Abadie, A. and Imbens, G.W. (2006) 'Large sample properties of matching estimators for average treatment effects', Econometrica, 74(1), pp. 235-267. https://doi.org/10.1111/j.1468-0262.2006.00655.x
Abadie, A. and Imbens, G.W. (2011) ‘Bias-corrected matching estimators for average treatment effects’, Journal of Business & Economic Statistics, 29(1), pp. 1-11. https://doi.org/10.1198/jbes.2009.07333
Agarwal, S. and Hauswald, R. (2010) 'Distance and private information in lending', Review of Financial Studies, 23(7), pp. 2757-2788. https://doi.org/10.1093/rfs/hhq001
Alessandrini, P., Presbitero, A.F. and Zazzaro, A. (2010) 'Bank size or distance: what hampers innovation adoption by SMEs?', Journal of Economic Geography, 10(6), pp. 845-881. https://doi.org/10.1093/jeg/lbp055
Alfaro, L. and Chor, D. (2023) Global supply chains: the looming "great reallocation". NBER Working Paper No. 31661. https://doi.org/10.3386/w31661
Audretsch, D.B. and Kariv, D. (2025) 'Entrepreneurship in the context of permanent crisis: the role of community support', Review of Managerial Science, 19, pp. 1-34. https://doi.org/10.1007/s11846-025-00845-6
Banca d’Italia (2025) Economic Bulletin No. 3 – 2025, July.
Banerjee, P. and Dutta, S. (2022) 'The effect of political risk on investment decisions', Economics Letters, 212, 110301. https://doi.org/10.1016/j.econlet.2022.110301
Banerjee, R.N., Gambacorta, L. and Sette, E. (2021) 'The real effects of relationship lending', Journal of Financial Intermediation, 48, 100923. https://doi.org/10.1016/j.jfi.2021.100923
Bartoli, F., Ferri, G., Murro, P. and Rotondi, Z. (2013) 'SME financing and the choice of lending technology in Italy: complementarity or substitutability?', Journal of Banking & Finance, 37(12), pp. 5476-5485. https://doi.org/10.1016/j.jbankfin.2013.08.007
Bartoli, F., Ferri, G., Murro, P. and Rotondi, Z. (2014) 'Bank support and export: evidence from small Italian firms', Small Business Economics, 42, pp. 245-264. https://doi.org/10.1007/s11187-013-9486-8
Beck, T. (2023) 'Access to finance: adaptability and resilience during a global pandemic', Accounting and Business Research, 53(5), pp. 565-579. https://doi.org/10.1080/00014788.2023.2219153
Berger, A.N. and Udell, G.F. (1995) ‘Relationship lending and lines of credit in small firm finance’, Journal of Business, 68(3), pp. 351-381. https://doi.org/10.1086/296668
Berger, A.N. and Udell, G.F. (2002), ‘Small business credit availability and relationship lending: The importance of bank organisational structure’, The Economic Journal, 112(477), F32-F53, https://doi.org/10.1111/1468-0297.00682
Berger, A.N. and Udell, G.F. (2006) ‘A more complete conceptual framework for SME finance’, Journal of Banking & Finance, 30(11), pp. 2945-2966. https://doi.org/10.1016/j.jbankfin.2006.05.008
Bernanke, B.S. (1983) 'Irreversibility, uncertainty, and cyclical investment', Quarterly Journal of Economics, 98(1), pp. 85-106. https://doi.org/10.2307/1885568
Bolton, P., Freixas, X., Gambacorta, L. and Mistrulli, P.E. (2016) 'Relationship and transaction lending in a crisis', Review of Financial Studies, 29(10), pp. 2643-2676. https://doi.org/10.1093/rfs/hhw041
Boot, A.W.A. (2000) 'Relationship banking: what do we know?', Journal of Financial Intermediation, 9(1), pp. 7-25. https://doi.org/10.1006/jfin.2000.0282
Boot, A.W.A. (2017) 'The future of banking: from scale and scope economies to Fintech', European Economy: Banks, Regulation, and the Real Sector, (2), pp. 77-95.
Boot, A.W.A. and Thakor, A.V. (2000) 'Can relationship banking survive competition?', Journal of Finance, 55(2), pp. 679-713. https://doi.org/10.1111/0022-1082.00223
Boter, H. and Lundström, A. (2005) 'SME perspectives on business support services: the role of company size, industry and location', Journal of Small Business and Enterprise Development, 12(2), pp. 244-258. https://doi.org/10.1108/14626000510594638
Brancati, E. (2015) ‘Innovation financing and the role of relationship lending for SMEs’, Small Business Economics, 44, pp. 449-473, https://doi.org/10.1007/s11187-014-9603-3
Bronzini, R. and D'Ignazio, A. (2017) 'Bank internationalization and firm exports: evidence from matched firm-bank data', Review of International Economics, 25(3), pp. 476-499. https://doi.org/10.1111/roie.12264
Caccioli, F., Barucca, P. and Kobayashi, T. (2018) 'Network models of financial systemic risk: a review', Journal of Computational Social Science, 1(1), pp. 81-114. https://doi.org/10.1007/s42001-017-0008-3
Cameron, A.C. and Trivedi, P.K. (2010) Microeconometrics using Stata. College Station, TX: Stata Press.
Cant, C. (2025) 'The mirage of polycrisis: a symptomatic reading of Tooze', Capital & Class, 49(4), pp. 551-560. https://doi.org/10.1177/03098168251342949
Carmignani, A., Manile, M., Orame, A. and Pagnini, M. (2020) ‘Online banking services and branch networks’, Banca d'Italia Occasional Papers (Questioni di Economia e Finanza) No. 543.
Cerulli, G. (2022) Econometric Evaluation of Socio-Economic Programs, Advanced Studies in Theoretical and Applied Econometrics, Springer Berlin Heidelberg, pp. 102-107, https://doi.org/10.1007/978-3-662-65945-8
Cosci, S., Meliciani, V. and Sabato, V. (2016) 'Relationship lending and innovation: empirical evidence on a sample of European firms', Economics of Innovation and New Technology, 25(4), pp. 335-357. https://doi.org/10.1080/10438599.2015.1062098
Curran, D. (2018) 'The organized irresponsibility principle and risk arbitrage', Critical Criminology, 26, pp. 595-610. https://doi.org/10.1007/s10612-018-9415-x
De Bonis, R., Ferri, G. and Rotondi, Z. (2015) 'Do firm-bank relationships affect firms' internationalization?', International Economics, 142, pp. 60-80. https://doi.org/10.1016/j.inteco.2014.11.001
Douarin, E. and Schnyder, G. (2025) 'Introduction to the symposium on crisis and persistence: dynamics of institutional changes at the interface between formal and informal institutions', Journal of Institutional Economics, 21, p. e6. https://doi.org/10.1017/S1744137424000328
Duqi, A., Tomaselli, A. and Torluccio, G. (2019) 'Is relationship lending still a mixed blessing? A review of advantages and disadvantages for lenders and borrowers', in Contemporary Topics in Finance (eds I. Claus and L. Krippner), pp. 249-296. https://doi.org/10.1002/9781119565178.ch9
Fan, T., Wo, M. and Xiang, W. (2025) 'Geopolitical barriers to globalization', arXiv preprint arXiv:2509.12084. https://doi.org/10.48550/arXiv.2509.12084
Fasano, F. and La Rocca, T. (2024), ‘Does the bank-firm human relationship still matter for SMEs? The game-changing role of digitalization’, Small Business Economics, 62(1), pp. 159-178, https://doi.org/10.1007/s11187-023-00758-2
Fehr, E. (2009) 'On the economics and biology of trust', Journal of the European Economic Association, 7(2-3), pp. 235-266. https://doi.org/10.1162/JEEA.2009.7.2-3.235
Ferri, G., Murro, P., Peruzzi, V. and Rotondi, Z. (2019) 'Bank lending technologies and credit availability in Europe: what can we learn from the crisis?', Journal of International Money and Finance, 95, pp. 128-148. https://doi.org/10.1016/j.jimonfin.2019.04.003
Gambacorta, L., Sabatini, F. and Schiaffi, S. (2025) ‘Artificial intelligence and relationship lending’, Bank of Italy Working Paper No. 1476. https://doi.org/10.2139/ssrn.5254520
Goletsis, Y., Christogeorgou, K. and Mylonidis, N. (2025) 'Exploring the effect of institutions on entrepreneurial ecosystems: A meta–analysis', Journal of Small Business Management, 63(3), pp. 936-984. https://doi.org/10.1080/00472778.2024.2363845
Guiso, L., Sapienza, P. and Zingales, L. (2004), ‘The role of social capital in financial development’, American Economic Review, 94(3), pp. 526-556, https://doi.org/10.1257/0002828041464498
Guiso, L., Sapienza, P. and Zingales, L. (2024) Embedded culture as a source of comparative advantage. NBER Working Paper No. 33268. https://doi.org/10.3386/w33268
Han, L., Benson, A., Chen, J.J. and Zhang, S. (2014) 'The use and impacts of bank support on UK SMEs', International Small Business Journal, 32(1), pp. 61-80. https://doi.org/10.1177/0266242612455008
Herrera, A.M. and Minetti, R. (2007) 'Informed finance and technological change: Evidence from credit relationships', Journal of Financial Economics, 83(1), pp. 223-269. https://doi.org/10.1016/j.jfineco.2005.12.001
Hill, T.L. and Scott, J. (2015) 'Knows me and my business: the association between preference for relational governance and owners' choice of banks', Journal of Small Business Management, 53, pp. 174-192. https://doi.org/10.1111/jsbm.12193
Horwitz, S. (2018) 'Households as crisis shock absorbers', SSRN Working Paper No. 3259507. https://doi.org/10.2139/ssrn.3259507
Horvitz, D.G. and Thompson, D.J. (1952), ‘A generalization of sampling without replacement from a finite universe’, Journal of the American Statistical Association, 47(260), pp. 663-685, https://doi.org/10.1080/01621459.1952.10483446
Jaffe, D. and Stiglitz, J.E. (1990) 'Credit rationing', in Friedman, B. and Hahn, F. (eds.) Handbook of Monetary Economics, Vol. 2. Elsevier, pp. 837-888. https://doi.org/10.1016/S1573-4498(05)80023-2
Kamara, A. and Koirala, N.P. (2023) 'Uncertainty shocks', International Journal of Financial Studies, 11(1), 21. https://doi.org/10.3390/ijfs11010021
Keil, J. and Ongena, S. (2024) 'The demise of branch banking – Technology, consolidation, bank fragility', Journal of Banking & Finance, 158, 107038. https://doi.org/10.1016/j.jbankfin.2023.107038
Klyver, K. and McMullen, J.S. (2025) 'Rethinking entrepreneurship in causally entangled crises: a poly-crisis perspective', Journal of Business Venturing, 40(1), 106459. https://doi.org/10.1016/j.jbusvent.2024.106459
Kysucky, V. and Norden, L. (2016) 'The benefits of relationship lending in a cross-country context: a meta-analysis', Management Science, 62(1), pp. 90-110. https://doi.org/10.1287/mnsc.2014.2088
Langlois, A.J. (2024) 'Ethics amid crises', Journal of Global Ethics, 20(3), pp. 317-322. https://doi.org/10.1080/17449626.2024.2419582
Lawrence, M. (2024) 'Polycrisis in the Anthropocene: an invitation to contributions and debates', Global Sustainability, 7, p. e5. https://doi.org/10.1017/sus.2024.2
Lóska, G. and Uotila, J. (2024) 'Digital transformation in corporate banking: toward a blended service model', California Management Review, 66(3), pp. 93-115. https://doi.org/10.1177/00081256231207429
Lundberg, H. (2019) 'Bank relationships' contributions to SME export performance', International Journal of Bank Marketing, 37(5), pp. 1143-1164. https://doi.org/10.1108/IJBM-05-2018-0115
Madaboyina, G. (2025) 'The rise of nationalism', World Quarterly, 1(1), pp. 32-39.
Manitiu, D.N. and Pedrini, G. (2017) 'The countercyclical role of Italian local banks during the financial crisis', Applied Economics, 49(27), pp. 2679-2696. https://doi.org/10.1080/00036846.2016.1245840
Montaño-Arango, O., Corona-Armenta, J-R., Ortega-Reyes, A-O. and Martínez-Muñoz, E. (2025), ‘Nearshoring: increase resilience and reduce dependence on distant markets’, in Sanchez-Gutiérrez, J. and Gonzalez-Alvarado, T.E. (eds.) The role of creativity and governance: building strength for challenges, RIICO: Mexico, pp. 159-178.
Mohnen, P., Palm, F.C., van der Loeff, S.S. and Tiwari, A. (2008) 'Financial constraints and other obstacles: are they a threat to innovation activity?', De Economist, 156, pp. 201-214. https://doi.org/10.1007/s10645-008-9089-y
Morin, E. and Kern, A.B. (1993) Terre-Patrie. Paris: Éditions du Seuil.
Morse, A. and Sastry, P. (2024) 'The economics of net zero banking', Annual Review of Financial Economics, 17, pp. 343-361. https://doi.org/10.1146/annurev-financial-112923-021641
Mudany, J.O., Mudany M.A., Owuori P.J. and Awuor, E. (2025) 'Thriving through turmoil: adaptive resilience in the age of permacrisis', Journal of Strategic Management, 9(2), pp. 92-133. https://doi.org/10.53819/81018102t2505
Palmieri, E. and Geretto, E.F. (2023) Adapting to change, Palgrave Macmillan. https://doi.org/10.1007/978-3-031-50265-1
Paravisini, D., Rappoport, V. and Schnabl, P. (2023) 'Specialization in bank lending: : evidence from exporting firms', Journal of Finance, 78(4), pp. 2049-2085. https://doi.org/10.1111/jofi.13254
Pescaroli, G., Nones M. Galbusera L. and Alexander, D. (2018) ‘Understanding and mitigating cascading crises in the global interconnected system’, International Journal of Disaster Risk Reduction, 30(B), pp. 159-163, https://doi.org/10.1016/j.ijdrr.2018.07.004
Petersen, M.A. and Rajan, R.G. (1994) 'The benefits of lending relationships: evidence from small business data', Journal of Finance, 49(1), pp. 3-37. https://doi.org/10.1111/j.1540-6261.1994.tb04418.x
Rajan, R.G. (1992) 'Insiders and outsiders: the choice between informed and arm's-length debt', Journal of Finance, 47(4), pp. 1367-1400. https://doi.org/10.1111/j.1540-6261.1992.tb04662.x
Rakowski, J.J., Schaan, L.N., van Klink, R., Herzon, I., Arth, A., Hagedorn, G., Rode, J., Creutzig, F. and Pe'er G., (2025) 'Characterizing the global polycrisis: a systematic review of recent literature', Annual Review of Environment and Resources, 50, pp. 159-183. https://doi.org/10.1146/annurev-environ-111523-102238
Ramirez, C.H. (2025) 'The post-war evolution of globalization and international order: from liberal to neoliberal international order', Global Society, pp. 1-29. https://doi.org/10.1080/13600826.2025.2470838
Roland, G. (2004) 'Understanding institutional change: fast-moving and slow-moving institutions', Studies in Comparative International Development, 38, pp. 109-131. https://doi.org/10.1007/BF02686330
Rosenbaum, P.R. and Rubin, D.B. (1983) 'The central role of the propensity score in observational studies for causal effects', Biometrika, 70(1), pp. 41-55. https://doi.org/10.1093/biomet/70.1.41
Rosenbaum, P.R. and Rubin, D.B. (1985) 'Constructing a control group using multivariate matched sampling methods that incorporate the propensity score', American Statistician, 39(1), pp. 33-38. https://doi.org/10.1080/00031305.1985.10479383
Russo, P.F., Nigro, V. and Pastorelli, S. (2024) 'Bank lending to small firms: metamorphosis of a financing model', International Review of Economics & Finance, 90, pp. 13-31. https://doi.org/10.1016/j.iref.2023.10.017
Sapienza, H.J., E. Autio, G. George and S.A. Zahra (2006) 'A capabilities perspective on the effects of early internationalization on firm survival and growth', Academy of Management Review, 31(4), pp. 914-933. https://doi.org/10.5465/amr.2006.22527465
Schumpeter, J.A. (1912) Theorie der wirtschaftlichen Entwicklung, Leipzig: Duncker & Humblot.
Stein, J.C. (2002) 'Information production and capital allocation: Decentralized versus Hierarchical Firms', Journal of Finance, 57(5), pp. 1891-1921. https://doi.org/10.1111/0022-1082.00483
Stiglitz, J.E. and Weiss, A. (1981) 'Credit rationing in markets with imperfect information', American Economic Review, 71(3), pp. 393-410.
Szymanski, B.K., X. Lin, A. Asztalos and Sreenivasan, S. (2015) 'Failure dynamics of the global risk network', Scientific Reports, 5, 10998. https://doi.org/10.1038/srep10998
Thakor, R.T. and Merton, R.C. (2024) 'Trust in lending', Review of Economics and Statistics, pp. 1-45. https://doi.org/10.1162/rest_a_01508
Wang, Q., Liu, M. and Xie, K. (2025), ‘Disappearing bank branches: evidence from China household finance survey’, International Review of Economics & Finance, 98, 103873, https://doi.org/10.1016/j.iref.2025.103873
Wooldridge, J.M. (2002) 'Inverse probability weighted M-estimators for sample selection, attrition, and stratification', Portuguese Economic Journal, 1, pp. 117-139. https://doi.org/10.1007/s10258-002-0008-x
Wooldridge, J.M. (2010) Econometric analysis of cross section and panel data. 2nd edn. Cambridge, MA: MIT Press.
World Economic Forum (2023) The global risks report 2023. Geneva: World Economic Forum.
Yildirim, A. (2020) 'The effect of relationship banking', Journal of Corporate Finance, 65, 101500. https://doi.org/10.1016/j.jcorpfin.2019.101500
Yoo, W., R. Mayberry, K. Singh and S. Bae (2014) 'A study of effects of multicollinearity in the multivariable analysis', International Journal of Applied Science and Technology, 4(5), pp. 9-19.