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When borrowers choose the worst credit sources; borrower cognitive ability and credit decision rationality in the context of informal credit sector in Uganda

Author

Listed:
  • Shafic Mujabi

    (Makerere University Business School)

  • Mahadih Kyambade

    (Makerere University Business School)

  • Yusuf Waiswa

    (Makerere University Business School)

  • Eldred Kyomuhanji Manyindo

    (Makerere University Business School)

  • Massy Nabasirye

    (Makerere University Business School)

Abstract

This study examines the phenomenon of borrowers selecting suboptimal credit sources, focusing on the roles of borrowers’ cognitive ability and credit decision rationality within the informal credit sector in Uganda. Using a sample of 384 credit customers, data were collected through structured questionnaires and analyzed using Smart PLS, a robust tool for structural equation modelling. The findings reveal a significant and positive relationship between numerical ability and credit decision rationality as well as between the preference for numerical information and credit decision rationality. Notably, the preference for numerical information demonstrates a greater capacity than numerical ability to influence credit decision rationality. These results highlight that borrowers with higher numerical abilities and strong preference for numerical information are more likely to make rational credit decisions. Additionally, this study identifies key factors contributing to poor credit decisions, such as information asymmetry and limited financial literacy. These insights underscore the necessity of targeted financial education programs and improved transparency within the informal credit sector to enhance borrowers' decision-making capabilities. This study contributes to the literature by integrating cognitive and behavioral aspects into Rational Choice Theory, offering a comprehensive understanding of credit behavior in developing countries. These implications suggest that policymakers and financial institutions should prioritize cognitive skill development and financial literacy initiatives to mitigate the risks associated with informal borrowing.

Suggested Citation

  • Shafic Mujabi & Mahadih Kyambade & Yusuf Waiswa & Eldred Kyomuhanji Manyindo & Massy Nabasirye, 2025. "When borrowers choose the worst credit sources; borrower cognitive ability and credit decision rationality in the context of informal credit sector in Uganda," SN Business & Economics, Springer, vol. 5(6), pages 1-23, June.
  • Handle: RePEc:spr:snbeco:v:5:y:2025:i:6:d:10.1007_s43546-025-00837-4
    DOI: 10.1007/s43546-025-00837-4
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    1. De Weerdt, Joachim & Dercon, Stefan, 2006. "Risk-sharing networks and insurance against illness," Journal of Development Economics, Elsevier, vol. 81(2), pages 337-356, December.
    2. F. Pericoli & E. Pierucci & L. Ventura, 2015. "The impact of social capital on consumption insurance and income volatility in the UK: evidence from the British Household Panel Survey," Review of Economics of the Household, Springer, vol. 13(2), pages 269-295, June.
    3. Paul Chen & Martin Richardson, 2018. "Conflicted financial advice: disclosure revisited," Applied Economics Letters, Taylor & Francis Journals, vol. 25(12), pages 826-829, July.
    4. Annamaria Lusardi & Pierre-Carl Michaud & Olivia S. Mitchell, 2017. "Optimal Financial Knowledge and Wealth Inequality," Journal of Political Economy, University of Chicago Press, vol. 125(2), pages 431-477.
    5. Robert Cull & Asli Demirgüç-Kunt & Jonathan Morduch, 2009. "Microfinance Meets the Market," Journal of Economic Perspectives, American Economic Association, vol. 23(1), pages 167-192, Winter.
    6. Asli Demirguc-Kunt & Leora Klapper, 2013. "Measuring Financial Inclusion: Explaining Variation in Use of Financial Services across and within Countries," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 44(1 (Spring), pages 279-340.
    7. Pascaline Dupas & Jonathan Robinson, 2013. "Savings Constraints and Microenterprise Development: Evidence from a Field Experiment in Kenya," American Economic Journal: Applied Economics, American Economic Association, vol. 5(1), pages 163-192, January.
    8. Brigitte C. Madrian & Dennis F. Shea, 2001. "The Power of Suggestion: Inertia in 401(k) Participation and Savings Behavior," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(4), pages 1149-1187.
    9. Berger, Marguerite, 1989. "Giving women credit: The strengths and limitations of credit as a tool for alleviating poverty," World Development, Elsevier, vol. 17(7), pages 1017-1032, July.
    10. Annamaria Lusardi & Olivia S. Mitchell, 2014. "The Economic Importance of Financial Literacy: Theory and Evidence," Journal of Economic Literature, American Economic Association, vol. 52(1), pages 5-44, March.
    11. Asli Demirguc-Kunt & Leora Klapper, 2013. "Measuring Financial Inclusion: Explaining Variation in Use of Financial Services across and within Countries," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 46(1 (Spring), pages 279-340.
    12. Straub, Stéphane, 2005. "Informal sector: The credit market channel," Journal of Development Economics, Elsevier, vol. 78(2), pages 299-321, December.
    13. Dean Karlan & Jonathan Zinman, 2009. "Observing Unobservables: Identifying Information Asymmetries With a Consumer Credit Field Experiment," Econometrica, Econometric Society, vol. 77(6), pages 1993-2008, November.
    14. Jann Goedecke & Isabelle Guérin & Bert D'Espallier & Govindan Venkatasubramanian, 2018. "Why do financial inclusion policies fail in mobilizing savings from the poor? Lessons from rural south India," Development Policy Review, Overseas Development Institute, vol. 36(S1), pages 201-219, March.
    15. Qiang Zhao & Yue Shen & Chaoqian Li & Fei Xiong, 2021. "Credit Behaviors of Rural Households in the Perspective of Complex Social Networks," Complexity, Hindawi, vol. 2021, pages 1-13, June.
    16. Lusardi, Annamaria & Mitchell, Olivia S., 2011. "Financial literacy around the world: an overview," Journal of Pension Economics and Finance, Cambridge University Press, vol. 10(4), pages 497-508, October.
    17. Erica Field & Seema Jayachandran & Rohini Pande, 2010. "Do Traditional Institutions Constrain Female Entrepreneurship? A Field Experiment on Business Training in India," American Economic Review, American Economic Association, vol. 100(2), pages 125-129, May.
    18. Munyegera, Ggombe Kasim & Matsumoto, Tomoya, 2016. "Mobile Money, Remittances, and Household Welfare: Panel Evidence from Rural Uganda," World Development, Elsevier, vol. 79(C), pages 127-137.
    19. Candauda Arachchige Saliya, 2019. "Dynamics of credit decision-making: a taxonomy and a typological matrix," Review of Behavioral Finance, Emerald Group Publishing Limited, vol. 12(4), pages 357-374, November.
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