Survey researchers are increasingly turning to multimode data collection to deal with declines in survey response rates and increasing costs. An efficient approach offers the less costly modes (e.g., web) followed with a more expensive mode for a subsample of the units (e.g., households) within each primary sampling unit (PSU). We present two alternatives to this traditional design. One alternative subsamples PSUs rather than units to constrain costs. The second is a hybrid design that includes a clustered (two-stage) sample and an independent, unclustered sample. Using a simulation, we demonstrate the hybrid design has considerable advantages.
翻译:调查研究人员越来越倾向于采用多模式数据收集来处理调查响应率下降和成本上涨的问题。一种有效的方法是采用较低成本的模式(例如,网络)来收集数据,然后使用一个更昂贵的模式来对每个主抽样单元(PSU)中的一个子样本(例如,家庭)进行采样。我们提出了两种替代传统设计的方法。一种替代方法是对PSU进行子抽样而不是样本单元,以限制成本。第二种是一个混合设计,包括聚类(两阶段)样本和独立的非聚类样本。通过模拟,我们证明混合设计具有相当大的优势。