An Analysis of Paths of Economic Development of Poland’s Regions

Authors

  • Jacek Batóg University of Szczecin, Faculty of Economics and Management
  • Krzysztof Dmytrów University of Szczecin, Faculty of Economics and Management

DOI:

https://doi.org/10.15678/ZNUEK.2016.0957.0903

Keywords:

regional development, similarity of time series, dynamic time warping, economic crisis

Abstract

The research consists of two stages. The first provides a comparative analysis of the level of economic development of Polish voivodships for the period 2000–2013. The second evaluates how similar the paths of economic development of individual regions are. To achieve the latter end, measures of the similarity of time series were applied, particularly dynamic time warping. The starting point for this method is to compute a matrix of costs containing the distances between all the elements of the time series to be analysed (pairwise). The optimum path between the starting and the final points may then be found. This path is characterised by the minimum value of the cumulated distances. The results evidence strong similarities in dynamics and high differences in the level of economic development of Polish voivodships and can be useful for the programming of regional policy, especially for determining whether the foundations for common programmes of the cohesion policy for given groups of regions exist.


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References

Batóg J. [2010], Konwergencja dochodowa w krajach Unii Europejskiej. Analiza ekonometryczna, Rozprawy i Studia, t. 780, Wydawnictwo Naukowe Uniwersytetu Szczecińskiego, Szczecin.

Berndt D.J., Clifford J. [1996], Finding Patterns in Time Series: A Dynamic Programming Approach [w:] Advances in Knowledge Discovery and Data Mining, red. U.M. Fayyad, G. Piatetsky-Shapiro, P. Smyth, R. Uthurusamy, AAAI Press, MIT Press, Menlo Park.

Demers F., Dupuis D. [2005], Forecasting Canadian GDP: Region-specific versus Countrywide Information, Bank of Canada Working Paper No. 2005-31, Bank of Canada, Ottawa.

Hellwig Z. [1981], Wielowymiarowa analiza porównawcza i jej zastosowanie w badaniach wielocechowych obiektów gospodarczych [w:] Metody i modele ekonomiczno-matematyczne w doskonaleniu zarządzania gospodarką socjalistyczną, red. W. Welfe, PWE, Warszawa.

Marcellino M., Stock J.H., Watson M.W. [2003], Macroeconomic Forecasting in the Euro Area: Country Specific versus Area-wide Information, „European Economic Review”, vol. 47, nr 1, https://doi.org/10.1016/s0014-2921(02)00206-4.

Prognozowanie gospodarcze. Metody i zastosowanie [2001], red. M. Cieślak, Wydawnictwo Naukowe PWN, Warszawa.

Sankoff D., Kruskal J. [1999], Time Warps, String Edits, and Macromolecules. The Theory and Practice of Sequence Comparison, CSLI Publications, Stanford.

Zellner A., Tobias J. [2000], A Note on Aggregation, Disaggregation and Forecasting Performance, „Journal of Forecasting”, vol. 19, nr 5, https://doi.org/10.1002/1099-131x(200009)19:5<457::aid-for761>3.3.co;2-y.

Published

2017-03-17

Issue

Section

Articles