“…In sum, pooled OLS and 2SLS‐IV estimates point out that local routinization leads to an increase of the share of tertiary educated workers in low‐skill occupations and, then, favours an over‐education pattern at province level. Evidence in Table 4 is coherent with other studies showing that in countries where the polarization is pronounced (like Italy, Spain and UK), the over‐education is prominent and increasing over time in low‐skill jobs, as compare to countries with an upgrading pattern of employment change such as Germany and Sweden (Sarkar, 2017). Furthermore, results reported in Tables 3 and 4 are consistent with the interpretation according to which educational mismatch in Italy is related to a structural weaknesses of labour demand for highly qualified workers (Caroleo & Pastore, 2018; Naticchioni, Ricci, & Rustichelli, 2008).…”