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When the excessive rate of return event you defined occurs, significant potential revenue has already been lost. Following up on returned products increases your shipping charges and administration fees. However, the most important impact of returned products is that they can reduce customer loyalty and decrease your future sales. Therefore, it is important that you respond quickly to an event instance as soon as it occurs.
You decide that you can provide a timely response to event instances by monitoring the data hourly. You also decide that $17,000 is an appropriate threshold value for this initial schedule.