Econometric use of information theory in dynamic models is briefly reviewed for both modelling and estimation purposes. As an example, two types of stochastic process models, one linear and the other logistic, are developed for application in economic growth models. These models are suitable for understanding the structure of the growth-inducing and growth-retarding effects of exports in the phenomenal economic growth in the newly industrializing countries of Asia over the last two decades.