IDEAS home Printed from https://ideas.repec.org/p/ecb/ecbwps/20172043.html
   My bibliography  Save this paper

Did the crisis permanently scar the Portuguese labour market? Evidence from a Markov-switching Beveridge curve analysis

Author

Listed:
  • Vansteenkiste, Isabel

Abstract

In this paper we analyse to what extent the outward shift in the Portuguese Beveridge curve since 2007 has been due to structural or cyclical factors and how likely the outward shift will persist. We do this by empirically estimating the Beveridge curve in a Markov-switching panel setting with time-varying transition probabilities for the US, Portugal and Spain using monthly data for the period 1986m1-2014m12. These time-varying transition probabilities are in turn determined by a set of structural indicators which could affect the matching efficiency in the labour market. The results show that the sharp outward shift in the Portuguese Beveridge curve was to a large extent driven by cyclical factors. However, it was compounded by some structural factors, namely, the relatively high level of employment protection together with the relatively high minimum wage ratio and the relatively generous unemployment benefit system. JEL Classification: C23, C24, J63, J64, J65

Suggested Citation

  • Vansteenkiste, Isabel, 2017. "Did the crisis permanently scar the Portuguese labour market? Evidence from a Markov-switching Beveridge curve analysis," Working Paper Series 2043, European Central Bank.
  • Handle: RePEc:ecb:ecbwps:20172043
    Note: 288980
    as

    Download full text from publisher

    File URL: https://www.ecb.europa.eu//pub/pdf/scpwps/ecbwp2043.en.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Steve Nickell & Jan van Ours, 2000. "Why has Unemployment in the Netherlands and the United Kingdom Fallen so Much?," Canadian Public Policy, University of Toronto Press, vol. 26(s1), pages 201-220, July.
    2. repec:bla:econom:v:47:y:1980:i:185:p:35-50 is not listed on IDEAS
    3. Christopher A. Pissarides & Barbara Petrongolo, 2001. "Looking into the Black Box: A Survey of the Matching Function," Journal of Economic Literature, American Economic Association, vol. 39(2), pages 390-431, June.
    4. Nakajima, Makoto, 2012. "A quantitative analysis of unemployment benefit extensions," Journal of Monetary Economics, Elsevier, vol. 59(7), pages 686-702.
    5. Steven J. Davis & R. Jason Faberman & John C. Haltiwanger, 2012. "Recruiting Intensity during and after the Great Recession: National and Industry Evidence," American Economic Review, American Economic Association, vol. 102(3), pages 584-588, May.
    6. Hamilton, James D, 1989. "A New Approach to the Economic Analysis of Nonstationary Time Series and the Business Cycle," Econometrica, Econometric Society, vol. 57(2), pages 357-384, March.
    7. Vanhala, Juuso & Bonthuis, Boele & Jarvis, Valerie, 2013. "What’s going on behind the euro area Beveridge curve(s)?," Working Paper Series 1586, European Central Bank.
    8. Filardo, Andrew J, 1994. "Business-Cycle Phases and Their Transitional Dynamics," Journal of Business & Economic Statistics, American Statistical Association, vol. 12(3), pages 299-308, July.
    9. Hamilton, James D., 1996. "Specification testing in Markov-switching time-series models," Journal of Econometrics, Elsevier, vol. 70(1), pages 127-157, January.
    10. Christopher A. Pissarides, 2000. "Equilibrium Unemployment Theory, 2nd Edition," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262161877, April.
    11. Blanchard, Olivier J. & Summers, Lawrence H., 1987. "Hysteresis in unemployment," European Economic Review, Elsevier, vol. 31(1-2), pages 288-295.
    12. Arpaia, Alfonso & Kiss, Aron & Turrini, Alessandro, 2014. "Is Unemployment Structural or Cyclical? Main Features of Job Matching in the EU after the Crisis," IZA Policy Papers 91, Institute of Labor Economics (IZA).
    13. Engel, Charles & Hakkio, Craig S, 1996. "The Distribution of Exchange Rates in the EMS," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 1(1), pages 55-67, January.
    14. Garcia, Rene, 1998. "Asymptotic Null Distribution of the Likelihood Ratio Test in Markov Switching Models," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 39(3), pages 763-788, August.
    15. Pedro Portugal & Olympia Bover, 1998. "A Comparative Study of The Portuguese and Spanish Labour Markets," Working Papers w199801, Banco de Portugal, Economics and Research Department.
    16. Howard J. Wall & Gylfi Zoega, 2002. "The British Beveridge curve: A tale of ten regions," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 64(3), pages 257-276, July.
    17. Oliver Jean Blanchard & Peter Diamond, 1989. "The Beveridge Curve," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 20(1), pages 1-76.
    18. Mortensen, Dale & Pissarides, Christopher, 2011. "Job Creation and Job Destruction in the Theory of Unemployment," Ekonomicheskaya Politika / Economic Policy, Russian Presidential Academy of National Economy and Public Administration, vol. 1, pages 1-19.
    19. Pedro Portugal & Olivier Blanchard, 2001. "What Hides Behind an Unemployment Rate: Comparing Portuguese and U.S. Labor Markets," American Economic Review, American Economic Association, vol. 91(1), pages 187-207, March.
    20. Simon van Norden & Huntley Schaller & ), 1995. "Speculative Behaviour, Regime-Switching, and Stock Market Crashes," Econometrics 9502003, University Library of Munich, Germany.
    21. repec:bla:obuest:v:64:y:2002:i:3:p:261-80 is not listed on IDEAS
    22. Rand Ghayad, 2013. "A decomposition of shifts of the Beveridge curve," Public Policy Brief, Federal Reserve Bank of Boston.
    23. Bart Hobijn, 2012. "The industry-occupation mix of U.S. job openings and hires," Working Paper Series 2012-09, Federal Reserve Bank of San Francisco.
    24. repec:bla:econom:v:58:y:1991:i:231:p:279-97 is not listed on IDEAS
    25. F. Bouvet, 2012. "The Beveridge curve in Europe: new evidence using national and regional data," Applied Economics, Taylor & Francis Journals, vol. 44(27), pages 3585-3604, September.
    26. Vansteenkiste, Isabel, 2011. "What is driving oil futures prices? Fundamentals versus speculation," Working Paper Series 1371, European Central Bank.
    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. Jamilu Said Babangida & Asad Ul Islam Khan & Ahmet Faruk Aysan, 2024. "Examining the Shifting Dynamics of the Beveridge Curve in the Turkish Labor Market during Crises," Economies, MDPI, vol. 12(5), pages 1-16, May.
    2. Olivier Blanchard & Pedro Portugal, 2017. "Boom, slump, sudden stops, recovery, and policy options. Portugal and the Euro," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 16(3), pages 149-168, December.

    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. Miyamoto Hiroaki & Suphaphiphat Nujin, 2021. "Mitigating Long-term Unemployment in Europe," IZA Journal of Labor Policy, Sciendo & Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 11(1), pages 1-27, May.
    2. Klinger, Sabine & Weber, Enzo, 2014. "Decomposing Beveridge curve dynamics by correlated unobserved components: The impact of labour market reforms in Germany," VfS Annual Conference 2014 (Hamburg): Evidence-based Economic Policy 100499, Verein für Socialpolitik / German Economic Association.
    3. Sabine Klinger & Enzo Weber, 2016. "Decomposing Beveridge Curve Dynamics By Correlated Unobserved Components," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 78(6), pages 877-894, December.
    4. Hugo Erken & Eric van Loon & Wouter Verbeek, 2015. "Mismatch on the Dutch labour market in the Great Recession," CPB Discussion Paper 303.rdf, CPB Netherlands Bureau for Economic Policy Analysis.
    5. Hugo Erken & Eric van Loon & Wouter Verbeek, 2015. "Mismatch on the Dutch labour market in the Great Recession," CPB Discussion Paper 303, CPB Netherlands Bureau for Economic Policy Analysis.
    6. Michael Christl, 2020. "A Beveridge curve decomposition for Austria: did the liberalisation of the Austrian labour market shift the Beveridge curve?," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 54(1), pages 1-15, December.
    7. Anna Batyra & David de la Croix & Olivier Pierrard & Henri Sneessens, 2016. "Structural changes in the labor market and the rise of early retirement in Europe," LIDAM Discussion Papers IRES 2016022, Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES).
    8. Rogerson, Richard & Shimer, Robert, 2011. "Search in Macroeconomic Models of the Labor Market," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 7, pages Pages: 61, Elsevier.
    9. Andrew Ang & Allan Timmermann, 2012. "Regime Changes and Financial Markets," Annual Review of Financial Economics, Annual Reviews, vol. 4(1), pages 313-337, October.
    10. Ambra Poggi, 2019. "Regional labour markets in Spain: Can flexibility and local democracy reduce inefficiencies?," Papers in Regional Science, Wiley Blackwell, vol. 98(3), pages 1499-1516, June.
    11. Domenico Ferraro, 2018. "The Asymmetric Cyclical Behavior of the U.S. Labor Market," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 30, pages 145-162, October.
    12. Vansteenkiste, Isabel, 2011. "What is driving oil futures prices? Fundamentals versus speculation," Working Paper Series 1371, European Central Bank.
    13. Crawley, Andrew & Welch, Sarah & Yung, Julieta, 2021. "Improving estimates of job matching efficiency with different measures of unemployment," Journal of Macroeconomics, Elsevier, vol. 67(C).
    14. Richard Dutu & Mark J. Holmes & Brian Silverstone, 2016. "Modelling A Regime-Shifting Beveridge Curve," Bulletin of Economic Research, Wiley Blackwell, vol. 68(1), pages 90-104, January.
    15. Guerrazzi, Marco & Meccheri, Nicola, 2012. "From wage rigidity to labour market institution rigidity: A turning-point in explaining unemployment?," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 41(2), pages 189-197.
    16. Brown, Alessio & Merkl, Christian & Snower, Dennis, 2015. "An Incentive Theory Of Matching," Macroeconomic Dynamics, Cambridge University Press, vol. 19(3), pages 643-668, April.
    17. Carlsson, Mikael & Eriksson, Stefan & Gottfries, Nils, 2006. "Testing Theories of Job Creation: Does Supply Create Its Own Demand?," Working Paper Series 194, Sveriges Riksbank (Central Bank of Sweden).
    18. Postel-Vinay, Fabien & Jolivet, Grégory & Borowczyk-Martins, Daniel, 2011. "Accounting For Endogenous Search Behavior in Matching Function Estimation," CEPR Discussion Papers 8471, C.E.P.R. Discussion Papers.
    19. Regis Barnichon & Andrew Figura, 2015. "Labor Market Heterogeneity and the Aggregate Matching Function," American Economic Journal: Macroeconomics, American Economic Association, vol. 7(4), pages 222-249, October.
    20. repec:wsr:wpaper:y:2010:i:057 is not listed on IDEAS
    21. Masaru Chiba, 2023. "Robust and efficient specification tests in Markov-switching autoregressive models," Statistical Inference for Stochastic Processes, Springer, vol. 26(1), pages 99-137, April.

    More about this item

    Keywords

    Beveridge Curve; Labour market policies; Markov-Switching Model; Panel data;
    All these keywords.

    JEL classification:

    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • C24 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Truncated and Censored Models; Switching Regression Models; Threshold Regression Models
    • J63 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Turnover; Vacancies; Layoffs
    • J64 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Unemployment: Models, Duration, Incidence, and Job Search
    • J65 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Unemployment Insurance; Severance Pay; Plant Closings

    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:ecb:ecbwps:20172043. 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: Official Publications (email available below). General contact details of provider: https://edirc.repec.org/data/emieude.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.