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Library

The Campaign Lab Library is a growing collection of what we’ve built and learned – from AI tools and field-tested guides to research briefings and campaign resources.

Everything here is made to be useful. Whether you’re running a local campaign, designing an experiment, or just looking for ideas, this is where we publish what might help others across the ecosystem.

Take what you need. Share what you can.

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Problem Addressed Local journalism in the UK has been in long-term decline. Newsroom closures, consolidation, and cuts have left many communities with little or no dedicated local reporting. In some areas, residents now live in so-called “news deserts”, where there is no regular professional coverage of local affairs. At the same time, many people increasingly […]

  • Who's this helpful for: Campaigners, Journalists, Members of parliament, Researchers

Project Link Problem Addressed It can be difficult to keep track of all developments at a ward level. Its critical to have up to date info if you are researching your opposition to understand where they have failed, or a local campaigner trying to identify key achievements to build a hyper-local campaign. Approach & Implementation […]

  • Who's this helpful for: Campaigners, Journalists

Project Link Problem Addressed Unions do incredible work, but it can be hard to keep track of the wide range of concrete wins they deliver for their members. Approach & Implementation Campaign Lab volunteer Chris Owen built this tool to address these challenges. It uses AI to surface and monitor union wins, displaying them in […]

  • Who's this helpful for: Campaigners, Journalists

Executive Summary This report details the findings of a Randomized Controlled Trial (RCT) conducted during the Leamington Clarendon local by-election. The study sought to test whether presenting Labour-likely voters with specific, ward-level local issues (such as pothole repairs and planning permissions) would increase voter turnout. Despite a small-scale yet well-executed deployment, the intervention yielded no […]

  • Who's this helpful for: Campaigners

Last month, we had the pleasure of hosting Dr. James Ackland, a postdoc from the University of Glasgow’s Geospatial Data Science Group, who shared fascinating insights into how where we live influences how we vote. If you’ve ever wondered why polling can be spot-on in some areas but wildly off in others, this session offered […]

  • Who's this helpful for: Campaigners
This test examined how different peer-to-peer (P2P) SMS message framings affect member engagement during a time-sensitive Get-Out-The-Vote (GOTV) effort for an internal organisational vote. The core challenge was to identify whether more informational or narrative-driven messages could outperform a simple reminder in prompting members to respond and confirm participation before the voting deadline.
  • Who's this helpful for: Campaigners
This pilot study explored whether living next to visible campaign materials, specifically garden stakes, affect voter turnout during elections. The underlying hypothesis was that visible signs of community political support might influence civic behaviour by fostering social norms around participation, signalling local engagement, or encouraging individuals to vote when they see that others nearby are politically active.
  • Who's this helpful for: Campaigners

Campaigners often assume that people are more likely to be persuaded by someone who looks or sounds like them, someone of a similar age, gender, or background. After all, research has long shown that we tend to trust people who seem “like us.” But a new study challenges that assumption head-on. In their paper, Shared […]

  • Who's this helpful for: Campaigners

The ninth entry of our Academic Series asked a deceptively simple question: how did Labour secure one of the largest post-war majorities in 2024 while winning a historically low share of the vote for a governing party? Professor Charles Pattie walked us through the mechanics of First Past the Post (FPTP) to explain why this […]

  • Who's this helpful for: Campaigners, Researchers