The problem of calculating the information entropy in both position and momentum spaces for the nth stationary state of the one-dimensional quantum harmonic oscillator reduces to the evaluation of the logarithmic potential V n (t) ϭϪ͐ Ϫϱdx at the zeros of the Hermite polynomial H n (x). Here, a closed analytical expression for V n (t) is obtained, which in turn yields an exact analytical expression for the entropies when the exact location of the zeros of H n (x) is known. An inequality for the values of V n (t) at the zeros of H n (x) is conjectured, which leads to a new, nonvariational, upper bound for the entropies. Finally, the exact formula for V n (t) is written in an alternative way, which allows the entropies to be expressed in terms of the even-order spectral moments of the Hermite polynomials. The asymptotic (nӷ1) limit of this alternative expression for the entropies is discussed, and the conjectured upper bound for the entropies is proved to be asymptotically valid.