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Hysteresis Effects in Economics – Different Methods for Describing Economic Path-dependence

Author

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  • Belke, Ansgar
  • Göcke, Matthias
  • Werner, Laura

Abstract

Relations between economic variables are often characterized by a situation where initial conditions and the past realizations of economic variables matter. I.e. past (transient) exogenous disturbances and past states of the economic system do have an influence on the current economic relations. Typical examples are the dynamics of (un)employment in business cycles and the dynamics of the nexus of exchange rate and exports. Since the standard characteristics of hysteresis apply - i.e. permanent effects of a temporary stimulus, resulting in path-dependent multiple equilibria - these economic phenomena are correctly titled as 'hysteresis'. Empirical research in economics is using different methods in order to capture path-dependent effects. First econometric approaches tried to describe these effects by simple timeseries processes with unit- (or zero)-root dynamics. However, since unit-root-dynamics are not related to genuine multiple equilibria but on the order of integration of the time series, these first attempts were expanded by more sophisticated time-series models integrating structural breaks, threshold-cointegration or non-linear autoregressive distributed lag-models. Another branch of empirical studies tries to keep closer to the original concept of the macroloop, trying to apply an explicit Mayergoyz/ Preisach aggregation procedure for heterogeneous firms - if microeconomic information is available based on panel-data - or by using simple algorithms analogous to mechanical-play in order to apply simple OLS-regression methods on a filtered/transformed input-output relation. In this paper, we give an overview of the implementation of hysteresis in economics, with an emphasis on two aspects: (1) the differentiation between micro- and macroeconomic hysteresis including an outline of an adequate aggregation procedure, and (2) different methods applied in econometrics in order to capture economic path-dependency empirically.

Suggested Citation

  • Belke, Ansgar & Göcke, Matthias & Werner, Laura, 2014. "Hysteresis Effects in Economics – Different Methods for Describing Economic Path-dependence," Ruhr Economic Papers 468, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
  • Handle: RePEc:zbw:rwirep:468
    DOI: 10.4419/86788528
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    Cited by:

    1. Belke, Ansgar & Kronen, Dominik, 2017. "Exchange rate bands of inaction and hysteresis in EU exports to the global economy: The role of uncertainty," Ruhr Economic Papers 695, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    2. O. V. Buklemishev, 2023. "“Structural Transformation” of the Russian Economy and Economic Policy," Studies on Russian Economic Development, Springer, vol. 34(4), pages 456-463, August.
    3. Ansgar Belke & Dominik Kronen, 2016. "Exchange rate bands of inaction and play-hysteresis in Greek exports to the Euro Area, the US and Turkey: sectoral evidence," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 43(2), pages 349-390, May.
    4. Matthias Goecke, 2019. "Economic Hysteresis with Multiple Inputs - A Simplified Treatment," Interdisciplinary Description of Complex Systems - scientific journal, Croatian Interdisciplinary Society Provider Homepage: http://indecs.eu, vol. 17(1-B), pages 98-113.
    5. Belke, Ansgar H. & Göcke, Matthias, 2019. "Interest Rate Hysteresis in Macroeconomic Investment under Uncertainty," IZA Discussion Papers 12566, Institute of Labor Economics (IZA).
    6. Jolita Adamonis & Matthias Göcke, 2019. "Modelling economic hysteresis losses caused by sunk adjustment costs," Journal of Post Keynesian Economics, Taylor & Francis Journals, vol. 42(2), pages 299-318, April.
    7. Mihai Mutascu & Scott W. Hegerty, 2023. "Predicting the contribution of artificial intelligence to unemployment rates: an artificial neural network approach," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 47(2), pages 400-416, June.
    8. Laura M. Werner, 2020. "Hysteresis losses in the Preisach framework," Empirical Economics, Springer, vol. 58(3), pages 1249-1278, March.
    9. Annie Tubadji & Peter Nijkamp & Vassilis Angelis, 2016. "Cultural hysteresis, entrepreneurship and economic crisisAn analysis of buffers to unemployment after economic shocks," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 9(1), pages 103-136.

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    More about this item

    Keywords

    play-hysteresis; modelling techniques; switching/spline regression; path-dependence;
    All these keywords.

    JEL classification:

    • C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation
    • C62 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Existence and Stability Conditions of Equilibrium

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