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Agglomeration Effect of Skill-Based Local Labor Pooling: Evidence of South Korea

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  • Taelim Choi

    (Incheon Institute, Incheon 22711, Korea)

Abstract

Since workplace skills present diverse dimensions of a worker’s ability, it has recently received renewed interest by researchers examining the growth of cities. The purpose of the paper explores the advantage of regional concentrations of workers specialized in different types of skills. Specifically, the analysis estimates the agglomeration effects of skill-based labor pooling on wage levels and wage growth in South Korea. To this end, it constructs skill-based labor pool indices for cognitive, social, technical, and physical skills at a provincial level. The indices show an uneven geographical distribution in varying degrees across four types of skills. The regression results indicate that the urban wage premium of skill-based local labor pooling varies according to types of skills. The greatest magnitude of benefit is incurred by workers in cognitive-skill-oriented occupations and moderate benefits are found in technical- and physical-skill-oriented occupations. An urban wage premium is non-existent in social-skill-oriented occupations. In addition, the wage growth model with job mobility shows that the urban wage premium immediately affects workers who change jobs and relocate to denser areas. As high-wage occupations earn higher wage premiums when workers in these occupations are concentrated, it supports patterns of the polarization of both skills and their effects.

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  • Taelim Choi, 2020. "Agglomeration Effect of Skill-Based Local Labor Pooling: Evidence of South Korea," Sustainability, MDPI, vol. 12(8), pages 1-15, April.
  • Handle: RePEc:gam:jsusta:v:12:y:2020:i:8:p:3198-:d:345835
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    References listed on IDEAS

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    1. Berry, Christopher R. & Glaeser, Edward L., 2005. "Divergence of Human Capital Levels across Cities," Working Paper Series rwp05-057, Harvard University, John F. Kennedy School of Government.
    2. Bleakley, Hoyt & Lin, Jeffrey, 2012. "Thick-market effects and churning in the labor market: Evidence from US cities," Journal of Urban Economics, Elsevier, vol. 72(2), pages 87-103.
    3. Jorge De La Roca & Diego Puga, 2017. "Learning by Working in Big Cities," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 84(1), pages 106-142.
    4. Allen J. Scott, 2010. "Space-Time Variations of Human Capital Assets Across U.S. Metropolitan Areas, 1980 to 2000," Economic Geography, Taylor & Francis Journals, vol. 86(3), pages 233-249, July.
    5. Andini, Monica & de Blasio, Guido & Duranton, Gilles & Strange, William C., 2013. "Marshallian labour market pooling: Evidence from Italy," Regional Science and Urban Economics, Elsevier, vol. 43(6), pages 1008-1022.
    6. Christina Gathmann & Uta Schönberg, 2010. "How General Is Human Capital? A Task-Based Approach," Journal of Labor Economics, University of Chicago Press, vol. 28(1), pages 1-49, January.
    7. Elvery, Joel A., 2010. "City size and skill intensity," Regional Science and Urban Economics, Elsevier, vol. 40(6), pages 367-379, November.
    8. Andersson, Fredrik & Burgess, Simon & Lane, Julia I., 2007. "Cities, matching and the productivity gains of agglomeration," Journal of Urban Economics, Elsevier, vol. 61(1), pages 112-128, January.
    9. Duranton, Gilles & Puga, Diego, 2004. "Micro-foundations of urban agglomeration economies," Handbook of Regional and Urban Economics, in: J. V. Henderson & J. F. Thisse (ed.), Handbook of Regional and Urban Economics, edition 1, volume 4, chapter 48, pages 2063-2117, Elsevier.
    10. Peter Sunley & Ron Martin & Ben Gardiner & Andy Pike, 2020. "In search of the skilled city: Skills and the occupational evolution of British cities," Urban Studies, Urban Studies Journal Limited, vol. 57(1), pages 109-133, January.
    11. Christopher R. Berry & Edward L. Glaeser, 2005. "The divergence of human capital levels across cities," Papers in Regional Science, Wiley Blackwell, vol. 84(3), pages 407-444, August.
    12. Christopher R. Berry & Edward L. Glaeser, 2005. "The Divergence of Human Capital Levels Across Cities," NBER Working Papers 11617, National Bureau of Economic Research, Inc.
    13. Henry G. Overman & Diego Puga, 2010. "Labor Pooling as a Source of Agglomeration: An Empirical Investigation," NBER Chapters, in: Agglomeration Economics, pages 133-150, National Bureau of Economic Research, Inc.
    14. Abel, Jaison R. & Deitz, Richard, 2015. "Agglomeration and job matching among college graduates," Regional Science and Urban Economics, Elsevier, vol. 51(C), pages 14-24.
    15. Andersson, Martin & Klaesson , Johan & Larsson , Johan P, 2014. "The Sources of the Urban Wage Premium by Worker Skills," Papers in Innovation Studies 2014/6, Lund University, CIRCLE - Centre for Innovation Research.
    16. Regula Geel & Uschi Backes-Gellner, 2009. "Occupational Mobility Within and Between Skill Clusters: An Empirical Analysis Based on the Skill-Weights Approach," Economics of Education Working Paper Series 0047, University of Zurich, Department of Business Administration (IBW), revised Mar 2011.
    17. 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.
    18. Martin Andersson & Johan Klaesson & Johan P Larsson, 2014. "The sources of the urban wage premium by worker skills: Spatial sorting or agglomeration economies?," Papers in Regional Science, Wiley Blackwell, vol. 93(4), pages 727-747, November.
    19. Christopher R. Berry & Edward L. Glaeser, 2005. "The Divergence of Human Capital Levels across Cities," Harvard Institute of Economic Research Working Papers 2091, Harvard - Institute of Economic Research.
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    2. Christenko, Aleksandr, 2022. "Automation and occupational mobility: A task and knowledge-based approach," Technology in Society, Elsevier, vol. 70(C).

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