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A Hybrid Multi-Criteria Decision-Making Model for Evaluating Companies’ Green Credit Rating

Author

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  • Chia-Chen Yang

    (Department of Finance, Ling Tung University, Taichung 40852, Taiwan
    These authors contributed equally to this work.)

  • Shang-Ling Ou

    (Department of Agronomy, National Chung Hsing University, Taichung 40227, Taiwan
    These authors contributed equally to this work.)

  • Li-Chang Hsu

    (Department of Finance, Ling Tung University, Taichung 40852, Taiwan)

Abstract

Along with economic development and social progress, environmental issues are increasingly becoming the subject of public concern. Through green credit, banks intentionally direct money into resource-conserving technology development and environmental protection industries, thus, encouraging enterprises to focus on green products. Therefore, establishing a reasonable green credit evaluation mechanism for banks is an important issue. Based on this, this study combines grey relational analysis (GRA), the Decision-Making Trial and Evaluation Laboratory technique (DEMATEL), analytic network process (ANP) and the Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS) to develop a hybrid multi-criteria decision-making (MCDM) model for quantifying data and, thereby, to establish a green credit rating mechanism. In order to verify the model, this study combines credit risk and economic, environmental and social performance evaluation criteria as green credit evaluation criteria. There are 55 high-tech listed companies in Taiwan in 2014 taken as the evaluation objects and conducted for a performance ranking. The empirical results can serve as a reference for financial authorities promoting green finance policies and for investors making investment decisions.

Suggested Citation

  • Chia-Chen Yang & Shang-Ling Ou & Li-Chang Hsu, 2019. "A Hybrid Multi-Criteria Decision-Making Model for Evaluating Companies’ Green Credit Rating," Sustainability, MDPI, vol. 11(6), pages 1-23, March.
    • Handle: RePEc:gam:jsusta:v:11:y:2019:i:6:p:1506-:d:213339
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    as
    1. Berna Bulgurcu, 2013. "Financial Performance Ranking of the Automotive Industry Firms in Turkey: Evidence from an Entropy-Weighted Technique," International Journal of Economics and Financial Issues, Econjournals, vol. 3(4), pages 844-851.
    2. Li-Chang Hsu, 2013. "Investment decision making using a combined factor analysis and entropy-based topsis model," Journal of Business Economics and Management, Taylor & Francis Journals, vol. 14(3), pages 448-466, June.
    3. Grigoroudis, E. & Orfanoudaki, E. & Zopounidis, C., 2012. "Strategic performance measurement in a healthcare organisation: A multiple criteria approach based on balanced scorecard," Omega, Elsevier, vol. 40(1), pages 104-119, January.
    4. Feng, Cheng-Min & Wang, Rong-Tsu, 2000. "Performance evaluation for airlines including the consideration of financial ratios," Journal of Air Transport Management, Elsevier, vol. 6(3), pages 133-142.
    5. Hidemichi Fujii & Kazuyuki Iwata & Shinji Kaneko & Shunsuke Managi, 2013. "Corporate Environmental and Economic Performance of Japanese Manufacturing Firms: Empirical Study for Sustainable Development," Business Strategy and the Environment, Wiley Blackwell, vol. 22(3), pages 187-201, March.
    6. Li-Chang Hsu, 2014. "A hybrid multiple criteria decision-making model for investment decision making," Journal of Business Economics and Management, Taylor & Francis Journals, vol. 15(3), pages 509-529, June.
    7. Patten, Dennis M., 2002. "The relation between environmental performance and environmental disclosure: a research note," Accounting, Organizations and Society, Elsevier, vol. 27(8), pages 763-773, November.
    8. Norman, Wayne & MacDonald, Chris, 2004. "Getting to the Bottom of “Triple Bottom Lineâ€," Business Ethics Quarterly, Cambridge University Press, vol. 14(2), pages 243-262, April.
    9. Andrew A. King & Michael J. Lenox, 2001. "Does It Really Pay to Be Green? An Empirical Study of Firm Environmental and Financial Performance: An Empirical Study of Firm Environmental and Financial Performance," Journal of Industrial Ecology, Yale University, vol. 5(1), pages 105-116, January.
    10. Yu-Shan Chen & Shyh-Bao Lai & Chao-Tung Wen, 2006. "The Influence of Green Innovation Performance on Corporate Advantage in Taiwan," Journal of Business Ethics, Springer, vol. 67(4), pages 331-339, September.
    11. Maryam Alimardani & Masoud Rabbani & Hamed Rafiei, 2014. "A novel hybrid model based on DEMATEL, ANP and TOPSIS for supplier selection in agile supply chains," International Journal of Services and Operations Management, Inderscience Enterprises Ltd, vol. 18(2), pages 179-211.
    12. Amirmahdi Malek & Sadoullah Ebrahimnejad & Reza Tavakkoli-Moghaddam, 2017. "An Improved Hybrid Grey Relational Analysis Approach for Green Resilient Supply Chain Network Assessment," Sustainability, MDPI, vol. 9(8), pages 1-28, August.
    13. Aerts, Walter & Cormier, Denis & Magnan, Michel, 2008. "Corporate environmental disclosure, financial markets and the media: An international perspective," Ecological Economics, Elsevier, vol. 64(3), pages 643-659, January.
    14. Olaf Weber & Roland W. Scholz & Georg Michalik, 2010. "Incorporating sustainability criteria into credit risk management," Business Strategy and the Environment, Wiley Blackwell, vol. 19(1), pages 39-50, January.
    15. Hasan Fauzi & Goran Svensson & Azhar Abdul Rahman, 2010. "“Triple Bottom Line” as “Sustainable Corporate Performance”: A Proposition for the Future," Sustainability, MDPI, vol. 2(5), pages 1-16, May.
    16. Qi-Gan Shao & James J. H. Liou & Sung-Shun Weng & Yen-Ching Chuang, 2018. "Improving the Green Building Evaluation System in China Based on the DANP Method," Sustainability, MDPI, vol. 10(4), pages 1-20, April.
    17. Leiter, Andrea M. & Parolini, Arno & Winner, Hannes, 2011. "Environmental regulation and investment: Evidence from European industry data," Ecological Economics, Elsevier, vol. 70(4), pages 759-770, February.
    18. Petra Christmann & Glen Taylor, 2001. "Globalization and the Environment: Determinants of Firm Self-Regulation in China," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 32(3), pages 439-458, September.
    19. Li-Chang Hsu & Shang-Ling Ou & Yih-Chang Ou, 2015. "A Comprehensive performance evaluation and ranking methodology under a sustainable development perspective," Journal of Business Economics and Management, Taylor & Francis Journals, vol. 16(1), pages 74-92, February.
    20. Su-Lien Lu, 2012. "Assessing the credit risk of bank loans using an extended Markov chain model," Journal of Applied Finance & Banking, SCIENPRESS Ltd, vol. 2(1), pages 1-9.
    21. Theofanis Karagiorgos, 2010. "Corporate Social Responsibility and Financial Performance: An Empirical Analysis on Greek Companies," European Research Studies Journal, European Research Studies Journal, vol. 0(4), pages 85-108.
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    2. Chunling Li & Khansa Pervaiz & Muhammad Asif Khan & Faheem Ur Rehman & Judit Oláh, 2019. "On the Asymmetries of Sovereign Credit Rating Announcements and Financial Market Development in the European Region," Sustainability, MDPI, vol. 11(23), pages 1-14, November.
    3. N. Denuwara & A. Kim & V. Atree & P. Newenhisen & C. Gibson & D. Schork & M. Hakovirta, 2022. "Corporate economic performance and sustainability indices: a study based on the Dow Jones Sustainability Index," SN Business & Economics, Springer, vol. 2(7), pages 1-22, July.
    4. Marco Locurcio & Francesco Tajani & Pierluigi Morano & Debora Anelli & Benedetto Manganelli, 2021. "Credit Risk Management of Property Investments through Multi-Criteria Indicators," Risks, MDPI, vol. 9(6), pages 1-23, June.
    5. Chun-Ho Chen, 2019. "A New Multi-Criteria Assessment Model Combining GRA Techniques with Intuitionistic Fuzzy Entropy-Based TOPSIS Method for Sustainable Building Materials Supplier Selection," Sustainability, MDPI, vol. 11(8), pages 1-18, April.
    6. Pranith Kumar Roy & Krishnendu Shaw, 2021. "A multicriteria credit scoring model for SMEs using hybrid BWM and TOPSIS," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 7(1), pages 1-27, December.

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