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Scientific Validity Of the MPJ   About the Leadership Matrix

In 1996 the MRA Notebook reported on a statistical analysis of the Measure of Practical Judgment. We reported that the only significant differences among groups were found when comparing the groups 25 years of age and below, with those 30 and older. Those 25 years of age and younger scored lower on the Empathic Judgment scale than those 30 and older by as much as two stanines. This became a strong training point in all subsequent Executive Leadership Seminars. It also reinforced our recommendation that this measure should be used more as a management tool than a selection tool. Factual and Empathic Judgment are skills that can be improved upon, as can any skill. This is particularly true with this instrument, as it is culture-bound, requiring sufficient life experiences within the prevailing culture to score well.

Many clients had difficulty believing was that there were no significant differences in Empathic Judgment among the five groups of personality profiles. What seems even harder to accept is that there was no difference in the level of empathy between males and females. Nonetheless, That is the case.

In 2001, a validity study was completed on the Measure of Practical Judgment by Dr. Robert Rose, a noted writer and expert on testing issues in the business world. He found that this measure showed strong construct and content validity, and the factors being measured were independent of each other. This prompted us to again look at the results of the study we conducted in 1996. This time we had a larger sample, with over one thousand subjects.

Our thanks to all who provided data.

The sample size five years ago was 641. In 2001, it was 1,116. These studies will continue, as we just revised the measure. The stanine tables will change as we receive new data.

    Factual Judgement Empathic Judgement
  Totals
1996 - 2001
Mean
1996 - 2001
Std. Dev.
1996 - 2001
Mean
1996 - 2001
Std. Dev.
1996 - 2001
< 25 Years Old   87  110 30.26  29.89 4.31  4.76 23.49*  22.84 5.69  5.43
> 29 Years Old   426  734 31.75  30.49 5.40  5.64 25.25*  24.69 5.93  6.01
Group I   426  734 31.75  30.49 5.40  5.65 25.25  24.69 5.93  6.01
Group II   157  298 31.21  29.82 5.34  5.72 24.71  24.39 6.24  6.11
Group III   118  31.57 31.57  30.65 5.01  5.05 24.23  24.17 5.89  5.78
Group IV   76  123 31.63  30.38 5.25  5.32 24.72  24.10 5.22  5.43
Group V   57  103 30.86  29.89 5.14  5.18 24.39  23.59 5.30  5.50
  


Summary

Using chi-square analysis to determine differences in means, the only significant differences were found when comparing the groups 25 years of age and below, with those 30 and older on Empathic Judgment.

The Empathic Judgment mean for males was 24.20, and for females, 24.50. A .30 increment does not a difference make!

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