 However, a recent randomized controlled trial (RCT) suggested that heavier runners might be at an increased risk for injury in minimalist shoes (designed to mimic barefoot running) as compared to conventional footwear.The alternative to going barefoot is to wear thin shoes with minimal padding.This is what runners wore for thousands of years before the 1980s when the modern running shoe was invented.