L. Peeters et Y. Surry, Incorporating price-induced innovation in a symmetric generalised McFaddencost function with several outputs, J PROD ANAL, 14(1), 2000, pp. 53-70
This paper proposes a multiple-output Symmetric Generalised McFadden (SGM)
cost function, incorporating both exogenous and endogenous technological ch
ange. Whilst exogenous technological change is captured by the usual time t
rend, endogenous or price-induced technological change is cast within a par
tial-adjustment framework involving lagged input prices. The study points t
o various dimensions or components of technological change, and allows to d
isentangle "pure" factor substitution, given the state of the technology, f
rom factor substitution due to price-induced changes in technology. Under t
he conditions of non-jointness in input quantities, the model further allow
s to identify technological change biases for each output separately. An em
pirical application is presented in which the proposed model is applied to
time-series data on the feed manufacturing industry in Belgium. To improve
on the econometrics, the SGM cost function also incorporates linear splines
.