Brazilian Elite Soccer Players: Exploring Attentional Focus in Performance Tasks and Soccer Positions
Bibliographic record
Abstract
The purpose of this study was to qualitatively explore the attentional focus experienced by elite soccer players in different soccer positions and performance tasks of both closed and open skills. No previous studies have explored elite soccer players’ attentional skills from a naturalistic and qualitative perspective in such detail. Data collection consisted of individual semistructured interviews with eight highly elite Brazilian soccer players from five main soccer positions, namely goalkeeper, defender, wing, midfielder, and forward. Important themes were positive thinking, performing on autopilot, and relying on peripheral vision. For example, thematic analysis indicated that in tasks where there may be an advantage in disguising one’s intentions (e.g., penalty kick), relying on peripheral vision was essential. Early mistakes were among the main sources of distractions; thus, players reported beginning with easy plays as a strategy to prevent distractions. Implications for applied sport psychology were drawn and future studies recommended.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.001 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".