where is the first difference operator, ln EGis the log of electricity generated per capita, ln Y is the log of real GDP per capita, ln EXis the log of total exports and ln P is the log of the CPI. The F test is used to determine whether a long-run relationship exists between
the variables through testing the signi ficance of the lagged levels of the variables.