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110   Chapter Six

        The correlation matrix is one of the more commonly used optional extensions
        to the original QFD developed by Kobe engineers. Traditionally, the major
        task of the correlation matrix is to make tradeoff decisions by identifying the
        qualitative correlations between the various Hows. This is a very important
        function in the QFD because Hows are most often correlated. For example,
        assume a matrix contains quality and cost objectives. The design engineer is
        looking to decrease cost, but any improvement in this aspect will have a
        negative effect on the quality. This is called a negative correlation, and it
        must be identified so that a tradeoff can be addressed. Tradeoffs are usually
        accomplished by revising the long-term objectives (How Muchs). These
        revisions are called realistic objectives. Using the negative correlation
        example just discussed, in order to resolve the conflict between cost and
        quality, the cost objective would be changed to a realistic objective.

        In the correlation matrix, once again, symbols are used for ease of reference
        to indicate the different levels of correlation as shown in the following figure:


                                    Trade offs
                                Synergy    +   1.0
                                Compromise    −  −1.0

        If one How directly supports another How, a positive correlation is
        produced.


        Targets (How Much)
        For every How shown on the relationship matrix, a How Much should be
        determined. The goal here is to quantify the customers’ needs and expec-
        tations and create a target for the design team. The How Muchs also create
        a basis for assessing success. For this reason, Hows should be measurable.
        It is necessary to review the Hows and develop a means of quantification.
        Target orientation to provide a visual indication of the target type is usually
        optional. In addition, the tolerance around targets needs to be identified,
        based on the company marketing strategy and contrasting it with the best-
        in-its-class competitor. This tolerance will be cascaded down using the
        axiomatic design method.


        Competitive Assessments or Benchmarking
        Competitive assessments are used to compare the competition’s design with
        the team design. There are two types of competitive assessments:
          1. Customer competitive assessment: Found to the right of the rela-
             tionships matrix in the planning matrix. Voice of the customer (VOC)
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