The role of interspecific competition in structuring communities has been a
highly debated issue for the last two decades. The nonrandom nature of mor
phological patterns within communities has been at the center of this contr
oversy. Null models addressing community-wide dispersions in morphology hav
e produced equivocal results and may be based on assumptions that are too r
estrictive (e.g., competitive exclusion or displacement). If morphological
distinctiveness allows species to escape competitive pressures and exhibit
higher densities, then a positive relationship should exist between morphol
ogical dissimilarity and abundance. We develop a suite of models that evalu
ates patterns in abundance that are associated with the morphological proxi
mity of a species to other competitors. We evaluated the relationship betwe
en morphological distance and abundance from a variety of morphological per
spectives, from those representing strictly diffuse interactions to those r
epresenting only interactions between a species and its nearest neighbor in
morphological space. These models were sufficiently powerful to detect pos
itive associations between abundance and morphological differences in a noc
turnal desert rodent guild for which the effects of competition on structur
e are well established. Models such as these may be more useful than tradit
ional models evaluating morphological dispersions for many reasons. They do
not require that communities reach equilibrium before competitive interact
ions give rise to deterministic structure. They do not suffer from limitati
ons of potentially inaccurate faunal pools or from phylogenetic constraints
. Lastly, they may be used as a diagnostic tool in comparative studies to d
etermine the degree to which competitive interactions structure communities
.