  We develop an information-theoretic approach to study the Kneser--Poulsen
conjecture in discrete geometry. This leads us to a broad question regarding
whether R\'enyi entropies of independent sums decrease when one of the summands
is contracted by a $1$-Lipschitz map. We answer this question affirmatively in
various cases.
