ACCOUNTING FOR STOCK-BASED COMPENSATION. Historically, technology firms have been the most aggressive users of stock-based compensation in the form of stock options granted to almost all employees of the firms. What is the rationale for offering stock options as compensation? Why has this form of compensation been particularly popular with technology firms in the past?