TY - JOUR AU - Keller,Wolfgang AU - Yeaple,Stephen R. TI - The Gravity of Knowledge JF - National Bureau of Economic Research Working Paper Series VL - No. 15509 PY - 2009 Y2 - November 2009 UR - http://www.nber.org/papers/w15509 L1 - http://www.nber.org/papers/w15509.pdf N1 - Author contact info: Wolfgang Keller Department of Economics University of Colorado-Boulder Boulder, CO 80309-0256 Tel: 303/735 5507 Fax: 303/492 8960 E-Mail: Wolfgang.Keller@colorado.edu Stephen Yeaple Department of Economics The Pennsylvania State University 520 Kern Building University Park, PA 16802-3306 Tel: 8148655452 E-Mail: sry3@psu.edu AB - How large are spatial barriers to transferring knowledge? We analyze the international operations of multinational firms to answer this fundamental question. In our model firms can transfer bits of knowledge to their foreign affiliates in either embodied (traded intermediates) or disembodied form (direct communication). Knowledge transfer costs interact with the knowledge intensity of production to determine the geographic structure of multinationals' input sourcing as well as its competitiveness in foreign markets. The model shows how data on observable trade costs and features of multinationals' global operations reveal the size and nature of knowledge transfer costs. Our empirical analysis confirms the model's predictions using firm-level data, quantifies the aggregate implications of the model for the structure of multinationals' operations, and demonstrates that transfer costs shape the knowledge content of intra-firm trade flows. ER -