Population estimates play an important role in the allocation of resou
rces at many levels of government and commerce but little is known abo
ut the accuracy of age-specific population estimates. Such knowledge i
s crucial, as resource allocation is often targeted at populations of
particular age, and decisions need to be based on the reliability of t
he estimates. This paper presents a multi-level statistical analysis o
f the accuracy of age-specific population estimates made for British l
ocal authorities in 1991. The aim of this work is to identify the fact
ors that influence accuracy, and to investigate how these influences i
nteract. Our analyses show that the following area characteristics are
key factors: true population size; intercensal population change; and
percentages of unemployed residents, armed forces residents, and stud
ents. In addition, we find that the overall type of method used to cal
culate estimates is important, and that its effect varies both with ar
ea characteristics and with age-group. Local census methods are found
to be generally superior, but a low-cost apportionment method, if impl
emented well, may be as effective.