IDEAS home Printed from https://ideas.repec.org/p/arx/papers/2104.01097.html
   My bibliography  Save this paper

A general methodology to measure labour market dynamics

Author

Listed:
  • Davide Fiaschi
  • Cristina Tealdi

Abstract

We propose a general methodology to measure labour market dynamics, inspired by the search and matching framework, based on the estimate of the transition rates between labour market states. We show how to estimate instantaneous transition rates starting from discrete time observations provided in longitudinal datasets, allowing for any number of states. We illustrate the potential of such methodology using Italian labour market data. First, we decompose the unemployment rate fluctuations into inflow and outflow driven components; then, we evaluate the impact of the implementation of a labour market reform, which substantially changed the regulations of temporary contracts.

Suggested Citation

  • Davide Fiaschi & Cristina Tealdi, 2021. "A general methodology to measure labour market dynamics," Papers 2104.01097, arXiv.org.
  • Handle: RePEc:arx:papers:2104.01097
    as

    Download full text from publisher

    File URL: http://arxiv.org/pdf/2104.01097
    File Function: Latest version
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Michael R. Darby & John C. Haltiwanger & Mark W. Plant, 1986. "The Ins and Outs of Unemployment: The Ins Win," UCLA Economics Working Papers 411, UCLA Department of Economics.
    2. Christopher A. Pissarides, 2000. "Equilibrium Unemployment Theory, 2nd Edition," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262161877, December.
    3. Gomes, Pedro, 2012. "Labour market flows: Facts from the United Kingdom," Labour Economics, Elsevier, vol. 19(2), pages 165-175.
    4. Elsby, Michael W.L. & Hobijn, Bart & Şahin, Ayşegül, 2015. "On the importance of the participation margin for labor market fluctuations," Journal of Monetary Economics, Elsevier, vol. 72(C), pages 64-82.
    5. Gary Solon & Ryan Michaels & Michael W. L. Elsby, 2009. "The Ins and Outs of Cyclical Unemployment," American Economic Journal: Macroeconomics, American Economic Association, vol. 1(1), pages 84-110, January.
    6. 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.
    7. Fontaine, Idriss & Gálvez-Iniesta, Ismael & Gomes, Pedro & Vila-Martin, Diego, 2020. "Labour market flows: Accounting for the public sector," Labour Economics, Elsevier, vol. 62(C).
    8. Maurizio Baussola & Chiara Mussida, 2014. "Transitions in the Labour Market: Discouragement Effect and Individual Characteristics," LABOUR, CEIS, vol. 28(2), pages 209-232, June.
    9. repec:hal:spmain:info:hdl:2441/8921 is not listed on IDEAS
    10. Regis Barnichon & Christopher J. Nekarda, 2012. "The Ins and Outs of Forecasting Unemployment: Using Labor Force Flows to Forecast the Labor Market," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 43(2 (Fall)), pages 83-131.
    11. 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.
    12. Jennifer C. Smith, 2011. "The Ins and Outs of UK Unemployment," Economic Journal, Royal Economic Society, vol. 121(552), pages 402-444, May.
    13. Layard, Richard & Nickell, Stephen & Jackman, Richard, 2005. "Unemployment: Macroeconomic Performance and the Labour Market," OUP Catalogue, Oxford University Press, number 9780199279173, Decembrie.
    14. Clemen, Robert T., 1989. "Combining forecasts: A review and annotated bibliography," International Journal of Forecasting, Elsevier, vol. 5(4), pages 559-583.
    15. Barbara Petrongolo & Christopher A. Pissarides, 2008. "The Ins and Outs of European Unemployment," American Economic Review, American Economic Association, vol. 98(2), pages 256-262, May.
    16. Olivier J. Blanchard & Daniel Leigh, 2013. "Growth Forecast Errors and Fiscal Multipliers," American Economic Review, American Economic Association, vol. 103(3), pages 117-120, May.
    17. Pietro Garibaldi & Etienne Wasmer, 2005. "Equilibrium Search Unemployment, Endogenous Participation, And Labor Market Flows," Journal of the European Economic Association, MIT Press, vol. 3(4), pages 851-882, June.
    18. Robert B. Israel & Jeffrey S. Rosenthal & Jason Z. Wei, 2001. "Finding Generators for Markov Chains via Empirical Transition Matrices, with Applications to Credit Ratings," Mathematical Finance, Wiley Blackwell, vol. 11(2), pages 245-265, April.
    19. Borowczyk-Martins, Daniel & Lalé, Etienne, 2020. "The ins and outs of involuntary part-time employment," Labour Economics, Elsevier, vol. 67(C).
    20. Boeri, Tito & Garibaldi, Pietro, 2019. "A tale of comprehensive labor market reforms: Evidence from the Italian jobs act," Labour Economics, Elsevier, vol. 59(C), pages 33-48.
    21. Shigeru Fujita & Garey Ramey, 2009. "The Cyclicality Of Separation And Job Finding Rates," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 50(2), pages 415-430, May.
    22. Silva, José I. & Vázquez-Grenno, Javier, 2013. "The ins and outs of unemployment in a two-tier labor market," Labour Economics, Elsevier, vol. 24(C), pages 161-169.
    23. Pietro Garibaldi & Paolo Mauro, 2002. "Anatomy of employment growth [‘Growth and unemployment’]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 17(34), pages 67-114.
    24. By Matthias S. Hertweck & Oliver Sigrist, 2015. "The ins and outs of German unemployment: a transatlantic perspective," Oxford Economic Papers, Oxford University Press, vol. 67(4), pages 1078-1095.
    25. Edmund S. Phelps, 1968. "Money-Wage Dynamics and Labor-Market Equilibrium," Journal of Political Economy, University of Chicago Press, vol. 76(4), pages 678-678.
    26. repec:hal:wpspec:info:hdl:2441/8921 is not listed on IDEAS
    27. Robert Shimer, 2012. "Reassessing the Ins and Outs of Unemployment," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 15(2), pages 127-148, April.
    28. Cristiano Perugini & Marcello Signorelli, 2007. "Labour Market Performance Differentials and Dynamics in EU-15 Countries and Regions," European Journal of Comparative Economics, Cattaneo University (LIUC), vol. 4(2), pages 209-262, September.
    29. Barnichon, Regis & Garda, Paula, 2016. "Forecasting unemployment across countries: The ins and outs," European Economic Review, Elsevier, vol. 84(C), pages 165-183.
    30. Pedro Gomes, 2015. "The importance of frequency in estimating labour market transition rates," IZA Journal of Labor Economics, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 4(1), pages 1-10, December.
    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. Chopra, ParveshK., 2022. "A Systems Model to Measure Labour Market Dynamics," Economia Internazionale / International Economics, Camera di Commercio Industria Artigianato Agricoltura di Genova, vol. 75(4), pages 465-518.

    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. Fontaine, Idriss & Gálvez-Iniesta, Ismael & Gomes, Pedro & Vila-Martin, Diego, 2020. "Labour market flows: Accounting for the public sector," Labour Economics, Elsevier, vol. 62(C).
    2. Razzu, Giovanni & Singleton, Carl, 2016. "Gender and the business cycle: An analysis of labour markets in the US and UK," Journal of Macroeconomics, Elsevier, vol. 47(PB), pages 131-146.
    3. Simmons, Michael, 2023. "Job-to-job transitions, job finding and the ins of unemployment," Labour Economics, Elsevier, vol. 80(C).
    4. Chassamboulli, Andri & Fontaine, Idriss & Gálvez-Iniesta, Ismael & Gomes, Pedro, 2024. "Immigration and labour market flows," Labour Economics, Elsevier, vol. 86(C).
    5. Hairault, Jean-Olivier & Le Barbanchon, Thomas & Sopraseuth, Thepthida, 2015. "The cyclicality of the separation and job finding rates in France," European Economic Review, Elsevier, vol. 76(C), pages 60-84.
    6. Silva, José I. & Vázquez-Grenno, Javier, 2013. "The ins and outs of unemployment in a two-tier labor market," Labour Economics, Elsevier, vol. 24(C), pages 161-169.
    7. Jósef Sigurdsson, 2011. "Unemployment Dynamics and Cyclical Fluctuations in the Icelandic Labour Market," Economics wp56, Department of Economics, Central bank of Iceland.
    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. Ronald Bachmann & Peggy Bechara & Anica Kramer & Sylvi Rzepka, 2015. "Labour market dynamics and worker heterogeneity during the Great Recession – Evidence from Europe," IZA Journal of European Labor Studies, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 4(1), pages 1-29, December.
    10. Michael W. L. Elsby & Bart Hobijn & Ayşegül Şahin, 2013. "Unemployment Dynamics in the OECD," The Review of Economics and Statistics, MIT Press, vol. 95(2), pages 530-548, May.
    11. Pedro Gomes, 2015. "The importance of frequency in estimating labour market transition rates," IZA Journal of Labor Economics, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 4(1), pages 1-10, December.
    12. Ajax Moreira & Miguel N. Foguel & Carlos Henrique Corseuil, 2021. "The ins and outs of unemployment over different time horizons," Empirical Economics, Springer, vol. 60(5), pages 2533-2556, May.
    13. Elsby, Michael W.L. & Hobijn, Bart & Şahin, Ayşegül, 2015. "On the importance of the participation margin for labor market fluctuations," Journal of Monetary Economics, Elsevier, vol. 72(C), pages 64-82.
    14. Borowczyk-Martins, Daniel & Lalé, Etienne, 2020. "The ins and outs of involuntary part-time employment," Labour Economics, Elsevier, vol. 67(C).
    15. Portugal, Pedro & Rua, António, 2018. "Zooming the Ins and Outs of the U.S. Unemployment with a Wavelet Lens," IZA Discussion Papers 11559, Institute of Labor Economics (IZA).
    16. Gomes, Pedro, 2012. "Labour market flows: Facts from the United Kingdom," Labour Economics, Elsevier, vol. 19(2), pages 165-175.
    17. Silva, José I. & Vázquez-Grenno, Javier, 2013. "The ins and outs of unemployment in a two-tier labor market," Labour Economics, Elsevier, vol. 24(C), pages 161-169.
    18. Thorleifsson, Oskar, 2021. "Unemployment Dynamics in the Nordics : Is there Heterogeneity in the Relative Importance of Ins and Outs?," Warwick-Monash Economics Student Papers 22, Warwick Monash Economics Student Papers.
    19. Gábor Pintér, 2019. "House Prices and Job Losses," The Economic Journal, Royal Economic Society, vol. 129(618), pages 991-1013.
    20. Lin, Ching-Yang & Miyamoto, Hiroaki, 2012. "Gross worker flows and unemployment dynamics in Japan," Journal of the Japanese and International Economies, Elsevier, vol. 26(1), pages 44-61.

    More about this item

    JEL classification:

    • C18 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Methodolical Issues: General
    • C53 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Forecasting and Prediction Models; Simulation Methods
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • E24 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity
    • J6 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers

    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:arx:papers:2104.01097. 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: arXiv administrators (email available below). General contact details of provider: http://arxiv.org/ .

    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.