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Globalisation Effect Measure Via Hierarchical Dynamic Factor Modelling

Author

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  • Agne Reklaite

    (Vilnius University)

Abstract

In this paper the issue of globalisation and deteriorating precision of domestically oriented frameworks is addressed. A hypothesis that the effect of international trends on the growth of economy is increasing over time is formed. In order to validate this, a method of composing foreign series with local indicators in a hierarchical dynamic factor model is presented. The novelty of this approach is that globalisation effect is measured focusing on prediction rather than similarity. This way the measure presents the country's sensitivity to global shocks and reveals how much focal country's economy is intertwined with global economy. The application was performed on the basis of Lithuanian data and the hypothesis was validated. The results indicate that globalisation effect has an increasing effect over time.

Suggested Citation

  • Agne Reklaite, 2015. "Globalisation Effect Measure Via Hierarchical Dynamic Factor Modelling," Equilibrium. Quarterly Journal of Economics and Economic Policy, Institute of Economic Research, vol. 10(3), pages 139-149, September.
    • Handle: RePEc:pes:ierequ:v:10:y:2015:i:3:p:139-149
    DOI: 10.12775/EQUIL.2015.029
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    References listed on IDEAS

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    1. Cubadda, Gianluca & Guardabascio, Barbara & Hecq, Alain, 2013. "A general to specific approach for constructing composite business cycle indicators," Economic Modelling, Elsevier, vol. 33(C), pages 367-374.
    2. Drechsel, Katja & Scheufele, Rolf, 2010. "Should We Trust in Leading Indicators? Evidence from the Recent Recession," IWH Discussion Papers 10/2010, Halle Institute for Economic Research (IWH).
    3. Sergei Maslov, 2001. "Measures of globalization based on cross-correlations of world financial indices," Papers cond-mat/0103397, arXiv.org, revised Apr 2001.
    4. Ben Lockwood, 2004. "How Robust is the Kearney/Foreign Policy Globalisation Index?," The World Economy, Wiley Blackwell, vol. 27(4), pages 507-523, April.
    5. Dennis P. Quinn & A. Maria Toyoda, 2008. "Does Capital Account Liberalization Lead to Growth?," The Review of Financial Studies, Society for Financial Studies, vol. 21(3), pages 1403-1449, May.
    6. Maslov, Sergei, 2001. "Measures of globalization based on cross-correlations of world financial indices," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 301(1), pages 397-406.
    7. Yanjun Liu & Carl Gaudreault & Robert Lamy, "undated". "New Concident, Leading and Recession Indexes for the Canadian Economy: An Application of the Stock and Watson Methodology," Working Papers-Department of Finance Canada 2003-12, Department of Finance Canada.
    8. Axel Dreher, 2006. "Does globalization affect growth? Evidence from a new index of globalization," Applied Economics, Taylor & Francis Journals, vol. 38(10), pages 1091-1110.
    9. Fichtner, Ferdinand & Rüffer, Rasmus & Schnatz, Bernd, 2009. "Leading indicators in a globalised world," Working Paper Series 1125, European Central Bank.
    10. Shahdad Naghshpour & Bruno S. Sergi, 2009. "World trade indicators and a new approach to measure globalisation and countries' openness," International Journal of Trade and Global Markets, Inderscience Enterprises Ltd, vol. 2(1), pages 1-24.
    11. Agne Reklaite, 2011. "Coincident, leading and recession indexes for the Lithuanian economy," Baltic Journal of Economics, Baltic International Centre for Economic Policy Studies, vol. 11(1), pages 91-108, July.
    12. Stock, James H & Watson, Mark W, 2002. "Macroeconomic Forecasting Using Diffusion Indexes," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(2), pages 147-162, April.
    13. Heshmati Almas, 2006. "Measurement of a Multidimensional Index of Globalization," Global Economy Journal, De Gruyter, vol. 6(2), pages 1-30, May.
    14. José Villaverde & Adolfo Maza, 2011. "Globalisation, Growth and Convergence," The World Economy, Wiley Blackwell, vol. 34(6), pages 952-971, June.
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    Cited by:

    1. Shikha Gupta & Nand Kumar, 2022. "Globalization Versus Slowbalization: A Perspective on the Indian Economy," Journal of South Asian Development, , vol. 17(1), pages 84-107, April.
    2. Shikha Gupta & Nand Kumar, 2023. "Time varying dynamics of globalization effect in India," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 22(1), pages 81-97, January.
    3. Shikha Gupta & Nand Kumar, 2021. "Dynamics of globalization effect in India," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 42(6), pages 1394-1406, September.

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    More about this item

    Keywords

    leading indicator; hierarchical dynamic factor model; globalisation; economic growth;
    All these keywords.

    JEL classification:

    • C43 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Index Numbers and Aggregation
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • C10 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - General

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