[Rasch] Best-Worst Average or Rasch?
AKyngdon at lexile.com
Wed Jul 27 10:09:25 EST 2011
Funny that Best/Worst (MaxDiff) scaling is raised here... I presented a paper on decision theory to Jordan Louviere at the Centre for the Study of Choice the week before last...
The BW data is analysed by a version of the BTL model, so I doubt that the Rasch model would provide any more "elegant scaling" than is afforded by the BTL.
Read this: http://www.censoc.uts.edu.au/news/AERE_Louviere_Flynn.pdf
Tony Marley and Jordan Louviere have written two papers in the JMP which show that a variant of Best/Worst can provide putative "ratio scale" measures of utility for goods and services.
Andrew Kyngdon, PhD
My website: https://sites.google.com/site/drandrewkyngdon/home
Measurement Forum: http://groups.google.com/group/talking-measurement
From: rasch-bounces at acer.edu.au [mailto:rasch-bounces at acer.edu.au] On Behalf Of Donald Bacon
Sent: Wednesday, 27 July 2011 2:52 AM
To: rasch at acer.edu.au
Subject: [Rasch] Best-Worst Average or Rasch?
Hi Rasch Experts -
A colleague of mine has a dataset generated from a best-worst questionnaire. Respondents were given sets of three objects and asked to identify the most preferred and least preferred in each set. An object might score 1 if most, -1 if least, and 0 if neither. The sets are nicely rotated and balanced (9 objects, 3 at a time, 12 iterations), so taking the average score for objects across sets should be a reasonable metric of preference.
Obviously, the same data could be scaled more elegantly with the Rasch model. What are the advantages of the Rasch model in this context? Would it handle floor and ceiling effects (all 1's, all -1's) better or worse? Would Rasch measures be so highly correlated with simple averages that I should not expect to see any differences in my subsequent statistical tests? Are there some good cites on this issue that I should be reading?
In advance, thanks --
Professor of Marketing
Incoming Editor, Journal of Marketing Education
dbacon at du.edu<mailto:dbacon at du.edu>, (303) 871-2707
Daniels College of Business
University of Denver
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