In February 2011, JoJo uploaded a video to YouTube announcing that she was shooting a video for a new song, titled "The Other Chick" and that she had changed the title of the album from All I Want Is Everything to Jumping Trains, stating that she had desires to "represent something different; something fresh".
Pada bulan Februari 2011, JoJo upload video ke YouTube mengumumkan bahwa ia syuting video untuk lagu baru, berjudul "Disaster" dan bahwa dia telah mengubah judul album dari All I Want Is Everything menjadi Jumping Trains, menyatakan bahwa ia memiliki keinginan untuk "mewakili sesuatu yang berbeda; sesuatu yang baru".