This paper explores the aggregation problem and illustrates its relevance using data for the Netherlands from the third Community Innovation Survey (CIS3), and production and financial statistics. It compares the results of an innovation output equation that was estimated using data on enterprises (bedrijfseenheid), domestic enterprise clusters (onderneming), and those enterprise clusters with foreign inward or outward investments.