The fiscal sustainability forecasting model in the member states of the European Union

DOI: https://doi.org/10.3846/tede.2026.27917

Abstract

This paper develops an integrated methodological framework for classifying and forecasting fiscal sustainability among the 27 Member States of the European Union, starting from a fundamental economic question: how can EU Member States’ fiscal sustainability be reliably assessed and predicted in a context marked by repeated macroeconomic shocks and institutional heterogeneity? An integrated model for forecasting fiscal sustainability in the European Union is proposed, built upon a well-defined economic hypothesis: fiscal sustainability can be captured by a composite index derived from statistically validated fiscal and macroeconomic indicators. Our approach addresses a major gap in the economic literature, where forecasting models often fail to integrate institutional constraints and policy relevance. By combining advanced statistical techniques and macroeconomic scenario simulation – a Composite Fiscal Sustainability Index (CFSI) is constructed and its predictive performance evaluated under three alternative economic scenarios. The model achieves an overall accuracy of 85.19%, demonstrating strong discriminatory power and the ability to provide early warning signals of fiscal profile transitions. Positioned at the intersection of research on fiscal rules, public debt dynamics, and fiscal stress indicators, this study contributes both a methodological innovation – through an integrated and reproducible forecasting framework – and policy-relevant insights for enhancing fiscal governance within the European Union.

Keywords:

fiscal sustainability, forecasting, cluster analysis, Composite Fiscal Sustainability Index, European Union

How to Cite

Dobrotă, G., Voda, A. D., Bușan, G., Stegăroiu, C. E., Alecsoiu, O.-R., Ecobici, M. L., & Croitoru, I. M. (2026). The fiscal sustainability forecasting model in the member states of the European Union. Technological and Economic Development of Economy, 32(4), 1387–1423. https://doi.org/10.3846/tede.2026.27917

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August 31, 2026
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References

Afonso, A., & Rault, C. (2010). What do we really know about fiscal sustainability in the EU? A panel data diagnostic. Review of World Economics, 145, 731–755. https://doi.org/10.1007/s10290-009-0034-1

Afonso, A., & Jalles, J. T. (2017). Fiscal sustainability: A panel data assessment for advanced economies. Applied Economics Letters, 24(4), 259–263. https://doi.org/10.1080/13504851.2014.987913

Alesina, A., & Ardagna, S. (2010). Large changes in fiscal policy: Taxes versus spending. Tax Policy and the Economy, 24(1), 35–68. https://doi.org/10.1086/649828

Alloza, M., Burriel, P., & Pérez, J. J. (2019). Fiscal policies in the euro area: Revisiting the size of spillovers. Journal of Macroeconomics, 61, Article 103132. https://doi.org/10.1016/j.jmacro.2019.103132

Arčabić, V. (2018). Fiscal convergence and sustainability in the European Union. Public Sector Economics, 42(4), 353–380. https://doi.org/10.3326/pse.42.4.1

Balassone, F., & Franco, D. (2000). Assessing fiscal sustainability: A review of methods with a view to EMU. SSRN. https://doi.org/10.2139/ssrn.2109377

Barbier-Gauchard, A., Baret, K., & Minea, A. (2021). National fiscal rules and fiscal discipline in the European Union. Applied Economics, 53(20), 2337–2359. https://doi.org/10.1080/00036846.2020.1859453

Bénétrix, A. S., & Lane, P. R. (2013). Fiscal cyclicality and EMU. Journal of International Money and Finance, 34, 164–176. https://doi.org/10.1016/j.jimonfin.2012.11.009

Berti, K., Salto, M., & Lequien, M. (2012). An early-detection index of fiscal stress for EU countries (European Economy Economic Paper No. 475). European Commission. https://doi.org/10.2765/28160

Beetsma, R. M. W. J., Giuliodori, M., Hanson, J., & de Jong, F. (2018). Cross-border auction cycle effects of sovereign bond issuance in the euro area. Journal of Money, Credit and Banking, 50(7), 1401–1440. https://doi.org/10.1111/jmcb.12510

Beetsma, R., Cimadomo, J., & Van Spronsen, J. (2022). One scheme fits all: A central fiscal capacity for the ENU targeting eurozone, national and regional shocks (ECB Working Paper No. 2666). European Central Bank. https://doi.org/10.2866/103730

Blanchard, O., Chouraqui, J. C., Hagemann, R. P., & Sartor, N. (1990). The sustainability of fiscal policy: New answers to an old question. OECD Economic Studies, 15, 7–36.

Blanchard, O. (2019). Public debt and low interest rates. American Economic Review, 109(4), 1197–1229. https://doi.org/10.1257/aer.109.4.1197

Bohn, H. (1998). The behavior of U.S. public debt and deficits. The Quarterly Journal of Economics, 113(3), 949–963. https://doi.org/10.1162/003355398555793

Bornhorst, F., Dobrescu, G., Fedelino, A., Gottschalk, J., & Nakata, T. (2011). When and how to adjust beyond the business cycle? A guide to structural fiscal balances. IMF Technical Notes and Manuals, (5). https://doi.org/10.5089/9781475510201.005

Boubaker, S., Nguyen, D. K., & Paltalidis, N. (2018). Fiscal policy interventions at the zero lower bound. Journal of Economic Dynamics and Control, 93, 297–314. https://doi.org/10.2139/ssrn.2926429

Brady, G. L., & Magazzino, C. (2018). Fiscal sustainability in the EU. Atlantic Economic Journal, 46, 297–311. https://doi.org/10.1007/s11293-018-9588-4

Burnside, C. (2005). Fiscal sustainability in theory and practice: A handbook. World Bank.

Capati, A. (2023). The Covid-19 pandemic and the reordering of EU fiscal governance (REGROUP Research Paper No. 6). CIDOB – Barcelona Centre for International Affairs. https://doi.org/10.31235/osf.io/mdhbk

Cerovic, S., Gerling, K., Hodge, A., & Medas, P. (2018). Predicting fiscal crises (Working Paper No. 18/181). IMF. https://doi.org/10.5089/9781484372555.001

Cottarelli, C. (2016). A European fiscal union: The case for a larger central budget. Economia Politica, 33, 1–8. https://doi.org/10.1007/s40888-016-0026-2

Darvas, Z., & Welslau, L. (2023). First lessons from the recovery and resilience facility for the EU economic governance framework. European Union. https://www.europarl.europa.eu/RegData/etudes/IDAN/2023/741748/IPOL_IDA(2023)741748_EN.pdf

Darvas, Z., Welslau, L., & Zettelmeyer, J. (2025). Demographic change will hit public debt sustainability in European Union countries. Journal of Policy Modelling, 47(6), 1131–1157. https://doi.org/10.1016/j.jpolmod.2025.09.004

Deleidi, M. (2022). Quantifying multipliers in Italy: Does fiscal policy composition matter? Oxford Economic Papers, 74(2), 359–381. https://doi.org/10.1093/oep/gpab028

Derkacz, A. J. (2020). Fiscal, investment and export multipliers and the COVID-19 pandemic slowdowns uncertainty factor in the first half of 2020. Risks, 8(4), Article 122. https://doi.org/10.3390/risks8040122

Dobrotă, G., & Vodă, A. D. (2024). Stochastic debt sustainability analysis in Romania in the context of the war in Ukraine. Econometrics, 12(3), Article 19. https://doi.org/10.3390/econometrics12030019

Escolano, J. (2010). A practical guide to public debt dynamics, fiscal sustainability, and cyclical adjustment of budgetary aggregates. Technical Notes and Manuals, (2). https://doi.org/10.5089/9781462396955.005

European Commission. (2006). Public finances in EMU – 2006 (European Economy Report No. 3). Directorate-General for Economic and Financial Affairs. https://ec.europa.eu/economy_finance/publications/pages/publication423_en.pdf

European Commission. (2018). The 2018 Ageing Report: Economic and budgetary projections for the 28 EU Member States (2016–2070) (Institutional Paper No. 079). Directorate-General for Economic and Financial Affairs. https://doi.org/10.2765/615631

European Commission. (2021). Annual sustainable growth strategy 2021. https://eur-lex.europa.eu/legal-content/EN/TXT/HTML/?uri=CELEX:52020DC0575

European Commission. (2022). Fiscal sustainability report 2021 (Institutional paper No. 171). European Union. https://economy-finance.ec.europa.eu/system/files/2022-05/dp171_en_vol1.pdf

European Commission. (2023). Debt sustainability monitor 2022. Publications Office of the European Union. https://doi.org/10.2765/917337

European Commission. (2024). Report on Public Finances in EMU 2023 (Institutional Paper No. 295). Directorate-General for Economic and Financial Affairs. https://doi.org/10.2765/41155

European Commission. (n.d.). AMECO database. https://economy-finance.ec.europa.eu/economic-research-and-databases/economic-databases/ameco-database_en

European Court of Auditors. (2023). The Recovery and Resilience Facility: Risks to performance remain despite early progress (Special Report No. 26/2023). https://www.eca.europa.eu/en/publications?ref=sr-2023-26

Eurostat. (n.d.). Database. https://ec.europa.eu/eurostat/data/database

Everitt, B. S., Landau, S., Leese, M., & Stahl, D. (2011). Cluster analysis (5th ed.). Wiley. https://doi.org/10.1002/9780470977811

Fuest, C., & Peichl, A. (2012). European fiscal union: What is it? Does it work? And are there really no alternatives? CESifo Forum, 13(1), 3–9.

Grdović Gnip, A. (2017). Empirical assessment of stabilization effects of fiscal policy in Croatia. In H. Blažić & M. Grdinić (Eds.), Tax policy and fiscal consolidation in Croatia (pp. 100–121). University of Rijeka. https://repozitorij.upr.si/IzpisGradiva.php?lang=eng&id=9717

Hastie, T., Tibshirani, R., & Friedman, J. (2009). The elements of statistical learning: Data mining, inference, and prediction (2nd ed.). Springer. https://doi.org/10.1007/978-0-387-84858-7

Haug, A. A., Jędrzejowicz, T., & Sznajderska, A. (2019). Monetary and fiscal policy transmission in Poland. Economic Modelling, 79, 15–27. https://doi.org/10.1016/j.econmod.2018.09.031

Hellwig, K.-P. (2021). Predicting fiscal crisis: A machine learning approach (Working paper No. 21/150). IMF. https://doi.org/10.5089/9781513573588.001

International Monetary Fund. (2016). Analyzing and managing fiscal risks: Best practices (IMF policy paper). https://www.imf.org/external/np/pp/eng/2016/050416.pdf

Južnik Rotar, L. (2025). Fiscal sustainability and economic growth in the light of new economic governance. Technological and Economic Development of Economy, 31(3), 663–684. https://doi.org/10.3846/tede.2025.22499

Kameník, M., Ruščáková, A., & Semančíková, J. (2018). Fiscal multipliers and macroeconomic performance in the case of Slovakia and Hungary. International Journal of Computational Economics and Econometrics, 8(1), 79–94. https://doi.org/10.1504/IJCEE.2018.088320

Kasselaki, M. T., & Tagkalakis, A. O. (2016). Fiscal policy and private investment in Greece. International Economics, 147, 53–106. https://doi.org/10.1016/j.inteco.2016.03.003

Krajewski, P., & Szymańska, A. (2019). The effectiveness of fiscal policy within business cycle – Ricardians vs. non-Ricardians approach. Baltic Journal of Economics, 19(2), 195–215. https://doi.org/10.1080/1406099X.2019.1609228

Kuhn, M., & Johnson, K. (2013). Applied predictive modeling. Springer. https://doi.org/10.1007/978-1-4614-6849-3

Lee, C. L., Ahmad, R., Karim, Z. A., & Khalid, N. (2023). Institutional quality, income level, and debt sustainability: New evidence using dynamic panel threshold regression. Technological and Economic Development of Economy, 29(5), 1520–1538. https://doi.org/10.3846/tede.2023.19247

Mauro, P. (2011). Chipping away at public debt: Sources of failure and keys to success in fiscal adjustment. Wiley.

Mauro, P., Romeu, R., Binder, A., & Zaman, A. (2015). A modern history of fiscal prudence and profligacy. Journal of Monetary Economics, 76, 55–70. https://doi.org/10.1016/j.jmoneco.2015.07.003

Michail, N. A., Savva, C. S., & Koursaros, D. (2017). Size effects of fiscal policy and business confidence in the Euro Area. International Journal of Financial Studies, 5(4), Article 26. https://doi.org/10.3390/ijfs5040026

Mileusnic, M. (2021). Steps towards a European fiscal union: Has the revised Stability and Growth Pact delivered so far? Journal of Contemporary European Research, 17(3), 319–336. https://doi.org/10.30950/jcer.v17i3.1123

Mirdala, R., & Kameník, M. (2017). Effects of fiscal policy shocks in CE3 countries (TVAR approach) (Working paper No. 79918). Munich Personal RePEc Archive.

Organisation for Economic Co-operation and Development. (2019). Tax policy reforms 2019: OECD and selected partner economies. OECD Publishing. https://doi.org/10.1787/da56c295-en

Pench, L. R. (2024). Three risks that must be addressed for new European Union fiscal rules to succeed (Policy brief No. 08/2024). Bruegel. https://www.bruegel.org/policy-brief/three-risks-must-be-addressed-new-european-union-fiscal-rules-succeed

Pikhart, Z. (2019). Fiscal impulse and post-crisis estimate of fiscal multipliers in the Czech Republic. Politická Ekonomie, 67(6), 577–592. https://doi.org/10.18267/j.polek.1256

Ramos-Herrera, M. D. C., & Sosvilla-Rivero, S. (2020). Fiscal sustainability in aging societies: Evidence from Euro Area countries. Sustainability, 12(24), Article 10276. https://doi.org/10.3390/su122410276

Röhn, O., Sanchez, A.C., Hermansen, M., & Rasmussen, M. (2015). Economic resilience: A new set of vulnerability indicators for OECD countries. (Working paper No. 1249). OECD. https://doi.org/10.1787/5jrxhgjw54r8-en

Shaheen, R., & Turner, P. (2020). Fiscal multipliers and the level of economic activity: A structural threshold VAR model for the UK. Applied Economics, 52(17), 1857–1865. https://doi.org/10.1080/00036846.2019.1679347

Szymańska, A. (2018). Impact of fiscal policy on GDP in EU countries outside the Eurozone. Gospodarka Narodowa. The Polish Journal of Economics, 295(3), 49–74. https://doi.org/10.33119/GN/100488

Szymańska, A. (2022). Analysis of the effects of fiscal policy shocks in the Baltic region. Journal of International Studies, 15(2), 226–247. https://doi.org/10.14254/2071-8330.2022/15-2/15

The European Parliament & The Council of the European Union. (2021). Regulation (EU) 2021/241 establishing the Recovery and Resilience Facility (2021, February 12, No. 32021R0241). Official Journal of the European Union, L57/17. https://eur-lex.europa.eu/eli/reg/2021/241/oj

Vodă, A. D. (2022). Fiscal sustainability and economic growth: Theoretical and empirical evidence in Europe. University Publishing House. https://doi.org/10.5682/9786062814441

Zahariev, A., Radulova, A., Aleksandrova, A., & Petrova, M. (2021). Fiscal sustainability and fiscal risk in the EU: Forecasts and challenges in terms of COVID-19. Entrepreneurship and Sustainability Issues, 8(3), 618–635. https://doi.org/10.9770/jesi.2021.8.3(39)

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2026-08-31

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Dobrotă, G., Voda, A. D., Bușan, G., Stegăroiu, C. E., Alecsoiu, O.-R., Ecobici, M. L., & Croitoru, I. M. (2026). The fiscal sustainability forecasting model in the member states of the European Union. Technological and Economic Development of Economy, 32(4), 1387–1423. https://doi.org/10.3846/tede.2026.27917

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