The Hadwiger-Debrunner number HD d (p, q) is the minimal size of a piercing set that can always be guaranteed for a family of compact convex sets in R d that satisfies the (p, q) property. Hadwiger and Debrunner showed that HD d (p, q) ≥ p − q + 1 for all q, and equality is attained for q > d−1 d p+1. Almost tight upper bounds for HD d (p, q) for a 'sufficiently large' q were obtained recently using an enhancement of the celebrated Alon-Kleitman theorem, but no sharp upper bounds for a general q are known.In [9], Montejano and Soberón defined a refinement of the (p, q) property: F satisfies the (p, q) r property if among any p elements of F , at least r of the q-tuples intersect. They showed that HD d (p, q) r ≤ p − q + 1 holds for all r > p q − p+1−d q+1−d ; however, this is far from being tight.In this paper we present improved asymptotic upper bounds on HD d (p, q) r which hold when only a tiny portion of the q-tuples intersect. In particular, we show that for p, q sufficiently large, HD d (p, q) r ≤ p − q + 1 holds with r = 1 p q 2d p q . Our bound misses the known lower bound for the same piercing number by a factor of less than pq d .Our results use Kalai's Upper Bound Theorem for convex sets, along with the Hadwiger-Debrunner theorem and the recent improved upper bound on HD d (p, q) mentioned above.