There are also historical reasons. Northern italy has long been more industrialized than the south, going back centuries to before there was a modern unified Italy. Paris has over twice the population of Marseille and way more universities which feed the job pool. Scandinavian countries have stronger social safety nets that foster more growth than their comparatively lean budgedted peers in southern europe.