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CHAPTER 4  SOFTWARE PROCESS AND PROJECT METRICS                     83

               FIGURE 4.1                         Product
               Determinants
               for software
               quality and
               organizational
               effectiveness
               (adapted from
                                  Customer                          Business
               [PAU94])
                                characteristics                    conditions
                                                  Process





                              People                                   Technology
                                                 Development
                                                  environment





                              performing the umbrella activities and the generic software engineering activities
                              described in Chapter 2.
                                Grady [GRA92] argues that there are “private and public” uses for different types
                              of process data. Because it is natural that individual software engineers might be sen-
                              sitive to the use of metrics collected on an individual basis, these data should be pri-
                              vate to the individual and serve as an indicator for the individual only. Examples of
                              private metrics include defect rates (by individual), defect rates (by module), and errors
                              found during development.
                                The “private process data” philosophy conforms well with the personal software
                              process approach proposed by Humphrey [HUM95]. Humphrey describes the approach
                              in the following manner:
                              The personal software process (PSP) is a structured set of process descriptions, measure-
                              ments, and methods that can help engineers to improve their personal performance.  It pro-
                              vides the forms, scripts, and standards that help them estimate and plan their work. It shows
                              them how to define processes and how to measure their quality and productivity. A funda-
                              mental PSP principle is that everyone is different and that a method that is effective for one
                              engineer may not be suitable for another. The PSP thus helps engineers to measure and
                              track their own work so they can find the methods that are best for them.
                              Humphrey recognizes that software process improvement can and should begin at
                              the individual level. Private process data can serve as an important driver as the indi-
                              vidual software engineer works to improve.
                                Some process metrics are private to the software project team but public to all
                              team members. Examples include defects reported for major software functions (that
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