Do bank lending practices amplify or stabilise macroeconomic fluctuations? Evidence from emerging Europe before and after financial crises

DOI: https://doi.org/10.3846/tede.2026.28130

Abstract

The global financial crisis of 2007–2009 exposed the vulnerability of bank-dependent emerging economies, where procyclical lending amplifies output fluctuations and heightens GDP volatility, with adverse effects on investment, employment, and household welfare. This study investigates the impact of bank lending practices, using credit-to-GDP ratios, foreign bank shares, and macroprudential policy indices (MPIs), on GDP volatility of 14 emerging economies in Central, Eastern, and Southeastern Europe from 2000 to 2024. Using an unbalanced panel of 326 observations, fixed-effects and dynamic system GMM estimations analyse GDP volatility as a function of critical lending variables, while controlling for inflation, public debt, and trade openness. Robustness checks encompass subsample analyses (EU versus non-EU), lagged specifications, and instrumental-variable estimations. The findings demonstrate that a 1% increase in credit-to-GDP elevates volatility by 0.102% (p < 0.01), validating procyclical amplification. More stringent macroprudential policies enhance short-term volatility, particularly in non-EU nations (4.438 vs 2.971; p < 0.01), indicating transitional adjustment effects. Foreign bank shares show delayed amplification, while inflation emerges as a consistent destabilizer. System GMM confirms the persistence of GDP volatility. Overall, bank lending plays a dual role, intensifying boom-bust cycles but supporting stabilisation when embedded within countercyclical macroprudential frameworks and credible inflation targeting.

First published online 21 September 2026

Keywords:

macroeconomic volatility, bank lending, credit-to-GDP, macroprudential policy, financial crises
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September 21, 2026
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Bajrami, R., Dalloshi, P., Rexha, D., & Ziberi, B. (2026). Do bank lending practices amplify or stabilise macroeconomic fluctuations? Evidence from emerging Europe before and after financial crises. Technological and Economic Development of Economy, 1-20. https://doi.org/10.3846/tede.2026.28130

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References

Ábel, I., Csortos, O., Lehmann, K., Madarász, A., & Szalai, Z. (2014). Inflation targeting in the light of lessons from the financial crisis. Financial and Economic Review, 13(4), 35–56.

Abosedra, S., Arayssi, M., Ben Sita, B., & Mutshinda, C. (2020). Exploring GDP growth volatility spillovers across countries. Economic Modelling, 89, 577–589. https://doi.org/10.1016/j.econmod.2019.11.015

Adrian, T., Fleming, M., Shachar, O., & Vogt, E. (2017). Market liquidity after the financial crisis. Annual Review of Financial Economics, 9(1), 43–83. https://doi.org/10.1146/annurev-financial-110716-032325

Alam, Z., Alter, A., Eiseman, J., Gelos, G., Kang, H., Narita, M., Nier, E., & Wang, N. (2019). Digging Deeper–Evidence on the effects of macroprudential policies from a new database (IMF Working Paper No. 19/66). International Monetary Fund. https://doi.org/10.5089/9781498305247.001

Arellano, M., & Bover, O. (1995). Another look at the instrumental-variable estimation of error-components models. Journal of Econometrics, 68(1), 29–51. https://doi.org/10.1016/0304-4076(94)01642-D

Ballouk, H., Jabeur, S. B., Challita, S., & Chen, C. (2024). Financial stability: A scientometric analysis and research agenda. Research in International Business and Finance, 70, Article 102294. https://doi.org/10.1016/j.ribaf.2024.102294

Beck, M., Knafo, S., & Sgambati, S. (2022). Leveraging financial claims: Transatlantic bank struggles and the power of US finance. In B. Braun & K. Koddenbrock (Eds.), Capital claims: Power and global finance (pp. 33–49). Routledge. https://doi.org/10.4324/9781003218487-3

Belkhir, M., Naceur, S. B., Candelon, B., & Wijnandts, J. C. (2022). Macroprudential policies, economic growth and banking crises. Emerging Markets Review, 53, Article 100936. https://doi.org/10.1016/j.ememar.2022.100936

Bernanke, B. S., Gertler, M., & Gilchrist, S. (1996). The financial accelerator and the flight to quality. The Review of Economics and Statistics, 78(1), 1–15. https://doi.org/10.2307/2109844

Blundell, R., & Bond, S. (1998). Initial conditions and moment restrictions in dynamic panel data models. Journal of Econometrics, 87(1), 115–143. https://doi.org/10.1016/S0304-4076(98)00009-8

Borio, C. (2011). Rediscovering the macroeconomic roots of financial stability policy: Journey, challenges, and a way forward. Annual Review of Financial Economics, 3(1), 87–117. https://doi.org/10.1146/annurev-financial-102710-144819

Bounader, L., & Elekdag, S. A. (2024). The diagnostic financial accelerator (IMF Working Paper No. 2024/132). International Monetary Fund. https://doi.org/10.5089/9798400279287.001

Boyarchenko, N., Favara, G., & Schularick, M. (2022). Financial stability considerations for monetary policy: Empirical evidence and challenges (Finance and Economics Discussion Series No. 2022 006). Board of Governors of the Federal Reserve System. https://doi.org/10.17016/FEDS.2022.006

Brana, S., Chenaf Nicet, D., & Lahet, D. (2024). Drivers of cross border bank claims: The role of foreign owned banks in emerging countries. The World Economy, 47(1), 96–121. https://doi.org/10.1111/twec.13516

Calomiris, C. W., & Jaremski, M. (2024). The puzzling persistence of financial crises: A selective review of 2,000 years of evidence. Journal of Financial Intermediation, 58, Article 101090. https://doi.org/10.1016/j.jfi.2024.101090

Calvo, S.G. (2013). Financial crises, social impact, and risk management: Lessons and challenges (Background paper for World Development Report). The World Bank. http://hdl.handle.net/10986/16339

Cevik, N. K., Dibooglu, S., & Kutan, A. M. (2016). Real and financial sector studies in Central and Eastern Europe: A review. Finance a Uver /Czech Journal of Economics and Finance, 66(1), 2–31.

Challoumis, C., & Eriotis, N. (2024). A historical analysis of the banking system and its impact on the Greek economy. Edelweiss Applied Science and Technology, 8(6), 1598–1617. https://doi.org/10.55214/25768484.v8i6.2282

Chowdhury, A. M. R., Bhuiya, A., Chowdhury, M. E., Rasheed, S., Hussain, Z., & Chen, L. C. (2013). The Bangladesh paradox: Exceptional health achievement despite economic poverty. The Lancet, 382(9906), 1734–1745. https://doi.org/10.1016/S0140-6736(13)62148-0

Claessens, S., & Kose, M. A. (2017). Macroeconomic implications of financial imperfections: A survey. (BIS Working Paper No. 677). https://doi.org/10.1596/1813-9450-8260

Dalloshi, P. (2022). Financial development measurement: Comparison of the high- and low-income countries. Journal of Governance and Regulation, 11(2), 96–103. https://doi.org/10.22495/jgrv11i2art4

Davis, D. D., & Korenok, O. (2023). Policy experiments and financial regulation: Using laboratory methods to evaluate responses to the 2007–2009 financial crisis. Journal of Economic Surveys, 37(3), 657–687. https://doi.org/10.1111/joes.12517

De Haan, J., & Sturm, J. E. (2017). Finance and income inequality: A review and new evidence. European Journal of Political Economy, 50, 171–195. https://doi.org/10.1016/j.ejpoleco.2017.04.007

Deltuvaitė, V. (2016, November). Recent developments in financial integration in the Central and Eastern European countries sovereign bond markets. In M. H. Bilgin, H. Danis, E. Demir & U. Can (Eds.), Country experiences in economic development, management and entrepreneurship: Proceedings of the 17th Eurasia Business and Economics Society conference (pp. 637–645). Springer International Publishing. https://doi.org/10.1007/978-3-319-46319-3_39

Galati, G., & Moessner, R. (2013). Macroprudential policy – a literature review. Journal of Economic Surveys, 27(5), 846–878. https://doi.org/10.1111/j.1467-6419.2012.00729.x

Galati, G., & Moessner, R. (2018). What do we know about the effects of macroprudential policy? Economica, 85(340), 735–770. https://doi.org/10.1111/ecca.12229

Gallego S. H., Gardó, S., Martin, R., Molina, L., & Serena, J. M. (2010). The impact of the global economic and financial crisis on Central Eastern and Southeastern Europe (CESEE) and Latin America (Banco de España Occasional Paper No. 1002). Banco de España. https://ssrn.com/abstract=1635773

Gatt, W. (2024). Loan to value limits as a macroprudential policy tool: Developments in theory and practice. Journal of Economic Surveys, 38(1), 232–267. https://doi.org/10.1111/joes.12548

Goncalves, M., & Smith, E. C. (2016). Central and Eastern European economies: Perspectives and challenges. Business Expert Press. https://www.businessexpertpress.com/books/central-and-eastern-european-economies-perspectives-and-challenges/

He, Q., Hou, J. W., Wang, B., & Zhang, N. (2014). Time varying volatility in the Chinese economy: A regional perspective. Papers in Regional Science, 93(2), 249–268. https://doi.org/10.1111/pirs.12059

Hossain, A. T., & Kryzanowski, L. (2019). Global financial crisis after ten years: A review of the causes and regulatory reactions. Managerial Finance, 45(7), 904–924. https://doi.org/10.1108/MF-09-2018-0453

James, H. (2018). Deglobalization: The rise of disembedded unilateralism. Annual Review of Financial Economics, 10(1), 219–237. https://doi.org/10.1146/annurev financial 110217 022625

Jin, G., Chen, K., Wang, P., Guo, B., Dong, Y., & Yang, J. (2019). Trade-offs in land-use competition and sustainable land development in the North China Plain. Technological Forecasting and Social Change, 141, 36–46. https://doi.org/10.1016/j.techfore.2019.01.004

Karwowski, E., & Stockhammer, E. (2017). Financialisation in emerging economies: A systematic overview and comparison with Anglo-Saxon economies. Economic and Political Studies, 5(1), 60–86. https://doi.org/10.1080/20954816.2016.1274520

Kaufmann, D., Kraay, A., & Mastruzzi, M. (2010). The worldwide governance indicators: Methodology and analytical issues (Working Paper No. 5430). World Bank. https://doi.org/10.1596/1813-9450-5430

Lane, P. R. (2013). Financial globalisation and the crisis. Open Economies Review, 24(3), 555–580. https://doi.org/10.1007/s11079-012-9266-0

Lehmann, A., Levi, M., & Tabak, P. (2011). Basel III and regional financial integration in emerging Europe. An overview of key issues. (Working Paper No. 132). European Bank for Reconstruction and Development. https://scispace.com/pdf/basel-iii-and-regional-financial-integration-in-emerging-4bcseyag04.pdf

Lin, J. Y., & Treichel, V. (2012). The unexpected global financial crisis: Researching its root cause (Working Paper No. 5937). World Bank. https://doi.org/10.1596/1813-9450-5937

Lubis, A., Alexiou, C., & Nellis, J. G. (2019). What can we learn from the implementation of monetary and macroprudential policies: A systematic literature review. Journal of Economic Surveys, 33(4), 1123–1150. https://doi.org/10.1111/joes.12313

Mazzola, F., & Pizzuto, P. (2020). Resilience and convergence: Short vs. long-run regional effects of economic crises and macroeconomic policies. Scienze Regionali, 19(3), 431–452. https://doi.org/10.14650/98286

Mohdari, H. M. H., Selvanus, S., & Goenadhi, L. (2024). The effectiveness of monetary policy in dealing with economic crisis: A literature review. International Journal of Financial Economics, 1(3), 703–710. https://www.oecd.org/en/publications/the-effectiveness-of-monetary-policy-since-the-onset-of-the-financial-crisis_5k41zq9brrbr-en.html

Moreno, R. (2011). Policymaking from a ‘macroprudential’ perspective in emerging market economies (BIS Working Paper No. 336). Bank for International Settlements. https://doi.org/10.2139/ssrn.1858690

Nar, M. (2025). The effects of financial pressure policies on economic growth: The case of OECD countries. Technological and Economic Development of Economy, 31(1), 149–168. https://doi.org/10.3846/tede.2024.22082

Neuhauser, K. L. (2015). The global financial crisis: What have we learned so far? International Journal of Managerial Finance, 11(2), 134–161. https://doi.org/10.1108/IJMF-02-2015-0014

Newman, A. L., & Zhang, Q. (2024). Secondary effects of financial sanctions: Bank compliance and economic isolation of non-target states. Review of International Political Economy, 31(3), 995–1021. https://doi.org/10.1080/09692290.2023.2267051

Nucu, A. E., & Anton, S. G. (2018). Monetary Conditions Index: New empirical evidence from Central and Eastern European countries. Ekonomický časopis, 66(2), 139–158. https://www.sav.sk/journals/uploads/0307133602%2018%20Nucu%20-%20Anton%20%2B%20RS.pdf

Oviedo, R., Alcaraz, C., Amoroso, N., Rivadeneira, A., & Samaniego de la Parra, B. (2023). The real effects of credit during the COVID 19 pandemic (Working Paper). Banco de México, University of California, Federal Reserve Bank of Richmond. https://www.cemla.org/actividades/2023-final/2023-11-xxviii-meeting-of-the-central%E2%80%93bank%E2%80%93researchers-network/papers/2.1.3Oviedoetal.pdf

Sikalao-Lekobane, O. L. (2025). Do macroprudential policies influence FinTech credit growth? Economic Modelling, 151, Article 107233. https://doi.org/10.1016/j.econmod.2025.107233

Sutherland, D., & Hoeller, P. (2012). Debt and macroeconomic stability: An overview of the literature and some empirics (Working Paper No. 1006). Organisation for Economic Co operation and Development. https://doi.org/10.1787/5k8xb75txzf5-en

Taylor, A. M. (2015). Credit, financial stability, and the macroeconomy. Annual Review of Economics, 7(1), 309–339. https://doi.org/10.1146/annurev-economics-080614-115437

Thakor, A. V. (2015). The financial crisis of 2007–2009: Why did it happen and what did we learn? Review of Corporate Finance Studies, 4(2), 155–205. https://doi.org/10.1093/rcfs/cfv001

van Treeck, T. (2014). Did inequality cause the U.S. financial crisis? Journal of Economic Surveys, 28(3), 421–448. https://doi.org/10.1111/joes.12028

Wilson, J. O. S., Casu, B., Girardone, C., & Molyneux, P. (2010). Emerging themes in banking: Recent literature and directions for future research. The British Accounting Review, 42(3), 153–169. https://doi.org/10.1016/j.bar.2010.05.003

Zeman, Z., Kalmar, P., & Lentner, C. (2018). Evolution of post crisis bank regulations and controlling tools: A systematic review from a historical aspect. Banks & Bank Systems, 13(2), 130–140. https://doi.org/10.21511/bbs.13(2).2018.11

Zioło, M., Spoz, A., & Szaruga, E. (2025). Nexus between financial development and sustainable development goals (SDGs): European Union perspective. Technological and Economic Development of Economy, 31(5), 1401–1432. https://doi.org/10.3846/tede.2025.22864

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2026-09-21

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Bajrami, R., Dalloshi, P., Rexha, D., & Ziberi, B. (2026). Do bank lending practices amplify or stabilise macroeconomic fluctuations? Evidence from emerging Europe before and after financial crises. Technological and Economic Development of Economy, 1-20. https://doi.org/10.3846/tede.2026.28130

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