A number of recent papers have estimated ratios of the partition function p(n−j)/p(n), which appears in many applications. Here, we prove an easy-to-use effective bound on these ratios. Using this, we then study second shifted difference of partitions, f (j, n) := p(n)−2p(n−j)+p(n−2j), and give another easy-to-use estimate of f (j, n). As applications of these, we prove a shifted convexity property of p(n), as well as giving new estimates of the k-rank partition function N k (m, n) and non-k-ary partitions along with their differences.