This paper is based on the presentations, papers and discussions of workshop “Longitudinal data” at the ISCTSC conference in Porto Novo in March 2022. The presentations and discussions are primarily based on three different panel surveys that represent different approaches and designations. All these surveys have to struggle with typical challenges. The paper discusses the analytical characteristics and the designation of longitudinal surveys, addresses the problems and challenges of longitudinal surveys and will sum up the discussed strategies, in which a long-term continuity of such surveys can be secured
