From May 1920, Rocca worked with the literary magazine "A Muvra". During the first half of the 20th century, this was the most important Corsican publication in Italian. In 1922 he created the "Partitu Corsu d'Azione", following the model of the Italian Partito Sardo d'Azione of Sardinia that had autonomism ideals.