Abstract Since the appearance of seminal paper Frankel and Romer (Am Econ Rev 89(3): 379–399, 1999), ‘Does trade cause growth?’, impact aggregate openness on income has been controversial. This research shows that type product is traded first-order effects, while overall intensity second-order effects per capita because (i) hierarchical structure learning-by-doing in products with different lev...