Sioux Falls J.C. Penny Store to Remain OpenSioux Falls J.C. Penny Store to Remain OpenEvery day matters at J.C. Penny and it still will for the J.C. Penny Store in Sioux Falls. The Empire Mall store has survived the wave of closures the company is planning for later this year.Marc ElliottMarc Elliott