In this article, we define a symmetric 2-tensor canonically associated to
Q-curvature called J-tensor on any Riemannian manifold with dimension at least
three. The relation between J-tensor and Q-curvature is precisely like Ricci
tensor and scalar curvature. Thus it can be interpreted as a higher-order
analogue of Ricci tensor. This tensor can also be used to understand
Chang-Gursky-Yang's theorem on 4-dimensional Q-singular metrics. Moreover, we
show an Almost-Schur Lemma holds for Q-curvature, which gives an estimate of
Q-curvature on closed manifolds.Comment: 14 pages, new remarks, references and acknowledgement added in the
introductio