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              42     Modern Analytical Chemistry


                                                     Since equimolar concentrations of analyte and interferent were used
                                                     (C A = C I ), we have

                                                                            S I   6
                                                                      K AI , =  =    =015
                                                                                       .
                                                                            S A  40
                                                  (b) To achieve an accuracy of better than ±0.50% the term K A,I ´C I in
                                                     equation 3.8 must be less than 0.50% of C A; thus

                                                                        0.0050 ´C A ³K A,I ´C I
                                                     Solving this inequality for the ratio C I /C A and substituting the value for
                                                     K A,I determined in part (a) gives
                                                                                  .
                                                                         .
                                                                   C I  0 0050   0 0050
                                                                      £        =        =0 033
                                                                                          .
                                                                                   .
                                                                   C A   K A I,   015
                                                     Therefore, the concentration of 6-methoxycodeine cannot exceed 3.3% of
                                                     codeine’s concentration.


                                                  Not surprisingly, methods whose signals depend on chemical reactivity are often
                                              less selective and, therefore, more susceptible to interferences. Problems with selec-
                                              tivity become even greater when the analyte is present at a very low concentration. 6

                                              3 5   Robustness and Ruggedness
                                               D.
                                              For a method to be useful it must provide reliable results. Unfortunately, methods
                                              are subject to a variety of chemical and physical interferences that contribute uncer-
                                              tainty to the analysis. When a method is relatively free from chemical interferences,
                                              it can be applied to the determination of analytes in a wide variety of sample matri-
                                              ces. Such methods are considered robust.
               robust                             Random variations in experimental conditions also introduce uncertainty. If a
               A method that can be applied to analytes  method’s sensitivity is highly dependent on experimental conditions, such as tem-
               in a wide variety of matrices is  perature, acidity, or reaction time, then slight changes in those conditions may lead
               considered robust.
                                              to significantly different results. A rugged method is relatively insensitive to changes
                                              in experimental conditions.
               rugged
               A method that is insensitive to changes
               in experimental conditions is considered  3 D.6 Scale of Operation
               rugged.
                                              Another way to narrow the choice of methods is to consider the scale on which the
                                              analysis must be conducted. Three limitations of particular importance are the
                                              amount of sample available for the analysis, the concentration of analyte in the
                                              sample, and the absolute amount of analyte needed to obtain a measurable signal.
                                              The first and second limitations define the scale of operations shown in Figure 3.6;
                                              the last limitation positions a method within the scale of operations. 7
                                                  The scale of operations in Figure 3.6 shows the analyte’s concentration in
                                              weight percent on the y-axis and the sample’s size on the x-axis. For convenience,
                                              we divide analytes into major (>1% w/w), minor (0.01% w/w – 1% w/w), trace
                                                 –7
                                                                                      –7
                                              (10 % w/w – 0.01% w/w) and ultratrace (<10 % w/w) components, and we
                                              divide samples into macro (>0.1 g), meso (10 mg – 100 mg), micro (0.1 mg –
                                              10 mg) and ultramicro (<0.1 mg) sample sizes. Note that both the x-axis and the
                                              y-axis use a logarithmic scale. The analyte’s concentration and the amount of
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