Suppose that we have a set S of n real numbers which have nonnegative sum. How few subsets of S of order k can have nonnegative sum? Manickam, Miklós, and Singhi conjectured that for n ≥ 4k the answer is n−1 k−1 . This conjecture is known to hold when n is large compared to k. The best known bounds are due to Alon, Huang, and Sudakov who proved the conjecture when n ≥ 33k 2 . In this paper we improve this bound by showing that there is a constant C such that the conjecture holds when n ≥ Ck. This establishes the conjecture in a range which is a constant factor away from the conjectured bound.