Dushinsky is one of the few Hasidic dynasties not named after the place where it originated; instead, it is named after the surname of the Rebbe. It is a relatively new dynasty, as are many of the dynasties originating in Hungary. However, the Dushinsky dynasty truly became a dynasty in Jerusalem, where it is centered today. It is not like other Hasidic groups in that it does not originate from a Hasidic background, but from the talmidim (students) of the Chasam Sofer.
The founder of the Dushinsky dynasty was Rabbi Yosef Tzvi Dushinsky, son of Rabbi Yisroel Dushinsky. He was a disciple of Rabbi Simcha Bunim Sofer (Shevet Sofer), one of the grandchildren of the Chasam Sofer.
After his marriage to the daughter of Rabbi Mordechai Winkler, author of Levushei Mordechai, Rabbi Dushinsky became the chief rabbi in Galanta, Slovakia. In an epidemic during the First World War his first wife died childless and he subsequently remarried Esther Neuhaus, daughter of Rabbi Yoel Tzvi Neuhaus. He relocated to the town of Chust, where he assumed the position of chief rabbi. In 1921 his only child, Yisroel Moshe, was born.
In 1932 Dushinsky and his son visited Mandatory Palestine. The chief rabbi and founder of the Edah HaChareidis, Rabbi Yosef Chaim Sonnenfeld, leader of the Haredi community of Jerusalem, died a few days later, and Dushinsky delivered one of the hespedim (eulogies) at the funeral. After his return to Chust, he was prevailed upon to succeed Sonnenfeld as Rav of Jerusalem. He and his family, together with 25 students, immigrated to Palestine on August 28, 1933. Dushinsky founded a community of Hungarian Jews in Jerusalem, affiliated with the Perushim section of the Edah HaChareidis.