map›Paper›PMID 42170656›Full record

SynthesisFrontiers in psychology2026

The psychological characteristics behind talented soccer players: a systematic review with meta-analysis.

Filipe Casanova, José Afonso, Alberto Pompeo, José Vilaça-Alves, Nuno Domingos Garrido, Everton Luis Rodrigues Cirillo, Rodrigo Ramirez-Campillo, Pedro Silva, André Barreiros

Abstract readSystematic Review
In one paragraph

Synthesis in Frontiers in psychology, 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

9 authors.

Filipe CasanovaUniversidade Lusófona do Porto, Porto, Portugal.
José AfonsoFaculty of Sport, University of Porto, Porto, Portugal.
Alberto PompeoUniversidade Lusófona do Porto, Porto, Portugal.
José Vilaça-AlvesUniversidade de Trás-os-Montes e Alto Douro, Vila Real, Portugal.
Nuno Domingos GarridoUniversidade de Trás-os-Montes e Alto Douro, Vila Real, Portugal.
Everton Luis Rodrigues CirilloUniversidade Lusófona do Porto, Porto, Portugal.
Rodrigo Ramirez-CampilloDepartment of Physical Activity Sciences, Universidad de Los Lagos, Osorno, Chile.
Pedro SilvaInstituto Superior Manuel Teixeira Gomes, Portimão, Portugal.
André BarreirosUniversidade Lusófona do Porto, Porto, Portugal.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Soccer performance depends on a long-term process, with the psychological characteristics of young talented players being influential. This meta-analytic review synthesizes research that examined the psychological factors associated with talented soccer players, providing guidance for future studies. This study asked whether psychological factors are associated with future talent-like performance in young football players. We identified 4,015 records by searching PubMed, Scopus, and Web of Science. Of the 1,511 records screened, only 12 studies were included, as they were designed to be longitudinal and covered 3,748 players across recreational to elite levels. Risk of bias was assessed using the Risk of Bias Assessment Tool for Nonrandomized Studies, and certainty of evidence was judged with the GRADE framework. The findings suggest that greater values of achievement motive correlated positively with future talent-like performance; however, the pooled effect size was merely trivial (

Indexed as

footballpsychologyrecruitmentselectionsports

Identifiers

PMID42170656
PMCPMC13188071

What OpenQuestion holds

Textmetadata
LicenceCC BY
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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.