Since performing a large number of experiment trials can be expensive, time consuming (Montgomery, 2009) and disrupt normal production, the improvement team determined, based on production capacity, that the experiment could be replicated four times for each combination of factors, where 1,280 units (i.e. gloves) where collected for every replication.