How many workers does it take to change a light bulb? Not as many as it used to.

And that is what's making the difference in getting companies like Wal-Mart Stores Inc., GNC Corp. and Caesars Entertainment Corp. to shell out for advanced new lights.

Bulbs built around light-emitting diodes—semiconductors that produce bright light when zapped...