Modeling and Forecasting the Dynamics of BRICS Socioeconomic Integration in Context of Global Economic Fragmentation
Downloads
This research aims to model and forecast the trajectory of socioeconomic integration between the BRICS countries and Turkey in the context of deglobalization and escalating geoeconomic fragmentation. The study evaluates the impact of external shocks, including the updated US tariff regime, trade conflicts, global downturns, sanctions pressure, and institutional limitations, on the sustainability and intensity of intra-bloc engagement. Employing a comparable panel time series from 2000 to 2023 for a selected set of countries, we apply several econometric methods for the first time in a unified framework: panel ARDL, Dumitrescu-Hurlin panel Granger causality tests, impulse response functions, variance decomposition, and ARIMA forecasting up to 2030. The empirical analysis results show that regional financial integration, infrastructure development, and R&D have a statistically significant and persistently positive impact on intra-bloc trade volumes and socioeconomic cooperation between BRICS countries and Turkey. Simultaneously, digital connectivity shows a short-term stimulating effect followed by phase saturation, indicating the need for the structural modernization of the digital environment. Institutional attributes exhibit heterogeneous effects, underscoring the necessity of harmonizing regulatory frameworks and aligning them with international sustainable development standards. The scientific novelty of this study resides in the design and empirical validation of an advanced forecasting model that incorporates institutional, infrastructural, innovation-related, and digital dimensions. This study delineates integration scenarios for BRICS and Turkey intended to inform strategies for regional macroeconomic coordination, establish transaction mechanisms based on national currencies, and define balanced investment priorities within the transition toward a multipolar global governance architecture.
Downloads
[1] Norton, B. (2024). BRICS expands with new partner countries. Now it’s half of world population, 41% of global economy. Geopolitical Economy Report. Available online: https://geopoliticaleconomy.com/2024/12/25/brics-expands-9-partner-countries-population-economy/ (accessed on September 2025).
[2] Reuters (2024). BRICS offered Turkey partner country status, Turkish trade minister says. Reuters, Toronto, Canada. Available online: https://www.reuters.com/world/brics-offered-turkey-partner-country-status-turkish-trade-minister-says-2024-11-14/ (accessed on September 2025).
[3] Harmanci, H. (2024). Navigating Turbulent Waters in the US-China Trade War and the Role of BRICS in Shaping Global Dynamics. Changing the Global Political Economy, 237-274, IGI Global, Hershey, United States. doi:10.4018/979-8-3693-7393-4.ch008.
[4] Xie, W. & Bai, Y. (2023). Emerging economies having bigger say in global affairs inevitable. Global Times, Beijing, China. Available online: https://www.globaltimes.cn/page/202308/1296479.shtml (accessed on September 2025).
[5] Kiselev, I. S. (2025). The use of analytics to minimize risks and optimize processes in logistics and supply chain. Russian Economic Bulletin, 8(1), 153-160.
[6] Lohani, K. K. (2024). Trade Flow of India with BRICS Countries: A Gravity Model Approach. Global Business Review, 25(1), 22-39. doi:10.1177/0972150920927684.
[7] Horak, J. (2021). Sanctions as a Catalyst for Russia’s and China’s Balance of Trade: Business Opportunity. Journal of Risk and Financial Management, 14(1), 36. doi:10.3390/jrfm14010036.
[8] BRICS Joint Statistical Publication. (2024). BRICS-Russia 2024. BRICS Joint Statistical Publication, Shanghai, China. Available online: https://brics.ibge.gov.br/downloads/BRICS_Joint_Statistical_Publication_2024.pdf (accessed on September 2025).
[9] Aksenov, G., Li, R., Abbas, Q., Fambo, H., Popkov, S., Ponkratov, V., Kosov, M., Elyakova, I., & Vasiljeva, M. (2023). Development of Trade and Financial-Economical Relationships between China and Russia: A Study Based on the Trade Gravity Model. Sustainability (Switzerland), 15(7), 6099. doi:10.3390/su15076099.
[10] Padhan, H., Ghosh, S., & Hammoudeh, S. (2023). Renewable energy, forest cover, export diversification, and ecological footprint: a machine learning application in moderating eco-innovations on agriculture in the BRICS-T economies. Environmental Science and Pollution Research, 30(35), 83771-83791. doi:10.1007/s11356-023-27973-4.
[11] Andal, A. G. T., & Muratshina, K. G. (2022). Adjunct rather than alternative in global governance: An examination of BRICS as an international bloc through the perception of its members. Social Science Information, 61(1), 77-99. doi:10.1177/05390184211068012.
[12] Olalekan Olaniyi, C., & Mbaya Odhiambo, N. (2023). Does institutional quality matter in the financial Development-Economic complexity Nexus? Empirical insights from Africa. Research in Globalization, 7, 100173. doi:10.1016/j.resglo.2023.100173.
[13] Nach, M., & Ncwadi, R. (2024). BRICS economic integration: Prospects and challenges. South African Journal of International Affairs, 31(2), 151-166. doi:10.1080/10220461.2024.2380676.
[14] Arzova, S. B., & Şahin, B. Ş. (2024). Macroeconomic and financial determinants of green growth: an empirical investigation on BRICS-T countries. Management of Environmental Quality: An International Journal, 35(3), 506-524. doi:10.1108/MEQ-07-2023-0210.
[15] Alekseenko, O., & Iliyn, I. (2014). BRICS – a new form of polycentricity of the world order. Observer, 12, 35-42.
[16] Lev, M. Yu., Medvedeva, M. B., & Leshchenko, Yu. G. (2024). BRICS Economic Security under Anti-Russian Sanctions: Institutional Aspect. Economic Security, 7(1), 123-154. doi:10.18334/ecsec.7.1.120345. (In Russian).
[17] Sonboli, N. (2024). BRICS as an Alternative Center for Global Governance Rule. Valdai Notes, Russia in Global Affairs. Available online: https://globalaffairs.ru/articles/briks-sonboli/ (accessed on September 2025). (In Russian).
[18] Malkov, S., Ustyuzhanin, V., Bilyuga, S., & Musieva, D. (2024). Demographic and economic development of the BRICS countries: modeling and forecasting. Vek Globalizatsii, 4, 129-148. doi:10.30884/vglob/2024.04.11. (In Russian).
[19] Malkov, S.Yu., Davydova, O.I., & Shturo V.R. (2024). Russia under economic sanctions: modeling and forecasting. Strategic Stability. Information Wars, 2, 49-56.
[20] Tregubenko, F. (2024). BRICS expansion: features and advantages for Russia. Russian Foreign Trade Bulletin, (11), 2596. doi:10.24412/2072-8042-2024-11-27-41.
[21] Tregubenko, F. V. (2025). Russia’s Strategic Goals and Cooperation with BRICS in Mineral Self-sufficiency. Russian Foreign Economic Journal, (3), 82-94. doi:10.24412/2072-8042-2025-3-82-94.
[22] Kobrinskaya, I., & Machavariani, G. (2025). Russia and the World: 2025. Economy and Foreign Policy. Annual Forecast. Primakov National Research Institute of World Economy and International Relations, Russian Academy of Sciences (IMEMO), 23, Profsoyuznaya Str., Moscow, Russia. doi:10.20542/978-5-9535-0634-2.
[23] Sinitsina-Davydova D.V. Shturo V.R., & Malkov S.Yu. (2024). The middle-income trap: challenges and responses on the example of China. Information Wars, 1, 27-32.
[24] Lu, R., Yang, Y., Liu, J., & Ayub, A. (2024). Exploring the impact of financial globalization, good governance and renewable energy consumption on environmental pollution: Evidence from BRICS-T countries. Heliyon, 10(13), 33398. doi:10.1016/j.heliyon.2024.e33398.
[25] Pessoa, G., Ponkratov, V., Philippov, D., Shvyreva, O., Kuznetsov, N., Elyakova, I., Mikhina, E., Kotova, N., Pozdnyaev, A., Durmanov, A., & Bloshenko, T. (2024). Energy Price Impact on BRIC Stock Markets: A Granger Causality Analysis. Emerging Science Journal, 8(6), 2385-2403. doi:10.28991/ESJ-2024-08-06-015.
[26] Dong, Q., Balsalobre-Lorente, D., & Syed, Q. R. (2025). The critical role of financial inclusion in green growth: Evidence from BRICS countries. Research in International Business and Finance, 76, 102847. doi:10.1016/j.ribaf.2025.102847.
[27] Dai, Y. (2023). Business Cycle Synchronization and Multilateral Trade Integration in the BRICS. Chinese Economy, 56(3), 163-181. doi:10.1080/10971475.2022.2132700.
[28] Yadav, A., Bekun, F. V., Ozturk, I., Ferreira, P. J. S., & Karalinc, T. (2024). Unravelling the role of financial development in shaping renewable energy consumption patterns: Insights from BRICS countries. Energy Strategy Reviews, 54, 101434. doi:10.1016/j.esr.2024.101434.
[29] Abbas, Q., HongXing, Y., Ramzan, M., & Fatima, S. (2023). BRICS and the climate challenge: navigating the role of factor productivity and institutional quality in CO2 emissions. Environmental Science and Pollution Research, 31(3), 4348-4364. doi:10.1007/s11356-023-31321-x.
[30] Shah, M. A. H., & Ximei, W. (2024). Innovating for sustainability: exploring the synergy between international digital trade, appeal mechanisms, renewable energy, and economic growth on ecological footprint in BRICST economies. Environment, Development and Sustainability. doi:10.1007/s10668-024-05252-7.
[31] Taghizadeh-Hesary, F., Yoshino, N., Kim, C. J., & Morgan, P. J. (2020). Regional economic integration in Asia: Challenges and recommended policies. Journal of Economic Integration, 35(1), 1-9. doi:10.11130/jei.2020.35.1.1.
[32] Orlowski, L. T. (2020). Capital markets integration and economic growth in the European Union. Journal of Policy Modeling, 42(4), 893-902. doi:10.1016/j.jpolmod.2020.03.012.
[33] Ali, S., Xiaohong, Z., & Hassan, S. T. (2024). The hidden drivers of human development: Assessing its role in shaping BRICS-T’s economics complexity, and bioenergy transition. Renewable Energy, 221, 119624. doi:10.1016/j.renene.2023.119624.
[34] Sadiq, M., Hassan, S. T., Khan, I., & Rahman, M. M. (2023). Policy uncertainty, renewable energy, corruption and CO2 emissions nexus in BRICS-1 countries: a panel CS-ARDL approach. Environment, Development and Sustainability, 26(8), 21595-21621. doi:10.1007/s10668-023-03546-w.
[35] Alariqi, M., Long, W., Singh, P. R., Al-Barakani, A., & Muazu, A. (2023). Modelling dynamic links among energy transition, technological level and economic development from the perspective of economic globalisation: Evidence from MENA economies. Energy Reports, 9, 3920-3931. doi:10.1016/j.egyr.2023.02.089.
[36] Wu, L., Sutherland, D., & Anderson, J. R. (2023). Articles: Are emerging market MNEs more attracted towards better patent enforcement regimes when undertaking greenfield R&D-focused FDI? Transnational Corporations, 30(2), 1-36. doi:10.18356/2076099x-30-2-1.
[37] Xiong, S., & Luo, R. (2023). Investigating the relationship between digital trade, natural resources, energy transition, and green productivity: Moderating role of R&D investment. Resources Policy, 86, 104069. doi:10.1016/j.resourpol.2023.104069.
[38] Belli, L., Gaspar, W. B., & Singh Jaswant, S. (2024). Data sovereignty and data transfers as fundamental elements of digital transformation: Lessons from the BRICS countries. Computer Law and Security Review, 54, 106017. doi:10.1016/j.clsr.2024.106017.
[39] Šilenskytė, A., Butkevičienė, J., & Bartminas, A. (2024). Blockchain-based connectivity within digital platforms and ecosystems in international business. Journal of International Management, 30(3), 101109. doi:10.1016/j.intman.2023.101109.
[40] Aizenman, J., Cheung, Y. W., & Qian, X. W. (2020). The currency composition of international reserves, demand for international reserves, and global safe assets. Journal of International Money and Finance, 102, 102120. doi:10.1016/j.jimonfin.2019.102120.
[41] Bianchi, J., & Sosa-Padilla, C. (2024). Reserve Accumulation, Macroeconomic Stabilization, and Sovereign Risk. Review of Economic Studies, 91(4), 2053-2103. doi:10.1093/restud/rdad075.
[42] Statista. (2025). BRICS Plus and G7 countries' share of the world's total gross domestic product (GDP) in purchasing power parity (PPP) from 2000 to 2024. Available online: https://www.statista.com/statistics/1412425/gdp-ppp-share-world-gdp-g7-brics/ (accessed on September 2025).
[43] European Parliament. (2024). Expansion of BRICS: A quest for greater global influence? European Parliament, Strasbourg, France. Available online: https://www.europarl.europa.eu/thinktank/en/document/EPRS_BRI(2024)760368 (accessed on July 2025).
[44] Popov, V. (2024). US dollar is losing it position of a reserve currency: how new BRICS development bank can ensure a soft landing. Journal of the Asia Pacific Economy, 1-11. doi:10.1080/13547860.2024.2414558.
[45] Çakmaklı, B. M. (2025). Foreign Trade and Economic Integration Relationship: Evaluation of Turkey in Terms of EU and Brics. Journal of Eurasian Social and Economic Research, 12(2), 9-30.
[46] Oxford Analytica (2024). Turkey would not benefit from BRICS membership. Expert Briefings, Emerald Publishing Limited, Leeds, United Kingdom. doi:10.1108/OXAN-DB287922.
[47] Ullah, S., Luo, R., Adebayo, T. S., & Kartal, M. T. (2024). Paving the ways toward sustainable development: the asymmetric effect of economic complexity, renewable electricity, and foreign direct investment on the environmental sustainability in BRICS-T. Environment, Development and Sustainability, 26(4), 9115-9139. doi:10.1007/s10668-023-03085-4.
[48] Cutcu, I., & Keser, A. (2025). Democracy and Foreign Direct Investment in BRICS-TM Countries for Sustainable Development. Journal of the Knowledge Economy, 16(2), 10524-10565. doi:10.1007/s13132-024-02205-3.
[49] Sadovnichiy, V. A., Akaev, A. A., & Davydova, O. I. (2024). Modeling and Forecasting the Evolutionary Economic Development of the Brics and G7 Countries in the First Half of the Twenty-First Century. Journal of Globalization Studies, 15(2), 3-41. doi:10.30884/jogs/2024.02.01.
[50] Akinyele, O., Toluwabori, L., Owolabi, S. O., & Olatunde, O. (2024). The Dynamics of Trade and Investment on the Expansion of BRICS Economies. Journal of Economics Management and Trade, 30(11), 50-62. doi:10.9734/jemt/2024/v30i111252.
[51] He, Q., Li, W., Zhang, P., & Guo, C. (2024). Corporate governance, policy robustness and carbon neutrality in the digital economy: Insights from the natural resource exploitation sector. Resources Policy, 88, 104477. doi:10.1016/j.resourpol.2023.104477.
[52] Barykin, S. E., Kapustina, I. V., Korchagina, E. V., Sergeev, S. M., Yadykin, V. K., Abdimomynova, A., & Stepanova, D. (2021). Digital logistics platforms in the BRICS countries: Comparative analysis and development prospects. Sustainability (Switzerland), 13(20), 11228. doi:10.3390/su132011228.
[53] Vasiljeva, M. V., Ponkratov, V. V., Vatutina, L. A., Volkova, M. V., Ivleva, M. I., Romanenko, E. V., Kuznetsov, N. V., Semenova, N. N., Kireeva, E. F., Goncharov, D. K., & Elyakova, I. D. (2022). Crude Oil Market Functioning and Sustainable Development Goals: Case of OPEC++-Participating Countries. Sustainability (Switzerland), 14(8), 4742. doi:10.3390/su14084742.
[54] World Bank. (2024). World Development Indicators. World Bank, Washington, United States. Available online: https://databank.worldbank.org/source/world-development-indicators (accessed on September 2025).
[55] National Bureau of Statistics of China. (2025). National Data. National Bureau of Statistics of China, Beijing, China. Available online: https://data.stats.gov.cn/english/easyquery.htm?cn=C01 (accessed on September 2025).
[56] Turkish Statistical Institute. (2025). Turkish Statistical Institute, Ankara, Turkey. Available online: https://www.tuik.gov.tr/Home/Index (accessed on September 2025).
[57] Central Bank of the Republic of Turkey. (2025). Central Bank of the Republic of Turkey, Ankara, Turkey. Available online: https://www.tcmb.gov.tr/wps/wcm/connect/en/tcmb+en (accessed on September 2025).
[58] Ministry of Statistics and Program Implementation. (2025). National Accounts Statistics. Ministry of Statistics and Program Implementation, Delhi, India. Available online: https://mospi.gov.in/publication/national-accounts-statistics-2025 (accessed on September 2025).
[59] R.B.I. (2025). Handbook of Statistics on Indian Economy. Reserve Bank of India, Mumbai, India. Available online: https://www.rbi.org.in/Scripts/AnnualPublications.aspx?head=Handbook%20of%20Statistics%20on%20Indian%20Economy (accessed on September 2025).
[60] Statistics South Africa. (2025). Statistical Publications. Statistics South Africa, Pretoria, South Africa. Available online: https://www.statssa.gov.za/?page_id=1859 (accessed on September 2025).
[61] South African Reserve Bank. (2025). Statistics. South African Reserve Bank, Pretoria, South Africa. Available online: https://www.resbank.co.za/en/home/what-we-do/statistics (accessed on September 2025).
[62] Brazilian Institute of Geography and Statistics. (2025). Tables (SIDRA). Brazilian Institute of Geography and Statistics, Rio de Janeiro, Brazil. Available online: https://www.ibge.gov.br/en/busca.html?searchword=SIDRA+ (accessed on September 2025).
[63] Central Bank of Brazil. (2025). Datasets. Central Bank of Brazil, Brasília, Brazil. Available online: https://opendata.bcb.gov.br/en/dataset (accessed on September 2025).
[64] Federal State Statistics Service. (2025). Official Statistics. Federal State Statistics Service, Moscow, Russia. Available online: https://eng.rosstat.gov.ru/folder/11335 (accessed on September 2025). (In Russian).
[65] Bank of Russia. (2025). Statistics. Bank of Russia, Moscow, Russia. Available online: https://www.cbr.ru/eng/statistics/ (accessed on September 2025). (In Russian).
[66] UNESCO Institute for Statistics. (2025). Data for Sustainable Development Goals. UNESCO Institute for Statistics, Montreal, Canada. Available online: https://uis.unesco.org/ (accessed on September 2025).
[67] OECD. (2025). Main Science and Technology Indicators. Organisation for Economic Co-operation and Development (OECD), Paris, France. Available online: https://www.oecd.org/en/data/datasets/main-science-and-technology-indicators.html (accessed on September 2025).
[68] MNR. (2025). Statistical Data. Ministry of Natural Resources and Environment of the Russian Federation, Moscow, Russia. Available online: https://www.mnr.gov.ru/activity/# (accessed on September 2025).
[69] Ministry of Energy of the Russian Federation. (2025). Statistics. Ministry of Energy of the Russian Federation, Moscow, Russia. Available online: https://www.mnr.gov.ru/activity/# (accessed on September 2025).
[70] UN Comtrade. (2025). National Accounts Statistics. Available online: https://shop.un.org/databases#component-122 (accessed on September 2025).
[71] International Energy Agency. (2025). Renewables. International Energy Agency, Paris, France. Available online: https://www.iea.org/energy-system/renewables (accessed on September 2025).
[72] IMF. (2025). Accessing International Financial Statistics (IFS). International Monetary Fund, Washington, D.C., United States. Available online: https://data.imf.org/en/news/accessing%20international%20financial%20statistics (accessed on September 2025).
[73] Pesaran, M. H., Shin, Y., & Smith, R. J. (2001). Bounds testing approaches to the analysis of level relationships. Journal of Applied Econometrics, 16(3), 289-326. doi:10.1002/jae.616 (accessed on September 2025).
[74] Du, J., Cheng, J., & Ali, K. (2023). Modelling the green logistics and financial innovation on carbon neutrality goal, a fresh insight for BRICS-T. Geological Journal, 58(7), 2742-2756. doi:10.1002/gj.4732.
[75] Krautheim, S. (2012). Heterogeneous firms, exporter networks and the effect of distance on international trade. Journal of International Economics, 87(1), 27-35. doi:10.1016/j.jinteco.2011.11.004.
[76] Oprisan, O., Pirciog, S., Ionascu, A. E., Lincaru, C., & Grigorescu, A. (2023). Economic Resilience and Sustainable Finance Path to Development and Convergence in Romanian Counties. Sustainability (Switzerland), 15(19), 14221. doi:10.3390/su151914221.
[77] Zhou, J., Chen, H., Bai, Q., Liu, L., Li, G., & Shen, Q. (2023). Can the Integration of Rural Industries Help Strengthen China’s Agricultural Economic Resilience? Agriculture (Switzerland), 13(9). doi:10.3390/agriculture13091813.
[78] Liu, Q., Li, R., & Wang, Y. (2024). Digital finance and capital mobility: Evidence from cross-regional investment of listed companies in China. Pacific Basin Finance Journal, 87, 102515. doi:10.1016/j.pacfin.2024.102515.
[79] Chang, H. J. (2011). Institutions and economic development: Theory, policy and history. Journal of Institutional Economics, 7(4), 473-498. doi:10.1017/S1744137410000378.
[80] Le, A. N. N., Pham, H., Pham, D. T. N., & Duong, K. D. (2023). Political stability and foreign direct investment inflows in 25 Asia-Pacific countries: the moderating role of trade openness. Humanities and Social Sciences Communications, 10(1). doi:10.1057/s41599-023-02075-1.
[81] de Melo, J., & Olarreaga, M. (2020). Trade-Related Institutions and Development. The Handbook of Economic Development and Institutions, 255-307, Princeton University Press, Princeton, United States. doi:10.2307/j.ctvm7bbxr.
[82] Bruton, G. D., & Ahlstrom, D. (2003). An institutional view of China’s venture capital industry. Journal of Business Venturing, 18(2), 233-259. doi:10.1016/s0883-9026(02)00079-4.
[83] Flammer, C. (2015). Does product market competition foster corporate social responsibility? Evidence from trade liberalization. Strategic Management Journal, 36(10), 1469-1485. doi:10.1002/smj.2307.
[84] Maedgen, J., & Wlezien, C. (2024). Institutional Friction and Policy Responsiveness: The Puzzle of Coalitional Fragmentation and Executive-Legislative Balance. Political Research Quarterly, 77(4), 1262-1278. doi:10.1177/10659129241263481.
[85] Helpman, E. (1992). Endogenous macroeconomic growth theory. European Economic Review, 36(2-3), 237-267. doi:10.1016/0014-2921(92)90083-9.
[86] Kevser, M., Doğan, M., & Tekbaş, M. (2021). Relationship Between Globalization and Financial Development: An Empirical Study on Brics-T Countries. İzmir İktisat Dergisi, 36(3), 709-724. doi:10.24988/ije.202136314.
[87] Ante, L., & Saggu, A. (2024). Time-Varying Bidirectional Causal Relationships between Transaction Fees and Economic Activity of Subsystems Utilizing the Ethereum Blockchain Network. Journal of Risk and Financial Management, 17(1), 19. doi:10.3390/jrfm17010019.
[88] Suresh, D., & Shaw, R. (2024). Cyber Security in the Perspective of Global Risk Landscape. Disaster Risk Reduction, 91-106. doi:10.1007/978-981-97-1860-3_7.
[89] Bems, R., & de Carvalho Filho, I. (2011). The current account and precautionary savings for exporters of exhaustible resources. Journal of International Economics, 84(1), 48-64. doi:10.1016/j.jinteco.2011.02.004.
[90] Shang, Y., Xia, Z., Xiao, Z., & Shum, W. Y. (2024). An analysis of the time-lag effect of global geopolitical risk on business cycle based on visibility graph technique. Technological Forecasting and Social Change, 209, 123823. doi:10.1016/j.techfore.2024.123823.
[91] Hassan, Q., Viktor, P., J. Al-Musawi, T., Mahmood Ali, B., Algburi, S., Alzoubi, H. M., Khudhair Al-Jiboory, A., Zuhair Sameen, A., Salman, H. M., & Jaszczur, M. (2024). The renewable energy role in the global energy Transformations. Renewable Energy Focus , 48, 100545. doi:10.1016/j.ref.2024.100545.
[92] Ma, F., Saleem, H., Ding, X., Nazir, S., & Tariq, S. (2024). Do natural resource rents, green technological innovation, and renewable energy matter for ecological sustainability? Role of green policies in testing the environmental Kuznets curve hypothesis. Resources Policy, 91, 104844. doi:10.1016/j.resourpol.2024.104844.
- This work (including HTML and PDF Files) is licensed under a Creative Commons Attribution 4.0 International License.



















