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The economics of yield‐driven processes

Journal of Operations Management 1999 18(1), 41-59
AbstractThe economic performance of many modern production processes is substantially influenced by process yields. Their first effect is on product cost — in some cases, low‐yields can cause costs to double or worse. Yet measuring only costs can substantially underestimate the importance of yield improvement. We show that yields are especially important in periods of constrained capacity, such as new product ramp‐up. Our analysis is illustrated with numerical examples taken from hard disk drive manufacturing. A three percentage point increase in yields can be worth about 6% of gross revenue and 17% of contribution. In fact, an eight percentage point improvement in process yields can outweigh a US$20/h increase in direct labor wages. Therefore, yields, in addition to or instead of labor costs, should be a focus of attention when making decisions such as new factory siting and type of automation. The paper also provides rules for when to rework, and shows that cost minimization logic can again give wrong answers.

World class manufacturing: an investigation of Hayes and Wheelwright's foundation

Journal of Operations Management 1999 17(3), 249-269
AbstractAlthough Hayes and Wheelwright originally coined the term ‘world class manufacturing’, the global manufacturing environment has undergone many changes since their work. In the study, we seek to determine whether the practices which they described are still relevant in today's manufacturing environment. We also look at their list of competitive priorities and examine whether they function as tradeoffs, as Hayes and Wheelwright suggested, or whether there are synergies between them. The World Class Manufacturing (WCM) Project data set, comprised of plants in the machinery, electronics and transportation components industries, was used to construct measures to correspond to the practices and performance measures suggested by Hayes and Wheelwright. The results indicated that Hayes and Wheelwright's practices were related to competitive performance, and that the addition of new manufacturing practices resulted in further improvements in competitive performance. Thus, Hayes and Wheelwright's practices are robust and have provided a foundation for the use of new manufacturing practices. In addition, there was strong support for the notion that the use of world class manufacturing practices, alone and in combination with new manufacturing practices, leads to the achievement of simultaneous competitive advantages, supporting the synergies perspective.