Policy networks in refugee education

•Social network analysis of 440 organisations engaged in Syria refugee education in Lebanon.•Partnerships found to comprise a complex policy web of global, national, and local actors.•Policy network reflects inequities wherein international organisations hold most influence.•Multiple crises impact refugee policy networks which expand to include new private actors.•While COVID-19 is thought to accelerate localisation, global power hierarchies persist.