[Rasch] Modeling sequenced data
Mike Linacre (RMT)
rmt at rasch.org
Sat Dec 8 21:37:56 EST 2007
Thank you for asking for our input. Your sequence task appears to be
equivalent to rank-ordering the statements.
A straight forward approach is to conceptualize the statements as "items",
each complete ordering as a "person" row, and the data as Andrich rating
scale data on a rating scale from 1 to 10.
It can be shown that this approach introduces some bias into the estimates
relative to a strict Rasch rank-order model, but the difference is not
meaningful for practical purposes. See JAM 7:1 p. 129-136.
At 12/7/2007, you wrote:
>My colleagues and I have been collecting data with an instrument called
>the "sort task" for several years. The task involves sorting a set of ten
>statements into the order in which it would have been possible for one
>individual to have made them over the course of 40 years. (They end up
>being ordered from 01 to 10.)
>We now have hundreds of cases, and would like to model the results. We
>already know that the modal order for each group we have tested is
>virtually always accurate, and that higher level statements are more
>difficult to order than lower level statements there must be a way to use
>the Rasch model to observe the difference in difficulty between sorting
>lower level statements and higher level statements. We also have data on
>age, education, and the techniques people use to do the sort and will be
>examining the relation between these variables and sort accuracy.
>I've never tried to model data of this type. Can anyone help?
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