I shocked the variable of the world oil price in the (GTAP) CGE model by reducing the oil price by 10%.

As a result, the oil exporter Kazakhstan's welfare decreased while the GDP increased?

How does this happen?

Can we say if it is because of the overall energy price decreased and so did the overall input price? Consequently, the Kazakh industry had lesser cost input and this led to a rise in GDP.