This resource provides guidance for effective collection of inclusion data – including issues related to ethical considerations, do no harm and trauma-informed approaches, qualitative data collection, and alternative techniques for participant registration – and addresses challenges and tips for commonly faced issues related to ensuring accessible, participatory data collection practices.