The Middle Ages, you see a lot of monks that were wearing garments that were cape-like, with hoods attached, so therefore, "hoodies."
W średniowieczu wielu mnichów nosiło stroje przypominające pelerynę z kapturem (ang. hood), stąd "hoodie".