IDEAS home Printed from https://ideas.repec.org/a/eee/jimfin/v157y2025ics0261560625000944.html

Discouraged Borrowers and Sentimental Shocks

Author

Listed:
  • Anastasiou, Dimitris
  • Pasiouras, Fotios
  • Rizos, Anastasios
  • Stratopoulou, Artemis

Abstract

We quantify, for the first time in the literature, the three channels affecting discouraged bank borrowers through pessimistic sentimental shocks. While the existence of discouraged borrowers is not a new phenomenon, our research puts forward an analytical approach that places sentiment-driven shocks at the forefront of understanding these behaviors. Using a sample of around 90,000 firm-level observations from European SMEs, we find that a higher level of pessimistic sentimental shocks from credit demand, credit supply, and, to some extent, inflation is positively related to the probability of firms being discouraged. These results are, in general, robust to endogeneity, selection bias, and alternative specifications. Our findings unveil the profound impact of sentiment-driven factors on the borrowing behavior of businesses and have practical implications for both policymakers and financial institutions.

Suggested Citation

  • Anastasiou, Dimitris & Pasiouras, Fotios & Rizos, Anastasios & Stratopoulou, Artemis, 2025. "Discouraged Borrowers and Sentimental Shocks," Journal of International Money and Finance, Elsevier, vol. 157(C).
  • Handle: RePEc:eee:jimfin:v:157:y:2025:i:c:s0261560625000944
    DOI: 10.1016/j.jimonfin.2025.103359
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0261560625000944
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jimonfin.2025.103359?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Ross Brown & José M. Liñares-Zegarra & John O.S. Wilson, 2022. "Innovation and borrower discouragement in SMEs," Small Business Economics, Springer, vol. 59(4), pages 1489-1517, December.
    2. Gabriel Jiménez & Steven Ongena & José‐Luis Peydró & Jesús Saurina, 2014. "Hazardous Times for Monetary Policy: What Do Twenty‐Three Million Bank Loans Say About the Effects of Monetary Policy on Credit Risk‐Taking?," Econometrica, Econometric Society, vol. 82(2), pages 463-505, March.
    3. Beck, Thorsten & Demirguc-Kunt, Asli, 2006. "Small and medium-size enterprises: Access to finance as a growth constraint," Journal of Banking & Finance, Elsevier, vol. 30(11), pages 2931-2943, November.
    4. Moro, Andrea & Maresch, Daniela & Fink, Matthias & Ferrando, Annalisa & Piga, Claudio, 2020. "Spillover effects of government initiatives fostering entrepreneurship on the access to bank credit for entrepreneurial firms in Europe," Journal of Corporate Finance, Elsevier, vol. 62(C).
    5. Bordo, Michael D. & Duca, John V. & Koch, Christoffer, 2016. "Economic policy uncertainty and the credit channel: Aggregate and bank level U.S. evidence over several decades," Journal of Financial Stability, Elsevier, vol. 26(C), pages 90-106.
    6. Hyman P. Minsky, 1977. "The Financial Instability Hypothesis: An Interpretation of Keynes and an Alternative to“Standard” Theory," Challenge, Taylor & Francis Journals, vol. 20(1), pages 20-27, March.
    7. Ćehajić, Aida & Košak, Marko, 2022. "Bank lending and small and medium-sized enterprises’ access to finance – Effects of macroprudential policies," Journal of International Money and Finance, Elsevier, vol. 124(C).
    8. Calmès, Christian & Théoret, Raymond, 2014. "Bank systemic risk and macroeconomic shocks: Canadian and U.S. evidence," Journal of Banking & Finance, Elsevier, vol. 40(C), pages 388-402.
    9. Giulio Bottazzi & Angelo Secchi & Federico Tamagni, 2014. "Financial constraints and firm dynamics," Small Business Economics, Springer, vol. 42(1), pages 99-116, January.
    10. Han, Liang & Fraser, Stuart & Storey, David J., 2009. "Are good or bad borrowers discouraged from applying for loans? Evidence from US small business credit markets," Journal of Banking & Finance, Elsevier, vol. 33(2), pages 415-424, February.
    11. Marc Cowling & Weixi Liu & Maria Minniti & Ning Zhang, 2016. "UK credit and discouragement during the GFC," Small Business Economics, Springer, vol. 47(4), pages 1049-1074, December.
    12. N. Berger, Allen & F. Udell, Gregory, 1998. "The economics of small business finance: The roles of private equity and debt markets in the financial growth cycle," Journal of Banking & Finance, Elsevier, vol. 22(6-8), pages 613-673, August.
    13. Nisar Ahmad & Angeliki N. Menegaki & Saeed Al‐Muharrami, 2020. "Systematic Literature Review Of Tourism Growth Nexus: An Overview Of The Literature And A Content Analysis Of 100 Most Influential Papers," Journal of Economic Surveys, Wiley Blackwell, vol. 34(5), pages 1068-1110, December.
    14. Mac an Bhaird, Ciarán & Vidal, Javier Sanchez & Lucey, Brian, 2016. "Discouraged borrowers: Evidence for Eurozone SMEs," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 44(C), pages 46-55.
    15. Mark Freel & Sara Carter & Stephen Tagg & Colin Mason, 2012. "The latent demand for bank debt: characterizing “discouraged borrowers”," Small Business Economics, Springer, vol. 38(4), pages 399-418, May.
    16. Cole, Rebel & Sokolyk, Tatyana, 2016. "Who needs credit and who gets credit? Evidence from the surveys of small business finances," Journal of Financial Stability, Elsevier, vol. 24(C), pages 40-60.
    17. Drakos, Konstantinos & Giannakopoulos, Nicholas, 2011. "On the determinants of credit rationing: Firm-level evidence from transition countries," Journal of International Money and Finance, Elsevier, vol. 30(8), pages 1773-1790.
    18. Andresa Lagerborg & Evi Pappa & Morten O Ravn, 2023. "Sentimental Business Cycles," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 90(3), pages 1358-1393.
    19. Chakravarty, Sugato & Xiang, Meifang, 2013. "The international evidence on discouraged small businesses," Journal of Empirical Finance, Elsevier, vol. 20(C), pages 63-82.
    20. Graham C. Hall & Patrick J. Hutchinson & Nicos Michaelas, 2004. "Determinants of the Capital Structures of European SMEs," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 31(5‐6), pages 711-728, June.
    21. de Bondt, Gabe & Maddaloni, Angela & Peydró, José-Luis & Scopel, Silvia, 2010. "The euro area Bank Lending Survey matters: empirical evidence for credit and output growth," Working Paper Series 1160, European Central Bank.
    22. Ramey, V.A., 2016. "Macroeconomic Shocks and Their Propagation," Handbook of Macroeconomics, in: J. B. Taylor & Harald Uhlig (ed.), Handbook of Macroeconomics, edition 1, volume 2, chapter 0, pages 71-162, Elsevier.
    23. A. Colin Cameron & Jonah B. Gelbach & Douglas L. Miller, 2008. "Bootstrap-Based Improvements for Inference with Clustered Errors," The Review of Economics and Statistics, MIT Press, vol. 90(3), pages 414-427, August.
    24. Anastasiou, Dimitris & Krokida, Styliani-Iris & Tsouknidis, Dimitris & Drakos, Konstantinos, 2023. "Can the tone of central bankers’ speeches discourage potential bank borrowers in the Eurozone?," Journal of International Money and Finance, Elsevier, vol. 139(C).
    25. Colombo, Valentina, 2013. "Economic policy uncertainty in the US: Does it matter for the Euro area?," Economics Letters, Elsevier, vol. 121(1), pages 39-42.
    26. Giulio Bottazzi & Angelo Secchi & Federico Tamagni, 2014. "Financial constraints and firm dynamics," Small Business Economics, Springer, vol. 42(1), pages 99-116, January.
    27. Anastasiou, Dimitris & Ftiti, Zied & Louhichi, Waël & Tsouknidis, Dimitris, 2023. "Household deposits and consumer sentiment expectations: Evidence from Eurozone," Journal of International Money and Finance, Elsevier, vol. 131(C).
    28. Dimitris Anastasiou & Fotios Pasiouras & Anastasios Rizos & Artemis Stratopoulou, 2024. "Do macroprudential policies make SMEs more-or-less discouraged to apply for a bank loan?," Working Papers 333, Bank of Greece.
    29. Maricica Moscalu & Claudia Girardone & Raffaella Calabrese, 2020. "SMEs’ growth under financing constraints and banking markets integration in the euro area," Journal of Small Business Management, Taylor & Francis Journals, vol. 58(4), pages 707-746, July.
    30. Malcolm Baker & Jeffrey Wurgler, 2006. "Investor Sentiment and the Cross‐Section of Stock Returns," Journal of Finance, American Finance Association, vol. 61(4), pages 1645-1680, August.
    31. Zhi Da & Joseph Engelberg & Pengjie Gao, 2015. "Editor's Choice The Sum of All FEARS Investor Sentiment and Asset Prices," The Review of Financial Studies, Society for Financial Studies, vol. 28(1), pages 1-32.
    32. Kallandranis, Christos & Anastasiou, Dimitrios & Drakos, Konstantinos, 2023. "Credit rationing prevalence for Eurozone firms," Journal of Business Research, Elsevier, vol. 158(C).
    33. Roux, Sébastien & Savignac, Frédérique, 2024. "SMEs’ financing in the aftermath of the financial and sovereign debt crises: A comparison across euro area countries," Journal of International Money and Finance, Elsevier, vol. 142(C).
    34. Kremp, Elizabeth & Sevestre, Patrick, 2013. "Did the crisis induce credit rationing for French SMEs?," Journal of Banking & Finance, Elsevier, vol. 37(10), pages 3757-3772.
    35. Paul C. Tetlock, 2007. "Giving Content to Investor Sentiment: The Role of Media in the Stock Market," Journal of Finance, American Finance Association, vol. 62(3), pages 1139-1168, June.
    36. Ivashina, Victoria & Scharfstein, David, 2010. "Bank lending during the financial crisis of 2008," Journal of Financial Economics, Elsevier, vol. 97(3), pages 319-338, September.
    37. Stiglitz, Joseph E & Weiss, Andrew, 1981. "Credit Rationing in Markets with Imperfect Information," American Economic Review, American Economic Association, vol. 71(3), pages 393-410, June.
    38. Nguyen, Canh Phuc & Le, Thai-Ha & Su, Thanh Dinh, 2020. "Economic policy uncertainty and credit growth: Evidence from a global sample," Research in International Business and Finance, Elsevier, vol. 51(C).
    39. Anastasiou, Dimitris & Kallandranis, Christos & Drakos, Konstantinos, 2022. "Borrower discouragement prevalence for Eurozone SMEs: Investigating the impact of economic sentiment," Journal of Economic Behavior & Organization, Elsevier, vol. 194(C), pages 161-171.
    40. Anoosheh Rostamkalaei & Miwako Nitani & Allan Riding, 2020. "Borrower discouragement: the role of informal turndowns," Small Business Economics, Springer, vol. 54(1), pages 173-188, January.
    41. Dimitris Anastasiou & Apostolos Katsafados, 2023. "Bank deposits and textual sentiment: When an European Central Bank president's speech is not just a speech," Manchester School, University of Manchester, vol. 91(1), pages 55-87, January.
    42. Bremus, Franziska & Neugebauer, Katja, 2018. "Reduced cross-border lending and financing costs of SMEs," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 80, pages 35-58.
    43. Valencia, Fabián, 2017. "Aggregate uncertainty and the supply of credit," Journal of Banking & Finance, Elsevier, vol. 81(C), pages 150-165.
    44. Popov, Alexander & Udell, Gregory F., 2012. "Cross-border banking, credit access, and the financial crisis," Journal of International Economics, Elsevier, vol. 87(1), pages 147-161.
    45. Malcolm Baker & Jeffrey Wurgler, 2007. "Investor Sentiment in the Stock Market," Journal of Economic Perspectives, American Economic Association, vol. 21(2), pages 129-152, Spring.
    46. Roberts, Michael R. & Whited, Toni M., 2013. "Endogeneity in Empirical Corporate Finance1," Handbook of the Economics of Finance, in: G.M. Constantinides & M. Harris & R. M. Stulz (ed.), Handbook of the Economics of Finance, volume 2, chapter 0, pages 493-572, Elsevier.
    47. Kon, Y & Storey, D J, 2003. "A Theory of Discouraged Borrowers," Small Business Economics, Springer, vol. 21(1), pages 37-49, August.
    48. Drakos, Konstantinos & Giannakopoulos, Nicholas, 2018. "Self and bank credit rationing: a trivariate probit with double selection," Research in International Business and Finance, Elsevier, vol. 44(C), pages 124-134.
    49. Galariotis, Emilios C. & Makrichoriti, Panagiota & Spyrou, Spyros, 2016. "Sovereign CDS spread determinants and spill-over effects during financial crisis: A panel VAR approach," Journal of Financial Stability, Elsevier, vol. 26(C), pages 62-77.
    50. D'Aurizio, Leandro & Oliviero, Tommaso & Romano, Livio, 2015. "Family firms, soft information and bank lending in a financial crisis," Journal of Corporate Finance, Elsevier, vol. 33(C), pages 279-292.
    51. Osei-Tutu, Francis & Weill, Laurent, 2023. "Individualism reduces borrower discouragement," Journal of Economic Behavior & Organization, Elsevier, vol. 211(C), pages 370-385.
    52. Baum, Christopher F. & Caglayan, Mustafa & Ozkan, Neslihan, 2009. "The second moments matter: The impact of macroeconomic uncertainty on the allocation of loanable funds," Economics Letters, Elsevier, vol. 102(2), pages 87-89, February.
    53. Ferrando, Annalisa & Mulier, Klaas, 2022. "The real effects of credit constraints: Evidence from discouraged borrowers," Journal of Corporate Finance, Elsevier, vol. 73(C).
    54. Delis, Manthos D. & Kouretas, Georgios P. & Tsoumas, Chris, 2014. "Anxious periods and bank lending," Journal of Banking & Finance, Elsevier, vol. 38(C), pages 1-13.
    55. Allen N. Berger & Felix Irresberger & Raluca A. Roman, 2020. "Bank Size and Household Financial Sentiment: Surprising Evidence from University of Michigan Surveys of Consumers," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 52(S1), pages 149-191, October.
    56. Felix Irresberger & Fee Elisabeth König & Gregor N. F. Weiß, 2017. "Crisis Sentiment in the U.S. Insurance Sector," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 84(4), pages 1295-1330, December.
    57. Dimitris Anastasiou & Panayotis Kapopoulos & Kalliopi-Maria Zekente, 2023. "Sentimental Shocks and House Prices," The Journal of Real Estate Finance and Economics, Springer, vol. 67(4), pages 627-655, November.
    58. Allen N. Berger & Gregory F. Udell, 2002. "Small Business Credit Availability and Relationship Lending: The Importance of Bank Organisational Structure," Economic Journal, Royal Economic Society, vol. 112(477), pages 32-53, February.
    59. Daniel Cooper, 2013. "House Price Fluctuations: The Role of Housing Wealth as Borrowing Collateral," The Review of Economics and Statistics, MIT Press, vol. 95(4), pages 1183-1197, October.
    60. Sarah Holton & Martina Lawless & Fergal McCann, 2014. "Firm credit in the euro area: a tale of three crises," Applied Economics, Taylor & Francis Journals, vol. 46(2), pages 190-211, January.
    61. Bertrand, Jérémie & Mazza, Paolo, 2022. "Borrowers’ discouragement and creditor information," International Review of Law and Economics, Elsevier, vol. 72(C).
    62. Caglayan, Mustafa & Xu, Bing, 2016. "Sentiment volatility and bank lending behavior," International Review of Financial Analysis, Elsevier, vol. 45(C), pages 107-120.
    63. David C. Ling & Joseph T.L. Ooi & Thao T.T. Le, 2015. "Explaining House Price Dynamics: Isolating the Role of Nonfundamentals," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 47(S1), pages 87-125, March.
    64. Jérémie Bertrand & Paolo Mazza, 2022. "Borrowers’ discouragement and creditor information," Post-Print hal-03976685, HAL.
    65. Shahzad, Syed Jawad Hussain & Shahbaz, Muhammad & Ferrer, Román & Kumar, Ronald Ravinesh, 2017. "Tourism-led growth hypothesis in the top ten tourist destinations: New evidence using the quantile-on-quantile approach," Tourism Management, Elsevier, vol. 60(C), pages 223-232.
    66. Tiziano Ropele & Yuriy Gorodnichenko & Olivier Coibion, 2022. "Inflation Expectations and Corporate Borrowing Decisions: New Causal Evidence," NBER Working Papers 30537, National Bureau of Economic Research, Inc.
    67. Ramzy Al-Amine & Tim Willems, 2023. "Investor Sentiment, Sovereign Debt Mispricing, and Economic Outcomes," The Economic Journal, Royal Economic Society, vol. 133(650), pages 613-636.
    68. Anastasiou, Dimitrios & Drakos, Konstantinos, 2021. "European depositors’ behavior and crisis sentiment," Journal of Economic Behavior & Organization, Elsevier, vol. 184(C), pages 117-136.
    69. Olivier Coibion & Yuriy Gorodnichenko & Tiziano Ropele, 2020. "Inflation Expectations and Firm Decisions: New Causal Evidence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(1), pages 165-219.
    70. Laeven, Luc & Levine, Ross & Michalopoulos, Stelios, 2015. "Financial innovation and endogenous growth," Journal of Financial Intermediation, Elsevier, vol. 24(1), pages 1-24.
    71. Makridis, Christos A., 2022. "The social transmission of economic sentiment on consumption," European Economic Review, Elsevier, vol. 148(C).
    72. Nicholas Bloom, 2009. "The Impact of Uncertainty Shocks," Econometrica, Econometric Society, vol. 77(3), pages 623-685, May.
    73. Huynh, Toan Luu Duc & Foglia, Matteo & Nasir, Muhammad Ali & Angelini, Eliana, 2021. "Feverish sentiment and global equity markets during the COVID-19 pandemic," Journal of Economic Behavior & Organization, Elsevier, vol. 188(C), pages 1088-1108.
    74. Irresberger, Felix & Mühlnickel, Janina & Weiß, Gregor N.F., 2015. "Explaining bank stock performance with crisis sentiment," Journal of Banking & Finance, Elsevier, vol. 59(C), pages 311-329.
    75. Graham C. Hall & Patrick J. Hutchinson & Nicos Michaelas, 2004. "Determinants of the Capital Structures of European SMEs," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 31(5-6), pages 711-728.
    76. Anastasiou, Dimitris & Ftiti, Zied & Louhichi, Waël & Rizos, Anastasios & Stratopoulou, Artemis, 2025. "The influence of oil investors' sentiment on inflation dynamics and uncertainty," Energy Economics, Elsevier, vol. 142(C).
    77. Jess Benhabib & Mark M Spiegel, 2019. "Sentiments and Economic Activity: Evidence from US States," The Economic Journal, Royal Economic Society, vol. 129(618), pages 715-733.
    78. Rajan, Raghuram G, 1992. "Insiders and Outsiders: The Choice between Informed and Arm's-Length Debt," Journal of Finance, American Finance Association, vol. 47(4), pages 1367-1400, September.
    79. Timo Baas & Mechthild Schrooten, 2006. "‘Relationship Banking and SMEs: A Theoretical Analysis’," Small Business Economics, Springer, vol. 27(2), pages 127-137, October.
    80. Michael Lemmon & Evgenia Portniaguina, 2006. "Consumer Confidence and Asset Prices: Some Empirical Evidence," The Review of Financial Studies, Society for Financial Studies, vol. 19(4), pages 1499-1529.
    81. By Mohsin S. Khan & Abdelhak S. Senhadji, 2001. "Threshold Effects in the Relationship Between Inflation and Growth," IMF Staff Papers, Palgrave Macmillan, vol. 48(1), pages 1-1.
    82. Fabio Milani, 2011. "Expectation Shocks and Learning as Drivers of the Business Cycle," Economic Journal, Royal Economic Society, vol. 121(552), pages 379-401, May.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Dimitris Anastasiou & Fotios Pasiouras & Anastasios Rizos & Artemis Stratopoulou, 2025. "Macroprudential policies and discouraged borrowers: evidence from European SMEs," Small Business Economics, Springer, vol. 65(4), pages 2567-2603, December.
    2. Anastasiou, Dimitris & Krokida, Styliani-Iris & Tsouknidis, Dimitris & Drakos, Konstantinos, 2023. "Can the tone of central bankers’ speeches discourage potential bank borrowers in the Eurozone?," Journal of International Money and Finance, Elsevier, vol. 139(C).
    3. Namara, Andrea Mc & Murro, Pierluigi & O’Donohoe, Sheila, 2025. "Discouraged borrowers and the importance of countries’ lending infrastructure for SMEs," International Review of Economics & Finance, Elsevier, vol. 98(C).
    4. Kallandranis, Christos & Anastasiou, Dimitrios & Drakos, Konstantinos, 2023. "Credit rationing prevalence for Eurozone firms," Journal of Business Research, Elsevier, vol. 158(C).
    5. Akbas, Ozan E. & Betz, Frank & Gattini, Luca, 2026. "Quantifying credit gaps using survey data on discouraged borrowers," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 107(C).
    6. Reto Wernli & Andreas Dietrich, 2022. "Only the brave: improving self-rationing efficiency among discouraged Swiss SMEs," Small Business Economics, Springer, vol. 59(3), pages 977-1003, October.
    7. Anastasiou, Dimitris & Kallandranis, Christos & Drakos, Konstantinos, 2022. "Borrower discouragement prevalence for Eurozone SMEs: Investigating the impact of economic sentiment," Journal of Economic Behavior & Organization, Elsevier, vol. 194(C), pages 161-171.
    8. Osei-Tutu, Francis & Taylor, Daniel & Cudjoe, Eunice Yaa & Opoku, Gyedu Justice, 2026. "License to Give Up? informal competition and registered SMEs’ discouragement," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 107(C).
    9. Gric, Zuzana & Ehrenbergerova, Dominika & Hodula, Martin, 2022. "The power of sentiment: Irrational beliefs of households and consumer loan dynamics," Journal of Financial Stability, Elsevier, vol. 59(C).
    10. Bertrand, Jérémie & Delanghe, Marieke & Klein, Paul-Olivier, 2023. "Does relationship lending help firms to ask for credit? European cross-country evidence," Economic Modelling, Elsevier, vol. 124(C).
    11. Hang Thu Nguyen & Hiep Manh Nguyen & Michael Troege & Anh T. H. Nguyen, 2021. "Debt aversion, education, and credit self-rationing in SMEs," Small Business Economics, Springer, vol. 57(3), pages 1125-1143, October.
    12. Jérémie Bertrand & Marieke Delanghe & Paul-Olivier Klein, 2023. "Does relationship lending help firms to ask for credit? European cross-country evidence," Post-Print hal-04381570, HAL.
    13. Bertrand, Jérémie & Klein, Paul-Olivier & Pasiouras, Fotios, 2024. "National culture of secrecy and firms’ access to credit," Journal of Banking & Finance, Elsevier, vol. 168(C).
    14. Osei-Tutu, Francis & Weill, Laurent, 2023. "Individualism reduces borrower discouragement," Journal of Economic Behavior & Organization, Elsevier, vol. 211(C), pages 370-385.
    15. Song Zhang & Liang Han & Konstantinos Kallias & Antonios Kallias, 2021. "The value of in-person banking: evidence from U.S. small businesses," Review of Quantitative Finance and Accounting, Springer, vol. 57(4), pages 1393-1435, November.
    16. Riccardo Calcagno & Paolo Finaldi Russo & Ludovica Galotto & Anita Quas, 2024. "Financial literacy of micro-entrepreneurs and access to credit," Questioni di Economia e Finanza (Occasional Papers) 853, Bank of Italy, Economic Research and International Relations Area.
    17. Marc Cowling & Weixi Liu & Raffaella Calabrese, 2022. "Has previous loan rejection scarred firms from applying for loans during Covid-19?," Small Business Economics, Springer, vol. 59(4), pages 1327-1350, December.
    18. Agoraki, Maria-Eleni K. & Aslanidis, Nektarios & Kouretas, Georgios P., 2022. "U.S. banks’ lending, financial stability, and text-based sentiment analysis," Journal of Economic Behavior & Organization, Elsevier, vol. 197(C), pages 73-90.
    19. Harrison, Richard & Li, Youwei & Vigne, Samuel A. & Wu, Yuliang, 2022. "Why do small businesses have difficulty in accessing bank financing?," International Review of Financial Analysis, Elsevier, vol. 84(C).
    20. Ross Brown & José M. Liñares-Zegarra & John O.S. Wilson, 2022. "Innovation and borrower discouragement in SMEs," Small Business Economics, Springer, vol. 59(4), pages 1489-1517, December.

    More about this item

    Keywords

    ;
    ;
    ;
    ;

    JEL classification:

    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • D81 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Criteria for Decision-Making under Risk and Uncertainty
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:jimfin:v:157:y:2025:i:c:s0261560625000944. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/30443 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.