IDEAS home Printed from https://ideas.repec.org/a/ags/polvaa/256944.html
   My bibliography  Save this article

Wielomianowa analiza logitowa w badaniach aktywności ekonomicznej ludności wiejskiej

Author

Listed:
  • Kołodziejczak, Włodzimierz
  • Wysocki, Feliks

Abstract

Multinomial logistic regression can be used to analyse economic activity of population and labour market. Its application enables to decompose labour resources according to selected demographic and socio-economic traits in relation to the degree of change in the state of economic population activity. The aim of the paper is to present the possibilities of using the logit models to assess the chances (risks) and probabilities of changes in the state of economic population activity depending on its selected socio-demographic traits. The flows from employment to unemployment, and to economic inactivity were discussed. The research method and the data were described. An interpretation of selected research results was also presented. Due to the need to follow changes of the state of economic population activity over time, individual raw data from the Labour Force Survey are relevant to build multinomial logit models of the labour market. The possibility of decomposition is limited by the size of the sample, which results from the structure of population under Labour Force Survey and from the length of the analysed period. In practice, a satisfactory model alignment requires a consideration of an analysis period which is at least several years long (and combining the data into a coherent base) along with an aggregation of certain population groups (e.g. all non-agricultural sections of PKD or contiguous age classes). Moreover, correct inference also requires knowledge and experience of a researcher and it should take account of a broad socio-economic context, i.e. quality conditions of the reference system.

Suggested Citation

  • Kołodziejczak, Włodzimierz & Wysocki, Feliks, 2016. "Wielomianowa analiza logitowa w badaniach aktywności ekonomicznej ludności wiejskiej," Village and Agriculture (Wieś i Rolnictwo), Polish Academy of Sciences (IRWiR PAN), Institute of Rural and Agricultural Development, vol. 2(171).
    • Handle: RePEc:ags:polvaa:256944
    DOI: 10.22004/ag.econ.256944
    as

    Download full text from publisher

    File URL: https://ageconsearch.umn.edu/record/256944/files/Ko%C5%82odziejczak_Wysocki.pdf
    Download Restriction: no
    File URL: https://libkey.io/10.22004/ag.econ.256944?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
    ---><---

    References listed on IDEAS

    as
    1. Kupets, Olga, 2006. "Determinants of unemployment duration in Ukraine," Journal of Comparative Economics, Elsevier, vol. 34(2), pages 228-247, June.
    2. Joanna Tyrowicz & Piotr Wójcik, 2010. "Unemployment Convergence in Transition," Studies in Economic Transition, in: Enrico Marelli & Marcello Signorelli (ed.), Economic Growth and Structural Features of Transition, chapter 11, pages 236-259, Palgrave Macmillan.
    3. Bodea, Tudor D. & Garrow, Laurie A. & Meyer, Michael D. & Ross, Catherine L., 2009. "Socio-demographic and built environment influences on the odds of being overweight or obese: The Atlanta experience," Transportation Research Part A: Policy and Practice, Elsevier, vol. 43(4), pages 430-444, May.
    4. Darja Boršič & Alenka Kavkler, 2009. "Modeling Unemployment Duration in Slovenia using Cox Regression Models," Transition Studies Review, Springer;Central Eastern European University Network (CEEUN), vol. 16(1), pages 145-156, May.
    5. Rizov, Marian, 2005. "Pull and push: individual farming in Hungary," Food Policy, Elsevier, vol. 30(1), pages 43-62, February.
    Full references (including those not matched with items on IDEAS)

    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. Joanna TYROWICZ & Piotr W�JCIK, 2009. "Some Remarks On The Effects Of Active Labour Market Policies In Post-Transition," Journal of Applied Economic Sciences, Spiru Haret University, Faculty of Financial Management and Accounting Craiova, vol. 4(2(8)_ Sum).
    2. Aysit Tansel & H. Mehmet Taşçı, 2010. "Hazard Analysis of Unemployment Duration by Gender in a Developing Country: The Case of Turkey," LABOUR, CEIS, vol. 24(4), pages 501-530, December.
    3. World Bank, 2005. "Ukraine : Poverty Assessment, Poverty and Inequality in a Growing Economy," World Bank Publications - Reports 8803, The World Bank Group.
    4. Mesén Vargas, Juliana & Van der Linden, Bruno, 2017. "Is There Always a Trade-off between Insurance and Incentives? The Case of Unemployment with Subsistence Constraints," IZA Discussion Papers 11034, Institute of Labor Economics (IZA).
    5. Joanna Tyrowicz & Piotr Wojcik, 2011. "Nonlinear Stochastic Convergence Analysis of Regional Unemployment Rates in Poland," Review of Economic Analysis, Digital Initiatives at the University of Waterloo Library, vol. 3(1), pages 59-79, July.
    6. Fredriksson, Lena & Rizov, Marian & Davidova, Sophia & Bailey, Alastair, 2021. "Smallholder Farms in Bulgaria and Their Contributions to Food and Social Security," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 13(14).
    7. Agnieszka Bielinska-Kwapisz, 2014. "Do football teams learn from changing coaches? A test of the deceleration hypothesis," Cogent Economics & Finance, Taylor & Francis Journals, vol. 2(1), pages 1-9, December.
    8. Mill�n D�az-Foncea & Carmen Marcuello, 2014. "The Relation between Total Employment and Cooperative Employment: A Convergence and Causality Analysis," Spatial Economic Analysis, Taylor & Francis Journals, vol. 9(1), pages 71-92, March.
    9. Tilman Brück & Alexander M. Danzer & Alexander Muravyev & Natalia Weißhaar, 2007. "Determinants of Poverty during Transition: Household Survey Evidence from Ukraine," ESCIRRU Working Papers 2, DIW Berlin, German Institute for Economic Research.
    10. Kupets, Olga, 2005. "What Is Behind Stagnant Unemployment in Ukraine: The Role of the Informal Sector," IZA Discussion Papers 1738, Institute of Labor Economics (IZA).
    11. Mesfin Welderufael Berhe, 2021. "Empirical analysis of urban youth unemployment in Ethiopia," African Development Review, African Development Bank, vol. 33(1), pages 104-116, March.
    12. Murali Kuchibhotla & Peter F. Orazem & Sanjana Ravi, 2020. "The scarring effects of youth joblessness in Sri Lanka," Review of Development Economics, Wiley Blackwell, vol. 24(1), pages 269-287, February.
    13. Danzer, Alexander M. & Danzer, Natalia, 2011. "The Long-Term Effects of the Chernobyl Catastrophe on Subjective Well-Being and Mental Health," IZA Discussion Papers 5906, Institute of Labor Economics (IZA).
    14. Piotr Ciżkowicz & Michał Kowalczuk & Andrzej Rzońca, 2016. "Heterogeneous determinants of local unemployment in Poland," Post-Communist Economies, Taylor & Francis Journals, vol. 28(4), pages 487-519, October.
    15. Hartmut Lehmann & Alexander Muravyev & Klaus Zimmermann, 2012. "The Ukrainian longitudinal monitoring survey: towards a better understanding of labor markets in transition," IZA Journal of Labor & Development, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 1(1), pages 1-15, December.
    16. Hearst, Mary O. & Sirard, John R. & Forsyth, Ann & Parker, Emily D. & Klein, Elizabeth G. & Green, Christine G. & Lytle, Leslie A., 2013. "The relationship of area-level sociodemographic characteristics, household composition and individual-level socioeconomic status on walking behavior among adults," Transportation Research Part A: Policy and Practice, Elsevier, vol. 50(C), pages 149-157.
    17. Kupets, Olga, 2006. "Determinants of unemployment duration in Ukraine," Journal of Comparative Economics, Elsevier, vol. 34(2), pages 228-247, June.
    18. Daniela-Emanuela Danacica, 2015. "Reemployment Chances of Low Educated People in Romania," Annals - Economy Series, Constantin Brancusi University, Faculty of Economics, vol. 6, pages 175-180, December.
    19. Leman Yonca Gurbuzer & Ozge Nihan Koseleci, 2008. "What hides behind extended periods of youth unemployment in Bosnia and Herzegovina? Evidence from individual level data," Working Papers hal-00308629, HAL.
    20. Das, Krishna Surjya, 2025. "Youth unemployment and associated factors in India," Children and Youth Services Review, Elsevier, vol. 169(C).

    More about this item

    Keywords

    ;
    ;

    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:ags:polvaa:256944. 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: AgEcon Search (email available below). General contact details of provider: https://edirc.repec.org/data/irwirpl.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.