Reproducibility and transparency of research with secondary data

This is a session at the 2026 NORRN annual meeting, which discussed reproducibility and transparency of research with secondary data. The first talk is from Sigrid Hegna Ingvaldsen (Foundation Dam) on Registered Reports publishing for secondary data The second talk is from Adrian Dahl Askelund (NIPH) on an early career perspective on registered reports for secondary data The third talk is from Veli-Matti Karhulahti (University of Jyvaskyla) on secondary data for registered reports from a reviewer's perspective. All three speakers then joined a panel discussion on the topic