I have a dilemma which I haven't found a good solution for.  I work with 
students who rotate with different preceptors on a monthly basis.  A 
student will have at least 12 evaluations over a year's time.  A 
preceptor usually will evaluate several students over the same year.  
Unfortunately, the preceptors rarely agree on the grades.  One preceptor 
is biased towards the middle of the 1-9 likert scale and another may be 
biased towards the upper end.  Rarely, does a given preceptor use the 1-9 
range completely.  I suspect that a 6 from an "easy" grader is equivalent 
to a 3 from a "tough" grader. 

I have considered using ranks to give a better evaluation for a given 
student, but I have a serious constraint.  At the end of each year, I 
must submit to another body their evaluation on the original 1-9 scale, 
which is lost when using ranks.

Any suggestions?

--
"It has often been remarked that an educated man has probably forgotten 
most of the facts he acquired in school and university. Education is what 
survives when what has been learned has been forgotten."  
- B.F. Skinner New Scientist, 31 May 1964, p. 484




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