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5.8 RESULTS, INTERPRETATION AND DISCUSSION            115




               technique. In the end of the period, the relationship became linear, which shows that further improve-
               ment in intensity will linearly reduce the duration period.
                  Also, the analysis showed that the majority of the data was in the quadrant of low duration and low
               intensity with the exception of three subjects out of which two were having high intensity but low
               duration and one was having high duration but low intensity at the end of 1year.
                  EMGa: There were dramatic results found in the trend just after applying this technique for
               1month. The trend became linear after this period and remained linear thereafter. This resulted in
               no subjects falling outside the quadrant of average low duration and average low intensity.
                  We can conclude that EMGa had a better improvement correlation between duration and intensity.



               5.8.6 TREND ON CORRELATION OF TTH DURATION WITH OCCURRENCE
               This analysis was performed to establish the correlation between the frequencies of occurrence of TTH
               pain with its duration (Fig. 5.13).
                                                     Period                              Techniques
                        BaseLine      1 month       3 months      6 months      12 months   EMGa
                        Median        Median        Median        Median        Median      GSRa
                  20
                 Avg. duration  10 Average

                    Median
                  0
                        Median        Median        Median        Median        Median
                     0  5   10  15  0  5  10  15  0  5  10  15  0  5  10  15  0  5  10  15
                       Avg. frequency  Avg. frequency  Avg. frequency  Avg. frequency  Avg. frequency
               FIG. 5.13
               Correlation of TTH: duration with occurrence.


               Representation
               1. - - dotted line median.
               2. – Average (continuous line).
               3. Bubbles (O)—Average of all subjects.
               4. + individual subject plot.
               The baseline data for the GSRa was more toward the average of frequency and duration with a few
               exceptions for the subjects where the data lies in the high duration and high frequency zone.
                  The baseline data for EMGa was mostly in the high duration and high frequency zone showing that
               the subject group consisted of individuals suffering from the most frequent occurring severe pain.
                  After applying the different trend models such as linear, logarithmic, exponential, polynomial,
               and power model, we found the best fitted trend in the logarithmic model. Hence logarithmic
               model trend was analyzed. The mathematical modeling of the logarithmic model is given below
               (Tables 5.5–5.7).
                  GSRa: After applying the therapies, the data started moving toward the quartile of low duration and
               low frequency. This trend continued and at the end of the year the majority of data came under the zone
               of low frequency and low duration with exceptions for 3–4 subjects.
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