Presently, Bargarh Lok Sabha constituency comprises 7 legislative assembly segments, which are: Padampur, Bijepur, Bargarh and Bhatli legislative assembly segments were earlier in erstwhile Sambalpur constituency.
[2] In 2024 election, Bharatiya Janata Party candidate Pradip Purohit defeated Biju Janata Dal candidate Parinita Mishra by a margin of 2,51,667 votes.
In 2019 election, Bharatiya Janata Party candidate Suresh Pujari defeated Biju Janata Dal candidate Prasanna Acharya by a margin of 63,939 votes.
In 2014 election, Biju Janata Dal candidate Prabhas Kumar Singh defeated Bharatiya Janata Party candidate Subash Chouhan by a margin of 11,178 votes.
In 2009 election, Indian National Congress candidate Sanjay Bhoi defeated Biju Janata Dal candidate Hamid Hussain by a margin of 98,444 votes.