The paper discusses the methodology of sampling surveys in population statistics and the Russian experience of conducting sampling surveys of households and families over the period of 100 years. The current practice of forming samples and methods of questioning families as well as possibilities of testing sample representation are critically examined. Wider application of group indicators is considered.