Trade and containment policies during COVID-19: Disaggregated evidence for adaptive public health governance

Disaggregating NPIs reveals that policy design, timing, and institutional context shape both trade performance and health resilience. Integrating information-sensitive metrics such as entropy weighting can improve surveillance and preparedness frameworks. Policymakers should balance epidemiological effectiveness with the protection of essential trade flows to ensure equitable and adaptive pandemic governance.