TY - JOUR
T1 - ICT Adoption and Heterogeneity in Production Technologies
T2 - Evidence for Chilean Retailers
AU - De Vries, Gaaitzen J.
AU - Koetter, Michael
PY - 2011/8
Y1 - 2011/8
N2 - The adoption of information and communication technology (ICT) can have far-reaching effects on the nature of production technologies. Because ICT adoption is incomplete, especially in developing countries, different groups of firms will have different production technologies. We estimate a latent class stochastic frontier model, which allows us to test for the existence of multiple production technologies across firms and consider the associated implications for efficiency measures. We use a unique data set of Chilean retailers, which includes detailed information on ICT adoption. We find three distinct production technologies. The probability of membership in a more productive group is positively related to ICT use.
AB - The adoption of information and communication technology (ICT) can have far-reaching effects on the nature of production technologies. Because ICT adoption is incomplete, especially in developing countries, different groups of firms will have different production technologies. We estimate a latent class stochastic frontier model, which allows us to test for the existence of multiple production technologies across firms and consider the associated implications for efficiency measures. We use a unique data set of Chilean retailers, which includes detailed information on ICT adoption. We find three distinct production technologies. The probability of membership in a more productive group is positively related to ICT use.
KW - INFORMATION TECHNOLOGY
KW - SECTOR
KW - IMPACT
KW - MODEL
U2 - 10.1111/j.1468-0084.2010.00622.x
DO - 10.1111/j.1468-0084.2010.00622.x
M3 - Article
SN - 0305-9049
VL - 73
SP - 539
EP - 555
JO - Oxford Bulletin of Economics and Statistics
JF - Oxford Bulletin of Economics and Statistics
IS - 4
ER -