results in an ecological fallacy, meaning that based on aggre- gated data, one would make inverse inferences [...] from a the- oretical point of view, the model based on municipality-level data shows a negative relation- [...] education -0,01 0,003 * INTRODUCTIONEcological fallacy: Based on an analysis with aggregated data, onepossibly