If Performance is Low, is Training the Appropriate Response?

Often, when job performance is falling short of expectations, managers resort to mandatory training sessions for their employees.  Either workers are sent offsite for instruction, or trainers are brought in to provide new training.  Yet one has to ask, when it comes to underperformance, is holding training sessions the most effective method for improving productivity?