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This paper considers the empirical modelling of aggregate imports for the small open economy of Barbados. An import demand function that incorporates the traditional variables as well as non-traditional variables like credit and money is examined. The analysis is conducted by means of relatively recent developed econometric concepts, and the empirical results are provided with conclusions. (Prepared for presentation at the Research Department, Central Bank of Barbados annual review Seminar, July 14-15, 1995)