Green credit efficiency of commercial banks in China: Evidence from a multi-period leader-follower model with preference
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DOI: 10.1016/j.irfa.2024.103604
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- Yuanchang Zhu & Yongjun Li & Liang Liang, 2018. "A variation of two-stage SBM with leader-follower structure: an application to Chinese commercial banks," Journal of the Operational Research Society, Taylor & Francis Journals, vol. 69(6), pages 840-848, June.
- Liu, Xiaoguang & Ji, Qiang & Yu, Jian, 2021. "Sustainable development goals and firm carbon emissions: Evidence from a quasi-natural experiment in China," Energy Economics, Elsevier, vol. 103(C).
- Stewart, Chris & Matousek, Roman & Nguyen, Thao Ngoc, 2016.
"Efficiency in the Vietnamese banking system: A DEA double bootstrap approach,"
Research in International Business and Finance, Elsevier, vol. 36(C), pages 96-111.
- Matousek, Roman & Nguyen, Thao Ngoc & Stewart, Chris, 2014. "Efficiency in the Vietnamese banking system: A DEA double bootstrap approach," Economics Discussion Papers 2014-1, School of Economics, Kingston University London.
- Li, Jingyu & Liu, Ranran & Yao, Yanzhen & Xie, Qiwei, 2022. "Time-frequency volatility spillovers across the international crude oil market and Chinese major energy futures markets: Evidence from COVID-19," Resources Policy, Elsevier, vol. 77(C).
- Jing Li & Jun Xia & Edward J. Zajac, 2018. "On the duality of political and economic stakeholder influence on firm innovation performance: Theory and evidence from Chinese firms," Strategic Management Journal, Wiley Blackwell, vol. 39(1), pages 193-216, January.
- Nemanja Radić & Franco Fiordelisi & Claudia Girardone, 2012. "Efficiency and Risk-Taking in Pre-Crisis Investment Banks," Journal of Financial Services Research, Springer;Western Finance Association, vol. 41(1), pages 81-101, April.
- Dimitras, Augustinos I. & Gaganis, Chrysovalantis & Pasiouras, Fotios, 2018. "Financial reporting standards' change and the efficiency measures of EU banks," International Review of Financial Analysis, Elsevier, vol. 59(C), pages 223-233.
- An, Xin & Ding, Yue & Wang, Yao, 2023. "Green credit and bank risk: Does corporate social responsibility matter?," Finance Research Letters, Elsevier, vol. 58(PA).
- Halkos, George E. & Tzeremes, Nickolaos G., 2013. "Estimating the degree of operating efficiency gains from a potential bank merger and acquisition: A DEA bootstrapped approach," Journal of Banking & Finance, Elsevier, vol. 37(5), pages 1658-1668.
- Zhang, Dayong & Li, Jun & Ji, Qiang, 2020. "Does better access to credit help reduce energy intensity in China? Evidence from manufacturing firms," Energy Policy, Elsevier, vol. 145(C).
- Pasiouras, Fotios & Tanna, Sailesh & Zopounidis, Constantin, 2009. "The impact of banking regulations on banks' cost and profit efficiency: Cross-country evidence," International Review of Financial Analysis, Elsevier, vol. 18(5), pages 294-302, December.
- Fukuyama, Hirofumi & Matousek, Roman, 2017. "Modelling bank performance: A network DEA approach," European Journal of Operational Research, Elsevier, vol. 259(2), pages 721-732.
- Simar, Leopold & Wilson, Paul W., 2007. "Estimation and inference in two-stage, semi-parametric models of production processes," Journal of Econometrics, Elsevier, vol. 136(1), pages 31-64, January.
- Drake, Leigh & Hall, Maximilian J.B. & Simper, Richard, 2006.
"The impact of macroeconomic and regulatory factors on bank efficiency: A non-parametric analysis of Hong Kong's banking system,"
Journal of Banking & Finance, Elsevier, vol. 30(5), pages 1443-1466, May.
- Leigh M. Drake & Maximilian J. B. Hall & Richard Simper, 2005. "The Impact of Macroeconomic and Regulatory Factors on Bank Efficiency: A Non-Parametric Analysis of Hong Kong's Banking System," Working Papers 012005, Hong Kong Institute for Monetary Research.
- Cheng, Maoyong & Qu, Yang, 2023. "The false prosperity and promising future: Effects of data resources on bank efficiency," International Review of Financial Analysis, Elsevier, vol. 89(C).
- Fukuyama, Hirofumi & Matousek, Roman, 2011. "Efficiency of Turkish banking: Two-stage network system. Variable returns to scale model," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 21(1), pages 75-91, February.
- Ahamed, M. Mostak & Ho, Shirley J. & Mallick, Sushanta K. & Matousek, Roman, 2021. "Inclusive banking, financial regulation and bank performance: Cross-country evidence," Journal of Banking & Finance, Elsevier, vol. 124(C).
- Xing, Chao & Zhang, Yuming & Tripe, David, 2021. "Green credit policy and corporate access to bank loans in China: The role of environmental disclosure and green innovation," International Review of Financial Analysis, Elsevier, vol. 77(C).
- J.C. Paradi & D.N. Reese & D. Rosen, 1997. "Applications of DEA to measure the efficiency of software production at two large Canadian banks," Annals of Operations Research, Springer, vol. 73(0), pages 91-115, October.
- Wang, Haijun & Mao, Kunyuan & Wu, Wanting & Luo, Haohan, 2023. "Fintech inputs, non-performing loans risk reduction and bank performance improvement," International Review of Financial Analysis, Elsevier, vol. 90(C).
- Ji, Qiang & Zhang, Dayong, 2019. "How much does financial development contribute to renewable energy growth and upgrading of energy structure in China?," Energy Policy, Elsevier, vol. 128(C), pages 114-124.
- Fukuyama, Hirofumi & Weber, William L., 2010. "A slacks-based inefficiency measure for a two-stage system with bad outputs," Omega, Elsevier, vol. 38(5), pages 398-409, October.
- Li, Youwei & Liao, Ming & Liu, Yangke, 2023. "How does green credit policy affect polluting firms' dividend policy? The China experience," International Review of Financial Analysis, Elsevier, vol. 88(C).
- Gaganis, Chrysovalantis & Pasiouras, Fotios, 2013. "Financial supervision regimes and bank efficiency: International evidence," Journal of Banking & Finance, Elsevier, vol. 37(12), pages 5463-5475.
- Thi My Phan, Hanh & Daly, Kevin & Akhter, Selim, 2016. "Bank efficiency in emerging Asian countries," Research in International Business and Finance, Elsevier, vol. 38(C), pages 517-530.
- Zhou, Guangyou & Sun, Yongkun & Luo, Sumei & Liao, Jiayi, 2021. "Corporate social responsibility and bank financial performance in China: The moderating role of green credit," Energy Economics, Elsevier, vol. 97(C).
- Shen, Yiran & Liu, Chang & Sun, Xiaolei & Guo, Kun, 2023. "Investor sentiment and the Chinese new energy stock market: A risk–return perspective," International Review of Economics & Finance, Elsevier, vol. 84(C), pages 395-408.
- Chiu, Yung-Ho & Chen, Yu-Chuan, 2009. "The analysis of Taiwanese bank efficiency: Incorporating both external environment risk and internal risk," Economic Modelling, Elsevier, vol. 26(2), pages 456-463, March.
- Barth, James R, et al, 1983. "The Effect of Government Regulations on Personal Loan Markets: A Tobit Estimation of a Microeconomic Model," Journal of Finance, American Finance Association, vol. 38(4), pages 1233-1251, September.
- Sathye, Milind, 2001. "X-efficiency in Australian banking: An empirical investigation," Journal of Banking & Finance, Elsevier, vol. 25(3), pages 613-630, March.
- Barros, C.P. & Emrouznejad, Ali, 2016. "Assessing productive efficiency of banks using integrated Fuzzy-DEA and bootstrapping: A case of Mozambican banksAuthor-Name: Wanke, Peter," European Journal of Operational Research, Elsevier, vol. 249(1), pages 378-389.
- Caselli, Stefano & Corbetta, Guido & Cucinelli, Doriana & Rossolini, Monica, 2021. "A survival analysis of public guaranteed loans: Does financial intermediary matter?," Journal of Financial Stability, Elsevier, vol. 54(C).
- Finger, Maya & Gavious, Ilanit & Manos, Ronny, 2018. "Environmental risk management and financial performance in the banking industry: A cross-country comparison," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 52(C), pages 240-261.
- Wanke, Peter & Maredza, Andrew & Gupta, Rangan, 2017.
"Merger and acquisitions in South African banking: A network DEA model,"
Research in International Business and Finance, Elsevier, vol. 41(C), pages 362-376.
- Peter Wanke & Andrew Maredza & Rangan Gupta, 2016. "Merger and Acquisitions in South African Banking: A Network DEA Model," Working Papers 201665, University of Pretoria, Department of Economics.
- Shang, Xiaoting & Niu, Huayong, 2023. "Does the digital transformation of banks affect green credit?," Finance Research Letters, Elsevier, vol. 58(PB).
- J S Liu & W-M Lu, 2012. "Network-based method for ranking of efficient units in two-stage DEA models," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 63(8), pages 1153-1164, August.
- Li, Lifang & Qiu, Lexin & Xu, Fangming & Zheng, Xinwei, 2023. "The impact of green credit on firms' green investment efficiency: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 79(C).
- Aggelopoulos, Eleftherios & Georgopoulos, Antonios, 2017. "Bank branch efficiency under environmental change: A bootstrap DEA on monthly profit and loss accounting statements of Greek retail branches," European Journal of Operational Research, Elsevier, vol. 261(3), pages 1170-1188.
- Wang, Ke & Huang, Wei & Wu, Jie & Liu, Ying-Nan, 2014.
"Efficiency measures of the Chinese commercial banking system using an additive two-stage DEA,"
Omega, Elsevier, vol. 44(C), pages 5-20.
- Ke Wang & Wei Huang & Jie Wu & Ying-Nan Liu, 2014. "Efficiency measures of the Chinese commercial banking system using an additive two-stage DEA," CEEP-BIT Working Papers 68, Center for Energy and Environmental Policy Research (CEEP), Beijing Institute of Technology.
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Keywords
Green credit; Multi-period leader-follower model; Preference; Efficiency evaluation; Commercial banks;All these keywords.
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