C. Luquet et al., A method for shortening instruments using the Rasch model - Validation on a hand functional measure, REV EPIDEM, 49(3), 2001, pp. 273-285
Background: Many measurement instruments, particularly measures of hand fun
ctional ability, frequently comprise a large number of items. Reduced versi
ons of these instruments can facilitate their use. This work proposes a new
method for shortening an instrument.
Methods: The method proposed was based on a scale of item difficulty calcul
ated using the Rasch model. It was applied on a hand functional measure com
prising 67 tests. The sample included 194 patients with hand lesions. The s
hortened instrument obtained was compared with those provided by classic me
thods used in the literature, with item random choice, and with shortened v
ersions proposed by four independent experts, two rehabilitation physicians
and two occupational therapists, who are clinicians familiar with the tool
. All the statistical analyses were carried out on a random sub-group of tw
o-thirds of the sample. A cross validation was then carried out on the rema
ining third.
Results: The reduction obtained had score non significantly different from
that of the original instrument, In addition, the intra-class correlation c
oefficient and the Cronbach alpha coefficient were high. Among the differen
t degrees of reduction investigated the 12-item version seemed to be approp
riate. Our method appeared to provide better results in terms of discrimina
nt validity and internal validity than the choices of the four experts, The
reductions produced were also better than those obtained by classic method
s based on principal component analysis and multiple linear regression, as
well as those obtained by random choices of items.
Conclusion: The method presented is pertinent and useful. The reduction obt
ained appeared to be better than the choices of experts and the reductions
provided by classic methods. The method could be used in other fields.