Difference In Differences

2 articles

Cycling Through Bad Ideas Faster: A Medicaid Branding Worked Example

A staggered Callaway-Sant'Anna DiD on state Medicaid branding. A naive +22% headline collapses to a bounded null once expansion-cohort × year fixed effects absorb confounded timing.

May 2026 · Methodology

Understanding the Limits of Parallel Trends Tests

Why a high p-value on parallel trends tests can mislead, and how sensitivity analysis reveals fragile causal claims.

Dec 2025 · Methodology