| [1] | Oxfarm. (2021). What is the difference between agriculture and agribusiness? http://oxfarm.co.ke/agri_biz-insights/what-is-the-difference-between-agriculture -and- agribusiness/19-08-21. |
| |
| [2] | Mulunga, B. (2021). Why Agribusiness Should be part of Kenya’s Economic Agenda. https:// www.kenyacic.org/ 2021/08/why-agribusiness-should-be-part-of-kenyas- economic-agenda/. |
| |
| [3] | Wanjira, K., Mburu, I., Nzuve, M., Makokha, S., Emongor, R. & Taracha, C. (2023) Impact of climate-smart maize varieties on household income among smallholder farmers in Kenya: The case of Embu County. |
| |
| [4] | General, A. (2022). Report of the Auditor General on Agricultural Finance Corporation for the Year Ended 30 June 2021. Office of the Auditor General. |
| |
| [5] | Seven, U. & Tumen, S. (2020). Agricultural credits and agricultural productivity: Cross-country evidence. The Singapore Economic Review, 65(supp01), 161-183. |
| |
| [6] | Musembi, E. (2019). Demand for agricultural credit by rural smallholder farmers: a case of climate smart agriculture villages in Nyando basin, Kenya (Doctoral thesis). |
| |
| [7] | Mutyasira, V., Hoag, D. & Pendell, D. (2018). The adoption of sustainable agricultural practices by smallholder farmers in Ethiopian highlands: An integrative approach. Cogent Food & Agriculture, 4(1), 1552439. |
| |
| [8] | M'Muruku, S. M., Kingori, G. G., & Mwirigi, R. N. (2023). Effect of Borrower's Socio-Economic Profile on Agribusiness Loans Default Rate in Agricultural Finance Corporation, Mount Kenya Region. Muruku, S., Gathungu, G. & Mwirigi. |
| |
| [9] | Nyebar, A., Obalade, A. & Muzindutsi, P. (2023). Effectiveness of Credit Risks Management Policies Used by Ghanaian Commercial Banks in Agricultural Financing. In Financial Sector Development in Ghana: Exploring Bank Stability, Financing Models, and Development Challenges for Sustainable Financial Markets (pp. 231-264). Cham: Springer International Publishing. |
| |
| [10] | Paudel, P. (2022). Credit risk management in Nepalese cooperative societies. Credit Risk Management, ISBN: - 978-9937-0-5200-9. |
| |
| [11] | Gatimu, E. (2022). Effect of Management Practices on Non-Performing Loans in Deposit Taking Savings and Credit Cooperatives in Kenya-Management Perspective (Doctoral dissertation, JKUAT-COHRED). |
| |
| [12] | Adusei, C. (2017). Determinants of Agribusiness Entities Loan Default in the Tamale Metropolis of Ghana. European Journal of Accounting, Auditing and Finance Research Vol.5 No.3, pp.1- 20, March 2017. |
| |
| [13] | Opa, V. & Tabe-Ebob, T. (2020). The Effects of Loan Default on Commercial Banks Profitability: Case Study BICEC Limbe, Cameroon. |
| |
| [14] | Pohl, C., Schüler, G. & Schiereck, D. (2023). Borrower-and lender-specific determinants in the pricing of sustainability-linked loans. Journal of Cleaner Production, 385, 135652. |
| |
| [15] | Rana, W., Gill, S. & Akram, I. (2023). Policy framework for contract farming: An alternate to Aarthi system in Pakistan, International Food Policy Research Institute (IFPRI). |
| |
| [16] | Ali, D. & Deininger, K. (2022). Institutional determinants of large land-based investments’ performance in Zambia: Does title enhance productivity and structural transformation? World Development, 157, 105932. |
| |
| [17] | Ramanujam, V. & Vidya, K. (2017). A Study on the credit repayment behaviour of borrowers. Int Res J Business and Manage, 10(8), 9-18. |
| |
| [18] | Quaye, F., Nadolnyak, D. & Hartarska, V. (2017). Factors affecting farm loan delinquency in the Southeastern USA. Research in Applied Economics, 9(4). |
| |
| [19] | Yu, L., Song, Y., Wu, H., & Shi, H. (2023). Credit Constraint, Interlinked Insurance and Credit Contract and Farmers’ Adoption of Innovative Seeds-Field Experiment of the Loess Plateau. Land, 12(2), 357. |
| |
| [20] | Dohlman, E. (2020). Risk in agriculture. Economic Research Service US Department. |
| |
| [21] | Naheed, S. (2023). An overview of the influence of climate change on food security and human health. life, 3, 15. |
| |
| [22] | Fairchild, A. J., & McQuillin, S. D. (2010). Evaluating mediation and moderation effects in school psychology: A presentation of methods and review of current practice. Journal of school psychology, 48(1), 53-84. |
| |
| [23] | Baron, R. & Kenny, D. (1986). The moderator–mediator variable distinction in social psychological research: Conceptual, strategic, and statistical. |
| |
| [24] | Chowdhury, H., Malik, I., Sun, H., & Ali, S. (2022). Natural Disasters and Corporate Default Risk. The University of Queensland Brisbane, Queensland, Australia. |
| |
| [25] | Chi, Q., & Li, W. (2017). Economic policy uncertainty, credit risks and banks’ lending decisions: Evidence from Chinese commercial banks. China journal of accounting research, 10(1), 33-50. |
| |
| [26] | Idris, I. T., & Nayan, S. (2016). The moderating role of loan monitoring on the relationship between macroeconomic variables and non-performing loans in association of Southeast Asian nations countries. International Journal of Economics and Financial Issues, 6(2), 402-408. |
| |
| [27] | Mutlu, Ü., & Özer, G. (2021). The moderator effect of financial literacy on the relationship between locus of control and financial behaviour. Kybernetes, 51(3), 1114-1126. |
| |
| [28] | Shatnawi, S., Hanefah, M., & Eldaia, M. (2019). Moderating effect of enterprise risk management on the relationship between board structures and corporate performance. International Journal of Entrepreneurship and Management Practices, 2(6), 01-15. |
| |
| [29] | Zebal, M. & Goodwin, D. (2011). Market Orientation in a Developing Nation-Antecedents, Consequences and the Moderating Effect of Environmental Factors. Marketing Bulletin, 22. |
| |
| [30] | Shehata, M., Abdeljawad, M., Mazouz, A., Aldossary, K., Alsaeed, Y. & Noureldin Sayed, M. (2021). The moderating role of perceived risks in the relationship between financial knowledge and the intention to invest in Saudi Arabian stock market. International Journal of Financial Studies, 9(1), 9. |
| |
| [31] | Fahlenbrach, R., Rageth, K., & Stulz, M. (2021). How valuable is financial flexibility when revenue stops? Evidence from the COVID-19 crisis. The Review of Financial Studies, 34(11), 5474-5521. |
| |
| [32] | Simiyu, N. R. (2018). Project management practices and performance of agricultural projects by community-based organizations in Bungoma county, Kenya (Doctoral dissertation, Doctoral dissertation, Doctoral dissertation, Doctoral Thesis, Kenyatta University, Nairobi, Kenya). |
| |
| [33] | Simple Maps. (2021). Kenya cities database, Pareto software, llc. © 2010-2021. https:// simplemaps.com/ data/ke-cities. |
| |
| [34] | Agricultural Finance Corporation (AFC). (2022). Agricultural Finance Corporation branches, 31st December, 2021. http:// www.agrifinance.org/ branches. |
| |
| [35] | Sirisilla, S. (2023). Bridging the Gap: Overcome these 7 flaws in descriptive research design, https:// www.enago.com/ academy/descriptive-research-design/. |
| |
| [36] | McCombes, S. (2019). How to create a research design. Retrieved from Scribbr: https:// www. scribbr. com/ research-process/research-design. |
| |
| [37] | Mphaka, P. L. (2017). Strategies for Reducing Microfinance Loan Default in Low-Income Markets (Doctoral dissertation, Walden University). |
| |
| [38] | Daniel, W. & Cross, C. (2018). Biostatistics: a foundation for analysis in the health sciences. Wiley. ISBN 978-1-118-30279-8 (cloth). |
| |
| [39] | Snyder, R. D., Ord, J. K., Koehler, A. B., McLaren, K. R., & Beaumont, A. N. (2017). Forecasting compositional time series: A state space approach. International Journal of Forecasting, 33(2), 502-512. |
| |
| [40] | Vaske, J., Beaman, J. & Sponarski, C. (2017). Rethinking internal consistency in Cronbach's alpha. Leisure sciences, 39(2), 163-173. |
| |
| [41] | Cronbach, M. & Hedge, R. (2001). Construct validity in psychological tests. |
| |
| [42] | George, D. & Mallery, P. (2019). IBM SPSS Statistics 25 Step by Step (15th ed.). New York and London: Routledge. |
| |
| [43] | George, D., & Mallery, P. (2018). IBM SPSS Statistics 25 Step by Step. |
| |
| [44] | Hair Jr., J., Black, W., Babin, B. & Anderson, R. (2010). Multivariate Data Analysis: A Global Perspective. 7th Edition, Pearson Education, Upper Saddle River. |
| |
| [45] | Zeyang, W. (2021). A stepwise regression analysis of the risk of corporate debt default. In 2021 International Conference on Economic Development and Business Culture (ICEDBC 2021) (pp. 1-6). Atlantis Press. |
| |