The conservation and management of populations require some insight in
to mechanisms of population regulation, yet unambiguous identification
of density dependence in vital rates is notoriously difficult. Throug
h the reanalysis of data published by Stacey and Taper for a semi-isol
ated sub-population of the Acorn Woodpecker we demonstrate the utility
of an approach in which a single data set is ''attacked'' using a sui
te of models with different assumptions. Tests for density dependence
of the reproductive rate and of juvenile survival are inconclusive, bu
t there is evidence for density-dependent adult survival. Since ''surv
ival'' rates estimated from banded birds confound the effects of morta
lity and immigration/emigration, we construct and analyze three models
: (1) a closed population with density-independent vital rates and an
upper limit to population size, (2) a regulated closed population, (3)
a regulated sub-population with immigration and emigration. Very smal
l interchanges with other sub-populations can have a very large effect
on population persistence; thus our results highlight the importance
of distinguishing the effects of interchange from density dependencies
in vital rates.