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Spatial Autocorrelation of the Gender Pay Gap Indicator Across the Macroregions of the European Union

  
10 jun 2025

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Aczel, A.D., Sounderpandian, J. (2008). Complete Business Statistics (7th ed.). McGraw Hill. Search in Google Scholar

Aigner, D.J., Cain, G.G. (1977). Statistical Theories of Discrimination in Labor Markets. ILR Review, 30(2), 175–187. DOI: 10.1177/001979397703000204. Search in Google Scholar

Andrés-Rosales, R., Czarnecki, L., Mendoza-González, M.Á. (2019). A spatial analysis of pre- cariousness and the gender wage gap in Mexico, 2005–2018. The Journal of Chinese Sociology, 6(1), 13. DOI: 10.1186/s40711-019-0104-2. Search in Google Scholar

Arrow, K.J. (1974). The theory of discrimination. In: O. Ashenfelter, A. Rees (eds.), Discrimination in labor markets (pp. 3–33). Princeton Legacy Library. Search in Google Scholar

Arulampalam, W., Booth, A.L., Bryan, M.L. (2007). Is There a Glass Ceiling over Europe? Exploring the Gender Pay Gap across the Wage Distribution. ILR Review, 60(2), 163–186. DOI: 10.1177/001979390706000201. Search in Google Scholar

Becker, G.S. (1957). The economics of discrimination. University of Chicago press. Search in Google Scholar

Becker, G.S. (1964). Human Capital: A Theoretical and Empirical Analysis, with Special Reference to Education ((1993 edit). The University Chicago Press. Retrieved from http://www.nber.org/chapters/c1767. Search in Google Scholar

Bivand, R.S. (2010). Exploratory Spatial Data Analysis. In Handbook of Applied Spatial Analysis (pp. 219–254). Springer Berlin Heidelberg. DOI: 10.1007/978-3-642-03647-7_13. Search in Google Scholar

Bivand, R.S., Wong, D.W.S. (2018). Comparing implementations of global and local indicators of spatial association. TEST, 27(3), 716–748. DOI: 10.1007/s11749-018-0599-x. Search in Google Scholar

Blau, F.D., Kahn, L.M. (2003). Understanding International Differences in the Gender Pay Gap. Journal of Labor Economics, 21(1), 106–144. DOI: 10.1086/344125. Search in Google Scholar

Brown, S., Popli, G., Sasso, A. (2022). Decomposing the gender reservation wage gap in Italy: A regional perspective. Journal of Regional Science, 62(2), 499–540. DOI: 10.1111/jors.12574. Search in Google Scholar

Castellano, R., Rocca, A. (2019). Analyzing the gender gap in European labour markets at the NUTS-1level.CogentSocialSciences,5(1),1595294.DOI:10.1080/23311886.2019.1595294. Search in Google Scholar

Celebioglu, F. (2017). Women Employment in terms of Gender Inequality across the Provinces of Turkey. Eurasian Journal of Business and Economics, 10(19), 61–80. DOI: 10.17015/ejbe.2017.019.04. Search in Google Scholar

Chapman, S.J., Benis, N. (2017). Ceteris non paribus: The intersectionality of gender, race, and region in the gender wage gap. Women’s Studies International Forum, 65, 78–86. DOI: 10.1016/j.wsif.2017.10.001. Search in Google Scholar

Charles, M., Grusky, D.B. (2004). Occupational Ghettos: The Worldwide Segregation of Women and Men. Stanford University Press. Search in Google Scholar

Chen, Z., Ge, Y., Lai, H., Wan, C. (2013). Globalization and Gender Wage Inequality in China. World Development, 44, 256–266. DOI: 10.1016/j.worlddev.2012.11.007. Search in Google Scholar

Chocholatá, M., Furková, A. (2018). The analysis of employment rates in the context of spatial connectivity of the EU regions. Equilibrium, 13(2), 181–213. DOI: 10.24136/eq.2018.010. Search in Google Scholar

Christofides, L.N., Polycarpou, A., Vrachimis, K. (2010). The Gender Wage Gaps, ‘Sticky Floors’ and ‘Glass Ceilings’ of the European Union (No. 5044; IZA Discussion Papers). Search in Google Scholar

Chrzanowska, M., Drejerska, N. (2016). Unemployment in Polish regions from the perspective of spatial autocorrelation. Roczniki Naukowe Ekonomii Rolnictwa i Rozwoju Obszarów Wiejskich, 103(3), 101–116. Search in Google Scholar

Communication from the Commission to the European Parliament, the Council, the European Economic and Social Committee and the Committee of the Regions. Next Steps for a Sustainable European Future European Action for Sustainability, Pub. L. No. COM/2016/0739 final (2016). Retrieved from https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=COM%3A2016%3A739%3AFIN. Search in Google Scholar

Cukrowska-Torzewska, E., Lovasz, A. (2020). The role of parenthood in shaping the gender wage gap – A comparative analysis of 26 European countries. Social Science Research, 85, 102355. DOI: 10.1016/j.ssresearch.2019.102355. Search in Google Scholar

Eurostat (2023a, December 15). Gender pay gap in unadjusted form by NACE Rev. 2 activity – structure of earnings survey methodology. DOI: DOI: 10.2908/EARN_GR_GPGR2. Search in Google Scholar

Eurostat (2023b, December 15). Microdata. Structure of earnings survey. Retrieved from https://ec.europa.eu/eurostat/web/microdata/structure-of-earnings-survey. Search in Google Scholar

Falk, M., Leoni, T. (2010). Regional Female Labour Force Participation: An Empirical Application with Spatial Effects. In: F.E. Caroleo, F. Pastore (eds.), The Labour Market Impact of the EU Enlargement: A New Regional Geography of Europe? (pp. 309–326). Physica-Verlag HD. DOI: 10.1007/978-3-7908-2164-2_12. Search in Google Scholar

Fuchs, M., Rossen, A., Weyh, A., Wydra-Somaggio, G. (2019). Why do women earn more than men in some regions? Explaining regional differences in the gender pay gap in Germany (Issue 11/2019). Institut für Arbeitsmarkt- und Berufsforschung (IAB). Retrieved from http://hdl.handle.net/10419/204859. Search in Google Scholar

Furková, A., Chocholatá, M. (2021). Spatial econometric approach to the EU regional employment process. Central European Journal of Operations Research, 29(3), 1037–1056. DOI: 10.1007/s10100-020-00714-5. Search in Google Scholar

Giemza, D. (2020). Przestrzenne zróżnicowanie sytuacji pokolenia 50 plus na rynku pracy z wykorzystaniem zmiennej syntetycznej. Prace Naukowe Uniwersytetu Ekonomicznego We Wrocławiu, 64(5), 65–84. Search in Google Scholar

Goraus, K., Tyrowicz, J. (2014). Gender Wage Gap in Poland – Can It Be Explained by Differences in Observable Characteristics? Ekonomia, 36, 125–148. Search in Google Scholar

Goraus-Tanska, K., Tyrowicz, J., van der Velde, L.A. (2020). How rankings disguise gender inequality: A comparative analysis of cross-country gender equality rankings based on adjusted wage gaps. PLOS ONE, 15(11), e0241107. DOI: 10.1371/journal.pone.0241107. Search in Google Scholar

Gutiérrez, Á.M. (2021). Spatial analysis of the gender gap in employment in the labor market of the Region of Murcia (Spain)/Análise espacial da disparidade de gênero no emprego no mercado de trabalho da Região de Murcia (Espanha). Brazilian Journal of Business, 3(3), 2671–2684. DOI: 10.34140/bjbv3n3-046. Search in Google Scholar

Hakim, C. (1998). Developing a Sociology for the Twenty-First Century: Preference Theory. The British Journal of Sociology, 49(1), 137. DOI: 10.2307/591267. Search in Google Scholar

Hakim, C. (2004). Key issues in women’s work: female diversity and the polarisation of women’s employment (2nd ed.). Routledge. Retrieved from https://www.routledge.com/Key-Issues-in-Womens-Work-Female-Diversity-and-the-Polarisation-of-Womens-Employment/Hakim/p/book/9781904385165. Search in Google Scholar

Hakim, C. (2006). Women, careers, and work-life preferences. British Journal of Guidance & Counselling, 34(3), 279–294. DOI: 10.1080/03069880600769118. Search in Google Scholar

Heinze, A., Wolf, E. (2010). The intra-firm gender wage gap: a new view on wage differentials based on linked employer–employee data. Journal of Population Economics, 23(3), 851–879. DOI: 10.1007/s00148-008-0229-0. Search in Google Scholar

Hirsch, B., König, M., Möller, J. (2013). Is There a Gap in the Gap? Regional Differences in the Gender Pay Gap. Scottish Journal of Political Economy, 60(4), 412–439. DOI: 10.1111/sjpe.12017. Search in Google Scholar

Jong, P., Sprenger, C., Veen, F. (2010). On Extreme Values of Moran’s I and Geary’s c. Geographical Analysis, 16(1), 17–24. DOI: 10.1111/j.1538-4632.1984.tb00797.x. Search in Google Scholar

Juhn, C., Murphy, K.M., Pierce, B. (1993). Wage Inequality and the Rise in Returns to Skill. Journal of Political Economy, 101(3), 410–442. DOI: 10.1086/261881. Search in Google Scholar

Jurajda, Ŝ. (2005). Gender Segregation and Wage Gap: An East-West Comparison. Journal of the European Economic Association, 3(2–3), 598–607. DOI: 10.1162/jeea.2005.3.2-3.598. Search in Google Scholar

Kesternich, I., Schumacher, H., Siflinger, B., Valder, F. (2022). Reservation wages and labor supply. Journal of Economic Behavior & Organization, 194, 583–607. DOI: 10.1016/j. jebo.2021.12.031. Search in Google Scholar

Kopczewska, K. (2020). Przestrzenne metody ilościowe w R: statystyka, ekonometria, uczenie maszynowe, analiza danych (K. Kopczewska, ed.). CeDeWu. Search in Google Scholar

Landmesser, J.M. (2020). Differences in the Income Distribution of Households Run by Men and Women by Voivodeships. Folia Oeconomica Stetinensia, 20(1), 248–265. DOI: 10.2478/foli-2020-0015. Search in Google Scholar

Lewandowska-Gwarda, K. (2023). Kobieta na rynku pracy w Polsce. Analizy przestrzenne, przekrojowe, czasowe. Wydawnictwo Uniwersytetu Łódzkiego. DOI: 10.18778/8331-354-2. Search in Google Scholar

Leythienne, D., Ronkowski, P. (2018). A decomposition of the unadjusted gender pay gap using Structure of Earnings Survey data. 2018 edition (Statistical Working Papers). DOI: 10.2785/796328. Search in Google Scholar

Litwińska, E. (2013). Spatial Analysis of the Labour Market by Using Econometric Tools. The Case of Lower Silesia Region (Dolnośląskie voivodship). Comparative Economic Research. Central and Eastern Europe, 15(4), 147–160. DOI: 10.2478/v10103-012-0032-8. Search in Google Scholar

Longhi, S., Nijkamp, P. (2007). Forecasting Regional Labor Market Developments under Spatial Autocorrelation. International Regional Science Review, 30(2), 100–119. DOI: 10.1177/0160017606298428. Search in Google Scholar

López-Bazo, E., Motellón, E. (2012). Human Capital and Regional Wage Gaps. Regional Studies, 46(10), 1347–1365. DOI: 10.1080/00343404.2011.579092. Search in Google Scholar

Manesh, S.N., Choi, J.O., Shrestha, B.K., Lim, J., Shrestha, P.P. (2020). Spatial Analysis of the Gender Wage Gap in Architecture, Civil Engineering, and Construction Occupations in the United States. Journal of Management in Engineering, 36(4). DOI: 10.1061/(ASCE) ME.1943-5479.0000780. Search in Google Scholar

Marelli, E., Patuelli, R., Signorelli, M. (2012). Regional unemployment in the EU before and after the global crisis. Post-Communist Economies, 24(2), 155–175. DOI: 10.1080/14631377.2012.675153. Search in Google Scholar

Mathä, T.Y., Shwachman Kaminaga, A. (2017). Regional wages and market potential in the enlarged EU: an empirical investigation. Applied Economics, 49(4), 376–385. DOI: 10.1080/00036846.2016.1197372. Search in Google Scholar

Matuszewska-Janica, A., Witkowska, D. (2021). Differences between determinants of men and women monthly wages across fourteen European Union states. Equilibrium, 16(3), 503–531. DOI: 10.24136/eq.2021.018. Search in Google Scholar

McCall, L. (1998). Spatial Routes to Gender Wage (In)equality: Regional Restructuring and Wage Differentials by Gender and Education*. Economic Geography, 74(4), 379–404. DOI: 10.1111/j.1944-8287.1998.tb00022.x. Search in Google Scholar

Melecky, L. (2015). Spatial Autocorrelation Method for Local Analysis of The EU. Procedia Economics and Finance, 23, 1102–1109. DOI: 10.1016/S2212-5671(15)00484-0. Search in Google Scholar

Milgrom, P., Oster, S. (1987). Job Discrimination, Market Forces, and the Invisibility Hypothesis. The Quarterly Journal of Economics, 102(3), 453. DOI: 10.2307/1884213. Search in Google Scholar

Mincer, J.A. (1974). The Human Capital Earnings Function. In Schooling, Experience, and Earnings (pp. 83–96). Retrieved from http://www.nber.org/chapters/c1767%0D. Search in Google Scholar

Murillo Huertas, I.P., Ramos, R., Simon, H. (2017). Regional Differences in the Gender Wage Gap in Spain. Social Indicators Research, 134(3), 981–1008. DOI: 10.1007/s11205-016-1461-8. Search in Google Scholar

Ñopo, H. (2008). Matching as a Tool to Decompose Wage Gaps. The Review of Economics and Statistics, 90(2), 290–299. DOI: 10.1162/rest.90.2.290. Search in Google Scholar

Oaxaca, R.L., Ransom, M.R. (1994). On discrimination and the decomposition of wage differentials. Journal of Econometrics, 61(1), 5–21. DOI: 10.1016/0304-4076(94)90074-4. Search in Google Scholar

Olejnik, A., Żółtaszek, A. (2020). Tracing the Spatial Patterns of Innovation Determinants in Regional Economic Performance. Comparative Economic Research. Central and Eastern Europe, 23(4), 87–108. DOI: 10.18778/1508-2008.23.29. Search in Google Scholar

Olivetti, C., Petrongolo, B. (2008). Unequal Pay or Unequal Employment? A Cross‐Country Analysis of Gender Gaps. Journal of Labor Economics, 26(4), 621–654. DOI: 10.1086/589458. Search in Google Scholar

Phelps, E.S. (1972). The Statistical Theory of Racism and Sexism. The American Economic Review, 62(4), 659–661. Retrieved from http://www.jstor.org/stable/1806107. Search in Google Scholar

Rattsø, J., Stokke, H.E. (2020). Private-public wage gap and return to experience: Role of geography, gender and education. Regional Science and Urban Economics, 84, 103571. DOI: 10.1016/j.regsciurbeco.2020.103571. Search in Google Scholar

Ręklewski, M. (2022). The use of spatial statistics in the analysis of salaries at poviat level in Poland. Wiadomości Statystyczne. The Polish Statistician, 67(1), 38–56. DOI: 10.5604/01.3001.0015.7087. Search in Google Scholar

Rotman, A., Mandel, H. (2023). Gender-Specific Wage Structure and the Gender Wage Gap in the U.S. Labor Market. Social Indicators Research, 165(2), 585–606. DOI: 10.1007/s11205-022-03030-4. Search in Google Scholar

Schultz, T.W. (1961). Investment in Human Capital. The American Economic Review, 51(1), 1–17. Retrieved from https://www.jstor.org/stable/1818907. Search in Google Scholar

Śliwicki, D. (2015). The differences in salaries between men and women in Polish voivodships. Wiadomości Statystyczne. The Polish Statistician, 60(10), 17–28. DOI: 10.5604/01.3001.0014.8266. Search in Google Scholar

Śliwicki, D., Ryczkowski, M. (2014). Gender Pay Gap in the micro level – case of Poland. Metody Ilościowe w Badaniach Ekonomicznych, 15(1), 159–173. Search in Google Scholar

Transforming Our World: The 2030 Agenda for Sustainable Development. Resolution Adopted by the General Assembly on 25 September 2015, Pub. L. No. A/RES/70/1 (2015). Search in Google Scholar

Weichselbaumer, D., Winter-Ebmer, R. (2005). A Meta-Analysis of the International Gender Wage Gap. Journal of Economic Surveys, 19(3), 479–511. DOI: 10.1111/j.0950-0804.2005.00256.x. Search in Google Scholar

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