IDEAS home Printed from https://ideas.repec.org/p/pra/mprapa/96144.html
   My bibliography  Save this paper

Stochastic Structural Change

Author

Listed:
  • Rubini, Loris
  • Moro, Alessio

Abstract

We propose a tractable algorithm to solve stochastic growth models of structural change. Under general conditions, structural change implies an unbalanced growth path. This property prevents the use of local solution techniques when uncertainty is introduced, and requires the adoption of global methods. Our algorithm relies on the Parameterized Expectations Approximation and we apply it to a stochastic version of a three-sector structural transformation growth model with Stone-Geary preferences. We use the calibrated solution to show that in this class of models there exists a tension between the long- and the short-run properties of the economy. This tension is due to the non-homothetic components of the various types of consumption, which are needed to fit long-run structural change, but imply a counterfactually high volatility of services, and counterfactually low volatilities of manufacturing and agriculture in the short-run.

Suggested Citation

  • Rubini, Loris & Moro, Alessio, 2019. "Stochastic Structural Change," MPRA Paper 96144, University Library of Munich, Germany.
    • Handle: RePEc:pra:mprapa:96144
    as

    Download full text from publisher

    File URL: https://mpra.ub.uni-muenchen.de/96144/1/MPRA_paper_96144.pdf
    File Function: original version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Jose Maria Da Rocha & Diego Restuccia, 2006. "The Role of Agriculture in Aggregate Business Cycles," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 9(3), pages 455-482, July.
    2. Margarida Duarte & Diego Restuccia, 2010. "The Role of the Structural Transformation in Aggregate Productivity," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(1), pages 129-173.
    3. Alessio Moro, 2012. "The Structural Transformation Between Manufacturing and Services and the Decline in the US GDP Volatility," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 15(3), pages 402-415, July.
    4. Vasco Carvalho & Xavier Gabaix, 2013. "The Great Diversification and Its Undoing," American Economic Review, American Economic Association, vol. 103(5), pages 1697-1727, August.
    5. Miguel León-Ledesma & Alessio Moro, 2020. "The Rise of Services and Balanced Growth in Theory and Data," American Economic Journal: Macroeconomics, American Economic Association, vol. 12(4), pages 109-146, October.
    6. Francisco J. Buera & Joseph P. Kaboski, 2009. "Can Traditional Theories of Structural Change Fit The Data?," Journal of the European Economic Association, MIT Press, vol. 7(2-3), pages 469-477, 04-05.
    7. Timo Boppart, 2014. "Structural Change and the Kaldor Facts in a Growth Model With Relative Price Effects and Non‐Gorman Preferences," Econometrica, Econometric Society, vol. 82, pages 2167-2196, November.
    8. Diego Comin & Danial Lashkari & Martí Mestieri, 2021. "Structural Change With Long‐Run Income and Price Effects," Econometrica, Econometric Society, vol. 89(1), pages 311-374, January.
    9. Albert Marcet & David A. Marshall, 1994. "Solving nonlinear rational expectations models by parameterized expectations: convergence to stationary solutions," Discussion Paper / Institute for Empirical Macroeconomics 91, Federal Reserve Bank of Minneapolis.
    10. L. Rachel Ngai & Christopher A. Pissarides, 2007. "Structural Change in a Multisector Model of Growth," American Economic Review, American Economic Association, vol. 97(1), pages 429-443, March.
    11. Georg Duernecker & Berthold Herrendorf, 2022. "Structural Transformation of Occupation Employment," Economica, London School of Economics and Political Science, vol. 89(356), pages 789-814, October.
    12. Herrendorf, Berthold & Rogerson, Richard & Valentinyi, Ákos, 2014. "Growth and Structural Transformation," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 2, chapter 6, pages 855-941, Elsevier.
    13. Albert Marcet & Guido Lorenzoni, 1998. "Parameterized expectations approach; Some practical issues," Economics Working Papers 296, Department of Economics and Business, Universitat Pompeu Fabra.
    14. den Haan, Wouter J & Marcet, Albert, 1990. "Solving the Stochastic Growth Model by Parameterizing Expectations," Journal of Business & Economic Statistics, American Statistical Association, vol. 8(1), pages 31-34, January.
    15. Kenneth L. Judd & Lilia Maliar & Serguei Maliar & Inna Tsener, 2017. "How to solve dynamic stochastic models computing expectations just once," Quantitative Economics, Econometric Society, vol. 8(3), pages 851-893, November.
    16. Dmytro Kylymnyuk & Lilia Maliar & Serguei Maliar, 2007. "A model of unbalanced sectorial growth with application to transition economies," Economic Change and Restructuring, Springer, vol. 40(4), pages 309-325, December.
    17. Berthold Herrendorf & Richard Rogerson & ?kos Valentinyi, 2013. "Two Perspectives on Preferences and Structural Transformation," American Economic Review, American Economic Association, vol. 103(7), pages 2752-2789, December.
    18. Valentinyi, Akos & Herrendorf, Berthold & Duernecker, Georg, 2017. "Structural Change within the Service Sector and the Future of Baumol's Disease," CEPR Discussion Papers 12467, C.E.P.R. Discussion Papers.
    19. Wen Yao & Xiaodong Zhu, 2018. "Structural Change and Aggregate Employment Fluctuations in China and the US," Working Papers tecipa-600, University of Toronto, Department of Economics.
    20. Alessio Moro, 2015. "Structural Change, Growth, and Volatility," American Economic Journal: Macroeconomics, American Economic Association, vol. 7(3), pages 259-294, July.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Blanco, Cesar & Diz, Sebastian, 2021. "Optimal monetary policy with non-homothetic preferences," MPRA Paper 107427, University Library of Munich, Germany.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Sen, A., 2024. "Structural Change at a Disaggregated Level: Sectoral Heterogeneity Matters," Cambridge Working Papers in Economics 2415, Faculty of Economics, University of Cambridge.
    2. Moro, Alessio & Valdes, Carlo, 2019. "Stuctural transformation in general equilibrium," MERIT Working Papers 2019-049, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    3. Comunale, Mariarosaria & Felice, Giulia, 2022. "Trade and structural change: An empirical investigation," International Economics, Elsevier, vol. 171(C), pages 58-79.
    4. Herrendorf, Berthold & Rogerson, Richard & Valentinyi, Ákos, 2014. "Growth and Structural Transformation," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 2, chapter 6, pages 855-941, Elsevier.
    5. Fangzhi Wang & Hua Liao & Richard S. J. Tol, 2023. "Baumol's Climate Disease," Papers 2312.00160, arXiv.org.
    6. Margarida Duarte & Diego Restuccia, 2020. "Relative Prices and Sectoral Productivity," Journal of the European Economic Association, European Economic Association, vol. 18(3), pages 1400-1443.
    7. Gallipoli, Giovanni & Makridis, Christos A., 2018. "Structural transformation and the rise of information technology," Journal of Monetary Economics, Elsevier, vol. 97(C), pages 91-110.
    8. Diego Comin & Danial Lashkari & Martí Mestieri, 2021. "Structural Change With Long‐Run Income and Price Effects," Econometrica, Econometric Society, vol. 89(1), pages 311-374, January.
    9. Alessio Moro & Omar Rachedi, 2022. "The Changing Structure Of Government Consumption Spending," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 63(3), pages 1293-1323, August.
    10. Kjetil Storesletten & Bo Zhao & Fabrizio Zilibotti, 2019. "Business Cycle during Structural Change: Arthur Lewis' Theory from a Neoclassical Perspective," Cowles Foundation Discussion Papers 2191, Cowles Foundation for Research in Economics, Yale University.
    11. Buiatti, C. & Duarte, J. B. & Saenz, L. F., 2017. "Why is Europe Falling Behind? Structural Transformation and Services' Productivity Differences between Europe and the U.S," Cambridge Working Papers in Economics 1708, Faculty of Economics, University of Cambridge.
    12. Tomasz Swiecki, 2017. "Determinants of Structural Change," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 24, pages 95-131, March.
    13. Pengfei Zhang, 2018. "Endogenous sector-biased technical change and perpetual and transient structural change," Journal of Economics, Springer, vol. 123(3), pages 195-223, April.
    14. Marcolino, Marcos, 2022. "Accounting for structural transformation in the U.S," Journal of Macroeconomics, Elsevier, vol. 71(C).
    15. Paul Gaggl & Aspen Gorry & Christian vom Lehn, 2023. "Structural Change in Production Networks and Economic Growth," CESifo Working Paper Series 10460, CESifo.
    16. Mariarosaria Comunale & Giulia Felice, 2019. "An empirical investigation of the relationship between trade and structural change," Bank of Lithuania Working Paper Series 62, Bank of Lithuania.
    17. Storesletten, Kjetil & Zhao, Bo & Zilibotti, Fabrizio, 2020. "Business Cycle during Structural Change: Arthur Lewis’ Theory from a Neoclassical Perspective," CEPR Discussion Papers 14964, C.E.P.R. Discussion Papers.
    18. Wen Yao & Xiaodong Zhu, 2021. "Structural Change And Aggregate Employment Fluctuations In China," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 62(1), pages 65-100, February.
    19. Federico Huneeus & Richard Rogerson, 2020. "Heterogeneous Paths of Industrialization," Working Papers 2020-23, Princeton University. Economics Department..
    20. van Neuss, Leif, 2018. "Globalization and deindustrialization in advanced countries," Structural Change and Economic Dynamics, Elsevier, vol. 45(C), pages 49-63.

    More about this item

    Keywords

    Structural Change; Stochastic Growth; Parameterized Expectations Approximation.;
    All these keywords.

    JEL classification:

    • C63 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Computational Techniques
    • L16 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Industrial Organization and Macroeconomics; Macroeconomic Industrial Structure
    • O41 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - One, Two, and Multisector Growth Models

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:pra:mprapa:96144. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Joachim Winter (email available below). General contact details of provider: https://edirc.repec.org/data/vfmunde.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.