Research & Evidence
Data & Charts
Explore key indicators, pilot outcomes, and distributional impacts. Use these visuals to understand what the evidence says—and what questions remain.
How to use
Read charts with confidence
Every chart on this page is designed to be easy to interpret. Look for the unit, time period, and comparison group before drawing conclusions.
What the chart shows
A plain-language summary of the metric and why it matters for UBI discussions.
How it’s measured
Definitions, data sources, and key assumptions—so you can assess reliability.
How to interpret change
Context on baselines, seasonality, and whether differences are meaningful.
Limits & caveats
Notes on sample size, missing data, and what the chart cannot prove.
At a glance
Key outcomes to track
Income stability
Volatility
How predictable monthly resources are for households.
Well-being
Stress
Self-reported mental health and financial stress indicators.
Work & time
Hours
Employment, hours worked, and time use shifts.
These are common metrics across UBI pilots and cash transfer studies. Compare results across contexts before generalizing.
Visual library
Charts you can cite
Use these visuals in presentations and discussions. When sharing, link back to UBI Nexus and include the original source where available.
Data quality
What makes evidence strong
