Unpacking success and failure: Key technical-tactical match statistics in UEFA and CONMEBOL’s top leagues

This study compared process- and product-related variables between winning, drawing and losing teams in CONMEBOL and UEFA club competitions. The sample comprised 13,427 matches from the 2017/2018 to 2021/2022 seasons. Performance metrics were extracted using the InStat Scout ® web platform, assessing 28 offensive and defensive performance variables from CONMEBOL and UEFA leagues. A Multivariate Analysis of Covariance (MANCOVA) was conducted. The results revealed that the Passes and Accurate Passes variables of UEFA winning teams differed significantly from those of CONMEBOL winning teams. UEFA winning teams also excelled in key passes, accurate key passes, shots, shots on target and counter-attacking effectiveness. Similarly, CONMEBOL winning teams outperformed losing teams in accurate key passes and shots on target. In the leagues of UEFA and CONMEBOL, crossing was associated with defeat, as losing teams executed more crosses than both winning and drawing teams. Furthermore, drawing teams in both confederations recorded higher metrics for accurate key passes and shots on target than losing teams. These findings highlight distinct playing styles, with UEFA focussing on structured passing and dynamic attack, while CONMEBOL teams rely more on product-related actions for success.

Authors

Institutions

Publication Details

Journal
Proceedings of the Institution of Mechanical Engineers Part P Journal of Sports Engineering and Technology
Published
2025-08-10
DOI
https://doi.org/10.1177/17543371251362407
Citations
1
Primary Topic
Sports Performance and Training
Type
article
Field-Weighted Citation Impact
1.72
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Unpacking success and failure: Key technical-tactical match statistics in UEFA and CONMEBOL’s top leagues

Guilherme de Sousa Pinheiro, Gibson Moreira Praça, Varley Teoldo da Costa, André Luiz Braga Jacinto et al.
1 citations
Proceedings of the Institution of Mechanical Engineers Part P Journal of Sports Engineering and Technology
Sports Performance and Training
1.72
article

Unpacking success and failure: Key technical-tactical match statistics in UEFA and CONMEBOL’s top leagues

Guilherme de Sousa Pinheiro, Gibson Moreira Praça, Varley Teoldo da Costa, André Luiz Braga Jacinto, Guilherme de Oliveira Santos Silva
article en
1 citations

Abstract

This study compared process- and product-related variables between winning, drawing and losing teams in CONMEBOL and UEFA club competitions. The sample comprised 13,427 matches from the 2017/2018 to 2021/2022 seasons. Performance metrics were extracted using the InStat Scout ® web platform, assessing 28 offensive and defensive performance variables from CONMEBOL and UEFA leagues. A Multivariate Analysis of Covariance (MANCOVA) was conducted. The results revealed that the Passes and Accurate Passes variables of UEFA winning teams differed significantly from those of CONMEBOL winning teams. UEFA winning teams also excelled in key passes, accurate key passes, shots, shots on target and counter-attacking effectiveness. Similarly, CONMEBOL winning teams outperformed losing teams in accurate key passes and shots on target. In the leagues of UEFA and CONMEBOL, crossing was associated with defeat, as losing teams executed more crosses than both winning and drawing teams. Furthermore, drawing teams in both confederations recorded higher metrics for accurate key passes and shots on target than losing teams. These findings highlight distinct playing styles, with UEFA focussing on structured passing and dynamic attack, while CONMEBOL teams rely more on product-related actions for success.

Proceedings of the Institution of Mechanical Engineers Part P Journal of Sports Engineering and Technology
Universidade Federal de Minas Gerais (BR), Technical University of Munich (DE)
Openalex Percentile: Top 16%
Sports Performance and Training
1.72
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Unpacking success and failure: Key technical-tactical match statistics in UEFA and CONMEBOL’s top leagues — Guilherme de Sousa Pinheiro, Gibson Moreira Praça, et al. · Proceedings of the Institution of Mechanical Engineers Part P Journal of Sports Engineering and Technology (2025) | TGRS Research Map | TGRS