The role of the sampling distribution in understanding statistical inference

Many statistics educators believe that few students develop the level of conceptual understanding essential for them to apply correctly the statistical techniques at their disposal and to interpret their outcomes appropriately. It is also commonly believed that the sampling distribution plays an important role in developing this understanding. This study clarifies the role of the sampling distribution in student understanding of statistical inference, and makes recommendations concerning the content and conduct of teaching and learning strategies in this area.