UPSI Digital Repository (UDRep)
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Total records found : 1 |
Simplified search suggestions : Xiao Ping |
1 | 2023 Thesis | Factors affecting SMEs credit risk and credit risk assessment based on blockchain-driven supply chain finance Xiao, Ping The purpose of this research is to examine the factors affecting SMEs’credit risk and
credit risk assessment based on blockchain-driven supply chain finance. This research
mainly includes three objectives: The first objective is to examine whether the
financing enterprises, core enterprises, assets position under financing, blockchain
platform and supply chain operation have significant impacts on credit risk by using
logistic regression and entropy method. The panel data were collected from CSMAR
on fifty-six SMEs, eight core enterprises and twenty-six blockchain enterprises in the
period of 2016-2020. The second objective is to establish a credit risk evaluation
index system and used factor analysis to extract the principal factors, then 11 factors
are extracted as the variable sources for credit risk assessment modeling. The third
objective is to build a credit risk assessment model by using five methods:
Classification Tree, Bagging algorithm, AdaBoost algorithm, Rando..... 306 hits |