In this guide, we describe characteristics of probability-based, scientific social science panel surveysand compare them with cross-sectional surveys in terms of data collectionand analysis potential. While panel surveys have analytical advantages for describing individual dynamics andconductingcausal analyses, they arealsomore expensive than repeated cross-sectional surveys and require considerable efforts to keep data quality high.