 Though the song has never been performed live as part of a televised performance , " I Wanna Go " was featured on the set list of the Femme Fatale Tour ( 2011 ) . Spears and her dancers bring fans onstage and dance with them throughout the performance . Shirley Halperin of The Hollywood Reporter stated that " [ the ] mid @-@ tempo numbers [ ... ] seemed to stall out quickly , where faster offerings like ' Womanizer , ' ' I Wanna Go ' and ' Toxic ' had the sold out crowd jumping in place and pumping their number twos in the air . " Shaunna Murphy of Entertainment Weekly said , " Of the newer songs , ' How I Roll ' and ' I Wanna Go ' were standouts , the former for its bubblegum fun and the latter for the uproarious fan participation on stage . " 
