IDEAS home Printed from https://ideas.repec.org/p/iza/izadps/dp12806.html
   My bibliography  Save this paper

Urban Wage Premia, Cost of Living, and Collective Bargaining

Author

Listed:
  • Belloc, Marianna

    (Sapienza University of Rome)

  • Naticchioni, Paolo

    (Roma Tre University)

  • Vittori, Claudia

    (Sapienza University of Rome)

Abstract

In this paper, we estimate nominal and real (in temporal and spatial terms) urban wage premia (UWP) in Italy, with its economy characterized by the interplay between collective wage bargaining and spatial heterogeneity in the cost of living. Our dataset for the 2005- 2015 period includes, for workers' characteristics, unique administrative data provided by the Italian Social Security Institute and, for the local CPI computation, housing prices detailed at a fine level of spatial aggregation delivered by the Italian Revenue Agency. For employees covered by collective bargaining, we find a zero UWP in nominal terms and a negative and non-negligible UWP in real terms (-2.6% when all controls are included). To capture the role played by centralized wage settings, we consider various groups of self-employed workers, who are not covered by national labour agreements, while living in the same locations and enjoying the same amenities as employees. We find that, differently from employees, selfemployed workers enjoy a positive UWP in nominal terms, and do not suffer from urban real wage penalties. Results hold under a large array of robustness checks.

Suggested Citation

  • Belloc, Marianna & Naticchioni, Paolo & Vittori, Claudia, 2019. "Urban Wage Premia, Cost of Living, and Collective Bargaining," IZA Discussion Papers 12806, Institute of Labor Economics (IZA).
  • Handle: RePEc:iza:izadps:dp12806
    as

    Download full text from publisher

    File URL: https://docs.iza.org/dp12806.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. David Card & Jörg Heining & Patrick Kline, 2013. "Workplace Heterogeneity and the Rise of West German Wage Inequality," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(3), pages 967-1015.
    2. Scanlon, Kathleen & Fernández Arrigoitia, Melissa & Whitehead, Christine M E, 2015. "Social housing in Europe," LSE Research Online Documents on Economics 62938, London School of Economics and Political Science, LSE Library.
    3. Alessia Matano & Paolo Naticchioni, 2017. "The Extent of Rent Sharing along the Wage Distribution," British Journal of Industrial Relations, London School of Economics, vol. 55(4), pages 751-777, December.
    4. 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.
    5. Pierre-Philippe Combes & Gilles Duranton & Laurent Gobillon, 2019. "The Costs of Agglomeration: House and Land Prices in French Cities," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 86(4), pages 1556-1589.
    6. Kleibergen, Frank & Paap, Richard, 2006. "Generalized reduced rank tests using the singular value decomposition," Journal of Econometrics, Elsevier, vol. 133(1), pages 97-126, July.
    7. Jesse M. Shapiro, 2006. "Smart Cities: Quality of Life, Productivity, and the Growth Effects of Human Capital," The Review of Economics and Statistics, MIT Press, vol. 88(2), pages 324-335, May.
    8. Enrico Moretti, 2013. "Real Wage Inequality," American Economic Journal: Applied Economics, American Economic Association, vol. 5(1), pages 65-103, January.
    9. O. Ashenfelter & D. Card (ed.), 2011. "Handbook of Labor Economics," Handbook of Labor Economics, Elsevier, edition 1, volume 4, number 4.
    10. Moretti, Enrico, 2011. "Local Labor Markets," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 14, pages 1237-1313, Elsevier.
    11. Pierre-Philippe Combes & Gilles Duranton & Laurent Gobillon & Sébastien Roux, 2010. "Estimating Agglomeration Economies with History, Geology, and Worker Effects," NBER Chapters, in: Agglomeration Economics, pages 15-66, National Bureau of Economic Research, Inc.
    12. O. Ashenfelter & D. Card (ed.), 2011. "Handbook of Labor Economics," Handbook of Labor Economics, Elsevier, edition 1, volume 4, number 5.
    13. 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.
    14. Pierre-Philippe Combes & Gilles Duranton & Laurent Gobillon, 2011. "The identification of agglomeration economies," Journal of Economic Geography, Oxford University Press, vol. 11(2), pages 253-266, March.
    15. Glaeser, Edward L., 1999. "Learning in Cities," Journal of Urban Economics, Elsevier, vol. 46(2), pages 254-277, September.
    16. Guido De Blasio & Sabrina Di Addario, 2005. "Do Workers Benefit from Industrial Agglomeration?," Journal of Regional Science, Wiley Blackwell, vol. 45(4), pages 797-827, November.
    17. Pierre-Philippe Combes & Gilles Duranton & Laurent Gobillon, 2012. "The Cost of Agglomeration: Land Prices in Cities," Working Papers hal-03461075, HAL.
    18. John M. Abowd & Francis Kramarz & David N. Margolis, 1999. "High Wage Workers and High Wage Firms," Econometrica, Econometric Society, vol. 67(2), pages 251-334, March.
    19. Tito Boeri & Andrea Ichino & Enrico Moretti & Johanna Posch, 2021. "Wage Equalization and Regional Misallocation: Evidence from Italian and German Provinces [“Regional Wage Disparities and Migration.”]," Journal of the European Economic Association, European Economic Association, vol. 19(6), pages 3249-3292.
    20. Yankow, Jeffrey J., 2006. "Why do cities pay more? An empirical examination of some competing theories of the urban wage premium," Journal of Urban Economics, Elsevier, vol. 60(2), pages 139-161, September.
    21. Uwe Blien & Hermann Gartner & Heiko Stüber & Katja Wolf, 2009. "Regional price levels and the agglomeration wage differential in western Germany," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 43(1), pages 71-88, March.
    22. Andrea Lamorgese & Andrea Petrella, 2016. "An anatomy of Italian cities: evidence from firm-level data," Questioni di Economia e Finanza (Occasional Papers) 362, Bank of Italy, Economic Research and International Relations Area.
    23. 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.
    24. 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.
    25. 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.
    26. Ciccone, Antonio & Hall, Robert E, 1996. "Productivity and the Density of Economic Activity," American Economic Review, American Economic Association, vol. 86(1), pages 54-70, March.
    27. Edward L. Glaeser, 1998. "Are Cities Dying?," Journal of Economic Perspectives, American Economic Association, vol. 12(2), pages 139-160, Spring.
    28. Combes, Pierre-Philippe, 2000. "Economic Structure and Local Growth: France, 1984-1993," Journal of Urban Economics, Elsevier, vol. 47(3), pages 329-355, May.
    29. Moretti, Enrico & Hornbeck, Richard, 2018. "Who Benefits From Productivity Growth? Direct and Indirect Effects of Local TFP Growth on Wages, Rents, and Inequality," CEPR Discussion Papers 12953, C.E.P.R. Discussion Papers.
    30. 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.
    31. 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.
    32. Koenker, Roger & Bassett, Gilbert, Jr, 1982. "Robust Tests for Heteroscedasticity Based on Regression Quantiles," Econometrica, Econometric Society, vol. 50(1), pages 43-61, January.
    33. 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.
    34. Andrea Garnero & Stephan Kampelmann & François Rycx, 2013. "Minimum Wage Systems and Earnings Inequalities: Does Institutional Diversity Matter?," Working Papers CEB 13-021, ULB -- Universite Libre de Bruxelles.
    35. Boeri, Tito, 2012. "Setting the minimum wage," Labour Economics, Elsevier, vol. 19(3), pages 281-290.
    36. Kim, Sunwoong, 1990. "Labor heterogeneity, wage bargaining, and agglomeration economies," Journal of Urban Economics, Elsevier, vol. 28(2), pages 160-177, September.
    37. Sergio Firpo & Nicole M. Fortin & Thomas Lemieux, 2009. "Unconditional Quantile Regressions," Econometrica, Econometric Society, vol. 77(3), pages 953-973, May.
    38. repec:iza:izawol:journl:y:2015:p:101 is not listed on IDEAS
    39. Francesco Devicienti & Paolo Naticchioni & Andrea Ricci, 2018. "Temporary Employment, Demand Volatility, and Unions: Firm-Level Evidence," ILR Review, Cornell University, ILR School, vol. 71(1), pages 174-207, January.
    40. Moretti, Enrico, 2004. "Human capital externalities in cities," 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 51, pages 2243-2291, Elsevier.
    41. Francesco Devicienti & Bernardo Fanfani & Agata Maida, 2019. "Collective Bargaining and the Evolution of Wage Inequality in Italy," British Journal of Industrial Relations, London School of Economics, vol. 57(2), pages 377-407, June.
    42. Zenou,Yves, 2009. "Urban Labor Economics," Cambridge Books, Cambridge University Press, number 9780521698221, October.
    43. Roback, Jennifer, 1982. "Wages, Rents, and the Quality of Life," Journal of Political Economy, University of Chicago Press, vol. 90(6), pages 1257-1278, December.
    44. Andrea Garnero, 2018. "The dog that barks doesn’t bite: coverage and compliance of sectoral minimum wages in Italy," IZA Journal of Labor Policy, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 7(1), pages 1-24, December.
    45. David Albouy, 2016. "What Are Cities Worth? Land Rents, Local Productivity, and the Total Value of Amenities," The Review of Economics and Statistics, MIT Press, vol. 98(3), pages 477-487, July.
    46. Dumond, J Michael & Hirsch, Barry T & Macpherson, David A, 1999. "Wage Differentials across Labor Markets and Workers: Does Cost of Living Matter?," Economic Inquiry, Western Economic Association International, vol. 37(4), pages 577-598, October.
    47. Sunwoong Kim, 1987. "Diversity In Urban Labor Markets And Agglomeration Economies," Papers in Regional Science, Wiley Blackwell, vol. 62(1), pages 57-70, January.
    48. Tito Boeri, 2015. "Perverse effects of two-tier wage bargaining structures," IZA World of Labor, Institute of Labor Economics (IZA), pages 101-101, January.
    49. J. V. Henderson & J. F. Thisse (ed.), 2004. "Handbook of Regional and Urban Economics," Handbook of Regional and Urban Economics, Elsevier, edition 1, volume 4, number 4.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Giovanni Tonutti & Andrea Garnero & Gaia Bertarelli & Monica Pratesi, 2024. "The local distribution of in-work poverty and sectoral employment: an analysis of local dynamics in Italy," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 33(3), pages 973-998, July.
    2. Bernardo Fanfani, 2019. "The Employment Effects of Collective Bargaining," Working papers 064, Department of Economics, Social Studies, Applied Mathematics and Statistics (Dipartimento di Scienze Economico-Sociali e Matematico-Statistiche), University of Torino.
    3. Andrea R. Lamorgese & Elisabetta Olivieri & Marco Paccagnella, 2019. "The Wage Premium in Italian Cities," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 5(2), pages 251-279, July.
    4. Vittorio Daniele, 2022. "Produttività, salari e prezzi nelle regioni italiane," Regional Economy, , vol. 6(Q3), pages 3-14.
    5. Augusto Cerqua & Guido Pellegrini, 2020. "Labor mobility effects of a firm-level shock," Working Papers 1/20, Sapienza University of Rome, DISS.
    6. Stuart Donovan & Thomas de Graaff & Henri L. F. de Groot & Carl C. Koopmans, 2024. "Unraveling urban advantages—A meta‐analysis of agglomeration economies," Journal of Economic Surveys, Wiley Blackwell, vol. 38(1), pages 168-200, February.
    7. Tito Boeri & Andrea Ichino & Enrico Moretti & Johanna Posch, 2021. "Wage Equalization and Regional Misallocation: Evidence from Italian and German Provinces [“Regional Wage Disparities and Migration.”]," Journal of the European Economic Association, European Economic Association, vol. 19(6), pages 3249-3292.
    8. Andrea Garnero & Claudio Lucifora, 2022. "Turning a ‘Blind Eye’? Compliance with Minimum Wage Standards and Employment," Economica, London School of Economics and Political Science, vol. 89(356), pages 884-907, October.
    9. Andrea Garnero & Claudio Lucifora, 2020. "Turning A Blind Eye? Compliance To Minimum Wages And Employment," DISCE - Working Papers del Dipartimento di Economia e Finanza def085, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
    10. Brändle, Tobias, 2024. "Unions and Collective Bargaining: The Influence on Wages, Employment and Firm Survival," GLO Discussion Paper Series 1457, Global Labor Organization (GLO).
    11. Alessia Matano, 2022. "Spatial externalities in big cities and duality of the labour market," Journal of Regional Science, Wiley Blackwell, vol. 62(2), pages 471-498, March.
    12. Fanfani, Bernardo, 2023. "The employment effects of collective wage bargaining," Journal of Public Economics, Elsevier, vol. 227(C).
    13. Devicienti, Francesco & Fanfani, Bernardo, 2021. "Firms' Margins of Adjustment to Wage Growth: The Case of Italian Collective Bargaining," IZA Discussion Papers 14532, Institute of Labor Economics (IZA).
    14. Belloc, Filippo & D’Antoni, Massimo, 2020. "The Elusive Effect of Employment Protection on Labor Turnover," Structural Change and Economic Dynamics, Elsevier, vol. 54(C), pages 11-25.
    15. Luca Bonacini & Giovanni Gallo & Sergio Scicchitano, 2021. "Working from home and income inequality: risks of a ‘new normal’ with COVID-19," Journal of Population Economics, Springer;European Society for Population Economics, vol. 34(1), pages 303-360, January.

    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. Combes, Pierre-Philippe & Gobillon, Laurent, 2015. "The Empirics of Agglomeration Economies," Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 247-348, Elsevier.
    2. Duranton, Gilles & Puga, Diego, 2014. "The Growth of Cities," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 2, chapter 5, pages 781-853, Elsevier.
    3. Paul Verstraten & Gerard Verweij & Peter Zwaneveld, 2018. "Why do wages grow faster in urban areas? Sorting of high potentials matters," CPB Discussion Paper 377.rdf, CPB Netherlands Bureau for Economic Policy Analysis.
    4. Paul Verstraten & Gerard Verweij & Peter Zwaneveld, 2018. "Why do wages grow faster in urban areas? Sorting of high potentials matters," CPB Discussion Paper 377, CPB Netherlands Bureau for Economic Policy Analysis.
    5. Combes, Pierre-Philippe & Duranton, Gilles & Gobillon, Laurent & Roux, Sébastien, 2012. "Sorting and local wage and skill distributions in France," Regional Science and Urban Economics, Elsevier, vol. 42(6), pages 913-930.
    6. Gilles Duranton & Diego Puga, 2020. "The Economics of Urban Density," Journal of Economic Perspectives, American Economic Association, vol. 34(3), pages 3-26, Summer.
    7. 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.
    8. Alessia Matano & Paolo Naticchioni, 2016. "What Drives The Urban Wage Premium? Evidence Along The Wage Distribution," Journal of Regional Science, Wiley Blackwell, vol. 56(2), pages 191-209, March.
    9. Licia Ferranna & Margherita Gerolimetto & Stefano Magrini, 2016. "Urban Governance Structure and Wage Disparities across US Metropolitan Areas," Working Papers 2016:26, Department of Economics, University of Venice "Ca' Foscari".
    10. Ana Maria Bonomi Barufi & Eduardo Amaral Haddad & Peter Nijkamp, 2016. "Industrial scope of agglomeration economies in Brazil," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 56(3), pages 707-755, May.
    11. Di Addario, Sabrina & Patacchini, Eleonora, 2008. "Wages and the City. Evidence from Italy," Labour Economics, Elsevier, vol. 15(5), pages 1040-1061, October.
    12. Alessia Matano & Paolo Naticchioni, 2009. "Wage distribution and the spatial sorting of workers and firms," Working Papers - Dipartimento di Economia 8-DEISFOL, Dipartimento di Economia, Sapienza University of Rome, revised 2009.
    13. Alessia Matano, 2022. "Spatial externalities in big cities and duality of the labour market," Journal of Regional Science, Wiley Blackwell, vol. 62(2), pages 471-498, March.
    14. Daniel Heuermann & Benedikt Halfdanarson & Jens Suedekum, 2010. "Human Capital Externalities and the Urban Wage Premium: Two Literatures and their Interrelations," Urban Studies, Urban Studies Journal Limited, vol. 47(4), pages 749-767, April.
    15. Niebuhr, Annekatrin, 2016. "Benefits of dense labour markets - Evidence from transitions to employment in Germany," VfS Annual Conference 2016 (Augsburg): Demographic Change 145715, Verein für Socialpolitik / German Economic Association.
    16. Stef Proost & Jacques-François Thisse, 2019. "What Can Be Learned from Spatial Economics?," Journal of Economic Literature, American Economic Association, vol. 57(3), pages 575-643, September.
    17. Alessia Matano & Moisés Obaco & Vicente Royuela, 2020. "What drives the spatial wage premium in formal and informal labor markets? The case of Ecuador," Journal of Regional Science, Wiley Blackwell, vol. 60(4), pages 823-847, September.
    18. 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.
    19. Matthias Wrede, 2013. "Heterogeneous skills and homogeneous land: segmentation and agglomeration," Journal of Economic Geography, Oxford University Press, vol. 13(5), pages 767-798, September.
    20. De la Roca, Jorge, 2017. "Selection in initial and return migration: Evidence from moves across Spanish cities," Journal of Urban Economics, Elsevier, vol. 100(C), pages 33-53.

    More about this item

    Keywords

    urban wage premium; cost of living; wage setting;
    All these keywords.

    JEL classification:

    • R12 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Size and Spatial Distributions of Regional Economic Activity; Interregional Trade (economic geography)
    • R31 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location - - - Housing Supply and Markets
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:iza:izadps:dp12806. 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: Holger Hinte (email available below). General contact details of provider: https://edirc.repec.org/data/izaaade.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.