Dh. Gensch et S. Ghose, DIFFERENCES IN INDEPENDENCE OF IRRELEVANT ALTERNATIVES AT INDIVIDUAL VS AGGREGATE LEVELS, AND AT SINGLE PAIR VS FULL CHOICE SET, Omega, 25(2), 1997, pp. 201-214
Citations number
17
Categorie Soggetti
Management,"Operatione Research & Management Science","Operatione Research & Management Science
The concept of 'independence of irrelevant alternatives' (IIA) was ori
ginally developed at the individual level. Real-world applications of
choice modeling in fields such as marketing, transportation, and polit
ical science, however, generally occur at the aggregate level. Here, w
e investigate the relationship between the IIA assumptions at the two
levels, and identify variables moderating this relationship. Specifica
lly in this research, we prove that under some particular conditions,
validity of the IIA assumption at the individual level leads to validi
ty (or violation) of IIA at the aggregate level. Analogous to the abov
e, past literature has focused on evaluating IIA violations or otherwi
se for a single pair of alternatives. Real-world managers, on the othe
r hand, need to look at possible IIA violations between all possible p
airs of alternatives in a choice set; this focus on the full choice se
t is necessary for making appropriate marketing strategy decisions. In
this research, we argue that it is more relevant to focus on the full
choice set. We first identify IIA relationships at the single pair le
vel, and then build on those findings to identify IIA relationships at
the full choice set level. One of the important findings at the full
choice set level is that there must exist preference homogeneity or II
A is violated at the aggregate level, when there is no violation at th
e individual level. (C) 1997 Elsevier Science Ltd.