Ayako Yoshikawa (吉川 綾子, Yoshikawa Ayako, later Hoshino, born March 1, 1933) is a retired Japanese athlete. She won a gold medal in the 4 × 100 m relay and a silver in the long jump at the 1951 Asian Games. She placed 16th in the long jump at the 1952 Summer Olympics.