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A Decision Support System to Estimate Green Sustainability from Environmental Protection and Debt Financing Indicators

Author

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  • Zhengyu Ren

    (School of Business, Macau University of Science and Technology, Taipa 999078, Macau)

  • Hsing Hung Chen

    (School of Business, Macau University of Science and Technology, Taipa 999078, Macau)

  • Kunseng Lao

    (School of Business, Macau University of Science and Technology, Taipa 999078, Macau)

  • Hongyi Zhang

    (School of Business, Macau University of Science and Technology, Taipa 999078, Macau)

Abstract

In the social context of advocating a low-carbon economy, achieving sustainable growth in line with current social development requirements is an issue that agribusiness must face. In order to explore the mechanisms influencing the sustainable growth of Chinese agriculture and to optimize the quality of agribusiness decisions, this paper examines the relationship between environmental management, debt financing indicators, and financial sustainable growth of the company in Chinese agriculture. Specifically, a decision support system based on the least square dummy variable (LSDV) model, mediating effects model and threshold effects model was constructed by using annual financial reports and questionnaire data of the listed agricultural enterprises. After empirical analysis, the following results were obtained: first, both environmental management and debt financing management help Chinese agricultural firms achieve financially sustainable growth. Second, debt financing can transmit the effect of environmental management on financially sustainable growth. Third, there are significant differences in the effects of debt financing on financially sustainable growth under different environmental management conditions. Finally, in order to promote the development of Chinese agriculture, this paper suggests that agricultural enterprises should actively implement environmental management and that relevant Chinese authorities should lower the financing threshold of the agricultural industry, while ensuring risk regulation.

Suggested Citation

  • Zhengyu Ren & Hsing Hung Chen & Kunseng Lao & Hongyi Zhang, 2022. "A Decision Support System to Estimate Green Sustainability from Environmental Protection and Debt Financing Indicators," Agriculture, MDPI, vol. 12(8), pages 1-13, August.
    • Handle: RePEc:gam:jagris:v:12:y:2022:i:8:p:1249-:d:891173
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    as
    1. Lin, Chaoying & He, Lerong, 2020. "Targeted monetary policy and agriculture business loans," The North American Journal of Economics and Finance, Elsevier, vol. 54(C).
    2. Hansen, Bruce E., 1999. "Threshold effects in non-dynamic panels: Estimation, testing, and inference," Journal of Econometrics, Elsevier, vol. 93(2), pages 345-368, December.
    3. Roy L. Simerly & Mingfang Li, 2000. "Environmental dynamism, capital structure and performance: a theoretical integration and an empirical test," Strategic Management Journal, Wiley Blackwell, vol. 21(1), pages 31-49, January.
    4. Bosiljka Srebro & Bojan Mavrenski & Vesna Bogojević Arsić & Snežana Knežević & Marko Milašinović & Jovan Travica, 2021. "Bankruptcy Risk Prediction in Ensuring the Sustainable Operation of Agriculture Companies," Sustainability, MDPI, vol. 13(14), pages 1-17, July.
    5. Jorge E. Viñuales & Joanna Depledge & David M. Reiner & Emma Lees, 2017. "Climate policy after the Paris 2015 climate conference," Climate Policy, Taylor & Francis Journals, vol. 17(1), pages 1-8, January.
    6. Guozhao Cao & Zhan Wang, 2021. "Product flexibility of competitive manufactures: the effect of debt financing," Annals of Operations Research, Springer, vol. 307(1), pages 53-74, December.
    7. Doukas, Haris & Nikas, Alexandros, 2020. "Decision support models in climate policy," European Journal of Operational Research, Elsevier, vol. 280(1), pages 1-24.
    8. Caroline Flammer, 2015. "Does Corporate Social Responsibility Lead to Superior Financial Performance? A Regression Discontinuity Approach," Management Science, INFORMS, vol. 61(11), pages 2549-2568, November.
    9. Tran, Quoc Trung, 2021. "Economic policy uncertainty and cost of debt financing: International evidence," The North American Journal of Economics and Finance, Elsevier, vol. 57(C).
    10. Darush Yazdanfar & Peter Öhman, 2015. "Debt financing and firm performance: an empirical study based on Swedish data," Journal of Risk Finance, Emerald Group Publishing, vol. 16(1), pages 102-118, January.
    11. Ibrahim El-Sayed Ebaid, 2009. "The impact of capital-structure choice on firm performance: empirical evidence from Egypt," Journal of Risk Finance, Emerald Group Publishing, vol. 10(5), pages 477-487, November.
    12. Xin Long Xu & Chao Sun & Yi Li & Nidi Zhou, 2020. "The Effects of Environmental Management and Debt Financing on Sustainable Financial Growth in the Tourism Industry," SAGE Open, , vol. 10(3), pages 21582440209, August.
    13. Herron, Colin & Braiden, Paul M., 2006. "A methodology for developing sustainable quantifiable productivity improvement in manufacturing companies," International Journal of Production Economics, Elsevier, vol. 104(1), pages 143-153, November.
    14. Zhang, Dongyang & Lucey, Brian M., 2022. "Sustainable behaviors and firm performance: The role of financial constraints’ alleviation," Economic Analysis and Policy, Elsevier, vol. 74(C), pages 220-233.
    15. Hirunyawipada, Tanawat & Xiong, Guiyang, 2018. "Corporate environmental commitment and financial performance: Moderating effects of marketing and operations capabilities," Journal of Business Research, Elsevier, vol. 86(C), pages 22-31.
    16. Rosa Maria Dangelico, 2015. "Improving Firm Environmental Performance and Reputation: The Role of Employee Green Teams," Business Strategy and the Environment, Wiley Blackwell, vol. 24(8), pages 735-749, December.
    17. Wang, Gang & Sharma, Paritosh & Jain, Vipin & Shukla, Avanish & Shahzad Shabbir, Malik & Tabash, Mosab I. & Chawla, Chanchal, 2022. "The relationship among oil prices volatility, inflation rate, and sustainable economic growth: Evidence from top oil importer and exporter countries," Resources Policy, Elsevier, vol. 77(C).
    18. Xin Long Xu & Hsing Hung Chen & Rong Rong Zhang, 2020. "The Impact of Intellectual Capital Efficiency on Corporate Sustainable Growth-Evidence from Smart Agriculture in China," Agriculture, MDPI, vol. 10(6), pages 1-15, June.
    19. Karl V. Lins & Henri Servaes & Ane Tamayo, 2017. "Social Capital, Trust, and Firm Performance: The Value of Corporate Social Responsibility during the Financial Crisis," Journal of Finance, American Finance Association, vol. 72(4), pages 1785-1824, August.
    20. Ye Feng & Hsing Hung Chen & Jian Tang, 2018. "The Impacts of Social Responsibility and Ownership Structure on Sustainable Financial Development of China’s Energy Industry," Sustainability, MDPI, vol. 10(2), pages 1-15, January.
    21. Biao Li & Kekun Wu, 2017. "Environmental Management System Adoption and the Operational Performance of Firm in the Textile and Apparel Industry of China," Sustainability, MDPI, vol. 9(6), pages 1-11, June.
    22. Chaabane, A. & Ramudhin, A. & Paquet, M., 2012. "Design of sustainable supply chains under the emission trading scheme," International Journal of Production Economics, Elsevier, vol. 135(1), pages 37-49.
    23. Cole, Rebel A. & Sokolyk, Tatyana, 2018. "Debt financing, survival, and growth of start-up firms," Journal of Corporate Finance, Elsevier, vol. 50(C), pages 609-625.
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