Pengaruh Transformasi Digital Terhadap Kinerja Keuangan Melalui Efisiensi Operasional Pada Perbankan Periode 2015-2024

Authors

  • Quinasa Rama Herlanlam Universitas Negeri Jakarta Author
  • Gatot Nazir Ahmad Universitas Negeri Jakarta Author
  • Ryna Parlyna Universitas Negeri Jakarta Author

DOI:

https://doi.org/10.63822/7y1ab664

Keywords:

digital transformation, operational efficiency, financial performance, banking, resource-based view

Abstract

This study aims to analyze the effect of digital transformation on financial performance, with operational efficiency as a mediating variable, in the Indonesian banking sector. The background of this study is based on the massive adoption of digital technology in the banking industry, which requires significant capital investment, potentially having a dual impact in the form of increased revenue and pressure on banks' operating expenses. This study uses a quantitative approach with a panel data regression method to estimate the relationship between variables. The study population includes commercial banks listed on the Indonesia Stock Exchange, with samples drawn using a purposive sampling technique during the 2015–2024 period, resulting in data from 25 banks that meet the criteria. The analysis technique involves selecting the best model through the Chow and Hausman test, the classical assumption test, and the Sobel test for mediation. The results show that digital transformation has a positive effect on operating expenses and also has a significant positive and direct effect on financial performance. Operational efficiency has been shown to have a significant negative effect on financial performance. Furthermore, operational efficiency plays a significant role as a mediating variable in the relationship between digital transformation and financial performance, with a negative indirect effect. These findings confirm that while digital transformation is a strategic asset capable of boosting revenue according to the Resource-Based View theory, its success in increasing profitability depends heavily on management's ability to efficiently control investment costs.

References

Anabel, S., & Hidayat, T. (2025). The Effect of Digital Transformation on Bank Financial Performance with Fee Based Income as an Intervening Variable in Commercial Banks Listed on the IDX in the 2020-2023 Period. Jurnal Ekonomi, Manajemen, Dan Perbankan, 11(1).

Anton, Bela, Y., Splendid, J. H. K., Lestari, H. S., & Leon, F. M. (2024). Factors Influencing The Digital Transformation Of Non-Financial Companies. Jurnal Ekonomi, 29(3), 401–420. https://doi.org/10.24912/je.v29i3.2388

Baffour Gyau, E., Appiah, M., Gyamfi, B. A., Achie, T., & Naeem, M. A. (2024). Transforming banking: Examining the role of AI technology innovation in boosting banks financial performance. International Review of Financial Analysis, 96, 103700. https://doi.org/10.1016/j.irfa.2024.103700

Basuki, A. T. (2021). Analisis Data Panel Dalam Penelitian Ekonomi dan Bisnis (Dilengkapi Dengan Penggunaan EVIEWS). Katalog Dalam Terbitan (KDT).

Basuki, A. T., & Prawoto, N. (2016). Analisis Regresi dalam Penelitian Ekonomi & Bisnis (Dilengkapi Aplikasi SPSS & EVIEWS). Rajawali Pers.

Bueno, L. A., Sigahi, T. F. A. C., Rampasso, I. S., Leal Filho, W., & Anholon, R. (2024). Impacts of digitization on operational efficiency in the banking sector: Thematic analysis and research agenda proposal. International Journal of Information Management Data Insights, 4(1), 100230. https://doi.org/10.1016/j.jjimei.2024.100230

Chao, N., Zhou, Y., & Yang, H. (2024). How does digital transformation affect the profitability of rural commercial banks? Heliyon, 10(8), e29412. https://doi.org/10.1016/j.heliyon.2024.e29412

Chhaidar, A., Abdelhedi, M., & Abdelkafi, I. (2023). The Effect of Financial Technology Investment Level on European Banks’ Profitability. Journal of the Knowledge Economy, 14(3), 2959–2981. https://doi.org/10.1007/s13132-022-00992-1

Dewi, D. D., & Octrina, F. (2022). Pengaruh Era Digital Terhadap Kinerja Keuangan Perbankan BUMN Periode 2013-2020.

Do, T. D., Pham, H. A. T., Thalassinos, E. I., & Le, H. A. (2022). The Impact of Digital Transformation on Performance: Evidence from Vietnamese Commercial Banks. Journal of Risk and Financial Management, 15(1), 21. https://doi.org/10.3390/jrfm15010021

Dragomir, V. D. (2024). The Impact of Intangible Capital on Firm Profitability in the Technology and Healthcare Sectors. International Journal of Financial Studies, 12(1), 5. https://doi.org/10.3390/ijfs12010005

Du, Z., & Wang, Q. (2024). The power of financial support in accelerating digital transformation and corporate innovation in China: Evidence from banking and capital markets. Financial Innovation, 10(1), 76. https://doi.org/10.1186/s40854-023-00584-1

Elmahdy, A. H. A. M., Abdelkader, M. T. K. M., & Shaker, M. A. M. (2025). Bridging the nexus between Fintech, operational efficiency and banks profitability: The moderating role of bank size. Future Business Journal, 11(1), 62. https://doi.org/10.1186/s43093-025-00478-x

Fahmi, I. (2017). Analisis Laporan Keuangan. Alfabeta.

Ghozali, I. (2018). APLIKASI ANALISIS MULTIVARIATE Dengan Program IBM SPSS 25 Edisi 9. Badan Penerbit Universitas Diponegoro.

Ghozali, I., & Ratmono, D. (2017). Analisis Multivariat dan Ekonometrika: Teori, Konsep, dan Aplikasi dengan Eviews 10. Badan Penerbit Universitas Diponegoro.

Gumilang, R. R., Nugraha, N., Suryadi, E., Sari, M., & Heryana, T. (2025). Accounting Evaluation: Digital Transformation as Moderating Variable in Fintech, Green Finance, And Blue Finance Impact on Banking Financial Performance. Jurnal ASET (Akuntansi Riset).

Guo, L., & Xu, L. (2021). The Effects of Digital Transformation on Firm Performance: Evidence from China’s Manufacturing Sector. Sustainability, 13(22), 12844. https://doi.org/10.3390/su132212844

Hutabarat, F. (2020). Analisis Kinerja Keuangan Perusahaan. Penerbit Desanta Muliavisitama.

Jaya, A., Kuswandi, S., Prasetyandari, C. W., Baidlowi, I., Mardiana, Ardana, Y., Sunandes, A., Nurlina, Palnus, & Muchsidin, M. (2023). Manajemen Keuangan. PT Global Eksekutif Teknologi.

Kasmir. (2019). Analisis Laporan Keuangan. PT Raja Grafindo Persada.

Lantip, S. M. (2023). PENGARUH TRANSFORMASI DIGITAL TERHADAP KINERJA KEUANGAN DENGAN UKURAN PERUSAHAAN SEBAGAI VARIABEL MODERASI. Diponegoro Journal of Accounting, 12(4), 1–11.

Liu, H., Zhu, J., & Cheng, H. (2024). Enterprise digital transformation’s impact on stock liquidity: A corporate governance perspective. PLOS ONE, 19(3), e0293818. https://doi.org/10.1371/journal.pone.0293818

Liu, T., & Qi, J. (2024). The Mechanism of Enterprise Digital Transformation on Resilience from the Perspective of Financial Sustainability. Sustainability, 16(17), 7409. https://doi.org/10.3390/su16177409

Napitupulu, R. B., Simanjuntak, T. P., Hutabarat, L., Damanik, H., Harianja, H., Sirait, R. T. M., & Tobing, C. E. R. L. (2021). Penelitian Bisnis, Teknik dan Analisa dengan SPSS-STATA-EVIEWS. Madenatera.

Nguyen-Thi-Huong, L., Nguyen-Viet, H., Nguyen-Phuong, A., & Van Nguyen, D. (2023). How does digital transformation impact bank performance? Cogent Economics & Finance, 11(1), 2217582. https://doi.org/10.1080/23322039.2023.2217582

Pratiningsih, L., & Wardhani, N. K. (2024). DIGITAL TRANSFORMATION AND BANK PERFORMANCE. International Journal of Accounting, Management, Economics and Social Sciences (IJAMESC), 2(6), 1979–1993. https://doi.org/10.61990/ijamesc.v2i6.336

Putra, M. A. (2022). Impact of Digital Transformation and Big Data Analytic Capabilities of The Indonesian Bank Profitability. Journal of Economics, Business, & Accountancy Ventura, 25(2), 135–144. https://doi.org/10.14414/jebav.v25i2.3121

Sekaran, U., & Bougie, R. (2016). Research methods for business: A skill-building approach (Seventh edition). John Wiley & Sons.

Siswanti, I., Riyadh, H. A., Cahaya, Y. F., Prowanta, E., & Beshr, B. A. H. (2024). Unlocking sustainability: Exploring the nexus of green banking, digital transformation, and financial performance with foreign ownership moderation. Discover Sustainability, 5(1), 379. https://doi.org/10.1007/s43621-024-00597-5

Subagyo, E. (2025). Metode Penelitian Kuantitatif. Penerbit Widina Media Utama.

Sugiyono. (2017). Metode Penelitian Kuantitatif. ALFABETA.

Sugiyono. (2023). Metode Penelitian Kuantitatif, Kualitatif, dan R&D. ALFABETA.

Susilawati, S., & Nurulrahmatiah, N. (2021). Pengaruh Non-Performing Loan (NPL) dan Loan to Deposit Ratio (LDR) terhadap Return on Asset (ROA) dengan Net Interest Margin (NIM) sebagai Variabel Mediasi pada Bank BUMN yang Terdaftar di BEI. Jurnal Maksipreneur: Manajemen, Koperasi, dan Entrepreneurship, 11(1), 69. https://doi.org/10.30588/jmp.v11i1.833

Utami, A. M., & Septivani, M. D. (2023). The Role of Digital Banking in Leading Sustainable Economic Development. Telaah Bisnis, 24(2), 173. https://doi.org/10.35917/tb.v24i2.457

Wang, D., Shao, X., Song, Y., Shao, H., & Wang, L. (2023). The Effect of Digital Transformation on Manufacturing Enterprise Performance. Amfiteatru Economic, 25(63), 593. https://doi.org/10.24818/EA/2023/63/593

Wang, H., Cao, W., & Wang, F. (2022). Digital Transformation and Manufacturing Firm Performance: Evidence from China. Sustainability, 14(16), 10212. https://doi.org/10.3390/su141610212

Wang, Y., Wang, T., & Wang, Q. (2024). The impact of digital transformation on enterprise performance: An empirical analysis based on China’s manufacturing export enterprises. PLOS ONE, 19(3), e0299723. https://doi.org/10.1371/journal.pone.0299723

Xie, X., & Wang, S. (2023). Digital transformation of commercial banks in China: Measurement, progress and impact. China Economic Quarterly International, 3(1), 35–45. https://doi.org/10.1016/j.ceqi.2023.03.002

Xu, G., Li, G., Sun, P., & Peng, D. (2023). Inefficient investment and digital transformation: What is the role of financing constraints? Finance Research Letters, 51, 103429. https://doi.org/10.1016/j.frl.2022.103429

Xu, Y., Mohsein Bt Abdul Mohsin, A., & Yang, F. (2025). Market concentration, digital transformation, and bank credit risk in China: Evidence from GMM estimation. Humanities and Social Sciences Communications, 12(1), 990. https://doi.org/10.1057/s41599-025-05319-4

Yongjie, Z., & Shanyue, J. (2025). The Impact of Bank Digital Transformation on the Financial Performance of Commercial Banks. SAGE Open, 15(3), 21582440251365342. https://doi.org/10.1177/21582440251365342

Zareie, M., Attig, N., El Ghoul, S., & Fooladi, I. (2024). Firm digital transformation and corporate performance: The moderating effect of organizational capital. Finance Research Letters, 61, 105032. https://doi.org/10.1016/j.frl.2024.105032

Zheng, X., & Bu, Q. (2024). Enterprise ESG Performance, Digital Transformation, and Firm Performance: Evidence from China. Sage Open, 14(4). https://doi.org/10.1177/21582440241291680

Zou, L., Li, W., Wu, H., Liu, J., & Gao, P. (2024). Measuring Corporate Digital Transformation: Methodology, Indicators and Applications. Sustainability, 16(10). https://doi.org/10.3390/su16104087

Zuo, L., Strauss, J., & Zuo, L. (2021). The Digitalization Transformation of Commercial Banks and Its Impact on Sustainable Efficiency Improvements through Investment in Science and Technology. Sustainability, 13(19), 11028. https://doi.org/10.3390/su131911028

Published

2026-01-24

Issue

Section

Articles

How to Cite

Herlanlam, Q. R., Ahmad , G. N., & Parlyna, R. (2026). Pengaruh Transformasi Digital Terhadap Kinerja Keuangan Melalui Efisiensi Operasional Pada Perbankan Periode 2015-2024. Jejak Digital: Jurnal Ilmiah Multidisiplin, 2(1), 2233-2253. https://doi.org/10.63822/7y1ab664