Dynamics of knowledge accumulation in technology follower countries: A system dynamics approach

Abstract

In this paper the process of knowledge accumulation for a particular technology is studied. Two countries, say the technology follower and the technology frontier, are considered. The frontier’s knowledge growth is determined by its R&D efforts on the technology. The level of knowledge stock for the follower country is augmented by its R&D activities for the technology and absorbing some of the external knowledge through spillover from the frontier. The extent to which the follower is able to exploit the external knowledge depends on technological gap, absorptive capacity, absorption time and degree of spillover. New concepts such as natural and enhanced degree of spillover, background and innovative knowledge and absorption speed are introduced in the present work to deeply explore the process of knowledge spillover. The factors influencing the knowledge development in the long term are simultaneously studied in an integrated structure provided by the System Dynamics approach. This framework shows the responses to the changes and provides the basis for examining the interactions among the variables over time.

Keywords

Knowledge spillover / technology follower / absorptive capacity / absorption speed / knowledge complexity / system dynamics

References

[1] Aghion P., Howitt P.. A model of growth through creative destruction. Econometrica, Econometric Society, 1992, 60(2): 323-351.

[2] Aghion P., Howitt P.. Endogenous Growth Theory, 1998, Cambridge, Massachusetts: MIT Press

[3] Arrow K.J.. Nelson R.R.. Economic welfare and the allocation of resources for invention. The Rate and Direction of Inventive Activity, 1962, Princeton: Princeton University Press

[4] Bahn O., Kypreos S.. Incorporating different endogenous learning formulations in MERGE. International Journal of Global Energy Issues, 2003, 19(4): 333-358.

[5] Barreto L.. Technological learning in energy optimisation models and deployment of emerging technologies. PhD Dissertation, No 14151, 2001, Zurich: Swiss Federal Institute of Technology

[6] Bosetti V., Carraro C., Massetti E., Tavoni M.. International energy R&D spillovers and the economics of greenhouse gas atmospheric stabilization. Energy Economics, 2008, 30: 2912-2929.

[7] Caniëls M.C.J., Verspagen B.. Barriers to knowledge spillovers and regional convergence in an evolutionary model. Journal of Evolutionary Economics, 2001, 11: 307-329.

[8] Cohen W.M., Levinthal D.A.. Innovation and learning: the two faces of R&D. The Economic Journal, 1989, 99: 569-596.

[9] Cohen W.M., Levinthal D.A.. Absorptive capacity: a new perspective on learning and innovation. Administrative Science Quarterly, 1990, 35: 128-152.

[10] Criscuolo P., Narula R.. A novel approach to national technological accumulation and absorptive capacity: aggregating Cohen and Levinthal. The European Journal of Development Research, 2008, 20(1): 56-73.

[11] Daghfous A.. Absorptive capacity and the implementation of knowledge-intensive best practices. SAM Advanced Management Journal, 2004, 69(2): 21-27.

[12] De Feber, M., Seebregts, A. & Smekens, K. (2002). Learning in clusters, methodological issues and lock-out effects. In: International Energy Workshop (IEW), June 18–20, 2002, Stanford University

[13] Doring T., Schnellenbach J.. What do we know about geographical knowledge spillovers and regional growth? A survey of the literature. Regional Studies, 2006, 40(3): 375-395.

[14] Dreyfus, D. (2005). Industry cohesion & knowledge sharing: network based absorptive capacity. In: Sloan School of Management working paper series, MIT. Available via DIALOG. http://www.ocw.cn/OcwWeb/Sloan-School-of-Management/15-575Spring-2004/Projects/index.htm. Cited July 8, 2009

[15] Falvey R., Foster N., Greenaway D.. Relative backwardness, absorptive capacity and knowledge spillovers. Economics Letters, 2007, 97(3): 230-234.

[16] Furman J.L., Porter M.E., Stern S.. The determinants of national innovative capacity. Research Policy, 2002, 31: 899-933.

[17] Griffith R., Redding S., Van Reenen J.. R&D and absorptive capacity: theory and empirical evidence. Scandinavian Journal of Economics, 2003, 105(1): 99-118.

[18] Griffith R., Redding S., Van Reenen J.. Mapping the two faces of R&D: productivity growth in a panel of OECD industries. Review of Economics and Statistics, 2004, 86: 883-895.

[19] Griliches Z.. The search for R&D spillovers. Scandinavian Journal of Economics, 1992, 94: 29-47.

[20] Grossman G.M., Helpman E.. Endogenous innovation in the theory of growth. Journal of Economic Perspectives, 1994, 8(1): 23-44.

[21] Jaffe A.B., Traijtenberg M., Henderson R.. Geographic localisation of knowledge spillovers as evidence by patent citations. Quarterly Journal of Economics, 1993, 108: 577-598.

[22] Keller W.. Absorptive capacity: on the creation and acquisition of technology in development. Journal of Development Economics, 1996, 49: 199-227.

[23] Keller W.. International technology diffusion. Journal of Economic Literature, 2004, 42(3): 752-782.

[24] Kneller R.. Frontier technology, absorptive capacity and distance. Oxford Bulletin of Economics and Statistics, 2005, 67(1): 1-23.

[25] Kneller R., Stevens P.. Frontier technology and absorptive capacity: evidence from OECD manufacturing industries. Oxford Bulletin of Economics and Statistics, 2006, 68(1): 1-21.

[26] Kohler, J., Grubb, M., Popp, D. & Edenhofer, O. (2006). The transition to endogenous technical change in climate-economy models: a technical overview to the innovation modeling comparison project. The Energy Journal Special Issue: Endogenous Technological Change and the Economics of Atmospheric Stabilization, 17–55

[27] Leahy D., Neary J.P.. Absorptive capacity, R&D spillovers, and public policy. International Journal of Industrial Organization, 2007, 25: 1089-1108.

[28] Maurseth P., Verspagen B.. Knowledge-spillovers in Europe: a patent citation analysis. Scandinavian Journal of Economics, 2002, 104: 531-545.

[29] Mowery D., Oxley J.. Inward technology transfer and competitiveness: the role of national innovation systems. Cambridge Journal of Economics, 1995, 19: 67-93.

[30] Narula, R. (2004). Understanding absorptive capacities in an innovation systems context: consequences for economic and employment growth. MERIT-Infonomics Memorandum Series, 2004-003, Maastricht

[31] Romer P.. Endogenous technological change. Journal of Political Economy, 1990, 98: 71-102.

[32] Schmidt, T. (2005). What determines absorptive capacity. In: DRUID Tenth Anniversary Summer Conference on Dynamics of Industry and Innovation: Organisations, Networks and Systems

[33] Van Den Bosch, F.A.J., Van Wijk, R. & Volberda, H.W. (2003). Absorptive capacity: antecedents, models, and outcomes. Blackwell Handbook of Organizational Learning & Knowledge Management, 278–301

[34] Verspagen B.. A new empirical approach to catching up and falling behind. Structural Change and Economic Dynamics, 1991, 2: 359-380.

[35] Wamae, W. (2006). A technology acquisition model: the role of learning and innovation. UNU-MERIT Working Paper Series. Available via DIALOG. http://www.merit.unu.edu/publications/wppdf/2006/wp2006-022.pdf. Cited July 8, 2009

[36] Zahra S., George G.. Absorptive capacity: a review, reconceptualization and extension. Academy of Management Review, 2002, 27: 185-203.