IDEAS home Printed from https://ideas.repec.org/a/wly/ijfiec/v27y2022i3p3754-3772.html
   My bibliography  Save this article

Modelling sustainability efficiency in banking

Author

Listed:
  • Yong Tan
  • Mike G. Tsionas

Abstract

We significantly contribute to the empirical literature by investigating sustainability efficiency in the banking industry and decompose it into internal sustainability and external sustainability in an explicit manner. We fill in the gap of the literature by considering internal sustainability from two perspectives which are banking stability and economic performance. We also extend the current studies by including both banks' social contributions (contributions to the society and the company development) and environmental responsibility to the estimation of external sustainability. Finally, we fill in the gap of the literature by estimating the determinants of bank sustainability efficiency. The findings from the output distance function and the panel vector autoregressive model show that the sustainability efficiency level in the Chinese banking industry (2007–2017) ranges from 0.45 to 0.75 (maximum sustainability efficiency score is 1 and minimum sustainability efficiency score is 0). There is a larger difference in terms of external sustainability efficiency in the sample, while stability is still one of the most serious issues, as reflected by the low stability efficiency score compared to other efficiency concepts. The results also show that internal sustainability efficiency is significantly affected by the firm specific determinants, business environment determinants and economic environment determinants.

Suggested Citation

  • Yong Tan & Mike G. Tsionas, 2022. "Modelling sustainability efficiency in banking," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 27(3), pages 3754-3772, July.
    • Handle: RePEc:wly:ijfiec:v:27:y:2022:i:3:p:3754-3772
    DOI: 10.1002/ijfe.2349
    as

    Download full text from publisher

    File URL: https://doi.org/10.1002/ijfe.2349
    Download Restriction: no
    File URL: https://libkey.io/10.1002/ijfe.2349?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Chen, Chialin & Zhu, Joe & Yu, Jiun-Yu & Noori, Hamid, 2012. "A new methodology for evaluating sustainable product design performance with two-stage network data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 221(2), pages 348-359.
    2. Matthews, Kent, 2013. "Risk management and managerial efficiency in Chinese banks: A network DEA framework," Omega, Elsevier, vol. 41(2), pages 207-215.
    3. Lukas, Elmar & Welling, Andreas, 2014. "Timing and eco(nomic) efficiency of climate-friendly investments in supply chains," European Journal of Operational Research, Elsevier, vol. 233(2), pages 448-457.
    4. Geweke, John & Amisano, Gianni, 2010. "Comparing and evaluating Bayesian predictive distributions of asset returns," International Journal of Forecasting, Elsevier, vol. 26(2), pages 216-230, April.
    5. Avkiran, Necmi K., 2011. "Association of DEA super-efficiency estimates with financial ratios: Investigating the case for Chinese banks," Omega, Elsevier, vol. 39(3), pages 323-334, June.
    6. Berger, Allen N. & DeYoung, Robert, 1997. "Problem loans and cost efficiency in commercial banks," Journal of Banking & Finance, Elsevier, vol. 21(6), pages 849-870, June.
    7. García-Herrero, Alicia & Gavilá, Sergio & Santabárbara, Daniel, 2009. "What explains the low profitability of Chinese banks?," Journal of Banking & Finance, Elsevier, vol. 33(11), pages 2080-2092, November.
    8. Liang, Qi & Xu, Pisun & Jiraporn, Pornsit, 2013. "Board characteristics and Chinese bank performance," Journal of Banking & Finance, Elsevier, vol. 37(8), pages 2953-2968.
    9. Tan, Yong & Floros, Christos, 2013. "Risk, capital and efficiency in Chinese banking," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 26(C), pages 378-393.
    10. Francesca Pampurini & Anna Grazia Quaranta, 2018. "Sustainability and Efficiency of the European Banking Market after the Global Crisis: The Impact of Some Strategic Choices," Sustainability, MDPI, vol. 10(7), pages 1-16, June.
    11. Leire San-Jose & Jose Luis Retolaza & Eric Lamarque, 2018. "The Social Efficiency for Sustainability: European Cooperative Banking Analysis," Sustainability, MDPI, vol. 10(9), pages 1-21, September.
    12. Gong, Yeming & Liu, Jiawen & Zhu, Joe, 2019. "When to increase firms’ sustainable operations for efficiency? A data envelopment analysis in the retailing industry," European Journal of Operational Research, Elsevier, vol. 277(3), pages 1010-1026.
    13. Daniel Gaitán-Cremaschi & Frits K. Van Evert & Don M. Jansen & Miranda P. M. Meuwissen & Alfons G. J. M. Oude Lansink, 2018. "Assessing the Sustainability Performance of Coffee Farms in Vietnam: A Social Profit Inefficiency Approach," Sustainability, MDPI, vol. 10(11), pages 1-23, November.
    14. Robert G. Eccles & Ioannis Ioannou & George Serafeim, 2014. "The Impact of Corporate Sustainability on Organizational Processes and Performance," Management Science, INFORMS, vol. 60(11), pages 2835-2857, November.
    15. Zhu, Weiwei & Yu, Yu & Sun, Panpan, 2018. "Data envelopment analysis cross-like efficiency model for non-homogeneous decision-making units: The case of United States companies’ low-carbon investment to attain corporate sustainability," European Journal of Operational Research, Elsevier, vol. 269(1), pages 99-110.
    16. Sueyoshi, Toshiyuki & Goto, Mika, 2019. "The intermediate approach to sustainability enhancement and scale-related measures in environmental assessment," European Journal of Operational Research, Elsevier, vol. 276(2), pages 744-756.
    17. Tan, Yong & Anchor, John, 2017. "The impacts of risk-taking behaviour and competition on technical efficiency: Evidence from the Chinese banking industry," Research in International Business and Finance, Elsevier, vol. 41(C), pages 90-104.
    18. 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.
    19. Yeming Gong & Jiawen Liu & Joe Zhu, 2019. "When to increase firms’ sustainable operations for efficiency? A data envelopment analysis in the retailing industry," Post-Print hal-02312352, HAL.
    20. Zakaria Ali Aribi & Thankom Arun, 2015. "Corporate Social Responsibility and Islamic Financial Institutions (IFIs): Management Perceptions from IFIs in Bahrain," Journal of Business Ethics, Springer, vol. 129(4), pages 785-794, July.
    21. Zhou, Xiaoyang & Xu, Zhongwen & Chai, Jian & Yao, Liming & Wang, Shouyang & Lev, Benjamin, 2019. "Efficiency evaluation for banking systems under uncertainty: A multi-period three-stage DEA model," Omega, Elsevier, vol. 85(C), pages 68-82.
    22. Yong Tan & Christos Floros, 2012. "Bank profitability and inflation: the case of China," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 39(6), pages 675-696, October.
    23. Zhao, Linlin & Zha, Yong & Zhuang, Yuliang & Liang, Liang, 2019. "Data envelopment analysis for sustainability evaluation in China: Tackling the economic, environmental, and social dimensions," European Journal of Operational Research, Elsevier, vol. 275(3), pages 1083-1095.
    24. Floridi, Matteo & Pagni, Simone & Falorni, Simone & Luzzati, Tommaso, 2011. "An exercise in composite indicators construction: Assessing the sustainability of Italian regions," Ecological Economics, Elsevier, vol. 70(8), pages 1440-1447, June.
    25. Sahoo, Biresh K. & Luptacik, Mikulas & Mahlberg, Bernhard, 2011. "Alternative measures of environmental technology structure in DEA: An application," European Journal of Operational Research, Elsevier, vol. 215(3), pages 750-762, December.
    26. Tan, Yong & Floros, Christos, 2018. "Risk, competition and efficiency in banking: Evidence from China," Global Finance Journal, Elsevier, vol. 35(C), pages 223-236.
    27. Bert Scholtens, 2009. "Corporate Social Responsibility in the International Banking Industry," Journal of Business Ethics, Springer, vol. 86(2), pages 159-175, May.
    28. Spangenberg, Joachim H. & Omann, Ines & Hinterberger, Friedrich, 2002. "Sustainable growth criteria: Minimum benchmarks and scenarios for employment and the environment," Ecological Economics, Elsevier, vol. 42(3), pages 429-443, September.
    29. Tan, Yong, 2017. "The impacts of competition and shadow banking on profitability: Evidence from the Chinese banking industry," The North American Journal of Economics and Finance, Elsevier, vol. 42(C), pages 89-106.
    30. Mahlberg, Bernhard & Luptacik, Mikulas, 2014. "Eco-efficiency and eco-productivity change over time in a multisectoral economic system," European Journal of Operational Research, Elsevier, vol. 234(3), pages 885-897.
    31. Rakesh Raut & Naoufel Cheikhrouhou & Manoj Kharat, 2017. "Sustainability in The Banking Industry: A Strategic Multi‐Criterion Analysis," Business Strategy and the Environment, Wiley Blackwell, vol. 26(4), pages 550-568, May.
    32. Bazhanov, Andrei V., 2015. "Inefficiency and sustainability," Resources Policy, Elsevier, vol. 45(C), pages 210-216.
    33. Tan, Yong, 2016. "The impacts of risk and competition on bank profitability in China," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 40(C), pages 85-110.
    34. Nicola Dempsey & Glen Bramley & Sinéad Power & Caroline Brown, 2011. "The social dimension of sustainable development: Defining urban social sustainability," Sustainable Development, John Wiley & Sons, Ltd., vol. 19(5), pages 289-300, September.
    35. Fatemi, Ali M. & Fooladi, Iraj J., 2013. "Sustainable finance: A new paradigm," Global Finance Journal, Elsevier, vol. 24(2), pages 101-113.
    36. Sufian, Fadzlan, 2009. "Determinants of bank efficiency during unstable macroeconomic environment: Empirical evidence from Malaysia," Research in International Business and Finance, Elsevier, vol. 23(1), pages 54-77, January.
    37. Radulescu, Marius & Radulescu, Sorin & Radulescu, Constanta Zoie, 2009. "Sustainable production technologies which take into account environmental constraints," European Journal of Operational Research, Elsevier, vol. 193(3), pages 730-740, March.
    38. Lin, Xiaochi & Zhang, Yi, 2009. "Bank ownership reform and bank performance in China," Journal of Banking & Finance, Elsevier, vol. 33(1), pages 20-29, January.
    39. Umpfenbach, Edward Lawrence & Dalkiran, Evrim & Chinnam, Ratna Babu & Murat, Alper Ekrem, 2018. "Promoting sustainability of automotive products through strategic assortment planning," European Journal of Operational Research, Elsevier, vol. 269(1), pages 272-285.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Helu Xiao & Na Wang & Shanping Wang, 2023. "Dynamic sustainability assessment of poverty alleviation in China: evidence from both novel non-convex global two-stage DEA and Malmquist productivity index," Operational Research, Springer, vol. 23(2), pages 1-40, June.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Hirofumi Fukuyama & Yong Tan, 2022. "Deconstructing three‐stage overall efficiency into input, output and stability efficiency components with consideration of market power and loan loss provision: An application to Chinese banks," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 27(1), pages 953-974, January.
    2. Jorge Antunes & Abdollah Hadi-Vencheh & Ali Jamshidi & Yong Tan & Peter Wanke, 2022. "Bank efficiency estimation in China: DEA-RENNA approach," Annals of Operations Research, Springer, vol. 315(2), pages 1373-1398, August.
    3. Yong Tan & Peter Wanke & Jorge Antunes & Ali Emrouznejad, 2021. "Unveiling endogeneity between competition and efficiency in Chinese banks: a two-stage network DEA and regression analysis," Annals of Operations Research, Springer, vol. 306(1), pages 131-171, November.
    4. Fukuyama, Hirofumi & Tan, Yong, 2022. "Implementing strategic disposability for performance evaluation: Innovation, stability, profitability and corporate social responsibility in Chinese banking," European Journal of Operational Research, Elsevier, vol. 296(2), pages 652-668.
    5. Tan, Yong & Anchor, John, 2017. "The impacts of risk-taking behaviour and competition on technical efficiency: Evidence from the Chinese banking industry," Research in International Business and Finance, Elsevier, vol. 41(C), pages 90-104.
    6. Hirofumi Fukuyama & Yong Tan, 2021. "Corporate social behaviour: Is it good for efficiency in the Chinese banking industry?," Annals of Operations Research, Springer, vol. 306(1), pages 383-413, November.
    7. Nicholas Addai Boamah & Emmanuel Opoku & Kingsley Opoku Appiah, 2022. "Efficiency, foreign banks presence, competition and risk exposure of banks in middle-income economies," SN Business & Economics, Springer, vol. 2(8), pages 1-21, August.
    8. Zhang, Dayong & Cai, Jing & Dickinson, David G. & Kutan, Ali M., 2016. "Non-performing loans, moral hazard and regulation of the Chinese commercial banking system," Journal of Banking & Finance, Elsevier, vol. 63(C), pages 48-60.
    9. Partovi, Elmira & Matousek, Roman, 2019. "Bank efficiency and non-performing loans: Evidence from Turkey," Research in International Business and Finance, Elsevier, vol. 48(C), pages 287-309.
    10. Zhenni Yang & Christopher Gan & Zhaohua Li, 2019. "Role of Bank Regulation on Bank Performance: Evidence from Asia-Pacific Commercial Banks," JRFM, MDPI, vol. 12(3), pages 1-25, August.
    11. Fang, Jianchun & Lau, Chi-Keung Marco & Lu, Zhou & Tan, Yong & Zhang, Hua, 2019. "Bank performance in China: A Perspective from Bank efficiency, risk-taking and market competition," Pacific-Basin Finance Journal, Elsevier, vol. 56(C), pages 290-309.
    12. Christopoulos, Apostolos G. & Dokas, Ioannis G. & Katsimardou, Sofia & Spyromitros, Eleftherios, 2020. "Assessing banking sectors’ efficiency of financially troubled Eurozone countries," Research in International Business and Finance, Elsevier, vol. 52(C).
    13. Xiaohong Liu & Feng Yang & Jie Wu, 2020. "DEA considering technological heterogeneity and intermediate output target setting: the performance analysis of Chinese commercial banks," Annals of Operations Research, Springer, vol. 291(1), pages 605-626, August.
    14. Yong Tan, 2018. "The Impacts of Competition and Risk on Profitability in Chinese Banking: Evidence from Boone Indicator and Stability Inefficiency," Annals of Economics and Finance, Society for AEF, vol. 19(2), pages 523-554, November.
    15. Nisar Ahmad & Amjad Naveed & Shabbir Ahmad & Irfan Butt, 2020. "Banking Sector Performance, Profitability, And Efficiency: A Citation‐Based Systematic Literature Review," Journal of Economic Surveys, Wiley Blackwell, vol. 34(1), pages 185-218, February.
    16. El Moussawi, Chawki & Mansour, Rana, 2022. "Competition, cost efficiency and stability of banks in the MENA region," The Quarterly Review of Economics and Finance, Elsevier, vol. 84(C), pages 143-170.
    17. Xie, Qiwei & Xu, Qifan & Chen, Lifan & Jin, Xi & Li, Siqi & Li, Yongjun, 2022. "Efficiency evaluation of China's listed commercial banks based on a multi-period leader-follower model," Omega, Elsevier, vol. 110(C).
    18. Braham, Rihem & de Peretti, Christian & Belkacem, Lotfi, 2020. "The role of political patronage in the risk-taking behaviour of banks in the Middle East and North Africa," Research in International Business and Finance, Elsevier, vol. 53(C).
    19. Hu, May & Zhang, Jing & Chao, Chichur, 2019. "Regional financial efficiency and its non-linear effects on economic growth in China," International Review of Economics & Finance, Elsevier, vol. 59(C), pages 193-206.
    20. Carlos Barros & Hidemichi Fujii & Shunsuke Managi, 2015. "How scale and ownership are related to financial performance? A productivity analysis of the Chinese banking sector," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 4(1), pages 1-14, December.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:wly:ijfiec:v:27:y:2022:i:3:p:3754-3772. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Wiley Content Delivery (email available below). General contact details of provider: http://www.interscience.wiley.com/jpages/1076-9307/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.