Efectos de las variables macroeconómicas e institucionales en el desempleo: análisis para Europa (1985-2011)

Este trabajo evalúa la influencia de las variables macroeconómicas e institucionales en la tasa de desempleo de 14 países de la Unión Europea. Se recurre a un modelo de datos de panel para el período 1985-2011. El mismo permite concluir sobre qué variables macroeconómicas e institucionales puede res...

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Fecha de publicación:
2017
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Universidad de Medellín
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spa
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Palabra clave:
Labor market
Unemployment rate
Labor market regulation
Product market regulation
panel data
Europe
Mercado laboral
Tasa de desempleo
Regulación del mercado de trabajo
Regulación del mercado de productos
Datos de panel
Europa
Mercado laboral
Taxa de desemprego
Regulação do mercado de trabalho
Regulação do mercado de produtos
Dados de painel
Europa
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dc.title.spa.fl_str_mv Efectos de las variables macroeconómicas e institucionales en el desempleo: análisis para Europa (1985-2011)
Effects of macroeconomic and institutional variables on unemployment: The European case (1985-2011)
Efeitos das variáveis macroeconômicas e intitucionais no desemprego: Anáilse para Europa (1985-2011)
title Efectos de las variables macroeconómicas e institucionales en el desempleo: análisis para Europa (1985-2011)
spellingShingle Efectos de las variables macroeconómicas e institucionales en el desempleo: análisis para Europa (1985-2011)
Labor market
Unemployment rate
Labor market regulation
Product market regulation
panel data
Europe
Mercado laboral
Tasa de desempleo
Regulación del mercado de trabajo
Regulación del mercado de productos
Datos de panel
Europa
Mercado laboral
Taxa de desemprego
Regulação do mercado de trabalho
Regulação do mercado de produtos
Dados de painel
Europa
title_short Efectos de las variables macroeconómicas e institucionales en el desempleo: análisis para Europa (1985-2011)
title_full Efectos de las variables macroeconómicas e institucionales en el desempleo: análisis para Europa (1985-2011)
title_fullStr Efectos de las variables macroeconómicas e institucionales en el desempleo: análisis para Europa (1985-2011)
title_full_unstemmed Efectos de las variables macroeconómicas e institucionales en el desempleo: análisis para Europa (1985-2011)
title_sort Efectos de las variables macroeconómicas e institucionales en el desempleo: análisis para Europa (1985-2011)
dc.subject.spa.fl_str_mv Labor market
Unemployment rate
Labor market regulation
Product market regulation
panel data
Europe
Mercado laboral
Tasa de desempleo
Regulación del mercado de trabajo
Regulación del mercado de productos
Datos de panel
Europa
Mercado laboral
Taxa de desemprego
Regulação do mercado de trabalho
Regulação do mercado de produtos
Dados de painel
Europa
topic Labor market
Unemployment rate
Labor market regulation
Product market regulation
panel data
Europe
Mercado laboral
Tasa de desempleo
Regulación del mercado de trabajo
Regulación del mercado de productos
Datos de panel
Europa
Mercado laboral
Taxa de desemprego
Regulação do mercado de trabalho
Regulação do mercado de produtos
Dados de painel
Europa
description Este trabajo evalúa la influencia de las variables macroeconómicas e institucionales en la tasa de desempleo de 14 países de la Unión Europea. Se recurre a un modelo de datos de panel para el período 1985-2011. El mismo permite concluir sobre qué variables macroeconómicas e institucionales puede resultar más adecuado actuar para mejorar la respuesta del mercado de trabajo a los problemas económicos. Del análisis se concluye que la protección excesiva a los trabajadores, el salario mínimo interprofesional, la centralización en la negociación salarial y las elevadas cotizaciones empresariales a la Seguridad Social, así como la escasa competencia en el mercado de productos, pueden explicar, en parte, las mayores tasas de desempleo que presentan algunos países de la Unión Europea.
publishDate 2017
dc.date.accessioned.none.fl_str_mv 2017-06-29T22:22:38Z
dc.date.available.none.fl_str_mv 2017-06-29T22:22:38Z
dc.date.created.none.fl_str_mv 2017-03-31
dc.type.eng.fl_str_mv Article
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dc.identifier.doi.none.fl_str_mv DOI: http://dx.doi.org/10.22395/seec.v20n42a1
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DOI: http://dx.doi.org/10.22395/seec.v20n42a1
2248-4345
reponame:Repositorio Institucional Universidad de Medellín
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dc.relation.ispartofseries.spa.fl_str_mv Semestre Económico Universidad de Medellín; Vol. 20, núm. 42 (2017)
dc.relation.haspart.spa.fl_str_mv Semestre Económico Universidad de Medellín; Vol. 20, núm. 42 - enero-marzo de 2017
dc.relation.citationvolume.spa.fl_str_mv 20
dc.relation.citationissue.spa.fl_str_mv 42
dc.relation.citationstartpage.spa.fl_str_mv 17
dc.relation.citationendpage.spa.fl_str_mv 46
dc.relation.references.spa.fl_str_mv Adascalitei, D. y Pignatti, C. (2015). Labour market reforms since the crisis: Drivers and consequences. En: Working Paper, No 5, International Labour Office, Ginebra, 27p.
Addison, J. T. y Portugal, P. (2008). How to Different Entitlements to Unemployment Benefits Affect the Transitions from Unemployment into Employment? En: Economics Letters Vol. 101, No.3, p. 206-209.
Álvarez-Martínez, M.T. y Polo, C., (2014). Reduce Social Security Contributions and Control Labour Fraud: Spain’s Ailing Economy. En: Economic Systems Research, Vol. 26, No 2, p. 141-153.
Andersen, T. y Svarer, M. (2010). Do Temporary Help Jobs Improve Labour Market outcomes for Low-Skilled Workers? Evidence from Work First. En: American Economic Journal: Applied Economics, Vol 2, Nº 3, p. 96-128.
Andrés, J. y Doménech, R. (2015). En busca de la prosperidad. Capítulo 2: Más y mejor empleos, Editorial Deusto, Madrid, España, noviembre, 384p.
Barbanchon, T. (2012). The Effect of the Potential Duration of Unemployment Benefits on Unemployment Exists to Work and Match Quality in France. En: Centre de Rechercheen Économieset Statistique Série des Documents de Travail No 2012-21, France, 52p.
Belot, M. y van Ours, J. (2001). Unemployment and Labour Market Institutions; an Empirical Analysis. En: Journal of the Japanese and International Economies Vol. 15, No 4, p. 403-418.
Blanchard, O. y Giavazzi, F. (2003). Macroeconomic Effects of Regulation and Deregulation in Goods and Labor Markets. En: Quarterly Journal of Economics Vol. 118, No. 3, p. 879-907.
Blanchard, O.;Joumotte, F. y Loungani, P. (2013). Labor Market Policies and IMF Advice in Advanced Economies During the Great Recession. En: IMF Staff Discussion Note, SDN/13/02, 2013. 30p.
Boscá, J. E.; Doménech, R. y Ferri, J. (2013). Fiscal Devaluation in EMU. En: BBVA Research Working Paper, No 12/11, Madrid, 38p.
Cacciatore, M.; Duval, R.; Fiori, G. y Ghironi, F. (2016). Short-Term Pain for Long-Term Gain: Market Deregulation and Monetary Policy in Small Open Economies. En: Journal of International Money and Finance, Vol. 68, noviembre, p 358-385.
Caliendo, M.; Tatsiramos, K. y Uhlendorff, A. (2009).Benefit Duration, Unemployment Duration and Job Match Quality: A Regression-discontinuity Approach. En: IZA Discussion Paper No 4670, 37p.
Calmfors, L.; Forslund, A. y Hemström, M. (2004): The Effects of Active Labour Market Policies in Sweden: What is the Evidence? En: Agell, J., Keen, M. and Weichenrieder, A., Labour Market Institutions and Public Regulations, Ed. MIT Press, Cambridge, 62p.
Card, D. y Krueger, A. (1995). Myth and Measurement: the New Economics of the Minimum Wage, Ed. Princeton University Press, New Jersey, 422p.
Cohen, D. y Leker, L. (2014).Health and Education: Another Look with the Proper Data. mimeo, 25p.
Cohen, D. y Soto, M. (2007).Growth and human capital: good data, good results. En: Journal of Economic Growth Vol. 12, No 1, p. 51-76.
Conway, P. y Nicoletti, G. (2006). Product Market Regulation in the Non- manufacturing Sectors of OECD Countries: Measurement and Highlights. En: Working Paper No 58, Economics Department OECD, 64p.
Daveri, F. y Tabellini, G. (2000).Unemployment, Growth and Taxation in Industrial Countries. En: Economic Policy Vol.15, No 30, p. 47-104.
Dolado, J.; Kramarz, F.; Machin, S.; Manning, A.; Margolis, B. y Teulings, C. (1996). The Economic Impact of Minimum Wages in Europe. En: Economic Policy Vol.11, No.23, p. 317-373.
Elmeskov, J.; Martin, J. P. Y Scarpetta, S. (1998). Key Lessons for Labour Market Reforms: Evidence from OECD Countries’ Experiences. En: Swedish Economic Policy Review Vol. 5, No 2, p. 205-252.
Farber, H. S. y Valletta, R. G. (2013). Do Extended Unemployment Benefits Lengthen Unemployment Spells? Evidence from Recent Cycles in the U.S. Labor Market. En: Federal Reserve Bank of San Francisco Working Paper, No 2013-09, 43p.
Hagedor, M.; Karahan, F.; Manovskii, I. y Mitman, K. (2013). Unemployment benefits and unemployment in the Great Recession: The role of Macro effects. En: Federal Reserve Bank of New York Staff Report, No 646, 77p.
Heitger, B. (2002). The impact of Taxation on Unemployment in OECD Countries. En: Cato Journal, Vol. 22, No. 2, p. 333-354.
Jaumotte, F. (2011). The Spanish labor market in a cross-country perspective. En: IMF Working paper, No. 11/11, Washington, 52p.
Judson, R. A. y Owen, A. L. (1999). Estimating dynamic panel data models: a guide for macroeconomists, En: Economic Letters, Vol. 65, No 1, p. 9-15.
Koske, I. (2013). Fiscal Devaluation: Can it Help to Boost Competitiveness? En: OECD Economic Department Working Paper, No.1089, Paris, 16p.
Kratena, K. y Sommer, M. (2014). Labour market policy and environmental fiscal devaluation: a cure for Spain in the aftermath of the great recession? En: WIFO Working paper, No. 476/2014, Viena, 56p.
Lalive, R. y Zweimuller, J. (2004). Benefit Entitlement and Unemployment Duration: The Role of Policy Endogeneity. En: Journal of Public Economic Vol. 88, No 12, p. 2587-2616.
Lalive, R.; van Ours, J. y Zweimuller, J. (2006). How Changes in Financial Incentives Affect the Duration of Unemployment. En: Review of Economics Studies, Vol. 73, No 4, p. 1009-1038.
Layard, R.; Nickell, S. y Jackman, R. (1991). Unemployment: Macroeconomic Performance and the Labour Market, Ed. Oxford University Press, London, 623p.
Martin, J. y Grubb, D. (2001). What Works and for Whom: a Review of OECD Countries’ Experiences with Active Labour Market Policies, En: Swedish Economic Review, Vol. 8, No 2, p. 9-56.
Melguizo, A. y González-Páramo, J. M. (2013). Who bears labour taxes and social contributions. En: SERIEs Spanish Economic Association, Vol. 4, No. 3, p. 247-271.
Mooij, R. y Keen, M. (2012). Fiscal Devaluation and Fiscal Consolidation: The VAT in troubled times, En: IMF Working Paper No. 12/85, Washington, 48p.
Nickell, S. J. (2006). The CEP-OECD Institutions Dataset (1960-2004). CEP Discussion Paper No. 759, CEP-LSE, 22p.
Nickell, S. (1997). Unemployment and Labour Market Rigidities: Europe versus North America. En: Journal of Economic Perspectives Vol. 11, No. 3, p 55-74.
Nickell, S. J. y Nunziata, L. (2001). Labour Market Institutions Database, versión 2.00, 1960-1995, CEP-LSE.
Ochel, W., (2001). Collective bargaining coverage in the OECD from 1960,s to the 1990s. En: CESIfo Forum, Vol.2, No. 4, p 62-65.
Ours, J. y Vodopivec, M. (2008). Does Reducing Unemployment Insurance Generosity Reduce Job Match Quality? En: Journal of Public Economics, Vol. 92, No 3-4, p. 684-395.
Ours, J. y Vodopivec, M. (2006). How Shortening the Potential Duration of Unemployment Benefits Affects the Duration of Unemployment: Evidence from a Natural Experiment. En: Journal of Labor Economics, Vol. 24, No 2, p. 351-378.
Pampillón Olmedo, R. y Mingorance Arnáiz, A. C. (2014). La lucha contra el paro. Una perspectiva internacional, p. 43-66. En: Marín, M. (Dir) y Bote, V. (Coodir.). Reflexiones sobre el mercado de trabajo: continuar la reforma. Ed. Fundación para el análisis y los estudios sociales (FAES), Madrid, 228p.
Pérez, E. y Yao, Y. (2012). Can Institutional Reform Reduce Job Destruction and Unemployment Duration? Yes it Can. En: IMF Working Paper, No. 12/54, Washington, 25p.
Scarpetta, S. (1996). Assessing the Role of Labour Market Policies and Institutional Settings on Unemployment: a Cross-Country Study. En: OECD Economic Studies, No. 26, p. 43-98.
cruggs, L.; Jahn, D. y Kuitto, K. (2013). Comparative Welfare Entitlements Dataset, versión 2013-08, base de datos. Disponible en web (http://cwed2.org/).
Visser, J. (2013). ICTWSS Database, Database on Institutional Characteristics of Trade Unions, Wage Setting, State Intervention and Social Pacts in 34 countries between 1960 and 2011, versión 4.00, Ed. Institute for Advanced Labour Studies, AIAS, University of Amsterdam, Amsterdam.
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dc.source.spa.fl_str_mv Semestre Económico Universidad de Medellín; Vol. 20, núm. 42 (2017); 17-45
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spelling 2017-06-29T22:22:38Z2017-06-29T22:22:38Z2017-03-310120-6346http://hdl.handle.net/11407/3566DOI: http://dx.doi.org/10.22395/seec.v20n42a12248-4345reponame:Repositorio Institucional Universidad de Medellíninstname:Universidad de MedellínEste trabajo evalúa la influencia de las variables macroeconómicas e institucionales en la tasa de desempleo de 14 países de la Unión Europea. Se recurre a un modelo de datos de panel para el período 1985-2011. El mismo permite concluir sobre qué variables macroeconómicas e institucionales puede resultar más adecuado actuar para mejorar la respuesta del mercado de trabajo a los problemas económicos. Del análisis se concluye que la protección excesiva a los trabajadores, el salario mínimo interprofesional, la centralización en la negociación salarial y las elevadas cotizaciones empresariales a la Seguridad Social, así como la escasa competencia en el mercado de productos, pueden explicar, en parte, las mayores tasas de desempleo que presentan algunos países de la Unión Europea.This paper evaluates the influence that macroeconomic and institutional variables have on the unemployment rate in 14 countries within the European Union. A panel data model is used for the 1985-2011-time period. The model allows concluding which macroeconomic and institutional variables could be more effective for improving the labor market response when facing economic difficulties. It can be concluded then that excessive protection for workers, inter-professional minimum salary wage, as well as a low competition in the product market, can partially explain the higher unemployment rates found in several countries of the European Union.Este trabalho avalia a influência das variáveis macroeconômicas e institucionais na taxa de desemprego de 14 países da União Europeia. Se recorre a um modelo de dados de painel para o período 1985-2011. O mesmo permite concluir sobre que variáveis macroeconômicas e institucionais pode resultar mais adequado atuar para melhorar a resposta do mercado de trabalho aos problemas econômicos. Da análise se conclui que a proteção excessiva aos trabalhadores, o salário mínimo inter-profissional, a centralização na negociação salarial e as elevadas cotizações empresariais à Segurança Social, assim como a escassa competência no mercado de produtos, podem explicar em parte as maiores taxas de desemprego que apresentam alguns países da União Europeia.p. 17-46Electrónicoapplication/pdfPDFspaUniversidad de MedellínFacultad de Ciencias Económicas y Administrativashttp://revistas.udem.edu.co/index.php/economico/article/view/2094Semestre Económico Universidad de Medellín; Vol. 20, núm. 42 (2017)Semestre Económico Universidad de Medellín; Vol. 20, núm. 42 - enero-marzo de 201720421746Adascalitei, D. y Pignatti, C. (2015). Labour market reforms since the crisis: Drivers and consequences. En: Working Paper, No 5, International Labour Office, Ginebra, 27p.Addison, J. T. y Portugal, P. (2008). How to Different Entitlements to Unemployment Benefits Affect the Transitions from Unemployment into Employment? En: Economics Letters Vol. 101, No.3, p. 206-209.Álvarez-Martínez, M.T. y Polo, C., (2014). Reduce Social Security Contributions and Control Labour Fraud: Spain’s Ailing Economy. En: Economic Systems Research, Vol. 26, No 2, p. 141-153.Andersen, T. y Svarer, M. (2010). Do Temporary Help Jobs Improve Labour Market outcomes for Low-Skilled Workers? Evidence from Work First. En: American Economic Journal: Applied Economics, Vol 2, Nº 3, p. 96-128.Andrés, J. y Doménech, R. (2015). En busca de la prosperidad. Capítulo 2: Más y mejor empleos, Editorial Deusto, Madrid, España, noviembre, 384p.Barbanchon, T. (2012). The Effect of the Potential Duration of Unemployment Benefits on Unemployment Exists to Work and Match Quality in France. En: Centre de Rechercheen Économieset Statistique Série des Documents de Travail No 2012-21, France, 52p.Belot, M. y van Ours, J. (2001). Unemployment and Labour Market Institutions; an Empirical Analysis. En: Journal of the Japanese and International Economies Vol. 15, No 4, p. 403-418.Blanchard, O. y Giavazzi, F. (2003). Macroeconomic Effects of Regulation and Deregulation in Goods and Labor Markets. En: Quarterly Journal of Economics Vol. 118, No. 3, p. 879-907.Blanchard, O.;Joumotte, F. y Loungani, P. (2013). Labor Market Policies and IMF Advice in Advanced Economies During the Great Recession. En: IMF Staff Discussion Note, SDN/13/02, 2013. 30p.Boscá, J. E.; Doménech, R. y Ferri, J. (2013). Fiscal Devaluation in EMU. En: BBVA Research Working Paper, No 12/11, Madrid, 38p.Cacciatore, M.; Duval, R.; Fiori, G. y Ghironi, F. (2016). Short-Term Pain for Long-Term Gain: Market Deregulation and Monetary Policy in Small Open Economies. En: Journal of International Money and Finance, Vol. 68, noviembre, p 358-385.Caliendo, M.; Tatsiramos, K. y Uhlendorff, A. (2009).Benefit Duration, Unemployment Duration and Job Match Quality: A Regression-discontinuity Approach. En: IZA Discussion Paper No 4670, 37p.Calmfors, L.; Forslund, A. y Hemström, M. (2004): The Effects of Active Labour Market Policies in Sweden: What is the Evidence? En: Agell, J., Keen, M. and Weichenrieder, A., Labour Market Institutions and Public Regulations, Ed. MIT Press, Cambridge, 62p.Card, D. y Krueger, A. (1995). Myth and Measurement: the New Economics of the Minimum Wage, Ed. Princeton University Press, New Jersey, 422p.Cohen, D. y Leker, L. (2014).Health and Education: Another Look with the Proper Data. mimeo, 25p.Cohen, D. y Soto, M. (2007).Growth and human capital: good data, good results. En: Journal of Economic Growth Vol. 12, No 1, p. 51-76.Conway, P. y Nicoletti, G. (2006). Product Market Regulation in the Non- manufacturing Sectors of OECD Countries: Measurement and Highlights. En: Working Paper No 58, Economics Department OECD, 64p.Daveri, F. y Tabellini, G. (2000).Unemployment, Growth and Taxation in Industrial Countries. En: Economic Policy Vol.15, No 30, p. 47-104.Dolado, J.; Kramarz, F.; Machin, S.; Manning, A.; Margolis, B. y Teulings, C. (1996). The Economic Impact of Minimum Wages in Europe. En: Economic Policy Vol.11, No.23, p. 317-373.Elmeskov, J.; Martin, J. P. Y Scarpetta, S. (1998). Key Lessons for Labour Market Reforms: Evidence from OECD Countries’ Experiences. En: Swedish Economic Policy Review Vol. 5, No 2, p. 205-252.Farber, H. S. y Valletta, R. G. (2013). Do Extended Unemployment Benefits Lengthen Unemployment Spells? Evidence from Recent Cycles in the U.S. Labor Market. En: Federal Reserve Bank of San Francisco Working Paper, No 2013-09, 43p.Hagedor, M.; Karahan, F.; Manovskii, I. y Mitman, K. (2013). Unemployment benefits and unemployment in the Great Recession: The role of Macro effects. En: Federal Reserve Bank of New York Staff Report, No 646, 77p.Heitger, B. (2002). The impact of Taxation on Unemployment in OECD Countries. En: Cato Journal, Vol. 22, No. 2, p. 333-354.Jaumotte, F. (2011). The Spanish labor market in a cross-country perspective. En: IMF Working paper, No. 11/11, Washington, 52p.Judson, R. A. y Owen, A. L. (1999). Estimating dynamic panel data models: a guide for macroeconomists, En: Economic Letters, Vol. 65, No 1, p. 9-15.Koske, I. (2013). Fiscal Devaluation: Can it Help to Boost Competitiveness? En: OECD Economic Department Working Paper, No.1089, Paris, 16p.Kratena, K. y Sommer, M. (2014). Labour market policy and environmental fiscal devaluation: a cure for Spain in the aftermath of the great recession? En: WIFO Working paper, No. 476/2014, Viena, 56p.Lalive, R. y Zweimuller, J. (2004). Benefit Entitlement and Unemployment Duration: The Role of Policy Endogeneity. En: Journal of Public Economic Vol. 88, No 12, p. 2587-2616.Lalive, R.; van Ours, J. y Zweimuller, J. (2006). How Changes in Financial Incentives Affect the Duration of Unemployment. En: Review of Economics Studies, Vol. 73, No 4, p. 1009-1038.Layard, R.; Nickell, S. y Jackman, R. (1991). Unemployment: Macroeconomic Performance and the Labour Market, Ed. Oxford University Press, London, 623p.Martin, J. y Grubb, D. (2001). What Works and for Whom: a Review of OECD Countries’ Experiences with Active Labour Market Policies, En: Swedish Economic Review, Vol. 8, No 2, p. 9-56.Melguizo, A. y González-Páramo, J. M. (2013). Who bears labour taxes and social contributions. En: SERIEs Spanish Economic Association, Vol. 4, No. 3, p. 247-271.Mooij, R. y Keen, M. (2012). Fiscal Devaluation and Fiscal Consolidation: The VAT in troubled times, En: IMF Working Paper No. 12/85, Washington, 48p.Nickell, S. J. (2006). The CEP-OECD Institutions Dataset (1960-2004). CEP Discussion Paper No. 759, CEP-LSE, 22p.Nickell, S. (1997). Unemployment and Labour Market Rigidities: Europe versus North America. 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Institute for Advanced Labour Studies, AIAS, University of Amsterdam, Amsterdam.http://creativecommons.org/licenses/by-nc-sa/4.0/http://purl.org/coar/access_right/c_abf2Semestre Económico Universidad de Medellín; Vol. 20, núm. 42 (2017); 17-452248-43450120-6346Labor marketUnemployment rateLabor market regulationProduct market regulationpanel dataEuropeMercado laboralTasa de desempleoRegulación del mercado de trabajoRegulación del mercado de productosDatos de panelEuropaMercado laboralTaxa de desempregoRegulação do mercado de trabalhoRegulação do mercado de produtosDados de painelEuropaEfectos de las variables macroeconómicas e institucionales en el desempleo: análisis para Europa (1985-2011)Effects of macroeconomic and institutional variables on unemployment: The European case (1985-2011)Efeitos das variáveis macroeconômicas e intitucionais no desemprego: Anáilse para Europa (1985-2011)Articleinfo:eu-repo/semantics/articlehttp://purl.org/coar/version/c_970fb48d4fbd8a85http://purl.org/coar/resource_type/c_6501http://purl.org/coar/resource_type/c_2df8fbb1Comunidad Universidad de MedellínLat: 06 15 00 N  degrees minutes  Lat: 6.2500  decimal degreesLong: 075 36 00 W  degrees minutes  Long: -75.6000  decimal degreesMedellínMingorance-Arnáiz, Ana CristinaCalvo-Bernardino, AntonioBarruso-Castillo, BegoñaMingorance-Arnáiz, Ana Cristina; Universidad CEU San PabloCalvo-Bernardino, Antonio; Universidad CEU San PabloBarruso-Castillo, Begoña; Universidad CEU San PabloTHUMBNAILSemestre_Economico_312.pdf.jpgSemestre_Economico_312.pdf.jpgIM Thumbnailimage/jpeg7997http://repository.udem.edu.co/bitstream/11407/3566/3/Semestre_Economico_312.pdf.jpg6a5c513e32f200be3a850169f0df7a7fMD53ORIGINALArticulo.htmltext/html493http://repository.udem.edu.co/bitstream/11407/3566/1/Articulo.htmla3aebf7d64716e97938103020ddeb5cdMD51Semestre_Economico_312.pdfSemestre_Economico_312.pdfapplication/pdf492118http://repository.udem.edu.co/bitstream/11407/3566/2/Semestre_Economico_312.pdf17a397369336592b89ed1b54a4ff5a62MD5211407/3566oai:repository.udem.edu.co:11407/35662020-05-27 19:17:18.388Repositorio Institucional Universidad de Medellinrepositorio@udem.edu.co