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Labour market flexibility, economic crisis and youth unemployment in Italy

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  • Liotti, Giorgio

Abstract

The rise in the unemployment rate across European countries has been one of the most evident effects of the economic downturn. The aim of this paper is to investigate: 1) the impact of economic crisis on youth and adult unemployment in Italy; 2) whether the labour market reforms have mitigated or strengthened the negative effect of the economic crisis on youth unemployment; and 3) which economic and institutional variables contribute to reducing unemployment. Econometric results, using data from the twenty Italian regions from 2001 to 2016, confirm that the economic crisis has had detrimental effects mostly on young people. Moreover, the paper shows no evidence that greater labour market flexibility improves youth unemployment outcomes. Regarding the other control variables, the regional export, ALMPs, regional political participation, increase in average wages, private investment and regional productivity contribute to mitigating the impact of a recession on youth and adult unemployment.

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  • Liotti, Giorgio, 2020. "Labour market flexibility, economic crisis and youth unemployment in Italy," Structural Change and Economic Dynamics, Elsevier, vol. 54(C), pages 150-162.
    • Handle: RePEc:eee:streco:v:54:y:2020:i:c:p:150-162
    DOI: 10.1016/j.strueco.2020.04.011
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    as
    1. Bruno Amable & Lilas Demmou & Donatella Gatti, 2011. "The effect of employment protection and product market regulation on labour market performance: substitution or complementarity?," Applied Economics, Taylor & Francis Journals, vol. 43(4), pages 449-464.
    2. Valeria Cirillo & Marta Fana & Dario Guarascio, 2017. "Labour market reforms in Italy: evaluating the effects of the Jobs Act," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 34(2), pages 211-232, August.
    3. Lorenzo E Bernal-Verdugo & Davide Furceri & Dominique Guillaume, 2012. "Labor Market Flexibility and Unemployment: New Empirical Evidence of Static and Dynamic Effects," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 54(2), pages 251-273, June.
    4. Monastiriotis, Vassilis, 2006. "Macro-determinants of UK regional unemployment and the role of employment flexibility," MPRA Paper 44, University Library of Munich, Germany.
    5. O'Higgins, Niall. & Moscariello, Valentino., 2017. "Labour market institutions and youth labour markets : minimum wages and youth employment revisited," ILO Working Papers 994964091302676, International Labour Organization.
    6. Alfonso ARPAIA & Nicola CURCI, "undated". "EU labour market behaviour during the Great Recession," Working Papers wp2010-6, Department of the Treasury, Ministry of the Economy and of Finance.
    7. World Bank, 2010. "Global Economic Prospects, June 2010," World Bank Publications - Books, The World Bank Group, number 12104, December.
    8. Holger Zemanek, 2010. "Competitiveness Within The Euro Area: The Problem That Still Needs To Be Solved," Economic Affairs, Wiley Blackwell, vol. 30(3), pages 42-47, October.
    9. Paolo Di Caro, 2017. "Testing and explaining economic resilience with an application to Italian regions," Papers in Regional Science, Wiley Blackwell, vol. 96(1), pages 93-113, March.
    10. Alison L. Booth & Marco Francesconi & Jeff Frank, 2002. "Temporary Jobs: Stepping Stones Or Dead Ends?," Economic Journal, Royal Economic Society, vol. 112(480), pages 189-213, June.
    11. Laurence Ball & N. Gregory Mankiw, 2002. "The NAIRU in Theory and Practice," Journal of Economic Perspectives, American Economic Association, vol. 16(4), pages 115-136, Fall.
    12. Jesus Ferreiro & Felipe Serrano, 2013. "Labor Flexibility, Inequality, and Financial Crisis," Journal of Economic Issues, Taylor & Francis Journals, vol. 47(2), pages 567-574.
    13. Edward P. Lazear, 1990. "Job Security Provisions and Employment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 105(3), pages 699-726.
    14. Ron Boschma & Simona Iammarino, 2009. "Related Variety, Trade Linkages, and Regional Growth in Italy," Economic Geography, Clark University, vol. 85(3), pages 289-311, July.
    15. Anthony B. Atkinson & Salvatore Morelli, 2011. "Economic crises and Inequality," Human Development Research Papers (2009 to present) HDRP-2011-06, Human Development Report Office (HDRO), United Nations Development Programme (UNDP).
    16. Aleksynska, Mariya. & Cazes, Sandrine., 2014. "Comparing indicators of labour market regulations across databases : a post scriptum to the employing workers debate," ILO Working Papers 994854523402676, International Labour Organization.
    17. Giovanni S. F. Bruno & Misbah Choudhry Tanveer & Enrico Marelli & Marcello Signorelli, 2017. "The short- and long-run impacts of financial crises on youth unemployment in OECD countries," Applied Economics, Taylor & Francis Journals, vol. 49(34), pages 3372-3394, July.
    18. Dino Pinelli & Roberta Torre & Lucianajulia Pace & Laura Cassio & Alfonso Arpaia, 2017. "The Recent Reform of the Labour Market in Italy: A Review," European Economy - Discussion Papers 072, Directorate General Economic and Financial Affairs (DG ECFIN), European Commission.
    19. Werner Eichhorst & Paul Marx & Caroline Wehner, 2017. "Labor market reforms in Europe: towards more flexicure labor markets?," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 51(1), pages 1-17, December.
    20. Sabatino, Michele, 2019. "Economic resilience and social capital of the Italian region," International Review of Economics & Finance, Elsevier, vol. 61(C), pages 355-367.
    21. Olivier Blanchard & Florence Jaumotte & Prakash Loungani, 2014. "Labor market policies and IMF advice in advanced economies during the Great Recession," IZA Journal of Labor Policy, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 3(1), pages 1-23, December.
    22. Amitava Krishna Dutt & Sébastien Charles & Dany Lang, 2015. "Employment Flexibility, Dual Labour Markets, Growth, and Distribution," Metroeconomica, Wiley Blackwell, vol. 66(4), pages 771-807, November.
    23. Misbah Tanveer Choudhry & Enrico Marelli & Marcello Signorelli, 2012. "Youth unemployment rate and impact of financial crises," International Journal of Manpower, Emerald Group Publishing Limited, vol. 33(1), pages 76-95, March.
    24. repec:iab:iabjlr:v:51:i:1:p:art.3 is not listed on IDEAS
    25. Lindbeck, Assar & Snower, Dennis J, 1988. "Cooperation, Harassment, and Involuntary Unemployment: An Insider-Outsider Approach," American Economic Review, American Economic Association, vol. 78(1), pages 167-188, March.
    26. Rosaria Rita Canale & Giorgio Liotti, 2015. "Structural Adjustment and Unemployment in Selected Eurozone Countries," Australian Economic Review, The University of Melbourne, Melbourne Institute of Applied Economic and Social Research, vol. 48(2), pages 113-121, June.
    27. Adascalitei, Dragos. & Pignatti, Clemente., 2015. "Labour market reforms since the crisis drivers and consequences," ILO Working Papers 994889613402676, International Labour Organization.
    28. Marco Gallegati & Willi Semmler (ed.), 2014. "Wavelet Applications in Economics and Finance," Dynamic Modeling and Econometrics in Economics and Finance, Springer, edition 127, number 978-3-319-07061-2, July-Dece.
    29. Arulampalam, Wiji & Booth, Alison L & Taylor, Mark P, 2000. "Unemployment Persistence," Oxford Economic Papers, Oxford University Press, vol. 52(1), pages 24-50, January.
    30. Olivier J. Blanchard & Lawrence H. Summers, 1986. "Hysteresis and the European Unemployment Problem," NBER Chapters, in: NBER Macroeconomics Annual 1986, Volume 1, pages 15-90, National Bureau of Economic Research, Inc.
    31. William Nickell, 2006. "The CEP-OECD Institutions Data Set (1960-2004)," CEP Discussion Papers dp0759, Centre for Economic Performance, LSE.
    32. Blanchard, Olivier J. & Summers, Lawrence H., 1987. "Hysteresis in unemployment," European Economic Review, Elsevier, vol. 31(1-2), pages 288-295.
    33. Francesco Daveri & Guido Tabellini, 2000. "Unemployment, growth and taxation in industrial countries," Economic Policy, CEPR;CES;MSH, vol. 15(30), pages 48-104.
    34. Floro Ernesto Caroleo & Francesco Pastore, 2007. "The Youth Experience Gap: Explaining Differences across EU Countries," Quaderni del Dipartimento di Economia, Finanza e Statistica 41/2007, Università di Perugia, Dipartimento Economia.
    35. Stefano Scarpetta & Anne Sonnet & Thomas Manfredi, 2010. "Rising Youth Unemployment During The Crisis: How to Prevent Negative Long-term Consequences on a Generation?," OECD Social, Employment and Migration Working Papers 106, OECD Publishing.
    36. Torben Andersen & Michael Svarer, 2012. "Active labour market policies in a recession," IZA Journal of Labor Policy, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 1(1), pages 1-19, December.
    37. John Martin, 2015. "Activation and active labour market policies in OECD countries: stylised facts and evidence on their effectiveness," IZA Journal of Labor Policy, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 4(1), pages 1-29, December.
    38. Rosaria Rita Canale & Giorgio Liotti & Oreste Napolitano, 2014. "Structural Public Balance Adjustment Effects on Growth in 25 OECD Countries and the Eurozone," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 56(4), pages 635-656, December.
    39. Andrea Bassanini & Romain Duval, 2006. "The Determinants of Unemployment across OECD Countries," Post-Print halshs-00120584, HAL.
    40. Werner Eichhorst & Paul Marx & Caroline Wehner, 2017. "Labor market reforms in Europe: towards more flexicure labor markets?," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 51(1), pages 1-17, December.
    41. Armanda Cetrulo & Valeria Cirillo & Dario Guarascio, 2019. "Weaker jobs, weaker innovation. Exploring the effects of temporary employment on new products," Applied Economics, Taylor & Francis Journals, vol. 51(59), pages 6350-6375, December.
    42. Bernal-Verdugo, Lorenzo E. & Furceri, Davide & Guillaume, Dominique, 2013. "Banking crises, labor reforms, and unemployment," Journal of Comparative Economics, Elsevier, vol. 41(4), pages 1202-1219.
    43. World Bank, 2010. "Global Economic Prospects, January 2010," World Bank Publications - Books, The World Bank Group, number 2415, December.
    44. Philip Arestis & Ana Rosa González-Martínez, 2015. "Is Job Insecurity a Driver of the Housing Cycle? Some Evidence in the Spanish Case," Panoeconomicus, Savez ekonomista Vojvodine, Novi Sad, Serbia, vol. 62(1), pages 1-14, March.
    45. BenYishay, Ariel & Betancourt, Roger, 2014. "Unbundling democracy: Political rights and civil liberties," Journal of Comparative Economics, Elsevier, vol. 42(3), pages 552-568.
    46. Josef C Brada & Enrico Marelli & Marcello Signorelli, 2014. "Introduction: Young People and the Labor Market: Key Determinants and New Evidence," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 56(4), pages 556-566, December.
    47. Robert Rowthorn, 2010. "Combined and Uneven Development: Reflections on the North–South Divide," Spatial Economic Analysis, Taylor & Francis Journals, vol. 5(4), pages 363-388.
    48. Boeri, Tito & Jimeno, Juan F., 2016. "Learning from the Great Divergence in unemployment in Europe during the crisis," Labour Economics, Elsevier, vol. 41(C), pages 32-46.
    49. Destefanis, Sergio & Mastromatteo, Giuseppe, 2010. "Wage Inequality and Labour-market Performance. A Role for Corporate Social Responsibility - Disuguaglianza salariale e performance del mercato del lavoro," Economia Internazionale / International Economics, Camera di Commercio Industria Artigianato Agricoltura di Genova, vol. 63(1), pages 91-120.
    50. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    51. Brancaccio, Emiliano & Garbellini, Nadia & Giammetti, Raffaele, 2018. "Structural labour market reforms, GDP growth and the functional distribution of income," Structural Change and Economic Dynamics, Elsevier, vol. 44(C), pages 34-45.
    52. Demidova, Olga & Marelli, Enrico & Signorelli, Marcello, 2015. "Youth labour market performances in the Russian and Italian regions," Economic Systems, Elsevier, vol. 39(1), pages 43-58.
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    More about this item

    Keywords

    Youth and adult unemployment; Crisis; Labour market; Panel data;
    All these keywords.

    JEL classification:

    • J64 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Unemployment: Models, Duration, Incidence, and Job Search
    • J40 - Labor and Demographic Economics - - Particular Labor Markets - - - General

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