A unified framework for credit evaluation for internet finance companies: Multi-criteria analysis through AHP and DEA

Wei Gu, Meheli Basu, Zhang Chao, Lirong Wei

Research output: Contribution to journalArticlepeer-review

11 Scopus citations

Abstract

Internet finance is China's newest hot topic in its booming economy. Success story of entrepreneurial ventures such as Alibaba have paved way for numerous entrepreneurs to establish innovative start-ups and enterprises. Presently, number of up and coming small and medium enterprises (SMEs) is above 80% of all new enterprises in China, involving 39 major categories of industrial sectors. Such enterprises are hugely backed by Internet finance companies for funding and easy transactions. It is important to develop efficient methodology and improve existing ones for credit assessment so as to aid Internet finance companies in making effective and symmetric funding decisions. To evaluate the performance of SMEs effectively, we propose an Internet finance credit index system, which includes financial, credit, enterprise development and Internet financial status. We combine the Analytic Hierarchy Process (AHP) and data envelopment analysis (DEA) to form a unified evaluation framework, which has the ability to address the subjective (AHP) and the objective (DEA) concerns, respectively. The proposed framework can assist Internet finance organizations to develop a transparent, unbiased and integrated framework for evaluating credit index of SMEs and start-ups. The result of our framework identifies the most important characteristics of SMEs and start-ups which contribute to overall credit rating, provides valuable references for Internet financial organization to make better resource allocation (funding decisions). The framework for credit evaluation also provides start-ups and SMEs an insight into improving their credit rating.

Original languageEnglish (US)
Pages (from-to)597-624
Number of pages28
JournalInternational Journal of Information Technology and Decision Making
Volume16
Issue number3
DOIs
StatePublished - May 1 2017
Externally publishedYes

Keywords

  • Credit index
  • Internet finance
  • analytic hierarchy process
  • data envelopment analysis
  • multiple criteria analysis
  • small-medium enterprises

ASJC Scopus subject areas

  • Computer Science (miscellaneous)

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