A model focusing on the choice of capacity in an environment with stoc
hastic demand is presented. The paper establishes the conditions under
which bias in traditional econometric measures of capacity utilizatio
n may occur. As illustration, the model is applied to the Norwegian ve
ssel-building industry. The results from traditional econometric studi
es in this industry are adjusted using the results from the model pres
ented. The analysis indicates an upward bias in the traditional capaci
ty utilization index; the excess capacity in the analyzed industry, as
determined by deviation from the optimal, stochastically-adjusted lev
el of capacity, is higher than that determined by traditional economet
ric measures. However, the author is reluctant to draw definitive conc
lusions from the empirical part of the paper due to uncertainty regard
ing data and assumptions made. The empirical implementation is primari
ly illustrative and should be interpreted as such.