NASSAU, Bahamas — About six months ago while visiting his swing coach Mark Blackburn in Birmingham, Ala., Justin Rose was rummaging through myriad training aids and came across a swim hand paddle.

Across America, people have been trading in their rackets for paddles, as pickleball has exploded into the fastest-growing sport for the fourth year in a row. Yet despite the sport's recent popularity ...