DASHBOARDS · ANALYSIS · RESEARCH
Projects
AI & Technology2
Open-source Packages6
- PackagePolicyEngine MacroSuite of five open macroeconomic models — OBR emulator, Bank of England structural VAR, FRB/US, overlapping-generations, and tax-benefit microsimulationLive
- PackagePolicyEngine UK — microsimulation modelOpen-source UK tax-benefit microsimulation model · policyengine-ukGitHub
- PackagePolicyEngine UK — data & calibrationMicrodata enhancement and weight calibration · policyengine-uk-dataGitHub
- PackagePolicyEngine UK — Rust engineRust implementation of the UK model · policyengine-uk-v2GitHub
- PackageFirm-level VAT microsimulationFirm-level VAT reform microsimulation framework · uk-vatlabGitHub
- PackageOverlapping-generations model dashboardInteractive OG macro model · og-model-dashboardGitHub
LSE · Research Assistance2
Tax13
- ToolTemporary VAT cut on domestic electricityJul 2026
- ToolNICs exemption for recently-inactive employeesJul 2026
- ToolEmployer NICs exemption for young workersJul 2026
- ToolScotland income tax analysis dashboardApr 2026
- ToolCouncil tax to land value tax reform dashboardMar 2026
- ToolSalary sacrifice cap analysis toolFeb 2026
- ArticleAnalysing alternative income tax and National Insurance reform options for the UKNov 2025
- ArticleHow a £2,000 salary sacrifice cap would affect workersNov 2025
- ArticleHow changing the VAT threshold affects UK revenuesSep 2025
- ArticleHow carbon tax and dividend policies affect UK householdsSep 2025
- ArticleCapital Gains Tax reforms in the Autumn Budget 2024Nov 2024
- ArticleLevying VAT on private school fees in the Autumn BudgetOct 2024
- ArticleLabour's reforms to VAT tax on private schoolsOct 2024
Benefits & Poverty10
- ToolThe distributional impact of student loan reformFeb 2026
- ToolStudent loan deductions calculatorFeb 2026
- ToolUK CliffWatchJun 2026
- ToolUK Universal Credit rebalancing analysis dashboardJun 2026
- ArticleHow reintroducing the two-child benefit limit would affect the UKFeb 2026
- ArticleHow removing the two-child benefit limit would affect the UKDec 2025
- ToolTwo-child limit calculatorOct 2025
- ArticleComparing PolicyEngine and official UK poverty ratesOct 2025
- ArticleExempting young children from the two-child limitMar 2025
- ArticleBenefits uprating 2025/26Oct 2024
Budgets & Fiscal Events7
- ToolUK fuel duty rise cancellation analysis dashboardJun 2026
- ToolUK Spring Statement 2026 analysis dashboardMar 2026
- ToolScottish Budget 2026-27 dashboardJan 2026
- ArticleCombined impacts of Autumn Budget 2025 reformsDec 2025
- ToolUK Autumn Budget 2025 analysis dashboardDec 2025
- ArticleImpact of the Autumn Budget fuel duty freezeNov 2025
- ArticleImpact of the Autumn Budget rail fares freezeNov 2025