Robert Bailey has cast 76 recorded division votes in the current parliament, voting yea on 49 (64%) and nay on 18 (24%). Bailey was absent for 9 votes (12% of all divisions). Bailey voted with the winning majority 87% of the time.

In the February 2025 election, Bailey won Sarnia—Lambton with 51.32% of the vote, a safe margin of +31.6% over Candace Young (NDP, 19.68%). Turnout in the riding was 50.52%.

Of the 76 votes, 38 were on bills and 29 were procedural motions. As a member of the governing party, a high majority-alignment rate is typical.