[Rasch] Comparison Rasch 3-parm IRT
mike at winsteps.com
Fri Sep 13 14:55:13 EST 2013
Thank you for your questions about Rasch and 3-PL reliability, Ricardo.
In general, the information in a response that fits the dichotomous
Rasch model contains more statistical information than an equivalent
response that fits the 3-PL model. This is because of the information
that is lost due to the lower asymptote, c parameter. For example,
suppose that the c parameter is 0.99, then there is almost no
information in the response. If the item-sample targeting is at 70%
success and c=2, we expect a 3-PL response to contain around 67% of the
information in a Rasch response.
Rasch Reliability = 0.70. Measure S.D. = 0.79. So, according to
Spearman(1910), RMSE (average S.E.) = 0.43
3PL Reliability=0.56. Theta S.D. = 0.79. So, according to
Spearman(1910), RMSE (average S.E.) = 0.52
Do these average S.E.s look like those reported by your software,
Ricardo? If so, your 3-PL responses have (0.43/0.52)^2 = 68% of the
information in your Rasch responses, and we expect that the average
person is scoring around 70% on the test.
Hope this helps ....
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