MDS: the Design

In order to allow accurate estimation of the preference associated with each item, the MDS statistical design must be properly prepared and must satisfy some balance criteria.

  • one-way balance: items are included in the design a similar amount of times;
  • two-way balance: each combination of items appear together (on the same task) in the design a similar amount of times;
  • positional balance: each item appears in each position (first, second, third, etc) a similar amount of times;
  • within-version balance: items appear within each version (block) a similar amount of times.

The function generate.design.MDS available in R-sw Tradeoff generates a MDS design. It is possible to specify prohibitions, i.e., combination of statements that should not appear in the design. In addition, the function automatically provides a report with the design properties, i.e., how it is performing on the various balance criteria.

The function check.design.MDS produces summary statistics for an existing MDS design.

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