Nanda was re-elected to the Lok Sabha in the 1962 elections from the Sabarkantha constituency in Gujarat. He initiated the Congress Forum for Socialist Action in 1962. He was Union Minister for Labour and Employment in 1962–1963, and Minister for Home Affairs in 1963–1966.