Loop Quantum Cosmology (LQC) is a theory which renders the Big Bang initial singularity into a quantum bounce, by means of short range repulsive quantum effects at the Planck scale. In this work, we are interested in reproducing the effective Friedmann equation of LQC, by considering a generic f (R, P, Q) theory of gravity, where R = g µν Rµν is the Ricci scalar, P = Rµν R µν , and Q = R αβµν R αβµν is the Kretschmann scalar. An order reduction technique allows us to work in f (R, P, Q) theories which are perturbatively close to General Relativity, and to deduce a modified Friedmann equation in the reduced theory. Requiring that the modified Friedmann equation mimics the effective Friedmann equation of LQC, we are able to derive several functional forms of f (R, P, Q). We discuss the necessary conditions to obtain viable bouncing cosmologies for the proposed effective actions of f (R, P, Q) theory of gravity.