Yes, family members such as your spouse and dependent children can join you in Italy, but through a separate family reunification process. After you obtain your residence permit in Italy, you can apply for family reunification if you meet additional income and accommodation requirements. Family members will receive their own residence permits and can legally stay with you in Italy.