Joleen is a distinctive girls' name in United States, ranking #2971 in 2003 with 51 recorded births. The name reached its all-time peak in 2007 with 62 births ranking #2904. Since 1996, the popularity has increased by 24.4%. In 2003, approximately 1 in every 35,825 girls born was named Joleen. FALLING Recent data shows the name is currently falling.