Path dependence in economic processes: implications for policy analysis in dynamical system contexts

doi:10.1017/CBO9780511492297.006

6 - Path dependence in economic processes: implications for policy analysis in dynamical system contexts

Published online by Cambridge University Press: 22 September 2009

Paul A. David

Edited by

Kurt Dopfer

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Paul A. David: Affiliation:
Professor of Economics, Stanford University, Stanford, California, United States, and at the University of Oxford, All Souls College, Oxford, United Kingdom
Kurt Dopfer: Affiliation:
Universität St Gallen, Switzerland

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Summary

Introduction: credo and context

I believe that the future of economics as an intellectually exciting discipline lies in its becoming an historical social science. Much of my work as an economic historian has sought to convey a strong sense of how ‘history matters’ in economic affairs by undertaking applied studies, focused on the behaviour of stochastic processes at either the micro- or the macroeconomic level, in which the proximate and eventual outcomes could be said to be path-dependent. By the term ‘path-dependent’ I mean that the process is non-ergodic: a dynamical system possessing this property cannot shake off the effects of past events, and, consequently, its asymptotic distribution (describing the limiting outcomes towards which it tends) evolves as a function of its own history.

Although path dependence will be found where a dynamic resource allocation process is not described by a first-order Markov chain, it can be encountered also in some stochastic systems where the transition probabilities are strictly state-dependent (first-order Markovian) – namely, in those systems where a multiplicity of absorbing states exists. Under such conditions, small events of a random character – especially those occurring early on the path – are likely to figure significantly in ‘selecting’ one or other among the set of stable equilibria, or ‘attractors’, for the system. Although the nature of the specific selecting events themselves may elude prediction, it does not follow that the particular equilibrium configuration – among the multiplicity that are available ex ante – remain unpredictable.

Type: Chapter
Information: The Evolutionary Foundations of Economics , pp. 149 - 194

DOI: https://doi.org/10.1017/CBO9780511492297.006 [Opens in a new window]

Publisher: Cambridge University Press

Print publication year: 2005

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References

Abreu, D., Pearce, D. and Stacchetti, E. (1986), ‘Optimal cartel equilibria with imperfect monitoring’, Journal of Economic Theory 39(1): 251–69CrossRef Google Scholar

Arrow, K. J. (1974), The Limits of Organization, New York: Norton

Arrow, K. J., and F. Hahn (1971), General Competitive Analysis, Edinburgh: Oliver & Boyd

Arthur, W. B. (1988), ‘Self-reinforcing mechanisms in economics’, in P. W. Anderson, K. J. Arrow and D. Pines (eds.), The Economy as an Evolving Complex System, Santa Fe Institute Studies in the Sciences of Complexity, Reading, MA: Addison-Wesley

Arthur, W. B. (1989), ‘Competing technologies, increasing returns and lock-in by historical events’, Economic Journal 394: 116–31CrossRef Google Scholar

Arthur, W. B., Y. M. Ermoliev and Y. M. Kaniovski (1987), ‘Strong laws for a class of path-dependent urn processes’, in V. Arkin, A. Shiryayev and R. Wets (eds.), Proceedings of the International Conference on Stochastic Optimization, Kiev, 1984, Lecture Notes in Control and Information Sciences no. 81, Berlin: Springer-Verlag, 287–300

Atkinson, A. B., and Stiglitz, J. E. (1969), ‘A new view of technical change’, Economic Journal 315: 573–78CrossRef Google Scholar

Bramson, M., and Griffeath, D. (1979), ‘Renormalizing the 3-dimensional voter model’, Annals of Probability 7: 418–32CrossRef Google Scholar

Clifford, P., and Sudbury, A. (1973), ‘A model for spatial conflict’, Biometrika 60: 581–88CrossRef Google Scholar

Cowan, R. W. (1990), ‘Nuclear power reactors: a study in technological lock-in’, Journal of Economic History 50(September): 541–68CrossRef Google Scholar

Cowan, R. W. (1991), Sprayed to Death: On the Lock-in of an Inferior Pest Control Strategy, Research Report no. 91–23, C. V. Starr Center for Applied Economics Research

Cowan, R. W., and M. J. Rizzo (1991), The Genetic-Causal Moment in Economic Theory, Research Report no. 91–13, C. V. Starr Center for Applied Economics Research

Crick, F. (1988), What Mad Pursuit: A Personal View of Scientific Discovery, New York: Basic Books

Cusumano, M. A., Y. Mylonadis and R. S. Rosenbloom (1990), Strategic Maneuvering and Mass-Market Dynamics: The Triumph of VHS over Beta, Consortium on Competitiveness and Cooperation Working Paper no. 90–5, Center for Research in Management, University of California, Berkeley

David, P. A. (1975), Technical Choice, Innovation and Economic Growth: Essays on American and British Experience in the Nineteenth Century, Cambridge: Cambridge University Press

David, P. A. (1985), ‘Clio and the economics of QWERTY’, American Economic Review 75(2): 332–37Google Scholar

David, P. A. (1986a), ‘La moissonneuse et le robot: la diffusion des innovations fondées sur la micro-électronique’, in J.-J. Salomon and G. Schmeder (eds.), Les Enjeux du Changement Technologique, Paris: Economica, chap. 5

David, P. A. (1986b), ‘Understanding the economics of QWERTY: the necessity of history’, in W. N. Parker (ed.), Economic History and the Modern Economist, Oxford: Basil Blackwell, chap. 4

David, P. A. (1987), ‘Some new standards for the economics of standardization in the information age’, in P. Dasgupta and P. L. Stoneman (eds.), Economic Policy and Technology Performance, Cambridge: Cambridge University Press, chap. 8

David, P. A. (1988), Path-Dependence: Putting the Past into the Future of Economics, Technical Report no. 533, Institute for Mathematical Studies in the Social Sciences, Stanford University

David, P. A. (1989a), Information Technology, Social Communication Norms and the State: A Public Goods Conundrum, paper presented at the Centre de Recherche en Epistémologie Appliquée conference on standards, norms and conventions, 27–29 March, Ecole Polytechnique, Paris

David, P. A. (1989b), A Paradigm for Historical Economics: Path-Dependence and Predictability in Dynamic Systems with Local Network Externalities, paper presented at the second meeting of the International Cliometrics Society, 27–29 June, Santander, Spain [reproduced in the Proceedings of the Second ICS Meetings]

David, P. A. (1991), ‘The hero and the herd in technological history: reflections on Thomas Edison and the battle of the systems’, in P. Higgonet, D. S. Landes and H. Rosovsky (eds.), Favorites of Fortune: Technology, Growth, and Economic Development Since the Industrial Revolution, Cambridge, MA: Harvard University Press, chap. 2

David, P. A. (1994a), ‘Les standards des technologies de l'information, les normes de communication et l'Etat: un problème de biens publics’, in A. Orléan (ed.), L'Analyse Economique des Conventions, Paris: Presses Universitaires de France, 219–48

David, P. A. (1994b), ‘Why are institutions the “carriers of history”? Path dependence and the evolution of conventions, organizations and institutions’, Structural Change and Economic Dynamics 5(2): 205–20CrossRef Google Scholar

David, P. A. (1994c), ‘The reaper and the robot: the adoption of labour-saving machinery in the past and future’, in F. M. L. Thompson (ed.), Landowners, Capitalists and Entrepreneurs: Essays for Sir John Habakkuk, Oxford: Clarendon Press, 275–305

David, P. A. (2001), ‘Path dependence, its critics and the quest for historical economics’, in P. Garrouste and S. Ioannides (eds.), Evolution and Path Dependence in Economic Ideas: Past and Present, Cheltenham: Edward Elgar, 15–40. [Also available as Working Paper 00–011 from http:www.econ.stanford.edu/faculty/workp/]

David, P. A., and Bunn, J. A. (1988), ‘The economics of gateway technologies and network evolution: lessons from electricity supply history’, Information Economics and Policy 3: 165–202CrossRef Google Scholar

David, P. A., D. Foray and J.-M. Dalle (1998), ‘Marshallian externalities and the emergence and spatial stability of technological enclaves’, Economics of Innovation and New Technology (Special Issue on Economics of Localized Technical Change, ed. C. Antonelli), 6(2–3): 147–82

David, P. A., and Greenstein, S. (1990), ‘The economics of compatibility standards: an introduction to recent research’, Economics of Innovation and New Technologies, 1(1–2): 3–41CrossRef Google Scholar

David, P. A., and W. C. Sanderson (1986), ‘Rudimentary contraceptive methods and the American transition to marital fertility control’, in S. L. Engerman and R. E. Gallman (eds.), Long-Term Factors in American Economic Growth, Chicago: University of Chicago Press (for the National Bureau of Economic Research), 307–90

David, P. A., and Shurmer, M. (1996), ‘Formal standards-setting for global telecommunications and information services’, Telecommunications Policy 20(10): 789–815CrossRef Google Scholar

David, P. A., and Steinmueller, W. E. (1990), ‘The ISDN bandwagon is coming – but who will be there to climb aboard? Quandaries in the economics of data communication networks’, Economics of Innovation and New Technology, 1(1–2): 43–62CrossRef Google Scholar

Diamond, P. A. (1982), ‘Aggregate demand management in search equilibrium’, Journal of Political Economy 90(5): 881–89CrossRef Google Scholar

Diamond, P. A. (1984), A Search-Equilibrium Approach to the Micro Foundations of Macroeconomics: The Wicksell Lectures 1982, Cambridge, MA: MIT Press

Durlauf, S. N. (1990), Locally Interacting Systems, Coordination Failure, and the Behavior of Aggregate Activity, Technical Paper no. 194, Center for Economic Policy Research, Stanford University

Durlauf, S. N. (1993), ‘Nonergodic economic growth’, Review of Economic Studies, 60: 349–66CrossRef Google Scholar

Elster, J. (1989), ‘Social norms and economic theory’, Journal of Economic Perspectives, 3(4): 99–118CrossRef Google Scholar

Farrell, J., and Saloner, G. (1986), ‘Installed base and compatibility: innovation, product preannouncements, and predation’, American Economic Review 76(5): 940–55Google Scholar

Feller, W. (1969), An Introduction to Probability Theory and Its Applications, 3rd edn., New York: Wiley

Festinger, L. (1957), A Theory of Cognitive Dissonance, Stanford, CA: Stanford University Press

Fisher, F. M. (1983), The Disequilibrium Foundations of Equilibrium Economics, New York: Cambridge University Press

Fuchs, V. R. (1985), A Note on Prices, Preferences, and Behavior, Memorandum, National Bureau of Economic Research, Stanford, CA

Granovetter, M. (1978), ‘Threshold models of collective behavior’, American Journal of Sociology 83: 1420–43CrossRef Google Scholar

Granovetter, M. (1985), ‘Economic action and social structure: the problem of embeddedness’, American Journal of Sociology 51: 481–510CrossRef Google Scholar

Green, E. J., and Porter, R. H. (1984), ‘Noncooperative collusion under imperfect price information’, Econometrica 52(1): 87–100CrossRef Google Scholar

Greenstein, S. (1988), Computer Systems, Switching Costs and Organization Responses: The Federal Government Experience, Technology and Productivity Workshop paper, Economics Department, Stanford University, CA.

Griffeath, D. (1979), Additive and Cancellative Interacting Particle Systems, Lecture Notes in Mathematics no. 24, New York: Springer-Verlag

Griffiths, R. B. (1964), ‘Peierls’ proof of spontaneous magnetization in a two-dimensional Ising ferromagnet’, Physics Review 136: A437–A439CrossRef Google Scholar

Haken, H. (1983), Synergetics, An Introduction, 3rd edn., Berlin: Springer-Verlag

Haltiwanger, J., and Waldman, M. (1985), ‘Rational expectations and the limits of rationality: an analysis of heterogeneity’, American Economic Review 75(6): 326–40Google Scholar

Haltiwanger, J., and M. Waldman (1988), Responders vs. Nonresponders: A New Perspective on Heterogeneity, working paper, Department of Economics, University of California – Los Angeles

Harris, T. E. (1978), ‘Additive set-valued Markov processes and percolation methods’, Annals of Probability 6: 355–78CrossRef Google Scholar

Heller, W. (1986), Coordination Failure with Complete Markets in a Simple Model of Effective Demand, Discussion Paper no. 84-16, Department of Economics, University of California, San Diego

Holley, R., and Liggett, T. M. (1975), ‘Ergodic theorems for weakly interacting systems and the voter model’, Annals of Probability 3: 643–63CrossRef Google Scholar

Howitt, P. (1985), ‘Transactions costs in the theory of unemployment’, American Economic Review 75: 88–100Google Scholar

Ising, E. (1924), ‘Beitrag zur Theories des Ferrogmagnetismus’, Z. Phys. 31: 253–58CrossRef Google Scholar

James, J. A., and Skinner, J. S. (1985), ‘The resolution of the labor-scarcity paradox’, Journal of Economic History 45(3): 513–40CrossRef Google Scholar

Jones, S. R. G. (1984), The Economics of Conformism, Oxford: Basil Blackwell

Katz, M. L., and Shapiro, C. (1986), ‘Technology adoption in the presence of network externalities’, Journal of Political Economy 94(4): 822–41CrossRef Google Scholar

Kinderman, R. P., and J. L. Snell (1980a), Markov Random Fields and their Applications, Contemporary Mathematics, vol. 1, Providence, RI: American Mathematical Society

Kinderman, R. P., and Snell, J. L. (1980b), ‘On the relation between Markov random fields and social networks’, Journal of Mathematical Sociology 7: 1–13CrossRef Google Scholar

Kreps, D. M., Milgrom, P., Roberts, J. and Wilson, R. (1982), ‘Rational cooperation in the finitely repeated prisoners’ dilemma’, Journal of Economic Theory 27: 245–52CrossRef Google Scholar

Kreps, D. M., and A. M. Spence (1985), ‘Modelling the role of history in industrial organization and competition’, in G. R. Feiwel (ed.), Issues in Contemporary Microeconomics and Welfare, London: Macmillan, chap. 10CrossRef

Kuran, T. (1987), ‘Preference falsification, policy continuity and collective conservatism’, Economic Journal 387: 642–55CrossRef Google Scholar

Kuran, T. (1988), ‘The tenacious past: theories of personal and collective conservatism’, Journal of Economic Behavior and Organization 10(2): 143–71CrossRef Google Scholar

Kurz, M. (ed.) (1996), ‘Rational beliefs and endogenous uncertainty: a symposium’, Economic Theory 8(3)

Kurz, M. (1997), Endogenous Economic Fluctuations: Studies in the Theory of Rational Beliefs, Berlin: Springer-Verlag

Lewis, D. K. (1969), Convention: A Philosophical Study, Cambridge, MA: Harvard University Press

Liebowitz, S. J., and Margolis, S. E. (1990), ‘The fable of the keys’, Journal of Law and Economics 33: 1–25CrossRef Google Scholar

Liggett, T. M. (1980), ‘Interacting Markov processes’, in W. Jager, H. Rost and P. Tautu (eds.), Biological Growth and Spread, Lecture Notes in Biomathematics, vol. 38, New York: Springer-Verlag, 145–56CrossRef

Liggett, T. M. (1985), Interacting Particle Systems, New York: Springer-Verlag

Menger, C. (1883), Untersuchungen über die Methode der Sozialwissenschaften und der politischen Ökonomie insbesondere, Tübingen: Mohr. [Translated by F. J. Nock (1963), Problems of Economics and Sociology, Urbana, IL: University of Illinois Press]

Murrell, P. (1983), ‘The economics of sharing: a transactions cost analysis of contractual choice in farming’, Bell Journal 14: 283–93CrossRef Google Scholar

Peierls, R. E. (1936), ‘On Ising's ferromagnet model’, Proceedings of the Cambridge Philosophical Society 32: 477–81CrossRef Google Scholar

Prigogine, I. (1980), From Being to Becoming: Time and Complexity in the Physical Sciences, New York: Freeman

Prigogine, I., and I. Stengers (1984), Order Out of Chaos: Man's New Dialogue with Nature, Boulder, CO: New Science Library

Puffert, D. J. (1991), The Economics of Spatial Network Externalities and the Dynamics of Railway Gauge Standardization, Ph.D. dissertation, Department of Economics, Stanford University

Puffert, D. J. (2002), ‘Path dependence in spatial networks: the standardization of railway track gauge’, Explorations in Economic History 39: 282–314CrossRef Google Scholar

Romer, D. (1984), ‘The theory of social custom: a modification and some extensions’, Quarterly Journal of Economics 98: 717–27CrossRef Google Scholar

Rosenberg, N. (1969), ‘The direction of technological change: inducement mechanisms and focusing devices’, Economic Development and Cultural Change, 18(1). [Reprinted as chapter 6 of Rosenberg (1976)]CrossRef Google Scholar

Rosenberg, N. (1976), Perspectives on Technology, Cambridge: Cambridge University Press

Schelling, T. C. (1960), The Strategy of Conflict, Cambridge, MA: Harvard University Press

Schelling, T. C. (1978), Micromotives and Macrobehavior, New York: Norton

Spitzer, F. (1970), ‘Interaction of Markov processes’, Advances in Mathematics 5: 246–90CrossRef Google Scholar

Stein, D. (ed.) (1989), Lectures in the Sciences of Complexity, vol. 1, Santa Fe Institute Studies in the Sciences of Complexity, Redwood City, CA: Addison-Wesley

Stiglitz, J. E. (1987), ‘Learning to learn, localized learning and technological progress’, in P. Dasgupta and P. L. Stoneman (eds.), Economic Policy and Technological Performance, Cambridge: Cambridge University Press, chap. 5

Sugden, R. (1989), ‘Spontaneous order’, Journal of Economic Perspectives 3(4): 85–98CrossRef Google Scholar

Sundstrom, W. A. (1988), Institutional Isomorphism: The Standardization of Rules and Contracts in Business Firms and other Institutions, working paper, Economics Department, Santa Clara University

Weidlich, W., and G. Haag (1983), Concepts and Models of a Quantitative Sociology, New York: Springer-Verlag

Wright, G. (1988), Historical Processes in Land Tenure and Labor Market Development, Summer Workshop paper, Institute for Mathematical Studies in the Social Sciences, Stanford University, CA.