Skip to main content Accessibility help
×
Hostname: page-component-7479d7b7d-fwgfc Total loading time: 0 Render date: 2024-07-11T06:33:08.911Z Has data issue: false hasContentIssue false

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
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
Get access

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
Publisher: Cambridge University Press
Print publication year: 2005

Access options

Get access to the full version of this content by using one of the access options below. (Log in options will check for institutional or personal access. Content may require purchase if you do not have access.)

References

Abreu, D., Pearce, D. and Stacchetti, E. (1986), ‘Optimal cartel equilibria with imperfect monitoring’, Journal of Economic Theory 39(1): 251–69CrossRefGoogle 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: 116–31CrossRefGoogle 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: 573–78CrossRefGoogle Scholar
Bramson, M., and Griffeath, D. (1979), ‘Renormalizing the 3-dimensional voter model’, Annals of Probability 7: 418–32CrossRefGoogle Scholar
Clifford, P., and Sudbury, A. (1973), ‘A model for spatial conflict’, Biometrika 60: 581–88CrossRefGoogle Scholar
Cowan, R. W. (1990), ‘Nuclear power reactors: a study in technological lock-in’, Journal of Economic History 50(September): 541–68CrossRefGoogle 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): 205–20CrossRefGoogle 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: 165–202CrossRefGoogle 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): 3–41CrossRefGoogle 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): 789–815CrossRefGoogle 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): 43–62CrossRefGoogle Scholar
Diamond, P. A. (1982), ‘Aggregate demand management in search equilibrium’, Journal of Political Economy 90(5): 881–89CrossRefGoogle 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: 349–66CrossRefGoogle Scholar
Elster, J. (1989), ‘Social norms and economic theory’, Journal of Economic Perspectives, 3(4): 99–118CrossRefGoogle 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: 1420–43CrossRefGoogle Scholar
Granovetter, M. (1985), ‘Economic action and social structure: the problem of embeddedness’, American Journal of Sociology 51: 481–510CrossRefGoogle Scholar
Green, E. J., and Porter, R. H. (1984), ‘Noncooperative collusion under imperfect price information’, Econometrica 52(1): 87–100CrossRefGoogle 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–A439CrossRefGoogle 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: 355–78CrossRefGoogle 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: 643–63CrossRefGoogle 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: 253–58CrossRefGoogle Scholar
James, J. A., and Skinner, J. S. (1985), ‘The resolution of the labor-scarcity paradox’, Journal of Economic History 45(3): 513–40CrossRefGoogle 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): 822–41CrossRefGoogle 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: 1–13CrossRefGoogle 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: 245–52CrossRefGoogle 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: 642–55CrossRefGoogle Scholar
Kuran, T. (1988), ‘The tenacious past: theories of personal and collective conservatism’, Journal of Economic Behavior and Organization 10(2): 143–71CrossRefGoogle 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: 1–25CrossRefGoogle 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: 283–93CrossRefGoogle Scholar
Peierls, R. E. (1936), ‘On Ising's ferromagnet model’, Proceedings of the Cambridge Philosophical Society 32: 477–81CrossRefGoogle 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: 282–314CrossRefGoogle Scholar
Romer, D. (1984), ‘The theory of social custom: a modification and some extensions’, Quarterly Journal of Economics 98: 717–27CrossRefGoogle 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)]CrossRefGoogle 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: 246–90CrossRefGoogle 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): 85–98CrossRefGoogle 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.

Save book to Kindle

To save this book to your Kindle, first ensure coreplatform@cambridge.org is added to your Approved Personal Document E-mail List under your Personal Document Settings on the Manage Your Content and Devices page of your Amazon account. Then enter the ‘name’ part of your Kindle email address below. Find out more about saving to your Kindle.

Note you can select to save to either the @free.kindle.com or @kindle.com variations. ‘@free.kindle.com’ emails are free but can only be saved to your device when it is connected to wi-fi. ‘@kindle.com’ emails can be delivered even when you are not connected to wi-fi, but note that service fees apply.

Find out more about the Kindle Personal Document Service.

Available formats
×

Save book to Dropbox

To save content items to your account, please confirm that you agree to abide by our usage policies. If this is the first time you use this feature, you will be asked to authorise Cambridge Core to connect with your account. Find out more about saving content to Dropbox.

Available formats
×

Save book to Google Drive

To save content items to your account, please confirm that you agree to abide by our usage policies. If this is the first time you use this feature, you will be asked to authorise Cambridge Core to connect with your account. Find out more about saving content to Google Drive.

Available formats
×