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Assessing How Educational Attainment Drives Economic Freedom, Urbanization, and Mineral Resource Management in Eastern Europe

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  • Wei Xu

    (Center for County Economic Development Research in Hu Bei, Wuhan Polytechnic University, Wuhan 430023, China)

  • Xinyu Li

    (School of International Relations, Yonsei University, Seoul 03722, Republic of Korea)

Abstract

Mining has significantly shaped Eastern European economies, particularly during their transition from centrally planned to market-oriented systems. While abundant natural resources can lead to a “resource curse” that hinders economic growth, they also offer opportunities for sustainable development if managed effectively. This study investigates the dynamics of mineral resource rents in Eastern Europe, shaped by economic freedom, urbanization, educational achievement, and international trade, from 1990 to 2021. Using methods such as MMQR, AMG Robustness Analysis, CCEMG, fixed effects, cointegration, Granger causality, and unit root tests, the study provides a comprehensive analysis of these relationships. The findings reveal that educational achievement reduces reliance on mineral resource rents by fostering human capital and supporting economic diversification. Urbanization similarly decreases resource dependency by promoting innovation and technological advancement. Trade openness also shows a negative link with mineral rents, suggesting that global integration facilitates shifts toward more advanced, technology-driven sectors. Economic freedom presents mixed results, highlighting the need for strong governance to ensure sustainable and equitable outcomes. This study is novel in integrating these factors into a unified framework, specifically applied to Eastern Europe’s post-communist transition, a region often overlooked in global resource studies. The results contribute most directly to Sustainable Development Goal 4 on Quality Education by demonstrating how human capital development reduces resource dependence and promotes economic resilience, and to Sustainable Development Goal 8 on Decent Work and Economic Growth, by showing that trade openness and economic diversification can drive sustainable economic progress. Ultimately, the study offers actionable insights for balancing economic growth with environmental and social sustainability in transitional economies.

Suggested Citation

  • Wei Xu & Xinyu Li, 2025. "Assessing How Educational Attainment Drives Economic Freedom, Urbanization, and Mineral Resource Management in Eastern Europe," Sustainability, MDPI, vol. 17(10), pages 1-26, May.
  • Handle: RePEc:gam:jsusta:v:17:y:2025:i:10:p:4632-:d:1658678
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    1. Macartan Humphreys, 2005. "Natural Resources, Conflict, and Conflict Resolution," Journal of Conflict Resolution, Peace Science Society (International), vol. 49(4), pages 508-537, August.
    2. Spagat, Michael, 2006. "Human capital and the future of transition economies," Journal of Comparative Economics, Elsevier, vol. 34(1), pages 44-56, March.
    3. Costantini, Valeria & Monni, Salvatore, 2008. "Environment, human development and economic growth," Ecological Economics, Elsevier, vol. 64(4), pages 867-880, February.
    4. Anne D. Boschini & Jan Pettersson & Jesper Roine, 2007. "Resource Curse or Not: A Question of Appropriability," Scandinavian Journal of Economics, Wiley Blackwell, vol. 109(3), pages 593-617, September.
    5. Hamdi, Helmi & Sbia, Rashid, 2013. "Dynamic relationships between oil revenues, government spending and economic growth in an oil-dependent economy," Economic Modelling, Elsevier, vol. 35(C), pages 118-125.
    6. Hang Yan & Zhijiang Liu, 2023. "A New Perspective on the Evaluation of Urbanization Sustainability: Urban Health Examination," Sustainability, MDPI, vol. 15(12), pages 1-18, June.
    7. Sachs, J-D & Warner, A-M, 1995. "Natural Resource Abundance and Economic Growth," Papers 517a, Harvard - Institute for International Development.
    8. Leonardo Köppe Malanski & Angela Cristiane Santos Póvoa, 2021. "Economic growth and corruption in emerging markets: Does economic freedom matter?," International Economics, CEPII research center, issue 166, pages 58-70.
    9. Hashem Pesaran, M. & Yamagata, Takashi, 2008. "Testing slope homogeneity in large panels," Journal of Econometrics, Elsevier, vol. 142(1), pages 50-93, January.
    10. Arezki, Rabah & Hadri, Kaddour & Kurozumi, Eiji & Rao, Yao, 2012. "Testing the Prebish–Singer hypothesis using second-generation panel data stationarity tests with a break," Economics Letters, Elsevier, vol. 117(3), pages 814-816.
    11. Kym Anderson, 2018. "Mining’s impact on the competitiveness of other sectors in a resource-rich economy: Australia since the 1840s," Mineral Economics, Springer;Raw Materials Group (RMG);Luleå University of Technology, vol. 31(1), pages 141-151, May.
    12. Auty, R. & Warhurst, A., 1993. "Sustainable development in mineral exporting economies," Resources Policy, Elsevier, vol. 19(1), pages 14-29, March.
    13. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    14. Joakim Westerlund, 2007. "Testing for Error Correction in Panel Data," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 69(6), pages 709-748, December.
    15. Tondl, Gabriele & Vuksic, Goran, 2003. "What makes regions in Eastern Europe catching up? The role of foreign investment, human resources and geography," ZEI Working Papers B 12-2003, University of Bonn, ZEI - Center for European Integration Studies.
    16. Dumitrescu, Elena-Ivona & Hurlin, Christophe, 2012. "Testing for Granger non-causality in heterogeneous panels," Economic Modelling, Elsevier, vol. 29(4), pages 1450-1460.
    17. Xavier Sala-i-Martin & Arvind Subramanian, 2013. "Addressing the Natural Resource Curse: An Illustration from Nigeria," Journal of African Economies, Centre for the Study of African Economies, vol. 22(4), pages 570-615, August.
    18. Ampofo, Gideon Kwaku Minua & Cheng, Jinhua & Asante, Daniel Akwasi & Bosah, Philip, 2020. "Total natural resource rents, trade openness and economic growth in the top mineral-rich countries: New evidence from nonlinear and asymmetric analysis," Resources Policy, Elsevier, vol. 68(C).
    19. Musliudeen Adewale Balogun & Sheriffdeen Adewale Tella & Oluwaseyi Adedayo Adelowokan & Jimoh Sina Ogede & Soliu Bidemi Adegboyega, 2024. "Achieving sustainable development in ECOWAS countries: the impact of trade openness, poverty and human capital," Future Business Journal, Springer, vol. 10(1), pages 1-18, December.
    20. Alsagr, Naif & Ozturk, Ilhan, 2024. "Natural resources rent and green investment: Does institutional quality matter?," Resources Policy, Elsevier, vol. 90(C).
    21. Apergis, Nicholas & Payne, James E., 2014. "The oil curse, institutional quality, and growth in MENA countries: Evidence from time-varying cointegration," Energy Economics, Elsevier, vol. 46(C), pages 1-9.
    22. Adriana Grigorescu & Elena Pelinescu & Amalia Elena Ion & Monica Florica Dutcas, 2021. "Human Capital in Digital Economy: An Empirical Analysis of Central and Eastern European Countries from the European Union," Sustainability, MDPI, vol. 13(4), pages 1-21, February.
    23. Shahnazi, Rouhollah & Dehghan Shabani, Zahra, 2021. "The effects of renewable energy, spatial spillover of CO2 emissions and economic freedom on CO2 emissions in the EU," Renewable Energy, Elsevier, vol. 169(C), pages 293-307.
    24. Malanski, Leonardo Köppe & Póvoa, Angela Cristiane Santos, 2021. "Economic growth and corruption in emerging markets: Does economic freedom matter?," International Economics, Elsevier, vol. 166(C), pages 58-70.
    25. Gylfason, Thorvaldur, 2001. "Natural resources, education, and economic development," European Economic Review, Elsevier, vol. 45(4-6), pages 847-859, May.
    26. Ben-Salha, Ousama & Dachraoui, Hajer & Sebri, Maamar, 2021. "Natural resource rents and economic growth in the top resource-abundant countries: A PMG estimation," Resources Policy, Elsevier, vol. 74(C).
    27. Evgeni Peev & Dennis C. Mueller, 2012. "Democracy, Economic Freedom and Growth in Transition Economies," Kyklos, Wiley Blackwell, vol. 65(3), pages 371-407, August.
    28. Matthias Busse & Steffen Gröning, 2013. "The resource curse revisited: governance and natural resources," Public Choice, Springer, vol. 154(1), pages 1-20, January.
    29. Shao, Shuai & Yang, Lili, 2014. "Natural resource dependence, human capital accumulation, and economic growth: A combined explanation for the resource curse and the resource blessing," Energy Policy, Elsevier, vol. 74(C), pages 632-642.
    30. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    31. Muhammad Imran & Muhammad Kamran Khan & Shabbir Alam & Salman Wahab & Muhammad Tufail & Zhang Jijian, 2024. "The implications of the ecological footprint and renewable energy usage on the financial stability of South Asian countries," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 10(1), pages 1-23, December.
    32. Mikesell, Raymond F, 1997. "Explaining the resource curse, with special reference to mineral-exporting countries," Resources Policy, Elsevier, vol. 23(4), pages 191-199, December.
    33. Tsaurai Kunofiwa & Ndou Adam, 2019. "Infrastructure, Human Capital Development and Economic Growth in Transitional Countries," Comparative Economic Research, Sciendo, vol. 22(1), pages 33-52, March.
    34. James L. Butkiewicz & Halit Yanikkaya, 2010. "Minerals, Institutions, Openness, and Growth: An Empirical Analysis," Land Economics, University of Wisconsin Press, vol. 86(2), pages 313-328.
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