We do not expect significant redundancy costs in 2010 . Excluding redundancy , the most significant positive factors driving the profit outlook are higher sales volume , lower material costs and improved factory efficiency utilizing the Caterpillar Production System ( CPS ) with 6 Sigma . The most significant unfavorable factors are higher taxes and an unfavorable mix of sales .