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During the talent development (TD) process in sport, cognitive and psycho-behavioural skills are necessary to successfully overcome TD-specific challenges. This cross-sectional study explored executive functions (EF) and psycho-behavioural skills (PCDE), in male and female high-level artistic gymnasts between 9 and 26 years old. The first objective was to investigate if an ideal profile would emerge for these gymnasts. In the youngest age group (9–12yo), a general improvement with age for EF was observed, and gymnasts scored higher on imagery use than the quasi-control group. The older age group showed that gymnasts had significantly higher scores on inhibition, imagery use and self-directed control and management than the quasi-control group. The second objective was to conduct a person-centred approach, investigating the individual profiles of a selected group of four high-level gymnasts. The radar charts revealed a relatively similar profile in all four gymnasts and the quasi-control group for the EF components, while there was a pronounced within group and between groups variation for the PCDE profiles. This study showed that inhibition, imagery use and self-directed control and management could be potential performance indicators in gymnastics. The radar charts support the idea that, once an athlete scores above a specific threshold on all variables, there is no necessity for trying to maximise each and every of these skills but rather, it might be better to leave room for individual profile variation. Since individually different profiles were indeed observed, we recommend an athlete-centred approach in all TD phases from a young age onwards.

A good set of cognitive and psycho-behavioural skills are beneficial for young athletes to overcome and benefit from developmental challenges. Unfortunately, there is still a dearth of knowledge on how both these cognitive (i.e., executive functions; EF) and psycho-behavioural (i.e., psychological characteristics of developing excellence; PCDE) skills develop in youth athletes. Especially for athletes in early specialisation sports such as artistic gymnastics, the early EF and PCDE development might be important to be able to cope with the pressure and challenges that comes with a transition to the next stage. In the current study, artistic gymnasts between 9 and 22 years old were tested twice with a 12-month interval to investigate the changes in EF and PCDE. Results showed that EF developed within the youngest stage, but plateaued at the later stages. Most PCDE did not seem to change over time within each stage. Furthermore, the transition to a new stage does not seem to coincide with an increased improvement of PCDE. However, with a case study approach in the oldest stages, still inter-individual differences in EF and PCDE scores over time were observed. This study shows that EF and PCDE develop over time, albeit in a non-linear way, and along a variety of developmental trajectories.