EFFICIENCY ANALYSIS OF ESG BANKS BEFORE, DURING, AND AFTER COVID-19 USING DATA ENVELOPMENT ANALYSIS APPROACH

Mario Rosario Wisnu Aji, Elizabeth Fiesta Clara Shinta Budiyono, Yohanes Mario Pratama

Abstract

The increasing awareness of sustainable practices in the banking sector raises the question of whether such practices have been implemented efficiently in the context of responding to crises before, during, and after the COVID-19 pandemic. This study aims to analyze the efficiency level of banks included in the SRI-KEHATI Index before, during, and after the COVID-19 pandemic. This study employs a quantitative approach using Data Envelopment Analysis (DEA). The data were obtained from the annual reports and sustainability reports of the sampled banks. The findings show that in 2019, BRI had not yet achieved optimal efficiency. In 2020, all banks listed in the SRI-KEHATI Index demonstrated efficient performance. However, inefficiency reappeared in 2021 in BRI and NISP. These findings indicate that the efficiency of ESG-oriented banks changed across the pre-pandemic, pandemic, and post-pandemic periods. The inefficiency observed in 2021 suggests that post-pandemic efficiency recovery was not evenly experienced by all banks. This study indicates the need to strengthen ESG practices alongside efficient resource management. The findings may provide insights for banks and policymakers in promoting more efficient sustainable banking practices.

Keywords

banking; covid-19; DEA; ESG; SRI-KEHATI

Full Text:

PDF

References

Abdullah, D., Meilyana, Kahar, M. S., Bunyamin, & Erliana, C. I. (2020). Penerapan Metode Data Envelopment Analysis Untuk Pengukuran Efisiensi Kinerja Pendidikan Sekolah Menengah Atas Negeri. In Seva Bumi Persada.

Abidin, Z., Prabantarikso, R. M., Wardhani, R. A., & Endri, E. (2021). Analysis of Bank Efficiency Between Conventional Banks and Regional Development Banks in Indonesia. Journal of Asian Finance, Economics and Business, 8(1), 741–750. https://doi.org/10.13106/jafeb.2021.vol8.no1.741

Aditama, F. W. (2022). Analisis Pengaruh Environment, Social, Governance (Esg) Score Terhadap Return Saham Yang Terdaftar Di Index Idx30. Contemporary Studies in Economic, Finance and Banking, 1(4), 592–602. http://dx.doi.org/10.21776/csefb.2022.01.4.05.

Al-Farisi, A. S., & Hendrawan, R. (2010). Measuring Efficiency as Intermediation Approach Between Conventional and Sharia Banks in Indonesia. Jurnal Keuangan Dan Perbankan, 14(3), 501–508.

Al-Farisi, A. S., & Hendrawan, R. (2012). Effect of capital structure on banks performance: A profit efficiency approach Islamic and Conventional Banks case in Indonesia. International Research Journal of Finance and Economics, 86(July 2011), 6–19. https://doi.org/10.2139/ssrn.1895211

Alareeni, B. A., & Hamdan, A. (2020). ESG impact on performance of US S&P 500-listed firms. Corporate Governance (Bingley), 20(7), 1409–1428. https://doi.org/10.1108/CG-06-2020-0258

Altunbas, Y., Evans, L., & Molyneux, P. (2001). Bank Ownership and Efficiency. Journal of Money, Credit and Banking, 33(4), 926. https://doi.org/10.2307/2673929

Banker, R. D., Charnes, A., & Cooper, W. W. (1984). Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis. Management Science, 30(September), 1078–1092. https://iiif.library.cmu.edu/file/Cooper_box00018_fld00023_bdl0001_doc0001/Cooper_box00018_fld00023_bdl0001_doc0001.pdf

Barman, N. (2025). Beyond Goodwill: Examining The Corporate Social Responsibility-Operational Efficiency Nexus in The Context of Sustainable Banking. Corporate Governance and Sustainability Review, 9(3), 287–296. https://doi.org/10.22495/cgsrv9i3sip9

Bos, J. W. B. (2006). Is There A Single Frontier in A Single European Banking Market? (Issue 701).

Buallay, A. (2019). Management of Environmental Quality: An International Journal Is sustainability reporting (ESG) associated with performance? Evidence from the European banking sector. Management of Environmental Quality: An International Journal, 30(1), 98–115. https://doi.org/10.1108/MEQ-12-2017-0149

Charnes, A., Cooper, W. W., & Rhodes, E. (1978). Measuring the efficiency of decision making units. European Journal of Operational Research, 2, 429–444. https://www.sciencedirect.com/science/article/abs/pii/0377221778901388

Fathony, M. (2013). Analisis efisiensi perbankan nasional berdasarkan ukuran bank: pendekatan Data Envelopment Analysis. Finance and Banking Journal, 15(1), 54–67.

Fatihah, A. Al. (2020). Analisis Efisiensi Efektivitas Penerimaan Pajak Daerah dan Retribusi Daerah Dalam Rangka Optimalisasi Penerimaan Pendapatan Asli Daerah Kabupaten Hulu Sungai Selatan (Periode 2009 sampai dengan 2018). JIEP: Jurnal Ilmu Ekonomi Dan Pembangunan, 3(1), 181–199. https://jiep.ulm.ac.id/index.php/jiep/article/view/2471/342

Fitriani, M. N., & Saipudin. (2019). Analisis Efisiensi dan Efektivitas Pengelolaan Anggaran Dana Desa Di Desa Tambak Bitin Kabupaten Hulu Sungai Selatan Tahun 2016-2017. JIEP: Jurnal Ilmu Ekonomi Dan Pembangunan, 2(3), 566–575. https://jiep.ulm.ac.id/index.php/jiep/article/view/2160/61

Fungáčová, Z., Hasan, I., & Weill, L. (2019). Trust in Banks. Journal of Economic Behavior and Organization, 452–476. https://www.accenture.com/gb-en/company-news-release-trust-banks-customer-risk

Golany, B., & Roll, Y. (1989). An application procedure of DEA. Omega, 17(3), 237–250.

Harsanico, A. B., & Sugiyanto, F. (2023). Macroeconomic Factors & Asset Portfolio Theory in IDX30: Stock Returns 2013-2020. Jurnal Ilmu Ekonomi Dan Pembangunan, 23(1), 34–43. https://doi.org/http://dx.doi.org/10.20961/jiep.v23i1.57785

Helwa, L. A. F., & Rima, H. (2024). Efficiency of Health Expenditure in Organization of Islamic Cooperation (OIC) Countries: A Data Envelopment Analysis Approach. Jurnal Ilmu Ekonomi Dan Pembangunan, 24(2), 99–110. https://doi.org/http://dx.doi.org/10.20961/jiep.v24i2.93080

Hendrawan, R., & Suryanto, D. (2019). Assessing Bank ’ s Efficiency in Indonesia Using Data Envelopment Analysis ( DEA ). TEST Engineering & Management, 81(May), 2755–2763.

Henisz, W., Koller, T., & Nuttall, R. (2019). Five ways that ESG creates value. McKinsey Quarterly, November, 1–12.

Huang, H.-L., Liang, L.-W., & Chu, Y.-C. S. (2022). The Impact of Corporate Social Responsibility and Corporate Governance on Bank Efficiency. Comparative Analysis of Consolidated and Non-Consolidated Banks. Institute for Economic Forecasting, 25(3), 105–127.

Iazzolino, G., Bruni, M. E., Veltri, S., & Baldissarro, G. (2023). The impact of ESG factors on financial efficiency : An empirical analysis for the selection of sustainable firm portfolios. Corporate Social Responsibility and Environmental Management, 30(4), 1917–1927. https://doi.org/10.1002/csr.2463

Indonesia Stock Exchange. (2021). Annual Report 2020 Digital Capabilities to Advance Further. 1–434. https://idx.co.id/media/9969/2020.pdf

International Association for Public Participation Indonesia. (2022). Situasi dan Tantangan Perjalanan ESG di Indonesia. https://iap2.or.id/situasi-dan-tantangan-perjalanan-esg-di-indonesia/

Israwan, L. F., Surarso, B., & Frikhin, F. (2016). Implementasi Model CCR Data Envelopment Analysis (DEA) Pada Pengukuran Efisiensi Keuangan Daerah. Jurnal Sistem Informasi Bisnis, 6(1), 76. https://doi.org/10.21456/vol6iss1pp76-83

Kartika, F., Dermawan, A., & Hudaya, F. (2023). Pengungkapan environmental, social, governance (ESG) dalam meningkatkan nilai perusahaan publik di Bursa Efek Indonesia. SOSIOHUMANIORA: Jurnal Ilmiah Ilmu Sosial Dan Humaniora, 9(1), 29–39. https://doi.org/10.30738/sosio.v9i1.14014

Linarelli, J., Schwarcz, S. L., & Tirado, I. (2021). Financial Inclusion, Access to Credit, and Sustainable Finance. Law and Contemporary Problems, 84(1), 1–15.

Marsondang, A., Purwanto, B., & Mulyati, H. (2019). Pengukuran Efisiensi Serta Analisis Faktor Internal dan Eksternal Bank yang Memengaruhinya. Jurnal Manajemen Dan Organisasi (JMO), 10(1), 48–62.

Melinda, A., & Wardhani, R. (2020). the Effect of Environmental, Social, Governance, and Controversies on Firms’ Value: Evidence From Asia. International Symposia in Economic Theory and Econometrics, 27(June 2020), 147–173. https://doi.org/10.1108/S1571-038620200000027011

Muarief, R. (2019). Analysis of Commercial Bank Efficiency in Indonesia using Data Envelopment Analysis (DEA) Method as Banking Performance Consideration. International Journal of Mechanical Engineering and Technology, 10(2), 688–696.

Ng, T. H., Lye, C. T., Chan, K. H., Lim, Y. Z., & Lim, Y. S. (2020). Sustainability in Asia: The Roles of Financial Development in Environmental, Social and Governance (ESG) Performance. Social Indicators Research, 150(1), 17–44. https://doi.org/10.1007/s11205-020-02288-w

Nurhalida, S., & Shofwan. (2023). Peran Environmental, Social, and Governance (ESG) terhadap Profitabilitas di Sektor Perbankan Indonesia. Contemporary Studies in Economic, Finance, and Banking, 2(1), 13–25.

Octrina, F., & Hanif, A. F. (2024). Driving Bank Efficiency with Corporate Social Responsibility. Proceedings of the International Conference on Sustainable Collaboration in Business, Technology, Information, and Innovation (SCBTII 2024), Advances in Economics, Business, and Management Research, Scbtii. https://doi.org/10.2991/978-94-6463-558-4

Ouenniche, J., & Carrales, S. (2018). Assessing efficiency profiles of UK commercial banks: a DEA analysis with regression-based feedback. Annals of Operations Research, 266(1), 551–587. https://doi.org/10.1007/s10479-018-2797-z

Rambe, I. H., & Syahputra, M. R. (2017). Aplikasi Data Envelopment Analysis (DEA) Untuk Pengukuran Efisiensi Aktivitas Produksi. Journal of Mathematics Education and Science, 2(2), 38–43. https://jurnal.uisu.ac.id/index.php/mesuisu/article/view/129

Riani, D., & Hendrawan, S. (2020). Data Envelopment Analysis (Dea): Perbandingan Efisiensi Bank Syariah Dan Bank Konvensional Periode 2014-2018. Neraca Keuangan : Jurnal Ilmiah Akuntansi Dan Keuangan, 15(2), 25. https://doi.org/10.32832/neraca.v15i2.3498

Riani, D., & Maulani, D. (2019). Determinants of banking efficiency for commercial banks in Indonesia: Two-Stage Data Envelopment Analysis. Integrated Journal of Business and Economics, 13(2), 258–265. https://doi.org/10.5709/ce.1897-9254.308

Sari, S., Ajija, S. R., Wasiaturrahma, W., & Ahmad, R. A. R. (2022). The Efficiency of Indonesian Commercial Banks: Does the Banking Industry Competition Matter? Sustainability (Switzerland), 14(17), 1–16. https://doi.org/10.3390/su141710995

Satrio, K. B., & Wijaya, E. (2017). Technical Efficiency Analysis at BUKU 1 Banks in Indonesia Using the Data Envelopment Analysis ( DEA ) Method Period 2016 – 2017. Jurnal Ilmu Manajemen Dan Ekonomika, 4309, 37–50. https://journal.ibs.ac.id/index.php/jime/article/view/361/345

Siemroth, C., & Hornuf, L. (2023). Why Do Retail Investors Pick Green Investments? A Lab-in-the-Field Experiment with Crowdfunders. Journal of Economic Behavior and Organization, 209, 74–90. https://doi.org/10.1016/j.jebo.2023.02.023

Syairozi, M. I., Rafikah. Noer, & Handayati, R. (2017). Analisis Efisiensi Perbankan Syariah (Unit Usaha Syariah) Indonesia Periode 2013-2015: Pendekatan Dea (Data Envelopment Analysis). Economic: Journal of Economic and Islamic Law, 8(2), 93–103.

Syaputra, R., & Abidin, Z. (2022). Performance Analysis Of Regional Development Efficiency Banks In Indonesia Using Data Envelopment Analysis (DEA) Approach. American International Journal of Business Management (AIJBM), 5(01), 134–140.

Wong, W. P., & Deng, Q. (2016). Efficiency analysis of banks in ASEAN countries. Benchmarking: An International Journal, 23(7), 1798–1817. https://doi.org/10.1108/BIJ-11-2013-0102

Zhu, J. (2014). Quantitative Models for Performance Evaluation and Benchmarking - Data Envelopment Analysis with Spreadsheets. In International Series in Operations Research and Management Science (Third edit, Vol. 213). Springer. https://doi.org/10.1007/978-3-319-06647-9_19

Refbacks

  • There are currently no refbacks.