R. Galli, THE RELATIONSHIP BETWEEN ENERGY INTENSITY AND INCOME LEVELS - FORECASTING LONG-TERM ENERGY DEMAND IN ASIAN EMERGING COUNTRIES, The Energy journal, 19(4), 1998, pp. 85-105
This paper analyses long-term trends in energy intensity for ten Asian
emerging countries to test for a non-monotonic relationship between e
nergy intensity and income in our sample. We estimate energy demand fu
nctions during 1973-1990 using a quadratic function of log income. We
find that the long-run coefficient on squared income is negative and s
ignificant, indicating a change in trend of energy intensity. We then
use our estimates to evaluate a medium-term forecast of energy demand
in the Asian countries, using both a log-linear and a quadratic model.
We find that in medium to high income countries the quadratic model p
erforms better than the log-linear, with an average error of 9% agains
t 43% in 1995. For the region as a whole, the quadratic model appears
more adequate with a forecast error of 16% against 28% in 1995. These
results are consistent with a process of dematerialization, which occu
rs as a result of a reduction of resource use per unit of GDP once an
economy passes some threshold level of GDP per capita.