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96  THE RESEARCH PROCESS

                             Figure 5.7
                             Diagram of the relationship among the independent, intervening, moderating, and
                             dependent variables.
                               Time:   t 1                            t 2               t 3



                                    Workforce                      Creative        Organizational
                                     diversity                     synergy         effectiveness

                                Independent variable          Intervening variable  Dependent variable


                                                   Managerial
                                                    expertise

                                                Moderating variable



                             variance already explained by the independent variable, whereas the moderating
                             variable has an interaction effect with the independent variable in explaining the
                             variance. That is, unless the moderating variable is present, the theorized relation-
                             ship between the other two variables considered will not hold.
                               Whether a variable is an independent variable, a dependent variable, an inter-
                             vening variable, or a moderating variable should be determined by a careful
                             reading of the dynamics operating in any given situation. For instance, a variable
                             such as motivation to work could be a dependent variable, an independent vari-
                             able, an intervening variable, or a moderating variable, depending on the theo-
                             retical model that is being advanced.



                               Now do Exercises 5.7, 5.8, and 5.9

                               Exercise 5.7
                               Make up three different situations in which motivation to work would be an
                               independent variable, an intervening variable, and a moderating variable.

                               Exercise 5.8
                               List and label the variables in the following situation, explain the relation-
                               ships among the variables, and diagram these.
                                 Failure to follow accounting principles causes immense confusion,
                               which in turn creates a number of problems for the organization. Those
                               with vast experience in bookkeeping, however, are able to avert the prob-
                               lems by taking timely corrective action.
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