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Credit Risk Evaluation of Forest Farmers under Internet Crowdfunding Mode: The Case of China’s Collective Forest Regions

Author

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  • Xiaowo Wu

    (College of Sciences and Engineering, University of Tasmania, Hobart, TAS 7001, Australia)

  • Jiangwei Tu

    (Jiyang College, Zhejiang A&F University, Zhuji 311800, China)

  • Boru Liu

    (Jiyang College, Zhejiang A&F University, Zhuji 311800, China)

  • Xi Zhou

    (Jiyang College, Zhejiang A&F University, Zhuji 311800, China)

  • Yanxiong Wu

    (Jiyang College, Zhejiang A&F University, Zhuji 311800, China)

Abstract

To effectively quantify and control the credit risk of forest farmers under internet crowdfunding mode, the combined weighting of norm grey correlation, the improved analytic hierarchy process and empirical mode decomposition method are proposed to measure the credit risk, and the interval rough number DEMATEL method is used to analyze the credit risk factors of forest farmers. Through the calculation of comprehensive influence degree, it is concluded that the degree of investor information asymmetry, the intensity of supervision, the degree of innovation and cooperation between funders and investors are the main credit risk factors of forest farmers under internet crowdfunding mode, and a credit risk control mechanism is constructed according to the main credit risk factors to effectively improve the risk management and control level of forest farmers.

Suggested Citation

  • Xiaowo Wu & Jiangwei Tu & Boru Liu & Xi Zhou & Yanxiong Wu, 2022. "Credit Risk Evaluation of Forest Farmers under Internet Crowdfunding Mode: The Case of China’s Collective Forest Regions," Sustainability, MDPI, vol. 14(10), pages 1-17, May.
    • Handle: RePEc:gam:jsusta:v:14:y:2022:i:10:p:5832-:d:813363
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    as
    1. Berlin, Mitchell & Mester, Loretta J., 1998. "On the profitability and cost of relationship lending," Journal of Banking & Finance, Elsevier, vol. 22(6-8), pages 873-897, August.
    2. Memmel, Christoph & Sachs, Angelika, 2013. "Contagion in the interbank market and its determinants," Journal of Financial Stability, Elsevier, vol. 9(1), pages 46-54.
    3. Hsu, Po-Hsuan & Lee, Hsiao-Hui & Liu, Alfred Zhu & Zhang, Zhipeng, 2015. "Corporate innovation, default risk, and bond pricing," Journal of Corporate Finance, Elsevier, vol. 35(C), pages 329-344.
    4. Ahmed, Ovais, 2017. "Block chain Technology:Concept of Digital Economics," MPRA Paper 80967, University Library of Munich, Germany.
    5. Ono, Arito & Hasumi, Ryo & Hirata, Hideaki, 2014. "Differentiated use of small business credit scoring by relationship lenders and transactional lenders: Evidence from firm–bank matched data in Japan," Journal of Banking & Finance, Elsevier, vol. 42(C), pages 371-380.
    6. Ozili, PK, 2015. "How Bank Managers Anticipate Non-Performing Loans. Evidence from Europe, US, Asia and Africa," MPRA Paper 63681, University Library of Munich, Germany.
    7. Altunbas, Yener & Gambacorta, Leonardo & Marques-Ibanez, David, 2010. "Bank risk and monetary policy," Journal of Financial Stability, Elsevier, vol. 6(3), pages 121-129, September.
    8. Yi, Yuanyuan & Köhlin, Gunnar & Xu, Jintao, 2014. "Property rights, tenure security and forest investment incentives: evidence from China's Collective Forest Tenure Reform," Environment and Development Economics, Cambridge University Press, vol. 19(1), pages 48-73, February.
    9. Xu, Xinhan & Chen, Xiangfeng & Jia, Fu & Brown, Steve & Gong, Yu & Xu, Yifan, 2018. "Supply chain finance: A systematic literature review and bibliometric analysis," International Journal of Production Economics, Elsevier, vol. 204(C), pages 160-173.
    10. Wang, Xiaobing & Yamauchi, Futoshi & Otsuka, Keijiro & Huang, Jikun, 2016. "Wage Growth, Landholding, and Mechanization in Chinese Agriculture," World Development, Elsevier, vol. 86(C), pages 30-45.
    11. Xie, Fangting & Zhu, Shubin & Cao, Mengtian & Kang, Xiaolan & Du, Juan, 2019. "Does rural labor outward migration reduce household forest investment? The experience of Jiangxi, China," Forest Policy and Economics, Elsevier, vol. 101(C), pages 62-69.
    12. Altman, Edward I. & Suggitt, Heather J., 2000. "Default rates in the syndicated bank loan market: A mortality analysis," Journal of Banking & Finance, Elsevier, vol. 24(1-2), pages 229-253, January.
    13. Xie, Lunyu & Berck, Peter & Xu, Jintao, 2016. "The effect on forestation of the collective forest tenure reform in China," China Economic Review, Elsevier, vol. 38(C), pages 116-129.
    14. Baofeng Shi & Jing Wang & Junyan Qi & Yanqiu Cheng, 2015. "A Novel Imbalanced Data Classification Approach Based on Logistic Regression and Fisher Discriminant," Mathematical Problems in Engineering, Hindawi, vol. 2015, pages 1-12, March.
    15. Xie, Yi & Gong, Peichen & Han, Xiao & Wen, Yali, 2014. "The effect of collective forestland tenure reform in China: Does land parcelization reduce forest management intensity?," Journal of Forest Economics, Elsevier, vol. 20(2), pages 126-140.
    16. Charles A. Holt & Susan K. Laury, 2002. "Risk Aversion and Incentive Effects," American Economic Review, American Economic Association, vol. 92(5), pages 1644-1655, December.
    17. Christian Ahlin & RobertM. Townsend, 2007. "Using Repayment Data to Test Across Models of Joint Liability Lending," Economic Journal, Royal Economic Society, vol. 117(517), pages 11-51, February.
    18. Campello, Murillo & Gao, Janet, 2017. "Customer concentration and loan contract terms," Journal of Financial Economics, Elsevier, vol. 123(1), pages 108-136.
    19. Luisa Menapace & Gregory Colson & Roberta Raffaelli, 2013. "Risk Aversion, Subjective Beliefs, and Farmer Risk Management Strategies," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 95(2), pages 384-389.
    20. Luminita Postelnicu & Niels Hermes & Roselia Servin, 2019. "External Social Ties and Loan Repayment of Group Lending Members: A Case Study of Pro Mujer Mexico," Journal of Development Studies, Taylor & Francis Journals, vol. 55(8), pages 1784-1798, August.
    21. Zhu, Zhen & Xu, Zhigang & Shen, Yueqin & Huang, Chenming & Zhang, Yaoqi, 2019. "How off-farm work drives the intensity of rural households' investment in forest management: The case from Zhejiang, China," Forest Policy and Economics, Elsevier, vol. 98(C), pages 30-43.
    22. Vasiliki Makri, 2016. "Towards an Investigation of Credit Risk Determinants in Eurozone Countries," Journal of Accounting and Management Information Systems, Faculty of Accounting and Management Information Systems, The Bucharest University of Economic Studies, vol. 15(1), pages 27-57, March.
    23. Neu, Peter & Kühn, Reimer, 2004. "Credit risk enhancement in a network of interdependent firms," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 342(3), pages 639-655.
    24. José Pinho & Lurdes Martins, 2010. "Exporting barriers: Insights from Portuguese small- and medium-sized exporters and non-exporters," Journal of International Entrepreneurship, Springer, vol. 8(3), pages 254-272, September.
    25. Viacheslav Iurkov & Gabriel R G Benito, 2018. "Domestic alliance networks and regional strategies of MNEs: A structural embeddedness perspective," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 49(8), pages 1033-1059, October.
    26. Yoshino, Naoyuki & Taghizadeh-Hesary, Farhad, 2019. "Optimal credit guarantee ratio for small and medium-sized enterprises’ financing: Evidence from Asia," Economic Analysis and Policy, Elsevier, vol. 62(C), pages 342-356.
    27. Mili, Medhi & Sahut, Jean-Michel & Teulon, Frédéric, 2018. "Modeling recovery rates of corporate defaulted bonds in developed and developing countries," Emerging Markets Review, Elsevier, vol. 36(C), pages 28-44.
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    Cited by:

    1. Chih-Hsiung Chang & Wu-Hua Chang & Yi-Yu Shih, 2022. "Is Financial Institution Management Effective to Reduce Problems Related to Information Asymmetry in Taiwan?," Bulletin of Applied Economics, Risk Market Journals, vol. 9(2), pages 37-58.

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