Decision-making skills in South American soccer: A continental perspective
This study characterized decision-making skills among youth soccer players from ten South American countries, focusing on decision-making quality and speed and exploring differences across countries, age categories, and sex. A total of 1116 players from U-13, U-14, and U-16 categories were assessed using the TacticUP ® test. Cluster analysis identified six distinct national profiles, demonstrating variability in the quality and speed of decision-making across South American countries. Argentina and Uruguay exhibited relatively faster decision-making responses, whereas Brazil and Chile demonstrated higher decision-making quality. Between-country differences were limited among male U-13 players but were more pronounced among female U-14 and U-16 players. Male players demonstrated higher decision-making quality than female players, whereas no significant sex differences were observed in decision-making speed. These findings indicate that youth players from different South American countries exhibit distinct decision-making profiles, which may be considered in the context of previously documented differences in talent development pathways. The results highlight the importance of considering both decision-making quality and speed when characterizing perceptual-cognitive development and may inform the development of context-sensitive talent development strategies in South American youth soccer.
Authors
- Israel Teoldo (ORCID: https://orcid.org/0000-0001-9780-3456)
- Victor Reis Machado (ORCID: https://orcid.org/0000-0002-3747-3384)
- Mark Williams
- Mateus Santos (ORCID: https://orcid.org/0009-0008-8486-5648)
- Mei Nagaoka
- Fabimar Franchi
- Rayane Alhadas (ORCID: https://orcid.org/0000-0002-6693-1700)
Institutions
- Loughborough University (GB)
- Universidade Federal de Viçosa (BR)
- South China Normal University (CN)
Publication Details
- Journal
- International Journal of Sports Science & Coaching
- Published
- 2026-10-28
- DOI
- https://doi.org/10.1177/17479541261498583
- Primary Topic
- Sport Psychology and Performance
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Universidade Federal de Viçosa
- Coordenação de Aperfeiçoamento de Pessoal de Nível Superior
- Conselho Nacional de Desenvolvimento Científico e Tecnológico
- Fundação de Amparo à Pesquisa do Estado de Minas Gerais
- Fundação Arthur Bernardes
- Ministério do Esporte