In this paper, we review some results concerning with Jensen’s inequality, some equivalent conditions to the operator convexity, inequalities involving eigenvalues and present some refinements of the Choi–Davis–Jensen inequality f(Ф(A)) ≤ Ф(f(A)) for strictly positive maps.