IDEAS home Printed from https://ideas.repec.org/p/ekd/004912/5688.html
   My bibliography  Save this paper

Labour Market Segmentation, Clusters, Mobility And Unemployment Duration With Individual Microdata

Author

Listed:
  • Carlos Usabiaga
  • Pablo Álvarez de Toledo
  • Fernando Núñez

Abstract

This article proposes empirical tools to account for the role of heterogeneities in search and matching theories applied to labour economics, and shows an application to the Andalusian labour market which relies on individual microdata. Firstly, by considering that the labour market is segmented when workers of a specific group have greater probability of matching with specific job groups, we propose two empirical measures related to this idea: propensity to match, and segmentation in worker and job groups. Secondly, we use a clustering methodology, based on a similarity measure, to obtain a better overview of the structure of the labour market. Thirdly, we propose a measure of mobility based on our similarity measure, and estimate a regression model that relates mobility to worker and job characteristics and to the economic cycle. Finally, these tools are included in an unemployment duration model. The proposed methodology may be useful in labour intermediation by helping seekers to follow a ‘roadmap’ of successful paths. See above See above

Suggested Citation

  • Carlos Usabiaga & Pablo Álvarez de Toledo & Fernando Núñez, 2013. "Labour Market Segmentation, Clusters, Mobility And Unemployment Duration With Individual Microdata," EcoMod2013 5688, EcoMod.
  • Handle: RePEc:ekd:004912:5688
    as

    Download full text from publisher

    File URL: http://ecomod.net/system/files/Alvarez-N%C3%BA%C3%B1ez-Usabiaga.%202013.%20Ecomod.%20Paper.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Ronald Bachmann & Michael C. Burda, 2010. "Sectoral Transformation, Turbulence and Labor Market Dynamics in Germany," German Economic Review, Verein für Socialpolitik, vol. 11(1), pages 37-59, February.
    2. Brown, Alessio & Merkl, Christian & Snower, Dennis, 2015. "An Incentive Theory Of Matching," Macroeconomic Dynamics, Cambridge University Press, vol. 19(3), pages 643-668, April.
    3. Carrasco, Raquel & García Pérez, J. Ignacio, 2008. "Unemployment duration among immigrants and natives: unobserved heterogeneity in a multi-spell duration model," UC3M Working papers. Economics we086933, Universidad Carlos III de Madrid. Departamento de Economía.
    4. McCall, Brian P, 1990. "Occupational Matching: A Test of Sorts," Journal of Political Economy, University of Chicago Press, vol. 98(1), pages 45-69, February.
    5. Abraham, Katharine G & Katz, Lawrence F, 1986. "Cyclical Unemployment: Sectoral Shifts or Aggregate Disturbances?," Journal of Political Economy, University of Chicago Press, vol. 94(3), pages 507-522, June.
    6. Ronald Bachmann & Michael C. Burda, 2010. "Sectoral Transformation, Turbulence and Labor Market Dynamics in Germany," German Economic Review, Verein für Socialpolitik, vol. 11(1), pages 37-59, February.
    7. Guell, Maia & Hu, Luojia, 2006. "Estimating the probability of leaving unemployment using uncompleted spells from repeated cross-section data," Journal of Econometrics, Elsevier, vol. 133(1), pages 307-341, July.
    8. Christopher A. Pissarides & Barbara Petrongolo, 2001. "Looking into the Black Box: A Survey of the Matching Function," Journal of Economic Literature, American Economic Association, vol. 39(2), pages 390-431, June.
    9. Machin, Stephen & Manning, Alan, 1999. "The causes and consequences of longterm unemployment in Europe," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 47, pages 3085-3139, Elsevier.
    10. Devine, Theresa J. & Kiefer, Nicolas M., 1991. "Empirical Labor Economics: The Search Approach," OUP Catalogue, Oxford University Press, number 9780195059366.
    11. Samuel Bentolila & Juan Dolado & Juan Jimeno, 2012. "Reforming an insider-outsider labor market: the Spanish experience," IZA Journal of European Labor Studies, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 1(1), pages 1-29, December.
    12. Kuo, Mien-Yun & Smith, Eric, 2009. "Marketplace matching in Britain: Evidence from individual unemployment spells," Labour Economics, Elsevier, vol. 16(1), pages 37-46, January.
    13. Pablo Álvarez de Toledo & Fernando Núñez & Carlos Usabiaga Ibáñez, 2011. "An empirical analysis of the matching process in Andalusian," Hacienda Pública Española / Review of Public Economics, IEF, vol. 198(3), pages 67-102, September.
    14. Guell, Maia & Petrongolo, Barbara, 2007. "How binding are legal limits? Transitions from temporary to permanent work in Spain," Labour Economics, Elsevier, vol. 14(2), pages 153-183, April.
    15. Neal, Derek, 1995. "Industry-Specific Human Capital: Evidence from Displaced Workers," Journal of Labor Economics, University of Chicago Press, vol. 13(4), pages 653-677, October.
    16. Raquel Carrasco, 1999. "Transitions to and From Self‐employment in Spain: An Empirical Analysis," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(3), pages 315-341, August.
    17. Ronald McQuaid, 2006. "Job search success and employability in local labor markets," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 40(2), pages 407-421, June.
    18. Robert Shimer, 2007. "Mismatch," American Economic Review, American Economic Association, vol. 97(4), pages 1074-1101, September.
    19. Robert J. R. Elliott & Joanne Lindley, 2006. "Skill Specificity And Labour Mobility: Occupational And Sectoral Dimensions," Manchester School, University of Manchester, vol. 74(3), pages 389-413, June.
    20. Jeremy T. Fox, 2018. "Estimating matching games with transfers," Quantitative Economics, Econometric Society, vol. 9(1), pages 1-38, March.
    21. Miller, Robert A, 1984. "Job Matching and Occupational Choice," Journal of Political Economy, University of Chicago Press, vol. 92(6), pages 1086-1120, December.
    22. Ricardo Lagos, 2000. "An Alternative Approach to Search Frictions," Journal of Political Economy, University of Chicago Press, vol. 108(5), pages 851-873, October.
    23. Viktor Steiner, 2001. "Unemployment Persistence in the West German Labour Market: Negative Duration Dependence or Sorting?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 63(1), pages 91-113, February.
    24. Yashiv, Eran, 2007. "Labor search and matching in macroeconomics," European Economic Review, Elsevier, vol. 51(8), pages 1859-1895, November.
    25. Robert H. Topel & Michael P. Ward, 1992. "Job Mobility and the Careers of Young Men," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 439-479.
    26. Ahn, Namkee & de la Rica, Sara & Ugidos, Arantza, 1999. "Willingness to Move for Work and Unemployment Duration in Spain," Economica, London School of Economics and Political Science, vol. 66(263), pages 335-357, August.
    27. Antolin, Pablo & Bover, Olympia, 1997. "Regional Migration in Spain: The Effect of Personal Characteristics and of Unemployment, Wage and House Price Differentials Using Pooled Cross-Sections," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 59(2), pages 215-235, May.
    28. Lalé, Etienne, 2012. "Trends in occupational mobility in France: 1982–2009," Labour Economics, Elsevier, vol. 19(3), pages 373-387.
    29. Mortensen, Dale T., 2009. "Island matching," Journal of Economic Theory, Elsevier, vol. 144(6), pages 2336-2353, November.
    30. Manuel Arellano & Olympia Bover, 2002. "Learning about migration decisions from the migrants: Using complementary datasets to model intra-regional migrations in Spain," Journal of Population Economics, Springer;European Society for Population Economics, vol. 15(2), pages 357-380.
    31. Jacobo De UNA-ALvarez & M. Soledad Otero-GirALdez & Gema ALvarez-Llorente, 2003. "Estimation under length-bias and right-censoring: An application to unemployment duration analysis for married women," Journal of Applied Statistics, Taylor & Francis Journals, vol. 30(3), pages 283-291.
    32. Carlos Usabiaga & Fernando Núñez & Pablo Álvarez de Toledo, 2012. "Segmentación laboral y análisis de clusters con datos individuales. Una aplicación al mercado de trabajo andaluz," Economic Working Papers at Centro de Estudios Andaluces E2012/03, Centro de Estudios Andaluces.
    33. van den Berg, Gerard J & van Ours, Jan C, 1996. "Unemployment Dynamics and Duration Dependence," Journal of Labor Economics, University of Chicago Press, vol. 14(1), pages 100-125, January.
    34. Jovanovic, Boyan & Moffitt, Robert, 1990. "An Estimate of a Sectoral Model of Labor Mobility," Journal of Political Economy, University of Chicago Press, vol. 98(4), pages 827-852, August.
    35. Carrasco, Raquel, 1999. "Transitions to and from Self-employment in Spain: An Empirical Analysis," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(3), pages 315-341, August.
    36. Reich, Michael & Gordon, David M & Edwards, Richard C, 1973. "A Theory of Labor Market Segmentation," American Economic Review, American Economic Association, vol. 63(2), pages 359-365, May.
    37. Christopher A. Pissarides, 2000. "Equilibrium Unemployment Theory, 2nd Edition," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262161877, December.
    38. Ebrahimy, Ehsan & Shimer, Robert, 2010. "Stock-flow matching," Journal of Economic Theory, Elsevier, vol. 145(4), pages 1325-1353, July.
    39. Rogerson, Richard & Shimer, Robert, 2011. "Search in Macroeconomic Models of the Labor Market," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 7, pages Pages: 61, Elsevier.
    40. Mortensen, Dale T. & Pissarides, Christopher A., 1999. "New developments in models of search in the labor market," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 39, pages 2567-2627, Elsevier.
    41. Lilien, David M, 1982. "Sectoral Shifts and Cyclical Unemployment," Journal of Political Economy, University of Chicago Press, vol. 90(4), pages 777-793, August.
    42. Cotterman, R & Peracchi, F, 1992. "Classification and Aggregation: An Application to Industrial Classification in CPS Data," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 7(1), pages 31-51, Jan.-Marc.
    43. Olympia Bover & Manuel Arellano & Samuel Bentolila, 2002. "Unemployment Duration, Benefit Duration and the Business Cycle," Economic Journal, Royal Economic Society, vol. 112(479), pages 223-265, April.
    44. Gueorgui Kambourov & Iourii Manovskii, 2009. "Occupational Mobility and Wage Inequality," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 76(2), pages 731-759.
    45. Eva Moreno-Galbis, 2009. "Comparing the Effect of Labor Market Institutions on Employment Dynamics," Annals of Economics and Statistics, GENES, issue 95-96, pages 141-166.
    46. Carlos Iglesias-Fernández & Raquel Llorente-Heras, 2007. "Sectoral Structure, Qualification Characteristics and Patterns of Labour Mobility," The Service Industries Journal, Taylor & Francis Journals, vol. 27(4), pages 411-434, June.
    47. Pissarides, Christopher A & Wadsworth, Jonathan, 1989. "Unemployment and the Inter-regional Mobility of Labour," Economic Journal, Royal Economic Society, vol. 99(397), pages 739-755, September.
    48. repec:adr:anecst:y:2009:i:95-96:p:08 is not listed on IDEAS
    49. Mario Cleves & William W. Gould & Roberto G. Gutierrez & Yulia Marchenko, 2010. "An Introduction to Survival Analysis Using Stata," Stata Press books, StataCorp LP, edition 3, number saus3, March.
    50. Gautier, Pieter A., 2002. "Non-sequential search, screening externalities and the public good role of recruitment offices," Economic Modelling, Elsevier, vol. 19(2), pages 179-196, March.
    51. Pablo Álvarez de Toledo & Fernando Núñez & Carlos Usabiaga, 2008. "La función de emparejamiento en el mercado de trabajo español," Revista de Economia Aplicada, Universidad de Zaragoza, Departamento de Estructura Economica y Economia Publica, vol. 16(3), pages 5-35, Winter.
    52. Robert Shimer, 2008. "The Probability of Finding a Job," American Economic Review, American Economic Association, vol. 98(2), pages 268-273, May.
    53. Christopher Pissarides, 2008. "EconomicDynamics Interviews Christopher Pissarides on the Matching Function," EconomicDynamics Newsletter, Review of Economic Dynamics, vol. 10(1), November.
    54. Coles, Melvyn G & Smith, Eric, 1998. "Marketplaces and Matching," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 39(1), pages 239-254, February.
    55. Faini, Riccardo & Galli, Giampaolo & Gennari, Pietro & Rossi, Fulvio, 1997. "An empirical puzzle: Falling migration and growing unemployment differentials among Italian regions," European Economic Review, Elsevier, vol. 41(3-5), pages 571-579, April.
    56. Lucas, Robert Jr. & Prescott, Edward C., 1974. "Equilibrium search and unemployment," Journal of Economic Theory, Elsevier, vol. 7(2), pages 188-209, February.
    Full references (including those not matched with items on IDEAS)

    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. Álvarez de Toledo, Pablo & Núñez, Fernando & Usabiaga, Carlos, 2014. "An empirical approach on labour segmentation. Applications with individual duration data," Economic Modelling, Elsevier, vol. 36(C), pages 252-267.
    2. Carlos Usabiaga & Fernando Núñez & Pablo Álvarez de Toledo, 2013. "Segmentación del mercado de trabajo, clusters, movilidad y duración de desempleo con datos individuales," Economic Working Papers at Centro de Estudios Andaluces E2013/02, Centro de Estudios Andaluces.
    3. Yashiv, Eran, 2007. "Labor search and matching in macroeconomics," European Economic Review, Elsevier, vol. 51(8), pages 1859-1895, November.
    4. Carlos Carrillo‐Tudela & Ludo Visschers, 2023. "Unemployment and Endogenous Reallocation Over the Business Cycle," Econometrica, Econometric Society, vol. 91(3), pages 1119-1153, May.
    5. Bachmann Ronald & Burda Michael C., 2010. "Sectoral Transformation, Turbulence and Labor Market Dynamics in Germany," German Economic Review, De Gruyter, vol. 11(1), pages 37-59, February.
    6. repec:hal:spmain:info:hdl:2441/6krnfp4alc80oa55v0i3jrhl18 is not listed on IDEAS
    7. Richard Rogerson & Robert Shimer & Randall Wright, 2004. "Search-Theoretic Models of the Labor Market-A Survey," NBER Working Papers 10655, National Bureau of Economic Research, Inc.
    8. Auray Stéphane & Fuller David & Lkhagvasuren Damba & Terracol Antoine, 2017. "Dynamic Comparative Advantage, Directed Mobility Across Sectors, and Wages," Working Papers 2017-59, Center for Research in Economics and Statistics.
    9. Fabrice Murtin & Alain Serres, 2014. "How Do Policies Affect the Exit Rate out of Unemployment? Disentangling Job Creation from Labour Market Frictions," LABOUR, CEIS, vol. 28(2), pages 190-208, June.
    10. Lalé, Etienne, 2017. "Worker reallocation across occupations: Confronting data with theory," Labour Economics, Elsevier, vol. 44(C), pages 51-68.
    11. David Wiczer, 2013. "Long-term Unemployment: Attached and Mismatched?," 2013 Meeting Papers 1101, Society for Economic Dynamics.
    12. Gueorgui Kambourov & Iourii Manovskii, 2001. "Rising Occupational and Industry Mobility in the United States:1968-1993," PIER Working Paper Archive 04-012, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania, revised 05 Jul 2004.
    13. William Hawkins & Carlos Carrillo-Tudela, 2014. "A Generalized Model of Stock-Flow Matching," 2014 Meeting Papers 1380, Society for Economic Dynamics.
    14. repec:eee:labchp:v:3:y:1999:i:pb:p:2711-2805 is not listed on IDEAS
    15. Ebrahimy, Ehsan & Shimer, Robert, 2010. "Stock-flow matching," Journal of Economic Theory, Elsevier, vol. 145(4), pages 1325-1353, July.
    16. Regis Barnichon & Andrew Figura, 2015. "Labor Market Heterogeneity and the Aggregate Matching Function," American Economic Journal: Macroeconomics, American Economic Association, vol. 7(4), pages 222-249, October.
    17. Zsolt Csáfordi & László Lőrincz & Balázs Lengyel & Károly Miklós Kiss, 2020. "Productivity spillovers through labor flows: productivity gap, multinational experience and industry relatedness," The Journal of Technology Transfer, Springer, vol. 45(1), pages 86-121, February.
    18. Coles, Melvyn G & Petrongolo, Barbara, 2002. "A Test Between Unemployment Theories Using Matching Data," CEPR Discussion Papers 3241, C.E.P.R. Discussion Papers.
    19. Robert Shimer, 2007. "Mismatch," American Economic Review, American Economic Association, vol. 97(4), pages 1074-1101, September.
    20. Fuller, David L. & Kudlyak, Marianna & Lkhagvasuren, Damba, 2014. "Productivity insurance: The role of unemployment benefits in a multi-sector model," Journal of Economic Dynamics and Control, Elsevier, vol. 47(C), pages 39-53.
    21. Hutter, Christian & Weber, Enzo, 2014. "Forecasting with a mismatch-enhanced labor market matching function," IAB-Discussion Paper 201416, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    22. Axtell, Robert L. & Guerrero, Omar A. & López, Eduardo, 2019. "Frictional unemployment on labor flow networks," Journal of Economic Behavior & Organization, Elsevier, vol. 160(C), pages 184-201.

    More about this item

    Keywords

    Spain; Labor market issues; Labor market issues;
    All these keywords.

    JEL classification:

    • C38 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Classification Methdos; Cluster Analysis; Principal Components; Factor Analysis
    • J42 - Labor and Demographic Economics - - Particular Labor Markets - - - Monopsony; Segmented Labor Markets
    • J61 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Geographic Labor Mobility; Immigrant Workers
    • J62 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Job, Occupational and Intergenerational Mobility; Promotion
    • J64 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Unemployment: Models, Duration, Incidence, and Job Search

    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:ekd:004912:5688. 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: Theresa Leary (email available below). General contact details of provider: https://edirc.repec.org/data/ecomoea.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.