Boys and girls can vastly vary in their rates of growth and maturity during adolescence, researchers said.
Those that mature early are taller, quicker, bigger and stronger, giving them a significant advantage over their late maturing peers, they said.
This means that later maturing players are often overlooked in the elite tennis selection process.
"Tennis is a sport that favours youth who are taller and mature earlier than their peers. Our data show that this selection bias impacts girls from the age of 10 and boys from the age of 12," said Sean Cumming from University of Bath in the UK.
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According to researchers, the challenge for those working with young tennis players is to look beyond differences in maturity, and recognise those players who may have the greatest potential for success as an adult.
While early maturing boys and girls have initial advantages, the pressure to win can lead them to play to their physical strengths at the expense of their technical development, researchers said.
Researchers are developing new statistical methods to allow practitioners to better assess and account for individual differences in biological maturity and help ensure players are evaluated on the basis of their physical development, and not just their chronological age.
"Being able to more accurately assess and account for individual differences in growth and maturity, is really important when assessing talent. It also helps us design and implement more effective and developmentally appropriate training programmes," said Gill Myburgh from University of Bath.
Myburgh also sees potential benefits in periodically matching players by maturity status, rather than age, in training and competition.
The findings were published in the Journal of Sports Sciences.