The value of non-financial information in small and medium-sized enterprise risk management

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Analysis and Comparison of Economic and Financial Risk Sources in SMEs of the Visegrad Group and Serbia (2019, methodology): “The optimum method for ensuring a flow of finance to SMEs is to improve credit information and to create appropriate risk models for this sector [68].”
Enterprise Risk Management: A Literature Review and Agenda for Future Research (2020, background): “The third strand of literature highlights the value-creating process of ERM adoption (see, for example, Altman et al. 2010; Hoyt and Liebenberg 2011; Eckles et al. 2014; Farrell and Gallagher 2015; Grace et al. 2015).”
Forecasting SMEs' credit risk in supply chain finance with an enhanced hybrid ensemble machine learning approach (2019, methodology): “10 However, other scholars believe that non-financial information also significantly affects SMEs’ credit risk; such information includes SMEs’ filing histories (Altman et al., 2010) and their existing risk information, delinquency information, historical information, historical delinquency informat”