Sara Harrison / The Markup: A look at the accuracy of commercial fitness trackers, as studies show factors like having darker skin or shuffling when walking can throw off sensors — In a 2019 study, 18 senior citizens took a stroll on some treadmills while armed to the hilt with fitness trackers.