The Qualitative Determinants of Financial Failure in SMEs in Morocco. Case of SMEs in Casablanca-Settat Region
Abstract
In the context of this scientific study, our objective was to contribute to the understanding of the financial failure of SMEs in Morocco to their bank creditors, with a particular focus on the Casablanca-Settat region. Our research focuses on the primary objective of the empirical identification of qualitative factors that impact this phenomenon, greatly threatening a particularly significant number of SMEs. To achieve this objective, a target population consisting of 158 SMEs from the Casablanca-Settat region was selected. Contingency and binary logistic regression analyzes revealed that specific characteristics of SMEs, such as the nature of their activity, competition from the informal sector and their size, as well as the characteristics of the SME leader, such as their previous professional experiences and their skills in management or financial management, play an important role in explaining the financial failure situation of SMEs in this region. The conclusions of this study could be of paramount importance for banking institutions, taking into account the explanatory variables of default when evaluating credit applications, or ensuring careful monitoring of the situation of already affiliated SMEs. The conclusions of our study could also be beneficial for SME leaders in Morocco, as they would allow them to anticipate upcoming financial difficulties and implement corrective actions to avoid a financial distress.
References
[2] Adams J, Hagras H (2020) A type-2 fuzzy logic approach to explainable AI for regulatory compliance, fair customer outcomes and market stability in the global financial sector. In: 2020 IEEE international conference on fuzzy systems (FUZZ-IEEE), pp 1–8. DOI: https://doi.org/10.1109/FUZZ48607.2020.9177542
[3] Agyapong, D., & Attram, A. B. (2019). Effect of owner-manager’s financial literacy on the performance of SMEs in the Cape Coast Metropolis in Ghana. Journal of Global Entrepreneurship Research, 9(1), 1–13. Springer; UNESCO Chair in Entrepreneurship.
[4] Ali, N. and Najman, B. (2016). Informal competition, firm productivity and policy reforms in Egypt. The Informal Economy (New York: Routledge), pp 229–53.
[5] Altman, E.I. (1984). The Success of Business Failure Prediction Models: An International Survey. Journal of Banking and Finance, 8: 171-198. DOI: https://doi.org/10.1016/0378-4266(84)90003-7
[6] Altman, E.I. et Sabato, G. (2007). Modelling credit risk for SMEs: evidence from the US market. Abacus, 43(3): 332-357. DOI: https://doi.org/10.1111/j.1467-6281.2007.00234.x
[7] Alvi, J., Arif, I. and Nizam, K (2024). Advancing financial resilience: A systematic review of default prediction models and future directions in credit risk management. Heliyon journal, 10(2)1. DOI:https://doi.org/10.1016/j.heliyon.2024.e39770
[8] Arowolo, A. A. M. (2025). Factors contributing to business failure in the construction industry. International Journal of Innovative Science and Research Technology, 10(3): 2106–2116. DOI:https://doi.org/10.38124/ijisrt/25mar070
[9] Baldwin, C. Y, and Scott, P. M, (1983). The resolution of claims in financial distress: the case of Massey Ferguson. Journal of Finance, 38: 505-516.
[10] Baldwin, J. R. (1997). Statistique Canada, and Division de l’analyse micro-économique. Les faillites d’entreprise au Canada. Ottawa: Statistique Canada,
[11] Baldwin, J., et al. (1997). Failing Concerns: Business Bankruptcy in Canada. Ottawa. Analytical Studies Branch, Statistics Canada, Ottawa
[12] Barron, D.N., West, E., and Hannan, M.T. (1994). A Time to Grow and a Time to Die: Growth and Mortality of Credit Unions in New York City, 1914-1990. American Journal of Sociology, 100(2): 381-421. DOI:https://doi.org/10.1086/230541
[13] Beaver, W. H. (1966). Financial ratios as predictors of failure. Empirical research on accounting, selected studies. Journal of Accounting research, 4: 71–111. DOI: https://doi.org/10.2307/2490171
[14] Benbachir, S. and Habachi, M. (2018). Assessing the Impact of Modelling on the Expected Credit Loss (ECL) of a Portfolio of Small and Medium-sized Enterprises. Universal Journal of Management, 6(10): 409 - 431. DOI: https://10.13189/ujm.2018.061005
[15] Benjabeur, S. (2017). Bankruptcy prediction using Partial Least Squares Logistic Regression. Journal of Retailing and Consumer Services, 36(February), 197–202. DOI: https://10.1016/j.jretconser.2017.02.005
[16] Bensalah, F., and Tinaztepe, C. (2021). The Impact of the Entrepreneurial Behavior, the Governmental and Financial Supports on the Performance of Moroccan SMEs. International Journal of Recent Research in Commerce Economics and Management (IJRRCEM), 8(1): 53-59.
[17] Bienayme. (2011). La défaillance des entreprises: Étude sur données françaises entre 2000 et 2010. Observatoire des PME.
[18] Binwa, B., et al. (2025). Agilité organisationnelle et Pérennité des PME en R.D. Congo. Revue Internationale des Sciences de Gestion, 8(1): 524–547.
[19] Blazy, R, and Charlety, P and Combier, J. (1993). Les défaillances d'entreprises: des difficultés visibles plusieurs années à l'avance. Economie et statistique, n° 268-269: 101-111. DOI:https://10.3406/estat.1993.5813
[20] Boubakary, B., & Moskolaï, D. D. (2021). Organizational Capacity and Performance of SMEs: An Explanation in the Cameroonian Context. Journal of Social Science and Organization Management, 2(1): 20–39.
[21] Burns J. and Stalker G.M., (1961). The management of innovation. London, Tavistock Publications. DOI:https://doi.org/10.2307/2230196
[22] Carroll, G.R. (1983). A stochastical model of organizational mortality: Review and reanalysis. Social Science Research, 12: 303-329. DOI: https://doi.org/10.1016/0049-089X(83)90022-4
[23] Casta, J.F. and Zerbib, J.P. (1979). Prévoir les défaillances des entreprises. Revue française de comptabilité, 97: 506-526.
[24] Cooper, A. C., Gimeno-Gascon, F. J, and Woo, C.Y. (1994). Initial Human and Financial as Predictors of New Venture Performance. Journal of Business Venturing, 9: 371-395. DOI: https://doi.org/10.1016/0883-9026(94)90013-2
[25] Coudounaris, D. N. (2021). The internationalisation process of UK SMEs: exporting and non-exporting behaviours based on a four forces behavioural model. Review of International Business and Strategy, 31(2): 217-256. DOI: https://doi.org/10.1108/RIBS-06-2019-0075
[26] Crutzen, N. and Van Caillie, D. (2009). Vers une taxonomie des profils d’entrée dans un processus de défaillance: un focus sur les micros et petites entreprises en difficulté. Revue international PME, 22(1): 103-128. DOI: https://10.7202/038611ar
[27] Dansu, F., Olubusade, T. J., and Shomuyiwa, A. (2025). Risk-Taking and Survival of Small and Medium Scale Enterprises (SMEs) in Lagos State, Nigeria. LASU Postgraduate School Journal (LPSJ), 1(2): 1–15. DOI: https://doi.org/10.5281/zenodo.14776144
[28] Derkaoui R. and El Bouffi el Boughli C. and Rabhi D. (2021). L’entrepreneuriat social comme passerelle pour la lutte contre l’informalité. Alternatives Managériales Economiques, 3(3). DOI:https://doi.org/10.48374/imist.prsm/ame-v3i3.27435
[29] Dioko, L. and Guo, J. (2024). Signs of imminent collapse: Can hotel bankruptcy or failure be predicted from guest reviews? International Journal of Hospitality Management, 119. DOI:https://:10.1016/j.ijhm.2024.103711
[30] Duffie, D., and Saita, L. and Wang, Ke. (2007). Multi-period corporate default prediction with stochastic covariates. Journal of Financial Economics, 83: 635–665.
[31] El haddad, S. and El Habachi, M. (2020). La modélisation de la probabilité de défaut par la régression logistique et son impact sur les résultats bancaires. Revue Internationale des Sciences de Gestion, 3, 1.
[32] El Manzani, N., and Asli, A., and El Manzani, Y. (2018). Les facteurs de l’échec entrepreneurial des PME marocaines: une étude exploratoire. Marché et organisations, 33(3): 105-144. DOI:https://:10.3917/maorg.033.0105
[33] Elliott, K., Price, R. and Shaw, P. (2021). Towards an equitable digital society: artificial intelligence (AI) and corporate digital responsibility (CDR). Society, 58:179–188. DOI: 10.1007/s12115-021-00594-8
[34] Fletcher D. and Goss, E. (1993).Forecasting with Neural Networks: An Application Using Bankruptcy Data. Inform Manage, 24(3): 159-167. DOI: https://doi.org/10.1016/0378-7206(93)90064-Z
[35] Freeman, J., and Carroll, G. R., and Hannan, M. T. (1983). The Liability of Newness: Age Dependence in Organizational Death Rate. American Sociological Review, 48(5): 692. DOI: https://doi.org/10.2307/2094928
[36] García-Pérez-de-Lema, D., Ruiz-Palomo, D., and Diéguez-Soto, J. (2021). Analysing the roles of CEO's financial literacy and financial constraints on Spanish SMEs technological innovation. Technology in Society, 64. DOI: https://doi.org/10.1016/j.techsoc.2020.101519
[37] Glennon, D. and Nigro, P. (2005). Measuring the Default Risk of Small Business Loans: A Survival Analysis Approach. Journal of Money, Credit and Banking, 37(5): 923-947.
[38] González, A. S., and Lamanna, F. (2007). Who fears competition from informal firms? Evidence from Latin America. The World Bank Financial and Private Sector Development Enterprise Analysis Unit.
[39] Gresse, C. (2003). The companies in difficulty. Paris: Economica Publishing.
[40] Guilhot, B, (2000). Business failures: seventy years of theoretical and empirical analysis. Revue Française de Gestion, 130: 52-67.
[41] Gumel, B. I., and Bin Bardai, B. (2023). A Review of Critical Success Factors Influencing the Success of SMEs. SEISENSE Business Review, 3(1): 37-61. DOI: https://doi.org/10.33215/sbr.v3i1.906
[42] Hair, J.F., Black, W.C., Babin, B. J. and Rolph, E.A. (2006). Multivariate data analysis, seventh edition
[43] Hall, G. (1992). Reasons for insolvency amongst small firms - A review and fresh evidence. Small Business Economics, 4(3): 237-250.
[44] Hosmer Jr., D.W., Lemeshow, S. and Sturdivant, R.X. (2013). Applied Logistic Regression. 3rd Edition, John Wiley and Sons, Hoboken, NJ. DOI: https://10.1002/9781118548387
[45] Hsu, M.-W., Dacre, N., and Senyo, P. K. (2023). Trust in AI systems for project and risk management: Evaluating the role of transparency, reputation, technical competence, and reliability. Operational Research Society, Bath, United Kingdom.
[46] Idrissi, k. and Moutahaddib, A. (2020). Prédiction de la défaillance financière des PME marocaines: une étude comparative. African Management Review, 2 (5).
[47] Indjendje Ndala, P. D., and Peter, S. G. J. (2025). Influence des facteurs de contingence internes et externes sur la résilience organisationnelle des très petites entreprises (TPE). International Journal of Strategic Management and Economic Studies (IJSMES). Zenodo. DOI: https://doi.org/10.5281/zenodo.14731487
[48] Jayasekara, B. E. A., Fernando, P. N. D., and Ranjani, R. P. C. (2020). A systematic literature review on business failure of small and medium enterprises (SME). Journal of Management, 15(1): 1–13. DOI:https://doi.org/10.4038/jm.v15i1.7592
[49] Jiménez, A., Palmero-Cámara, C., González-Santos, M. J., González-Bernal, J., and Jiménez-Eguizábal, J. A. (2015). The impact of educational levels on formal and informal entrepreneurship. BRQ Business Research Quarterly, 18(3): 204-212. DOI: https://doi.org/10.10 16/j.brq.2015.02.002
[50] Keasey, K. and Watson, R. (1987). Non-financial symptoms and the prediction of small company failure: a test of argenti's hypotheses. Journal of business finance and accounting. DOI: https://doi.org/10.1111/j.1468-5957.1987.tb00099.x
[51] Keasey, K. and Watson, R. (1991). The State of the Art of Small Firm Failure, Prediction: Achievements and Prognosis. International Small Business Journal, 9(4): 11-29. DOI:https://doi.org/10.1177/026624269100900401
[52] Kerrouch, H. (2023). Impact de la fiscalité et de la concurrence informelle sur la productivité des entreprises formelles: cas du Maroc. Revue Française d’Economie et de Gestion, 4(8): 312 – 331.
[53] Khan, M. R., and Rocha, J. R. (1982). Recurring managerial problems in small businesses. American Journal of Small Business, 7(1): 50-58. DOI: https://DOI:10.1177/104225878200700111
[54] Kherrazi, S., and Ahsina, K., (2016). Défaillance et politique d’entreprises: modélisation financière déployée sous un modèle logistique appliqué aux PME marocaines. La Revue Gestion et Organisation, 8(1): 53-64. DOI: https://doi.org/10.1016/j.rgo.2016.03.006
[55] Koporcic, N., Sjödin, D., Kohtamäki, M., and Parida, V. (2025). Embracing the “fail fast and learn fast” mindset: Conceptualizing learning from failure in knowledge-intensive SMEs. Small Business Economics, 64(1): 181–202.
[56] Kumar, P., and Vadlamani, R. (2007). Bankruptcy prediction in banks and firms via statistical and intelligent techniques - A review. European journal of operational research, 180(01): 1-28. DOI:https://doi.org/10.1016/j.ejor.2006.08.043
[57] Lennox, C. (1999). Identifying failing companies: a re-evaluation of the logit, probit and DA approaches. Journal of economics and Business, 51(4): 347-364. DOI: https://doi.org/10.1016/S0148-6195(99)00009-0
[58] Leo, M., Sharma, M. and Maddulety, K. (2019) .Machine Learning in Banking Risk Management: A Literature Review. Risks journal, 7(1), 29. DOI: https://doi.org/10.3390/risks7010029
[59] Levratto, N. (2012). Firm insolvency. Dans E.G. Carayannis (dir.), Encyclopedia of creativity, invention, innovation and entrepreneurship (p. 738-744). Berlin, Springer. DOI: https://doi.org/10.7202/1054417
[60] Lussier, R. N. (1995). A Nonfinancial Business Success versus Failure Prediction Model for Young Firms. Journal of Small Business Management, 33(1).
[61] Ma’aji, M. M., Shrubsall, R., and Anderson, E. O. (2023). Determinants of SME success or failure in frontier markets. International Journal of Banking and Finance, 18(1): 1-30. DOI:https://doi.org/10.32890/ijbf2023.18.1.1
[62] Mabrouk, N., Ibrahim, S., and Eddaly, M. (2021). Success factors of lean six sigma implementation in manufacturing. Uncertain Supply Chain Management, 9(1): 205-216. DOI: 10.5267/j.uscm.2020.7.008
[63] Majune Mukeshimana, D. and Kalume Bashara, D. (2025). Facteurs de contingence et pratique comptable des PME de la ville de Goma. Revue Française d’Economie et de Gestion, 6(1) (janv. 2025).
[64] Malécot, J.F. (1991). Analyse théorique des défaillances, d’entreprises: une revue de la littérature. Revue d’Economie Financière, 19: 205-227. DOI: https://DOI:10.3406/ecofi.1991.1746
[65] Mayr, S., Mitter, C., Kücher, A., and Duller, C. (2020). Entrepreneur characteristics and differences in reasons for business failure: evidence from bankrupt Austrian SMEs. Journal of Small Business and Entrepreneurship, 33(5): 539–558. DOI: https://doi.org/10.1080/08276331.2020.1786647
[66] Mitchell, W. (1994). The Dynamics of Evolving Markets: The Effects of Business Sales and Age on Dissolutions and Divestitures. Administrative Science Quarterly, 39(4): 575.
[67] Moulton, W. N., and Thomas, H., and Pruett, M. (1996). Business Failure Pathways: Environmental, Stress and Organizational Response. Journal of Management, 22(4): 571–595. DOI: https://doi.org/10.1016/S0149-2063(96)90025-2
[68] Mrani. S and Loulid. A (2023). La défaillance des entreprises: Une revue de littérature. African Scientific Journal, 03(19): 940 – 976. DOI: https://doi.org/10.5281/zenodo.8369814
[69] Munawaroh, M., Indarti, N., Ciptono, W. S., and Nastiti, T. (2023). Learning from entrepreneurial failure: examining attribution and contextual factors of small-and medium-sized enterprises in Indonesia. Journal of Small Business and Enterprise Development. DOI: https://doi.org/10.1108/jsbed-06-2022-0269
[70] Nkwinika, S. E. R., and Obokoh, L. O. (2025). Does Book-Keeping Contribute Toward High Failure Rate of Business During First Year of Operation? A Case of South Africa. TWIST, 20(1): 40–46.
[71] Nokairi, W. (2017). la défaillance des PME marocaines: analyse des indicateurs de fragilité. 4ème congrès transatlantique de comptabilité, audit, contrôle de gestion et gestion des coûts / ISEOR.
[72] Ooghe, H., and Van Wymmersch, C. (1996). Traité d’analyse financière. Presses Universitaires, de Namur.
[73] Ooghe, H., and Waeyaert, N. (2004). Causes of company failure and failure paths: The rise and fall of Fardis. European Case Study, Gate 2 Growth Academic Network in Entrepreneurship, Innovation and Finance.
[74] Perry, C. and Pendelton, W. (1983). Successfull Small Business Management. Sydney, Pitman Publishing.
[75] Ross, S. A., Westerfield, R. W., Jaffe, J. and Jordan, B. (2013). Corporate Finance Tenth Edit.
[76] Rulangaranga, D. M., and Isoh, A. V. N. (2021). Entrepreneurship Competence and SME Sustainability in Kampala, Uganda. International Journal of Sustainable Entrepreneurship and Corporate Social Responsibility (IJSECSR), 6(2): 15-27. DOI: 10.4018/IJSECSR.2021070102
[77] Schmalensee, R. (1985). Do Markets Differ Much? American Economic Review, 75(3): 341-351.
[78] Schneider, F., Buehn, A. and Montenegro, C.E. (2010). Shadow Economies All over the World: New Estmates for 162 Countries from 1999 to 2007. Policy Research Working Paper 5356, The World Bank, Washington DC.
[79] Sharabany, R. (2004). Business failures and macroeconomic risk factors. Jerusalem: Bank of Israel Research Department.
[80] Sidi Mamar, L., and Sail, S. (2022). Financing of Small and Medium Enterprises (SMEs) in Algeria, case of CNEP Banque De Tizi-Ouzou. Thesis. Universite mouloud mammeri de tizi-ouzou.
[81] Sorensen, J.B. and Stuart, T.E. (2000). Aging Obsolescence and Organizational Innovation. Administrative Science Quarterly, 45: 81-113. DOI: http://dx.doi.org/10.2307/2666980
[82] St-Pierre, J. (2004). La gestion du risque. Comment améliorer le financement des PME et faciliter leur développement. Sainte-Foy, Presses de l’Université du Québec.
[83] St-Pierre, J. (2018). Gestion financière des PME: théories et pratiques (2ᵉ éd.). Presses de l’Université du Québec.
[84] Syahputra, H., Sularso, R. A., Suryaningsih, I. B., and Susanto, A. B. (2021). The effect of management capability on the performance of Batik SMEs: The role of sustainable innovation mediation and business strategy. PalArch's Journal Egypt, 18(7): 1563-1574.
[85] Tambe, P., Cappelli, P. and Yakubovich, V. (2019). Artificial Intelligence in Human Resources Management: Challenges and a Path Forward. California review management, 61(4). DOI:https://doi.org/10.1177/000812561986791
[86] Thompson C.W. (1963). An analysis of environmental and managerial factors in the success of failure of small manufacturing enterprise. Bureau of Economic Research, University of Iowa.
[87] Thornhill, S., and Amit, R. (2003). Learning about failure: Bankruptcy, firm age, and the resource-based view. Organization science, 14(5): 497-509.
[88] Ucbasaran, D., Shepherd, D.A., Lockett, A., and Lyon, S. (2013). Life after Business Failure: The Process and Consequences of Business Failure for Entrepreneurs. Journal of Management, 39(1): 163-202. DOI:https://doi.org/10.1177/0149206312457823
[89] Ucbasaran, D., Westhead, P., Wright, M., and Flores, M. (2010). The nature of entrepreneurial experience, business failure and comparative optimism. Journal of Business Venturing, 25(6): 541–555.
[90] Van Caillie, D. (2000). La détection des signaux financiers annonciateurs de faillite en contexte PME: une approche méthodologique spécifique. Actes du 5e Congrès international francophone sur la PME.
[91] Veganzones, D. and Severin, E. (2021). Corporate failure prediction models in the twenty-first century: a review. European Business Review, 33(2): 204 226. DOI: https://doi.org/10.1108/EBR-12-2018-0209
[92] Veloso, M. et al. (2021). Artificial intelligence research in finance: discussion and examples. Oxford Review of Economic Policy, 37(3): 564-584. DOI: https://10.1093/oxrep/grab019
[93] Venkataraman, S., Van de Ven, A. H., Buckeye, J. and Hudson, R. (1990). Starting up in a turbulent environment: A process model of failure among firms with high customer, dependence. Journal of Business Venturing, 5(5): 277-295. DOI: https://doi.org/10.1016/0883-9026(90)90006-F
[94] Véry, P. and Cailluet, L. (2019). Intelligence artificielle et recherche en gestion. Revue française de gestion, Lavoisier, 0(8): 119-134. DOI: https://10.3166/rfg.2020.00405
[95] Wang, W. and Guedes, M.J. (2024). Firm failure prediction for small and medium‑sized enterprises and new ventures. Review of Managerial Science. DOI: https://doi.org/10.1007/s11846-024-00742-4
[96] Welsh John, A, and White Jerry, F. (1981). A Small Business is not a Little Big Business. Harvard Business Review, 59(4): 18. DOI: https://doi.org/10.1177/026624268200100115
[97] Wiedeler, C., and Kammerlander, N. (2021). Learning the ropes of entrepreneurship: understanding internal corporate venturing for family firms from an entrepreneurial learning perspective. Rev Manag Sci, 15: 669–703. DOI: 10.1007/s11846-019-00354-3
[98] Wruck, K. H. (1990). Financial distress, reorganization, and organizational efficiency. Journal of Financial Economies, (27): 419–444. DOI: https://doi.org/10.1016/0304-405X(90)90063-6
[99] Zhang, T.C. and Chung, D.Y. and Oldenburg, R. (1999). A simple statistical parameter for use in evaluation and validation of high throughput screening assays. J. Biomol. 67–73. DOI:https://doi.org/10.1177/108705719900400206
[100] Zizi, Y., Jamali-Alaoui, A., El Goumi, B., Oudgou, M., and El Moudden, A. (2021). An optimal model of financial distress prediction: A comparative study between neural networks and logistic regression. Risks, 9(11): 200. DOI: https://doi.org/10.3390/risks9110200
[101] Zizi, Y.and Oudgou M, and El Moudden, A. (2020). Determinants and Predictors of SMEs’ Financial Failure: A Logistic Regression Approach. Risks, MDPI, 8(4): 1-21. DOI: https://doi.org/10.3390/risks8040107
[102] Zopounidis, C. (1985). Evaluation multicritère du risque de faillite d’entreprise. Méthodologie et application, Cahiers du LAMSADE, 66: 1-36.
[103] Bank Al-Maghrib (2023). Rapport annuel sur la supervision bancaire.
[104] Haut-Commissariat au Plan (2019). Rapport Enquête nationale des entreprises.
[105] Haut-Commissariat au Plan (2023). La prédominance de l'informel est symptomatique d'une économie qui peine à se transformer. Revue de presse. N°906.
[106] Ministère de l’économie et des finances (2023). Rapport annuel, observatoire des délais de paiement.
[107] Moroccan Observatory of SMEs (2021). Annual report.
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