Evaluation of the Labour Market Situation of Young People in EU Countries – The Multiple Regression Approach

Bell, D. N., and Blanchflower, D. G. (2011). Young People and the Great Recession. Oxford Review of Economic Policy, 27(2), 241-267. Search in Google Scholar

Abbott, L. F. (2013). Theories of the Labour Market and Employment: A Review. Industrial Systems Research, 1-2. Search in Google Scholar

Aczel, A. D., and Sounderpandian, J. (2017). Statystyka w zarządzaniu. Warszawa: Wydawnictwo Naukowe PWN. Search in Google Scholar

Aczel, A. D., and Sounderpandian, J. (2020). Statystyka w zarządzaniu. Warszawa: Wydawnictwo Naukowe PWN. Search in Google Scholar

Algan, Y., and Cahuc, P. (2009). Civic Culture and Labor Market Institutions. American Economic Journal: Macroeconomics, 1(1), 111-145. Search in Google Scholar

Arntz, M., Gregory, T., and Zierahn, U. (2019). Digitalization and the Future of Work: Macroeconomic Consequences. IZA World of Labor, 1-21. Search in Google Scholar

Balicki, A. (2013). Statystyczna analiza wielowymiarowa i jej zastosowania społeczno-ekonomiczne. Gdańsk: Wydawnictwo Uniwersytetu Gdańskiego. Search in Google Scholar

Becker, G. S. (1964). Human Capital: A Theoretical and Empirical Analysis with Special Reference to Education. Chicago: University of Chicago Press. Search in Google Scholar

Bentolila, S., Cahuc, P., Dolado, J. J., and Le Barbanchon, T. (2012). Two-Tier Labour Markets in the Great Recession: France vs. Spain. Economic Journal, 122(562), 155-187. Search in Google Scholar

Blanchard, O., and Wolfers, J. (2000). The Role of Shocks and Institutions in the Rise of European Unemployment: The Aggregate Evidence. The Economic Journal, 110(462), C1-C33. Search in Google Scholar

Boeri, T. (2002). Let Social Policy Models Compete and Europe Will Win. Conference on The Role of Unions in the Twenty-First Century: A Debate between Tony Blair and Gerhard Schröder. Search in Google Scholar

Boeri, T., and Garibaldi, P. (2007). Two Tier Reforms of Employment Protection: A Honeymoon Effect? Economic Journal, 117(521), 357-385. Search in Google Scholar

Boeri, T., and van Ours, J. (2008). The Economics of Imperfect Labor Markets. Princeton University Press. Search in Google Scholar

Burda, M., and Wyplosz, C. (2000). Makroekonomia – podręcznik europejski. Warszawa: Wydawnictwo Naukowe PWN. Search in Google Scholar

Cahuc, P., Postel-Vinay, F., and Robin, J. M. (2006). Wage Bargaining with on-the-job Search: Theory and Evidence. Econometrica, 74(2), 323-364. Search in Google Scholar

Ciccone, A., and Papaioannou, E. (2009). Human Capital, the Structure of Production, and Growth. The Review of Economics and Statistics, 91(1), 66-82. Search in Google Scholar

Conover, W. J. (1999). Practical Nonparametric Statistics (3rd ed.). Wiley: New York. Search in Google Scholar

Cormack, R. M. (1971). Journal of the Royal Statistical Society. Series A (General). A Review of Classification, 134, 3(1971), 321-367. https://doi.org/10.2307/2344237 Search in Google Scholar

Dagnelie, P. (1975). Analyse statistique ŕ plusieres variables. Gembloux: Les Presse Agronomique. Search in Google Scholar

Eichhorst, W., Hinte, H., and Rinne, U. (2013). Youth Unemployment in Europe: What to Do about It? Intereconomics, 48(4), 230-235. Retrieved September 15, 2023 from https://docs.iza.org/pp65.pdf Search in Google Scholar

Eichhorst, W., and Marx, P. (2011). Reforming German Labour Market Institutions: A Dual Path to Flexibility. Journal of European Social Policy, 21(1), 73-87. Search in Google Scholar

Elsby, M. W., Hobijn, B., and Şahin, A. (2015). On the Importance of the Participation Margin for Labor Market Fluctuations. Journal of Monetary Economics, 72, 64-82. Search in Google Scholar

European Commission. (n.d.). Europejski semestr – zestawienie informacji tematycznych. Zatrudnienie ludzi młodych. Retrieved August 20, 2021 from https://ec.europa.eu/info/sites/info/files/file_import/european-semester_thematic-factsheet_youth_employment_pl.pdf Search in Google Scholar

European Statistical Office Eurostat. (n.d.). Retrieved August 20, 2021 from https://ec.europa.eu/eurostat/data/database Search in Google Scholar

Eurostat. (n.d.). Statistics Explained, Glossary: Young People Neither in Employment Nor in Education and Training (NEET). Retrieved August 20, 2021 from https://ec.europa.eu/eurostat/statistics-explained/index.php?title=Glossary:Young_people_neither_in_employment_nor_in_education_and_training_(NEET) Search in Google Scholar

Fergusson, R., and Yeates, N. (2021). Endemic Youth Unemployment: A Social Policy Issue. Sociology, Social Policy and Education, 22-37. Search in Google Scholar

Fisher, R. A. (1970). Statistical Methods for Research Workers. In Kotz, S., Johnson, N.L. (Eds.), Breakthroughs in Statistics. Springer Series in Statistics. New York: Springer. https://doi.org/10.1007/978-1-4612-4380-9_6, 66-70 Search in Google Scholar

Francuz, P., and Mackiewicz, R. (2005). Liczby nie wiedzą, skąd pochodzą. Lublin: Wydawnictwo KUL. Search in Google Scholar

García-Pérez, J. I., Marinescu, I., Vall Castelló, J., and Hernanz, V. (2018). Can Fixed-Term Contracts Put Low Skilled Youth on a Better Career Path? Evidence from Spain (NBER Working Paper No. 24842, 1-52). Retrieved September 15, 2023 from extension://efaidnbmnnnibpcajpcglclefindmkaj/https://www.nber.org/system/files/working_papers/w22048/w22048.pdf Search in Google Scholar

Głód, S., and Miotła, P. (2014). Młodzież jako grupa społeczna w ujęciu definicji naukowych. Trendy ve vzdělávání, 7(1), 323-327. Search in Google Scholar

Główny Urząd Statystyczny (Statistics Poland). (n.d.). Metainformacje (Słownik pojęć). Warszawa: GUS. Search in Google Scholar

Gregg, P., and Petrongolo, B. (2005). Stock-Flow Matching and the Performance of the Labor Market. European Economic Review, 49(8), 1981-2005. Search in Google Scholar

Guiso, L., Sapienza, P., and Zingales, L. (2006). Does Culture Affect Economic Outcomes? The Journal of Economic Perspectives, 20(2), 23-48. Search in Google Scholar

Hanushek, E. A., Woessmann, L., and Zhang, L. (2020). General Education, Vocational Education, and Labor-Market Outcomes over the Life Cycle. Journal of Human Resources, 55(1), 241-279. Search in Google Scholar

Hanusz, Z., and Tarasińska, J. (2012). O testach wielowymiarowej normalności opartych na statystyce Shapiro-Wilka. Uniwersytet Przyrodniczy w Lublinie: Katedra Zastosowań Matematyki i Informatyki. Search in Google Scholar

ILO. (May, 2012). Global Employment Trends for Youth 2012. Geneva: International Labour Organization (ILO). Search in Google Scholar

Kahanec, M., and Zimmermann, K. F. (Ed.). (2016). Labor Migration, EU Enlargement, and the Great Recession. Springer. Search in Google Scholar

Kryńska, E., and Kwiatkowski, E. (2013). Podstawy wiedzy o rynku pracy. Łódź: Wydawnictwo Uniwersytetu Łódzkiego. Search in Google Scholar

Lambovska, M., Sardinha, B., and Belas, J. (2021). Impact Of the Covid-19 Pandemic on Youth Unemployment in The European Union. Žilinska univerzita v Žiline, Fakulta prevádzky an ekonomiky dopravy a spojov, Katedra ekonomiky. Ekonomicko--manazerske spektrum, 15(1), 55-63. Search in Google Scholar

Mardia, K. V., Kent, J. T., and Bibby, J. M. (1979). Multivariate Analysis. London: Academic Press. https://doi.org/10.1002/bimj.4710240520 Search in Google Scholar

Maxwell, A. E. (1997). Multivariate Analysis in Behavioural Research. London: Chapman & Hall. Search in Google Scholar

Morrison, D. M. (1990). Wielowymiarowa analiza statystyczna. Warszawa: PWN. Search in Google Scholar

Mussida, CH., and Sciulli, D. (2023). Being Poor and being NEET in Europe: Are These Two Sides of the Same Coin? The Journal of Economic Inequality. Received: 7 September 2022/Accepted: 9 December 2022. Springer Science+Business Media, LLC, part of Springer Nature 2023. https://doi.org/10.1007/s10888-022-09561-7. Search in Google Scholar

Nienaber, B., Manafi, I., Vysotskaya, V., Roman, M., and Marinescu, D. (2020). Challenging Youth Unemployment Through International Mobility. Journal of Social and Economic Statistics, 9(1), 5-27. doi: 10.2478/jses-2020-0002 Search in Google Scholar

Nowak-Brzezińska, A. (2018). Feature Selection Approach for Rule-Based Knowledge Bases. In Advances in Feature Selection for Data and Pattern Recognition. Cham: Springer. Search in Google Scholar

Oesingmann, K. (2017). Youth Unemployment in Europe (CESifo DICE Report, 15(1), 52-55). Search in Google Scholar

O'Higgins, N. (2012). This Time It's Different? Youth Labour Markets During 'The Great Recession'. Comparative Economic Studies, 54(2), 395-412. Search in Google Scholar

Panek, T. (2009). Statystyczne metody wielowymiarowej analizy porównawczej. Warszawa: Wydawnictwo Szkoły Głównej Handlowej w Warszawie. Retrieved from https://www.researchgate.net/publication/267241683_Statystyczne_metody_wielowymiarowej_analizy_porownawczej_Teoria_i_zastosowania Search in Google Scholar

Pennoni, F., and Bal-Domańska, B. (2022). NEETs and Youth Unemployment: A Longitudinal Comparison Across European Countries. Social Indicators Research, 162, 739-761. https://doi.org/10.1007/s11205-021-02813-5 Search in Google Scholar

Piecuch, T., and Piecuch, M. (2014). Analiza sytuacji młodych ludzi na rynku pracy – rozważania teoretyczne i badania empiryczne. Modern Management Review, XIX, 21(4), 175-186. Search in Google Scholar

Pilch, T. (2004). Encyklopedia pedagogiczna XXI wieku. T. III. Warszawa: Wydawnictwo Akademickie Żak. Search in Google Scholar

Piszczatowska-Oleksiewicz, M. (2017). Odraczanie wyprowadzki z rodzinnego gniazda – konieczność czy strategia? Analiza zjawiska w Polsce. Soc. Communitas, 2, 177-188. Search in Google Scholar

Psacharopoulos, G., and Patrinos, H. A. (2004). Returns to Investment in Education: A Further Update. Education Economics, 12(2), 111-134. Search in Google Scholar

Royston, P. (1992), Approximating the Shapiro-Wilk W Test for Non-Normality. Statistics and Computing, 2, 117-119. Search in Google Scholar

Shapiro, S. S., and Wilk, M. B. (1965). An Analysis of Variance Test for Normality. Biometrika, 52(3/4), 591-611. Search in Google Scholar

Stanisz, A. (2007). Przystępny kurs statystyki z zastosowaniem Statistica PL na przykładach z medycyny. T.1-3. Kraków: StatSoft Polska. Search in Google Scholar

Statistica software (version 13). (n.d.). Licence Provided by the University of Economics in Katowice. Retrieved from https://www.statsoft.pl/Programy/Ogolna-charakterystyka/Platforma-Statistica/ Search in Google Scholar

Strahl, D. (Ed.). (1998). Taksonomia struktur w badaniach regionalnych. Wrocław: Wydawnictwo Akademii Ekonomicznej we Wrocławiu. Search in Google Scholar

Sulich, A., Rutkowska, M., and Popławski, Ł. (2020). Green Jobs, Definitional Issues, and the Employment of Young People: An Analysis of Three European Union Countries. Journal of Environmental Management, Science Direct, 262, 110314, 1-10. Search in Google Scholar

Szluz, B. (2017). O dorosłych dzieciach mieszkających z rodzicami (na przykładzie wybranych państw). Soc. Communitas, 2, 73-88. Search in Google Scholar

Trzpiot, G., and Kawecka, M. (2021a). Description of the Labour Market Status of Young People in Selected Countries of the European Union – The Taxonomic Approach. Econometrics. Ekonometria. Advances in Applied Data Analysis, 25(4), 17-39. Search in Google Scholar

Trzpiot, G., and Kawecka, M. (2021b). Evaluation of the Labor Market Status of Young People in Selected Countries of the European Union – The Multiple Regression Approach. In G. Trzpiot (Ed.), Modeling of Complex Data Sets and Risk Analysis (pp. 46-73). Katowice: Publishing House of the University of Economics in Katowice. Search in Google Scholar

Trzpiot, G. (Ed.). (2015). Modelowanie wielowymiarowych struktur danych i analiza ryzyka. Katowice: Wydawnictwo Uniwersytetu Ekonomicznego w Katowicach. Search in Google Scholar

UNESCO UIS. (2013). Global. Retrieved August, 20, 2021 from http://uis.unesco.org/en/glossary-term/non-formal-education Search in Google Scholar

Wawrzyniak, K., Bak, I., Cheba, K., and Oesterreich, M. (2020). The Similarity of European Union Countries in Terms of the Structure of the Unemployed. European Research Studies Journal, 23(4), 416-429. Search in Google Scholar

World Youth Report 2003. (2004). The Global Situation of Young People. New York: Department of Economic and Social Affairs. United Nations. Search in Google Scholar