# Influence of Jump and Ball Release Parameters on Shooting Accuracy in Basketball Under Varying Constraints

## TL;DR

This study explores how jump and ball release factors affect basketball shooting accuracy under different conditions like noise and opposition.

## Contribution

The study introduces a holistic approach to understanding shooting accuracy by integrating biomechanical and contextual factors.

## Key findings

- Successful shots showed higher flight time, jump height, and release height compared to missed shots.
- Biomechanical variables had weak correlations with shooting accuracy (R2 = 0.005–0.012).
- Contextual constraints had limited isolated impact on shot success.

## Abstract

Background: This study investigates how both jump-related (jump height and flight time) and ball-related parameters (release height, release angle, and velocity) influence shooting accuracy in basketball under different contextual constraints. Methods: Eighteen senior players competing in the national championship (11 females and 7 males; 22.0 ± 3.7 years) performed 90 shots each across three positions (left 45°, middle 90°, right 45°) and three shooting conditions (baseline, simulated gym audience noise, and simulated opposition). Jump variables were derived from force platforms, while ball kinematics were extracted using a high-speed Qualisys camera system. Results: A three-way ANOVA revealed no systematic effects of position or opposition, and only a small effect of noise on flight time (p = 0.019), which was not confirmed by the Linear Mixed Model. Comparisons between successful and missed shots indicated significantly higher flight time, jump height, and release height, and a tendency for higher release velocity in successful attempts, with no differences in release angle. Spearman correlation showed weak associations between biomechanical variables and shooting accuracy (R2 = 0.005–0.012). Conclusions: These findings suggest that while adaptive biomechanical changes occur under contextual constraints, their isolated impact on shot success is limited. Successful performance appears to rely more strongly on release-related parameters, emphasizing the need for a holistic approach to training that integrates technical, perceptual, and psychological dimensions.