Terry Critten, 45, is wanted in the attack of Erma Hampton, 45. Police say it happened as she was walking to the store.
Critten has a long history of domestic abuse against Hampton, according to police.
Hampton is in the hospital recovering from her injuries.
Anyone with information on the whereabouts of Critten, is urged to call Crime Stoppers at (870) 863-INFO.