For each non-principal Dirichlet character χ, let nχ be the least n with χ(n) ∈ {0, 1}. For each prime p, let χ p(·) = ( · p ) be the quadratic character modulo p. In 1961, Erdős showed that nχ p possesses a finite mean value as p runs over the odd primes in increasing order. We show that as q → ∞, the average of n χ over all non-principal characters χ modulo q is (q) + o(1), where (q) denotes the least prime not dividing q. Moreover, if one averages over all non-principal characters of moduli at most x, the average approaches (as x → ∞) the limiting value p