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Toward a more comprehensive shift‐share analysis: An illustration using regional data

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  • Claudia V. Montanía
  • Miguel A. Márquez
  • Teresa Fernández‐Núñez
  • Geoffrey J. D. Hewings

Abstract

Shift‐share analysis has been extensively used to investigate the different drivers of changes in socioeconomic variables in both spatial and non‐spatial contexts. This paper presents a comprehensive shift‐share formulation that, by considering all the possible interactions between the geographical and sectoral variables that interplay in a non‐spatial context, accounts for the intrinsic conditions of the regions that could affect the regional changes when spatial influences are not detected. The proposed technique is illustrated by analyzing the growth of industrial gross value added in the Spanish provinces between 2015 and 2019. Our results show the relevance of the intrinsic effects: the advantages (disadvantages) of the industrial sector within each province and the regional dynamism are important factors to explain the industrial changes in the Spanish regions. These findings provide evidence for the use of the comprehensive shift‐share as a tool that contribute to the regional analysis by identifying the characteristics of vulnerable regions that require further attention to avoid or lessen the effects of low economic growth.

Suggested Citation

  • Claudia V. Montanía & Miguel A. Márquez & Teresa Fernández‐Núñez & Geoffrey J. D. Hewings, 2024. "Toward a more comprehensive shift‐share analysis: An illustration using regional data," Growth and Change, Wiley Blackwell, vol. 55(1), March.
    • Handle: RePEc:bla:growch:v:55:y:2024:i:1:n:e12693
    DOI: 10.1111/grow.12693
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    References listed on IDEAS

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    1. Miguel A. Márquez & Julián Ramajo & Geoffrey J. D. Hewings, 2009. "Incorporating Sectoral Structure into Shift–Share Analysis," Growth and Change, Wiley Blackwell, vol. 40(4), pages 594-618, December.
    2. Suahasil Nazara & Geoffrey J.D. Hewings, 2004. "Spatial Structure and Taxonomy of Decomposition in Shift‐Share Analysis," Growth and Change, Wiley Blackwell, vol. 35(4), pages 476-490, September.
    3. Roberta Capello & Silvia Cerisola, 2023. "Industrial transformations and regional inequalities in Europe," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 70(1), pages 15-28, February.
    4. Edgar S. Dunn, 1960. "A Statistical And Analytical Technique For Regional Analysis," Papers in Regional Science, Wiley Blackwell, vol. 6(1), pages 97-112, January.
    5. Matías Mayor & Ana Jesús López, 2009. "Spatial shift-share analysis versus spatial filtering: an application to Spanish employment data," Studies in Empirical Economics, in: Giuseppe Arbia & Badi H. Baltagi (ed.), Spatial Econometrics, pages 123-142, Springer.
    6. Matthias Firgo & Oliver Fritz, 2017. "Does having the right visitor mix do the job? Applying an econometric shift-share model to regional tourism developments," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 58(3), pages 469-490, May.
    7. Esteban, J., 2000. "Regional convergence in Europe and the industry mix: a shift-share analysis," Regional Science and Urban Economics, Elsevier, vol. 30(3), pages 353-364, May.
    8. Wolfgang Dauth & Jens Suedekum, 2016. "Globalization and local profiles of economic growth and industrial change," Journal of Economic Geography, Oxford University Press, vol. 16(5), pages 1007-1034.
    9. Kingsley E. Haynes & Mustafa Dinc, 1997. "Productivity Change in Manufacturing Regions: A Multifactor/Shift‐Share Approach," Growth and Change, Wiley Blackwell, vol. 28(2), pages 201-221, March.
    10. Miguel Blanco & Marcos Ferasso & Lydia Bares, 2021. "Evaluation of the Effects on Regional Production and Employment in Spain of the Renewable Energy Plan 2011–2020," Sustainability, MDPI, vol. 13(6), pages 1-14, March.
    11. Peter Wilson, 2000. "The export competitiveness of dynamic Asian economies 1983‐1995," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 27(6), pages 541-565, December.
    12. Colin Scarffe, 2021. "Measuring Canada's export performance in the United States using an unbiased shift‐share," Growth and Change, Wiley Blackwell, vol. 52(3), pages 1593-1607, September.
    13. Georgios Fotopoulos & Dimitris Kallioras & George Petrakos, 2010. "Spatial variations of Greek manufacturing employment growth: The effects of specialization and international trade," Papers in Regional Science, Wiley Blackwell, vol. 89(1), pages 109-133, March.
    14. Ruxu Sheng & Rong Zhou & Ying Zhang & Zidi Wang, 2021. "Green Investment Changes in China: A Shift-Share Analysis," IJERPH, MDPI, vol. 18(12), pages 1-15, June.
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