Bailey's most distinctive parliamentary act has been voting against assisted dying — opposing the Terminally Ill Adults (End of Life) Bill at Third Reading in June 2025 and backing tighter safeguards throughout its Report Stage. She sits 58 percentage points below her party's average on assisted dying access, making her one of Labour's clearest opponents of the legislation. Beyond that, she holds a ministerial role — referenced in coverage of her championing inclusive family policy and securing local benefits such as childcare savings and defence skills investment — which explains both her high party alignment and her absence from any select committee.
At 73% voting participation, she falls below the Commons average, though ministerial duties typically reduce voting attendance. Where she does vote, she is a 97.8% party-line supporter — backing workers' rights, progressive taxation, and planning reforms that streamline housing decisions. Her stance profile shows consistent scepticism toward parliamentary scrutiny mechanisms and civil liberties amendments, scoring just 15% and 11% respectively on those dimensions, though this pattern is common among government ministers.
Her 288 parliamentary contributions spread across education, local government, health, and the economy reflect an active legislative presence. Local news coverage — on chalk stream protection, school improvements, and cost-of-living measures — shows strong constituency engagement; she successfully lobbied to include the Rivers Kennet and Pang in national planning guidance. Recent news over the past 90 days skews toward culture and sport, with little high-salience coverage. No committee memberships are recorded, consistent with her ministerial position.