The Interactions between Labour Market Policies and Income Inequalities in Groups of European Union Countries

Agnieszka Szulc‑Obłoza; Małgorzata Szczepaniak

doi:10.18778/1508-2008.27.09

Authors

Agnieszka Szulc‑Obłoza Nicolaus Copernicus University in Toruń, Faculty of Economic Sciences and Management, Department of Economics, Toruń, Poland https://orcid.org/0000-0002-7281-6813
Małgorzata Szczepaniak Nicolaus Copernicus University in Toruń, Faculty of Economic Sciences and Management, Department of Economics, Toruń, Poland https://orcid.org/0000-0001-6007-8430

DOI:

https://doi.org/10.18778/1508-2008.27.09

Keywords:

income inequalities, labour market policy, sustainable labour market, social cohesion, sustainable development

Abstract

Social cohesion and a sustainable labour market remain the aims of sustainable development policy. However, income inequalities and labour market policies are more often separately analysed. To fill the identified research gap, our article presents the results of an analysis of interactions between active and passive labour market policies and income inequalities in the European Union. The 27 countries were divided into two clusters based on their active and passive labour market policy (LMP) expenditures in 2019. These clusters sustain the basis for analysing the interactions between LMP and income inequalities in its different measures. The results reveal that labour market interventions interact with income inequalities, decreasing disposable income inequalities (equalising the disposable income after transfers and taxes) and therefore contributing to social cohesion. This paper concerns social cohesion as the manifestation of intragenerational justice.

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References

Adsera, A., Boix, C. (2000), Must we choose? European unemployment, American inequality, and the impact of education and labor market institutions, “European Journal of Political Economy”, 16 (4), pp. 611–638, https://doi.org/10.1016/S0176-2680(00)00019-7 DOI: https://doi.org/10.1016/S0176-2680(00)00019-7

Amadeo, E.J., Pero, V. (2000), Adjustment, stabilisation and the structure of employment in Brazil, “The Journal of Development Studies”, 36 (4), pp. 20–148, https://doi.org/10.1080/00220380008422640 DOI: https://doi.org/10.1080/00220380008422640

Atkinson, A. (1996), Seeking to explain the distribution of income, [in:] J. Hills (ed.), New inequalities: the changing distributions of income and wealth in the United Kingdom, Cambridge University Press, Cambridge–New York, pp. 19–48, https://doi.org/10.1017/CBO9780511521935.002 DOI: https://doi.org/10.1017/CBO9780511521935.002

Berg, J. (ed.) (2015), Labour Markets, Institutions and Inequality. Buiding Just Societies in the 21st Century, Edward Elgar Publishing, Cheltenham–Northamption–Geneva, https://doi.org/10.4337/9781784712105 DOI: https://doi.org/10.4337/9781784712105

Betcherman, G. (2012), Labor market institutions: A review of the literature, “World Bank Policy Research Working Paper”, 6276. DOI: https://doi.org/10.1596/1813-9450-6276

Bijnen, E.J. (1973), Cluster analysis. Survey and evaluation of techniques, Springer, Dordrecht, https://doi.org/10.1007/978-94-011-6782-6 DOI: https://doi.org/10.1007/978-94-011-6782-6

Burniaux, J., Padrini, F., Brandt, N. (2006), Labour Market Performance, Income Inequality and poverty in OECD countries, “OECD Economic Department Working Papers”, 500, OECD, Paris.

Castellano, R., Musella, G., Punzo, G. (2017), Structure of the labour market and wage inequality: evidence from European countries, “Quality & Quantity – International Journal of Methodology”, 51 (5), pp. 2191–2218, https://doi.org/10.1007/s11135-016-0381-7 DOI: https://doi.org/10.1007/s11135-016-0381-7

Checchi, D., García Peñalosa, C. (2008), Labour market institutions and income inequality, “LIS Working Paper Series”, 470, Luxembourg Income Study, Luxembourg, https://doi.org/10.1111/j.1468-0327.2008.00209.x DOI: https://doi.org/10.1111/j.1468-0327.2008.00209.x

Checchi, D., Garcia Peñalosa, C. (2010), Labour Market Institutions and the Personal Distribution of Income in OECD Countries, “IZA Discussion Paper”, 1681. DOI: https://doi.org/10.1111/j.1468-0335.2009.00776.x

Easterly, W. (2007), Inequality does cause underdevelopment: Insights from a new instrument, “Journal of Development Economics”, 84 (2), pp. 755–776, https://doi.org/10.1016/j.jdeveco.2006.11.002 DOI: https://doi.org/10.1016/j.jdeveco.2006.11.002

European Commission (2010), Europe 2020: a strategy for smart, sustainable and inclusive growth, COM (2020) final.

European Commission (2017a), European Semester: Thematic factsheet – Active labour market policies, https://commission.europa.eu/content/thematic-factsheets/labour-markets-and-skills_en (accessed: 10.01.2022).

European Commission (2017b), European Semester: Thematic factsheet – Unemployment benefits, https://commission.europa.eu/content/thematic-factsheets/labour-markets-and-skills_en (accessed: 10.01.2022).

European Commission (2020), Employment and Social Developments in Europe, https://ec.europa.eu/social/main.jsp?catId=738&langId=en&pubId=8342&furtherPubs=yes (accessed: 20.01.2022).

Eurostat (2021), Labour market policy (source: DG EMPL) (lmp), https://ec.europa.eu/employment_social/employment_analysis/lmp/lmp_esms.htm (accessed: 22.11.2021).

Eurostat (2022a), LMP expenditure, online data codes: LMP_IND_EXP, https://webgate.ec.europa.eu/empl/redisstat/databrowser/view/LMP_IND_EXP/default/table (accessed: 10.01.2022).

Eurostat (2022b), Data Browser, https://ec.europa.eu/eurostat/databrowser/view/ILC_DI11/default/table?lang=en&category=livcon.ilc.ilc_ie.ilc_iei (accessed: 2.02.2022).

Everitt, B., Landau, S., Leese, M., Stahl, D. (2011), Cluster analysis, Wiley, Chichester, https://doi.org/10.1002/9780470977811 DOI: https://doi.org/10.1002/9780470977811

Han, J., Kamber, M., Pei, J. (2012), Data Mining: Concepts and Techniques, Elsevier, Amsterdam.

Hennig, C., Meila, M., Murtagh, F., Rocci, R. (2015), Handbook of Cluster Analysis, Chapman and Hall, New York, https://doi.org/10.1201/b19706 DOI: https://doi.org/10.1201/b19706

IBM documentation (2022), Hierarchical Cluster Analysis Method, https://www.ibm.com/docs/en/spss-statistics/28.0.0?topic=analysis hierarchical cluster method (accessed: 15.12.2021).

Ilostat (2022), Labour income distribution, https://ilostat.ilo.org/data/ (accessed: 2.02.2022).

International Labour Organization (2012), The strategy of the International Labour Organization Social security for all. Building social protection floors and comprehensive social security systems, International Labour Office, Social Security Department, Geneva.

International Labour Organization (2021), World Social Protection Report 2020–22: Social protection at the crossroads – in pursuit of a better future, International Labour Office, Geneva.

Kaufmann, L., Rousseeuw, P.J. (2005), Finding Groups in Data: An Introduction to Cluster Analysis, Wiley Series in Probability and Statistics, Hoboken.

Koeniger, W., Leonardi, M., Nunziata, L. (2004), Labour Market Institutions and Wage Inequality, “IZA Discussion Paper”, 1291, https://doi.org/10.2139/ssrn.588141 DOI: https://doi.org/10.2139/ssrn.588141

Lubk, C. (2016), Sustainability and Labor, [in:] C. Lubk, The Concept of Sustainability and Its Application to Labor Market Policy. A Discussion of Political Feasibility, Implementation, and Measurability, Springer, Germany, pp. 107–130, https://doi.org/10.1007/978-3-658-16383-9_4 DOI: https://doi.org/10.1007/978-3-658-16383-9_4

Murtagh, F., Legendre, P. (2011), Ward’s Hierarchical Clustering Method: Clustering Criterion and Agglomerative Algorithm, “Journal of Classification”, 31 (3), pp. 274–295, https://doi.org/10.1007/s00357-014-9161-z DOI: https://doi.org/10.1007/s00357-014-9161-z

OECD (2012), Inequality in labour income – What are its drivers and how can it be reduced?, “OECD Economics Department Policy Notes”, 8.

OECD (2015), In It Together: Why Less Inequality Benefits All?, OECD Publishing, Paris, https://doi.org/10.1787/9789264235120-en DOI: https://doi.org/10.1787/9789264235120-en

OECD (2017), Labour market structure and wages: policies to reduce inequality in OECD countries, Jobs and Incomes Division, United Nations, Expert meeting on policies to tackle inequality, https://www.un.org/development/desa/dspd/wp-content/uploads/sites/22/2018/06/celine-paper.pdf (accessed: 22.11.2021).

OECD (2018), Methodological and operational issues encountered in OECD work with LMP data, https://www.oecd.org/els/emp/OECD-2018-Methodological%20and%20operational%20issues%20encountered%20in%20OECD%20work%20with%20LMP%20data%20FINAL.pdf (accessed: 10.01.2022).

Offe, C. (2010), Inequality and the Labour Market – Theories, opinions, models, and practices of unequal distribution and how they can be justified, “Zeitschrift für Arbeitsmarkt, Forschung”, 43, pp. 39–52, https://doi.org/10.1007/s12651-010-0030-x DOI: https://doi.org/10.1007/s12651-010-0030-x

Romero, J.M., Kuddo, A. (2019), Moving forward with ALMPs: Active labor policy and the changing nature of labor markets, “Social Protection and Jobs, Discussion Paper”, 1936, https://doi.org/10.1596/33081 DOI: https://doi.org/10.1596/33081

Sachs, J.P. (2012), From Millennium Development Goals to Sustainable Development Goals, “The Lancet”, 379 (9832), pp. 2206–2211, https://doi.org/10.1016/S0140-6736(12)60685-0 DOI: https://doi.org/10.1016/S0140-6736(12)60685-0

Sakamoto, T. (2021), Do social investment policies reduce income inequality? An analysis of industrial countries, “Journal of European Social Policy”, 31 (4), https://doi.org/10.1177/09589287211018146 DOI: https://doi.org/10.1177/09589287211018146

Szczepaniak, M. (2020), Redistribution and the alleviation of income inequalities: the case of the European Union, “Economics and Law”, 19 (1), pp. 149–161, https://doi.org/10.12775/EiP.2020.011 DOI: https://doi.org/10.12775/EiP.2020.011

Szczepaniak, M. Szulc Obłoza, A. (2019), Labour market institutions and income inequalities across the European Union, “Economics and Law”, 18 (3), pp. 365–377, https://doi.org/10.12775/EiP.2019.025 DOI: https://doi.org/10.12775/EiP.2019.025

Taubner, H., Tideman, M., Nyman C.S. (2021), Employment Sustainability for People with Intellectual Disability: A Systematic Review, “Journal of Occupational Rehabilitation”, 32, pp. 353–364, https://doi.org/10.1007/s10926-021-10020-9 DOI: https://doi.org/10.1007/s10926-021-10020-9

Thevenot, C. (2018), Labour market structure and wages: policies to reduce inequality in OECD countries, Jobs and Income Division United Nations, Expert meeting on policies to tackle inequality, June, https://www.un.org/development/desa/dspd/wp-content/uploads/sites/22/2018/06/7-2.pdf (accessed: 20.11.2021).

Tuffery, S. (2011), Data Mining and Statistics for Decision Making, Wiley, Chichester, https://doi.org/10.1002/9780470979174 DOI: https://doi.org/10.1002/9780470979174

Ward, J.H. (1963), Hierarchical Grouping to Optimise an Objective Function, “Journal of the American Statistical Association”, 301 (58), https://doi.org/10.1080/01621459.1963.10500845 DOI: https://doi.org/10.2307/2282967