The ability to recognize and select relevant information (cue selectio
n) in a complex judgment process is a hallmark of superior performance
achieved by experienced decision makers. This study examines whether
experience influences auditors' approaches to selecting relevant infor
mation and whether selection of more relevant information leads to imp
roved judgment performance for preliminary control risk assessments (C
RAs). The study emphasizes situational knowledge gained from experienc
e by comparing new audit seniors and experienced audit seniors from a
non Big 6 auditing firm. The auditors each made use of their firm's in
ternal control evaluation software as a decision aid. The decision aid
was used to enhance external validity and largely control for differe
nces in conceptual (deductively-based) knowledge that is usually obtai
ned in ways other than task specific experience such as instruction an
d consulting a decision aid. A neural network-based model for predicti
ng auditors' preliminary CRAs was developed that included auditors' se
lection of relevant information as an integral component of the global
judgment process. The model provided a means of measuring auditors' s
elective attention to relevant internal control (IC) information. Numb
er of relevant cues selected, judgment time and judgment accuracy were
also measured. The results show that in comparison with new senior au
ditors, experienced senior auditors exhibited a higher level of select
ive attention to relevant information. Experienced seniors also exhibi
ted more consistency between the selected relevant information and the
CRA response, selected fewer cues, and made their judgments in less t
ime than new senior auditors. These results are consistent with a top-
down approach to making CRAs. However, experience did not improve judg
ment accuracy since both groups were equally conservative in relation
to the firm's suggested solution. This judgment response result may be
due to experienced seniors' tendency not to rely on controls nor audi
t through the computer, while the new seniors tended toward overauditi
ng. An implication for audit practice and theory is that auditor compe
tence in planning and performing tests of controls is becoming more of
an issue in relation to audit risk. Heavy reliance on substantive tes
ts, even for smaller clients, may not produce enough audit evidence to
provide an acceptable level of audit risk due to innovations in compu
terized accounting information systems. Another implication is that in
addition to conceptual training to develop conceptual knowledge, trai
ning using many client situations could help auditors develop better s
ituational knowledge. Training using the repetition of many client exa
mples could supplement experience from real audits to help audit senio
rs develop and retain the ability to select more relevant information
and make more efficient, effective CRAs.