Euphoria surrounding stock splits played a key role in propelling the S&P 500 to a new high. One of Wall Street's newest stock-split stocks -- Fastenal -- is set to complete its ninth split next week.

Investors have rallied around influential companies conducting splits. To date, two industrial titans -- one of which has risen more than 210,000% since its initial public offering -- have completed ...