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Unit 12 : Conversion of Raw Scores into Standard Scores, T-scores, C-scores, Z-scores, Stanine Scores, Percentiles


                                    X = Raw score                                                    Notes
                                    M = Mean
                                    σ  = Standard deviation
            And if Z-score of the raw score is known, the following formula is used :
                              T-score, T = 50 + 10Z
            Example 5
            Look at example 4. The score in mathematics = 80 and Z-score = 2.5; and the score in language =
            70 and Z-score = 3. Convert these scores into T-scores.
            Calculation
            T-score of mathematics raw score 80, (T)  = 50 + 10Z
                                               = 50 + 10 x 2.5
                                               = 50 + 25
                                               = 75
            And, T-score of language raw score 70, (T) = 50 + 10Z
                                               =  50 10 3+  ×
                                               = 50 + 30
                                               = 80
            It is clear that the student A is more able in language as compared with mathematics.
            Utility of T-Scores

                                                             σ
            The mean (M) of T-scores is 50 and standard deviation  () is 10. so, if the range of general
            distribution is taken to be 100, the range of T-scale becomes from 0 to 100 as a result, measurement
            of scores can be done more accurately. The meaning of T-scores is derived from the following
            table :
                                               Table—2
                                       Meaning of Various T-Scores

               T-Scores       Standard Deviation  Percentage of Students Percentage of Students
                                  position         securing low score  securing high scores
                  80              + 3.0σ                 99.87                0.13

                  75              + 2.5σ                 99.38                0.62
                  70              + 2.0σ                 97.72                2.28
                  65              + 1.5σ                 93.32                6.68
                  60              + 1.0σ                 84.13               15.87
                  55              + 0.5σ                 69.15               30.85
                  50                 0.1σ                50.00               50.00
                  45               – 0.5σ                30.85               69.15

                  40               – 1.0σ                15.87               84.13
                  35               – 1.5σ                 6.68               93.32
                  30               – 2.0σ                 2.28               97.72
                  25               – 2.5σ                 0.62               99.38

                  20               – 3.0σ                 0.13               99.87
            T-scores are generally large, so they are not suitable for statistical calculations. They are least
            used in the field of education.



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