IDEAS home Printed from https://ideas.repec.org/a/bcp/journl/v7y2023i6p668-686.html
   My bibliography  Save this article

Influence of Non-Accounting Information on Credit Decisions of Microfinance Banks in Kenya

Author

Listed:
  • Susan Mumbi Mungai

    (School of Business, KCA University, Nairobi Kenya)

  • Dr. Peter Njuguna

    (School of Business, KCA University, Nairobi Kenya)

Abstract

Supporting the operation and administration of microfinance banks over a lengthy of time is becoming a rather difficult and challenging concern for microfinance banks in developing countries. Among other issues, their customers’ non-performing loans greatly affect the microfinance banks profitability, leading to failure to sustain themselves over a reasonable length of time. This calls for proper credit management by the microfinance banks, thus need to manage and formulate policies related to credit risk management. One method is to put in place suitable credit approval methods aimed at reducing loan default rates. This study assessed the influence of non-accounting information that is utilized by microfinance banks in making lending decisions. The research was underpinned by four theories namely; equilibrium theory of credit rating, agency theory, theory of planned behaviour and decision-making theory respectively. The study adopted a quantitative methodology in which case data was gathered using structured questionnaires. In this study the main data collection instrument used was questionnaires which were carefully designed, tested and evaluated to assure validity of the research instrument. The correlation analysis showed that credit history, credit utilization and financial literacy significantly and positively influence credit decision in microfinance banks in Kenya. These findings were confirmed by the regression analysis where credit history, credit utilization and financial literacy each registered a positive and significant beta coefficient. The study made the conclusion that financial literacy, credit utilization and credit history were very instrumental in credit decision making among the microfinance banks in Kenya. It is therefore recommended that microfinance banks keep information about both current and potential borrowers which may be useful on decisions concerning credit to customers. On further studies, this study recommends that similar research be done using other variables to establish which other factors have impact on the credit decisions among microfinance banks in Kenya.

Suggested Citation

  • Susan Mumbi Mungai & Dr. Peter Njuguna, 2023. "Influence of Non-Accounting Information on Credit Decisions of Microfinance Banks in Kenya," International Journal of Research and Innovation in Social Science, International Journal of Research and Innovation in Social Science (IJRISS), vol. 7(6), pages 668-686, June.
  • Handle: RePEc:bcp:journl:v:7:y:2023:i:6:p:668-686
    as

    Download full text from publisher

    File URL: https://www.rsisinternational.org/journals/ijriss/Digital-Library/volume-7-issue-6/668-686.pdf
    Download Restriction: no

    File URL: https://www.rsisinternational.org/journals/ijriss/articles/influence-of-non-accounting-information-on-credit-decisions-of-microfinance-banks-in-kenya/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Zhang, Huanhuan & Kou, Gang & Peng, Yi, 2019. "Soft consensus cost models for group decision making and economic interpretations," European Journal of Operational Research, Elsevier, vol. 277(3), pages 964-980.
    2. Hezron Mogaka Osano & Hilario Languitone, 2016. "Factors influencing access to finance by SMEs in Mozambique: case of SMEs in Maputo central business district," Journal of Innovation and Entrepreneurship, Springer, vol. 5(1), pages 1-16, December.
    3. Samuel Tawiah Baidoo & Hadrat Yusif & Enock Kojo Ayesu & Walid Mensi, 2020. "Improving loan repayment in Ghana: Does financial literacy matter?," Cogent Economics & Finance, Taylor & Francis Journals, vol. 8(1), pages 1787693-178, January.
    4. Steven Finlay, 2009. "Consumer Credit Fundamentals," Palgrave Macmillan Books, Palgrave Macmillan, edition 0, number 978-0-230-23279-2.
    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. Ngozi G. Emenogu & Monday Osagie Adenomon & Nwaze Obini Nweze, 2020. "On the volatility of daily stock returns of Total Nigeria Plc: evidence from GARCH models, value-at-risk and backtesting," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 6(1), pages 1-25, December.
    2. Ying Li & Yung-Ho Chiu & Tai-Yu Lin & Tzu-Han Chang, 2020. "Pre-Evaluating the Technical Efficiency Gains from Potential Mergers and Acquisitions in the IC Design Industry," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 19(02), pages 525-559, April.
    3. Nikita Moiseev & Alexey Mikhaylov & Hasan Dinçer & Serhat Yüksel, 2023. "Market capitalization shock effects on open innovation models in e-commerce: golden cut q-rung orthopair fuzzy multicriteria decision-making analysis," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 9(1), pages 1-25, December.
    4. Aliu, Florin & Mulaj, Isa, 2020. "A nation’s mission of housing and food consumption: An analysis of household budget survey expenditures in Kosovo," MPRA Paper 107850, University Library of Munich, Germany.
    5. Alexey Mikhaylov & Hasan Dinçer & Serhat Yüksel, 2023. "Analysis of financial development and open innovation oriented fintech potential for emerging economies using an integrated decision-making approach of MF-X-DMA and golden cut bipolar q-ROFSs," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 9(1), pages 1-34, December.
    6. Changshi Liu & Gang Kou & Yi Peng & Fawaz E. Alsaadi, 2019. "Location-Routing Problem for Relief Distribution in the Early Post-Earthquake Stage from the Perspective of Fairness," Sustainability, MDPI, vol. 11(12), pages 1-16, June.
    7. Simplice A. Asongu & Joseph Nnanna, 2020. "Governance and the Capital Flight Trap in Africa," Working Papers of the African Governance and Development Institute. 20/024, African Governance and Development Institute..
    8. Mvodo Meyo Elise Stephanie & Fogne Mafongang Eden Herna & Ndam Lawrence Monah & Joe Assoua Eyong, "undated". "Economic Analysis of Fish Traders Access to Formal Finance in Cameroon," Review of Socio - Economic Perspectives 202183, Reviewsep.
    9. Gong, Zaiwu & Guo, Weiwei & Słowiński, Roman, 2021. "Transaction and interaction behavior-based consensus model and its application to optimal carbon emission reduction," Omega, Elsevier, vol. 104(C).
    10. Zia Ur Rehman & Noor Muhammad & Bilal Sarwar & Muhammad Asif Raz, 2019. "Impact of risk management strategies on the credit risk faced by commercial banks of Balochistan," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 5(1), pages 1-13, December.
    11. Simplice A. Asongu & Nicholas M. Odhiambo, 2022. "Remittances and value added across economic sub-sectors in Sub-Saharan Africa," Quality & Quantity: International Journal of Methodology, Springer, vol. 56(1), pages 23-41, February.
    12. Asongu, Simplice A. & Nnanna, Joseph & Acha-Anyi, Paul N., 2020. "Inequality and gender economic inclusion: The moderating role of financial access in Sub-Saharan Africa," Economic Analysis and Policy, Elsevier, vol. 65(C), pages 173-185.
    13. Simplice A. Asongu & Thales P. Yapatake Kossele & Joseph Nnanna, 2021. "Not all that glitters is gold: political stability and trade in Sub-Saharan Africa," Research Africa Network Working Papers 21/005, Research Africa Network (RAN).
    14. Tang, Ming & Liao, Huchang, 2021. "From conventional group decision making to large-scale group decision making: What are the challenges and how to meet them in big data era? A state-of-the-art survey," Omega, Elsevier, vol. 100(C).
    15. Simplice A. Asongu & Joseph Nnanna & Paul N. Acha-Anyi, 2020. "Inclusive Education for Inclusive Economic Participation: the Financial Access Channel," Research Africa Network Working Papers 20/019, Research Africa Network (RAN).
    16. Simplice A. Asongu, 2021. "The Effects of Mobile Phone Technology, Knowledge Creation and Diffusion on Inclusive Human Development in Sub-Saharan Africa," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 12(3), pages 1367-1398, September.
    17. Simplice A. Asongu & Nicholas M. Odhiambo, 2019. "Enhancing Governance for Environmental Sustainability in Sub-Saharan Africa," Working Papers of the African Governance and Development Institute. 19/090, African Governance and Development Institute..
    18. Simplice A. Asongu & Nicholas M. Odhiambo, 2019. "Enhancing ICT for insurance in Africa," Review of Development Finance Journal, Chartered Institute of Development Finance, vol. 9(2), pages 16-27.
    19. Burcu Yılmaz Kaya & Aylin Adem & Metin Dağdeviren, 2020. "A DSS-Based Novel Approach Proposition Employing Decision Techniques for System Design," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 19(02), pages 413-445, March.
    20. Nathan Mwenda Mutwiri, 2021. "Covid-19 financial distancing for MSMEs in Kenya," International Journal of Research in Business and Social Science (2147-4478), Center for the Strategic Studies in Business and Finance, vol. 10(3), pages 357-362, April.

    More about this item

    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:bcp:journl:v:7:y:2023:i:6:p:668-686. 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: Dr. Pawan Verma (email available below). General contact details of provider: https://www.rsisinternational.org/journals/ijriss/ .

    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.