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Agglomeration Economies in the Brazilian Formal Labor Market

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  • Barufi, Ana Maria

Abstract

This paper aims to discuss how agglomerations economies are present in the equilibrium outcomes of the Brazilian formal labor market. We make use of an individual-firm panel database from the Ministry of Labor (RAIS) with information for six years (2003, 2004, 2005, 2008, 2009 and 2012). With the panel data setting, it is not only possible to account for individual unobserved characteristics constant in time, but also for sector and area effects. Moreover, by identifying skills according to the occupational position of the individuals in each firm, it is possible to control for the proximity to different skill levels (in the sector and municipality) to account for different levels of production knowledge externalities. Individual fixed effects control the potential endogeneity of the labor quality. In the case of labor quantity endogeneity, even if there is no consensus of how to best control for it, instruments based on long time lags are considered. The results show that there is a positive and significant effect of density over wages (Urban Economics literature), even when controlling for other relevant characteristics. Moreover, a measure of market potential, related to the New Economic Geography literature, does not capture this positive relationship with wages in the same way, changing sign in a specific setting. Finally, considering a quantile regression approach, there is an indication that agglomeration economies reinforce wage inequality, with a higher effect for the upper part of the wage distribution.

Suggested Citation

  • Barufi, Ana Maria, 2014. "Agglomeration Economies in the Brazilian Formal Labor Market," TD NEREUS 3-2014, Núcleo de Economia Regional e Urbana da Universidade de São Paulo (NEREUS).
    • Handle: RePEc:ris:nereus:2014_003
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    References listed on IDEAS

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    1. Giordano Mion & Paolo Naticchioni, 2009. "The spatial sorting and matching of skills and firms," Canadian Journal of Economics, Canadian Economics Association, vol. 42(1), pages 28-55, February.
    2. Bernard Fingleton & Simonetta Longhi, 2013. "The Effects Of Agglomeration On Wages: Evidence From The Micro-Level," Journal of Regional Science, Wiley Blackwell, vol. 53(3), pages 443-463, August.
    3. Pierre Philippe Combes & Gilles Duranton & Henry G. Overman, 2005. "Agglomeration and the adjustment of the spatial economy§," Papers in Regional Science, Wiley Blackwell, vol. 84(3), pages 311-349, August.
    4. 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.
    5. Edward L. Glaeser & Joshua D. Gottlieb, 2009. "The Wealth of Cities: Agglomeration Economies and Spatial Equilibrium in the United States," Journal of Economic Literature, American Economic Association, vol. 47(4), pages 983-1028, December.
    6. Fally, Thibault & Paillacar, Rodrigo & Terra, Cristina, 2010. "Economic geography and wages in Brazil: Evidence from micro-data," Journal of Development Economics, Elsevier, vol. 91(1), pages 155-168, January.
    7. Ricardo Freguglia & Naercio Menezes-Filho, 2012. "Inter-regional wage differentials with individual heterogeneity: evidence from Brazil," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 49(1), pages 17-34, August.
    8. Steven Brakman & Harry Garretsen & Charles Van Marrewijk, 2009. "Economic Geography Within And Between European Nations: The Role Of Market Potential And Density Across Space And Time," Journal of Regional Science, Wiley Blackwell, vol. 49(4), pages 777-800, October.
    9. Pedro Amaral & Mauro Lemos & Rodrigo Simões & Flávia Chein, 2010. "Regional Imbalances and Market Potential in Brazil," Spatial Economic Analysis, Taylor & Francis Journals, vol. 5(4), pages 463-482.
    10. Alessia Matano & Paolo Naticchioni, 2012. "Wage distribution and the spatial sorting of workers," Journal of Economic Geography, Oxford University Press, vol. 12(2), pages 379-408, March.
    11. Rosenthal, Stuart S. & Strange, William C., 2004. "Evidence on the nature and sources of 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 49, pages 2119-2171, Elsevier.
    12. Glaeser, Edward L & Mare, David C, 2001. "Cities and Skills," Journal of Labor Economics, University of Chicago Press, vol. 19(2), pages 316-342, April.
    13. Wagner, Alfred, 1891. "Marshall's Principles of Economics," History of Economic Thought Articles, McMaster University Archive for the History of Economic Thought, vol. 5, pages 319-338.
    14. Lindley, Joanne & Machin, Stephen, 2014. "Spatial changes in labour market inequality," Journal of Urban Economics, Elsevier, vol. 79(C), pages 121-138.
    15. Diego Puga, 2010. "The Magnitude And Causes Of Agglomeration Economies," Journal of Regional Science, Wiley Blackwell, vol. 50(1), pages 203-219, February.
    16. Combes, Pierre-Philippe & Duranton, Gilles & Gobillon, Laurent, 2008. "Spatial wage disparities: Sorting matters!," Journal of Urban Economics, Elsevier, vol. 63(2), pages 723-742, March.
    17. Stefan P.T. Groot & Henri L.F. Groot & Martijn J. Smit, 2014. "Regional Wage Differences In The Netherlands: Micro Evidence On Agglomeration Externalities," Journal of Regional Science, Wiley Blackwell, vol. 54(3), pages 503-523, June.
    18. Florian Lehmer & Joachim Möller, 2010. "Interrelations between the urban wage premium and firm-size wage differentials: a microdata cohort analysis for Germany," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 45(1), pages 31-53, August.
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    2. Long Thanh Giang & Cuong Viet Nguyen & Tuyen Quang Tran & Vu Thieu, 2017. "Does Firm Agglomeration Matter to Labor and Education of Local Children? Evidence in Vietnam," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 10(4), pages 1015-1041, December.

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    More about this item

    Keywords

    agglomeration economies; panel data; quantile regression;
    All these keywords.

    JEL classification:

    • R10 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - General

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