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How important is access to employment offices in Spain? An urban and non-urban perspective

Author

Listed:
  • Suárez Cano, Patricia

    (Applied Economics Department, Faculty of Economics and Business. University of Oviedo)

  • Mayor Fernández, Matías

    (Applied Economics Department, Faculty of Economics and Business. University of Oviedo)

  • Cueto Iglesias, Begoña

    (Applied Economics Department, Faculty of Economics and Business. University of Oviedo)

Abstract

The aim of this paper is to analyze the effect of the accessibility to employment offices on local unemployment rates according to the distribution of three different types of municipalities: large urban, small urban and non-urban. We built a new accessibility measure taking into account the number of employment offices together with the distance and size of their catchment area. We propose an empirical model with spatial regimes that allows including simultaneously spatial heterogeneity and spatial autocorrelation. The results suggest that the accessibility to employment offices is especially important in non-urban areas where employment opportunities are limited. Employment services are important because bridge the gap between unemployed workers and employers where job opportunities are unclear.

Suggested Citation

  • Suárez Cano, Patricia & Mayor Fernández, Matías & Cueto Iglesias, Begoña, 2011. "How important is access to employment offices in Spain? An urban and non-urban perspective," INVESTIGACIONES REGIONALES - Journal of REGIONAL RESEARCH, Asociación Española de Ciencia Regional, issue 21, pages 119-140.
  • Handle: RePEc:ris:invreg:0034
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    References listed on IDEAS

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    1. Esteban Fernández-Vázquez & Matías Mayor-Fernández & Jorge Rodríguez-Vález, 2009. "Estimating Spatial Autoregressive Models by GME-GCE Techniques," International Regional Science Review, , vol. 32(2), pages 148-172, April.
    2. Florax, Raymond J. G. M. & Folmer, Hendrik & Rey, Sergio J., 2003. "Specification searches in spatial econometrics: the relevance of Hendry's methodology," Regional Science and Urban Economics, Elsevier, vol. 33(5), pages 557-579, September.
    3. Kelejian, Harry H. & Prucha, Ingmar R., 2010. "Specification and estimation of spatial autoregressive models with autoregressive and heteroskedastic disturbances," Journal of Econometrics, Elsevier, vol. 157(1), pages 53-67, July.
    4. E Talen & L Anselin, 1998. "Assessing Spatial Equity: An Evaluation of Measures of Accessibility to Public Playgrounds," Environment and Planning A, , vol. 30(4), pages 595-613, April.
    5. Enrique López-Bazo & Tomás del Barrio & Manuel Artis, 2002. "The regional distribution of Spanish unemployment: A spatial analysis," Papers in Regional Science, Springer;Regional Science Association International, vol. 81(3), pages 365-389.
    6. Anselin, Luc & Bera, Anil K. & Florax, Raymond & Yoon, Mann J., 1996. "Simple diagnostic tests for spatial dependence," Regional Science and Urban Economics, Elsevier, vol. 26(1), pages 77-104, February.
    7. Florax, Raymond J. G. M. & Voortman, Roelf L. & Brouwer, Joost, 2002. "Spatial dimensions of precision agriculture: a spatial econometric analysis of millet yield on Sahelian coversands," Agricultural Economics, Blackwell, vol. 27(3), pages 425-443, November.
    8. Hagen, Tobias, 2003. "Three Approaches to the Evaluation of Active Labour Market Policy in East Germany Using Regional Data," ZEW Discussion Papers 03-27, ZEW - Leibniz Centre for European Economic Research.
    9. Olga Alonso-Villar & Coral Del R�o, 2008. "Geographical Concentration of Unemployment: A Male-Female Comparison in Spain," Regional Studies, Taylor & Francis Journals, vol. 42(3), pages 401-412, April.
    10. Ihlanfeldt, Keith R., 1997. "Information on the Spatial Distribution of Job Opportunities within Metropolitan Areas," Journal of Urban Economics, Elsevier, vol. 41(2), pages 218-242, March.
    11. Lin, Xu & Lee, Lung-fei, 2010. "GMM estimation of spatial autoregressive models with unknown heteroskedasticity," Journal of Econometrics, Elsevier, vol. 157(1), pages 34-52, July.
    12. Détang-Dessendre, Cécile & Gaigné, Carl, 2009. "Unemployment duration, city size, and the tightness of the labor market," Regional Science and Urban Economics, Elsevier, vol. 39(3), pages 266-276, May.
    13. George Sheldon, 2003. "The Efficiency of Public Employment Services: A Nonparametric Matching Function Analysis for Switzerland," Journal of Productivity Analysis, Springer, vol. 20(1), pages 49-70, July.
    14. Fertig, Michael & Schmidt, Christoph M. & Schneider, Hilmar, 2006. "Active labor market policy in Germany--Is there a successful policy strategy?," Regional Science and Urban Economics, Elsevier, vol. 36(3), pages 399-430, May.
    15. Pascale Joassart-Marcelli & Alberto Giordano, 2006. "Does local access to employment services reduce unemployment? A GIS analysis of One-Stop Career Centers," Policy Sciences, Springer;Society of Policy Sciences, vol. 39(4), pages 335-359, December.
    16. Jesús Mur & Fernando López & Ana Angulo, 2009. "Testing the hypothesis of stability in spatial econometric models," Papers in Regional Science, Wiley Blackwell, vol. 88(2), pages 409-444, June.
    17. Ramajo, Julián & Márquez, Miguel A. & Hewings, Geoffrey J.D. & Salinas, María M., 2008. "Spatial heterogeneity and interregional spillovers in the European Union: Do cohesion policies encourage convergence across regions?," European Economic Review, Elsevier, vol. 52(3), pages 551-567, April.
    18. Irani Arraiz & David M. Drukker & Harry H. Kelejian & Ingmar R. Prucha, 2010. "A Spatial Cliff‐Ord‐Type Model With Heteroskedastic Innovations: Small And Large Sample Results," Journal of Regional Science, Wiley Blackwell, vol. 50(2), pages 592-614, May.
    19. Kelejian, Harry H & Prucha, Ingmar R, 1999. "A Generalized Moments Estimator for the Autoregressive Parameter in a Spatial Model," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 40(2), pages 509-533, May.
    20. Gutiérrez-i-Puigarnau, Eva & van Ommeren, Jos N., 2010. "Labour supply and commuting," Journal of Urban Economics, Elsevier, vol. 68(1), pages 82-89, July.
    21. James LeSage & R. Kelley Pace, 2010. "Spatial Econometrics," Book Chapters, in: Web Book of Regional Science, Regional Research Institute, West Virginia University.
    22. Eleonora Patacchini & Yves Zenou, 2007. "Spatial dependence in local unemployment rates," Journal of Economic Geography, Oxford University Press, vol. 7(2), pages 169-191, March.
    23. Mur, Jesús & Angulo, Ana, 2009. "Model selection strategies in a spatial setting: Some additional results," Regional Science and Urban Economics, Elsevier, vol. 39(2), pages 200-213, March.
    24. Olga Alonso-Villar & Coral del Río & Luis Toharia, 2009. "Un análisis espacial del desempleo por municipios," Revista de Economia Aplicada, Universidad de Zaragoza, Departamento de Estructura Economica y Economia Publica, vol. 17(1), pages 47-80, Spring.
    25. J Bröcker, 1989. "How to Eliminate Certain Defects of the Potential Formula," Environment and Planning A, , vol. 21(6), pages 817-830, June.
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    Cited by:

    1. Suárez Cano, Patricia & Mayor Fernández, Matías & Cueto Iglesias, Begoña, 2012. "La eficiencia de los servicios públicos de empleo en España en un escenario descentralizado: un análisis desde la perspectiva de la oferta/Efficiency of Public Employment Services in Spain in a Decent," Estudios de Economia Aplicada, Estudios de Economia Aplicada, vol. 30, pages 757(22)-757, Agosto.

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    More about this item

    Keywords

    Accessibility; employment services; spatial autocorrelation; spatial heterogeneity; spatial regimes;
    All these keywords.

    JEL classification:

    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • J68 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Public Policy
    • R12 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Size and Spatial Distributions of Regional Economic Activity; Interregional Trade (economic geography)

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