IDEAS home Printed from https://ideas.repec.org/a/prg/jnlpep/v2017y2017i4id620p438-449.html
   My bibliography  Save this article

Modelling of Unemployment Duration in the Czech Republic

Author

Listed:
  • Adam Čabla
  • Ivana Malá

Abstract

The paper examines the duration of unemployment in the Czech Republic in the three selected years (2008, 2010 and 2014). It is based on the Czech Statistical Office data collected from the Labour Force Sample Survey. Lognormal probability distribution (unimodal positively skewed heavy-tailed distribution) is used in the Accelerated Failure Time regression model including the following factor explanatory variables: years (three levels, 2008, 2010, 2014), gender (two levels), education (four levels), five-year age groups (nine levels) and municipality size (five levels). Apart from this parametric model, Turnbull's nonparametric estimator of the survival function is evaluated for subsamples defined by the year, gender and education. The effects of education and gender - a strong positive one of the former and less significant one of the latter, respectively - are quantified and assessed.

Suggested Citation

  • Adam Čabla & Ivana Malá, 2017. "Modelling of Unemployment Duration in the Czech Republic," Prague Economic Papers, Prague University of Economics and Business, vol. 2017(4), pages 438-449.
    • Handle: RePEc:prg:jnlpep:v:2017:y:2017:i:4:id:620:p:438-449
    DOI: 10.18267/j.pep.620
    as

    Download full text from publisher

    File URL: http://pep.vse.cz/doi/10.18267/j.pep.620.html
    Download Restriction: free of charge
    File URL: http://pep.vse.cz/doi/10.18267/j.pep.620.pdf
    Download Restriction: free of charge
    File URL: https://libkey.io/10.18267/j.pep.620?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Fay, Michael P. & Shaw, Pamela A., 2010. "Exact and Asymptotic Weighted Logrank Tests for Interval Censored Data: The interval R Package," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 36(i02).
    2. Alan B. Krueger & Andreas Mueller, 2011. "Job Search and Job Finding in a Period of Mass Unemployment: Evidence from High-Frequency Longitudinal Data," Working Papers 1295, Princeton University, Department of Economics, Center for Economic Policy Studies..
    3. repec:pri:cepsud:215krueger is not listed on IDEAS
    4. Alan B. Krueger & Andreas Mueller, 2011. "Job Search, Emotional Well-Being and Job Finding in a Period of Mass Unemployment: Evidence from High-Frequency Longitudinal Data," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 42(1 (Spring), pages 1-81.
    5. repec:pri:indrel:dsp014j03cz656 is not listed on IDEAS
    6. Krueger, Alan B. & Mueller, Andreas I., 2011. "Job Search and Job Finding in a Period of Mass Unemployment: Evidence from High-Frequency Longitudinal Data," IZA Discussion Papers 5450, Institute of Labor Economics (IZA).
    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. Ivana Malá & Adam Èabla, 2022. "Modelling of the Unemployment Duration in the Czech Republic Based on Aggregated Complete and Individual Censored Data," Journal of Economics / Ekonomicky casopis, Institute of Economic Research, Slovak Academy of Sciences, vol. 70(2), pages 171-187, 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. Kyle Herkenhoff & Lee Ohanian, 2019. "The Impact of Foreclosure Delay on U.S. Employment," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 31, pages 63-83, January.
    2. Lídia Farré & Francesco Fasani & Hannes Mueller, 2018. "Feeling useless: the effect of unemployment on mental health in the Great Recession," IZA Journal of Labor Economics, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 7(1), pages 1-34, December.
    3. Koenig, Felix & Manning, Alan & Petrongolo, Barbara, 2014. "Reservation wages and the wage flexibility puzzle," LSE Research Online Documents on Economics 60613, London School of Economics and Political Science, LSE Library.
    4. Robert E. Hall & Sam Schulhofer-Wohl, 2018. "Measuring Job-Finding Rates and Matching Efficiency with Heterogeneous Job-Seekers," American Economic Journal: Macroeconomics, American Economic Association, vol. 10(1), pages 1-32, January.
    5. Michaillat, Pascal & Saez, Emmanuel, 2019. "Beveridgean Unemployment Gap," CEPR Discussion Papers 14132, C.E.P.R. Discussion Papers.
    6. Stefania Albanesi & Aysegul Sahin, 2018. "The Gender Unemployment Gap," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 30, pages 47-67, October.
    7. Anne C. Gielen & Jan C. Ours, 2014. "Unhappiness and Job Finding," Economica, London School of Economics and Political Science, vol. 81(323), pages 544-565, July.
    8. Xiongtao Dai & Zhenhua Lin & Hans‐Georg Müller, 2021. "Modeling sparse longitudinal data on Riemannian manifolds," Biometrics, The International Biometric Society, vol. 77(4), pages 1328-1341, December.
    9. Marianna Kudlyak & Damba Lkhagvasuren & Roman Susuyev, 2012. "Sorting by Skill over the Course of Job Search," Working Papers 12011, Concordia University, Department of Economics, revised 18 Apr 2012.
    10. R. Jason Faberman & Marianna Kudlyak, 2019. "The Intensity of Job Search and Search Duration," American Economic Journal: Macroeconomics, American Economic Association, vol. 11(3), pages 327-357, July.
    11. Jiwon Choi & Ilyana Kuziemko & Ebonya L. Washington & Gavin Wright, 2021. "Local Economic and Political Effects of Trade Deals: Evidence from NAFTA," NBER Working Papers 29525, National Bureau of Economic Research, Inc.
    12. W. Similan Rujiwattanapong, 2019. "Unemployment Dynamics and Endogenous Unemployment Insurance Extensions," Discussion Papers 1909, Centre for Macroeconomics (CFM).
    13. Stefano Della & Jörg Heining & Johannes F Schmieder & Simon Trenkle, 2023. "Evidence on Job Search Models from a Survey of Unemployed Workers in Germany," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 137(2), pages 1181-1232.
    14. Panos Sousounis & Gauthier Lanot, 2022. "Minimum Wage Effects on Reservation Wages," Journal of Labor Research, Springer, vol. 43(3), pages 415-439, December.
    15. Marinescu, Ioana, 2017. "The general equilibrium impacts of unemployment insurance: Evidence from a large online job board," Journal of Public Economics, Elsevier, vol. 150(C), pages 14-29.
    16. Jan Eeckhout & Ilse Lindenlaub, 2019. "Unemployment Cycles," American Economic Journal: Macroeconomics, American Economic Association, vol. 11(4), pages 175-234, October.
    17. Camille Landais, 2015. "Assessing the Welfare Effects of Unemployment Benefits Using the Regression Kink Design," American Economic Journal: Economic Policy, American Economic Association, vol. 7(4), pages 243-278, November.
    18. Guiné, Raquel P. F. & Ferrão, Ana Cristina & Correia, Paula & Cardoso, Ana Paula & Ferreira, Manuela & Duarte, João, 2019. "Influence Of Emotional Determinants On The Food Choices Of The Portuguese," EUREKA: Social and Humanities, Scientific Route OÜ, issue 5, pages 31-44.
    19. Bermingham, Colin & Coates, Dermot & Larkin, John & O'Brien, Derry & O'Reilly, Gerard, 2012. "Explaining Irish Inflation During the Financial Crisis," Research Technical Papers 09/RT/12, Central Bank of Ireland.
    20. Andreas I. Mueller & Johannes Spinnewijn & Giorgio Topa, 2021. "Job Seekers' Perceptions and Employment Prospects: Heterogeneity, Duration Dependence, and Bias," American Economic Review, American Economic Association, vol. 111(1), pages 324-363, January.

    More about this item

    Keywords

    unemployment duration; AFT model; Turnbull's estimator; interval censored data;
    All these keywords.

    JEL classification:

    • C41 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Duration Analysis; Optimal Timing Strategies
    • E24 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity
    • J64 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Unemployment: Models, Duration, Incidence, and Job Search

    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:prg:jnlpep:v:2017:y:2017:i:4:id:620:p:438-449. 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: Stanislav Vojir (email available below). General contact details of provider: https://edirc.repec.org/data/uevsecz.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.