The correct answer is (a) increasing member length causes reduction in stiffness
The best I can explain: Member with low stiffness will buckle early than that the one with high stiffness. Increasing member length causes reduction in stiffness. Stiffness of member is influenced by amount and distribution of material in cross section of column, the value of radius of gyration reflects the way in which material is distributed.