In this paper we investigate industry characteristics associated with the c
lustering of establishments in three-digit SIC manufacturing industries in
nonmetropolitan areas. The dispersion parameter k of the negative binomial
distribution is selected as the measure of industry spatial concentration.
Associations between industry characteristics and spatial concentration are
investigated using OLS regression analysis. Our findings indicate that the
spatial clustering of establishments is positively related to industry ave
rage establishment size, reliance on natural resource inputs, labor intensi
ty, cast shares of professional and technical employees, and cost shares of
low-skilled workers. Agglomeration is negatively related to multiplant str
ucture, employment in precision production, and reliance on local product a
nd input markets.