A number of recent papers have used simple linear regressions in an at
tempt to identify market structure, the extent of returns to scale, an
d possible external effects in U.S. manufacturing industries. The resu
lts obtained from these regressions have important implications for se
veral branches of modem macroeconomics. As a result, the macro literat
ure frequently cites specific numerical evidence from Caballero and Ly
ons (1992) and Hall (1990), which suggests that there are quantitative
ly significant increasing returns to scale, or external effects in U.S
. manufacturing. In contrast, it is the argument of this paper that th
is evidence is not convincing. The most robust evidence suggests that
the typical U.S. manufacturing industry displays constant returns with
no external effects. On the other hand, there is significant heteroge
neity across industries.