Analisis Pengaruh Layanan Digital Perbankan terhadap Profitabilitas Bank Umum di Indonesia Tahun 2022-2024

Authors

  • Emila Agustina Universitas Islam Kalimantan Muhammad Arsyad Al Banjari
  • Purboyo Purboyo Universitas Islam Kalimantan Muhammad Arsyad Al Banjari
  • Zakky Zamrudi Universitas Islam Kalimantan Muhammad Arsyad Al Banjari

DOI:

https://doi.org/10.31004/riggs.v5i2.10465

Keywords:

Layanan Digital Perbankan, Intensitas Transaksi Digital, Nilai Transaksi Digital, Non-Performing Loan, Diversifikasi, Return on Assets, Profitabilitas Bank Umum

Abstract

Penelitian ini bertujuan untuk menganalisis pengaruh layanan digital perbankan terhadap profitabilitas bank umum di Indonesia pada periode 2022–2024. Variabel independen yang digunakan meliputi Intensitas Transaksi Digital Perbankan (X1), Nilai Transaksi Digital Perbankan (X2), Non-Performing Loan (X3), dan Diversifikasi Produk dan Layanan (X4), sedangkan variabel dependen adalah Return on Assets (ROA) sebagai proksi profitabilitas. Penelitian ini menggunakan pendekatan kuantitatif dengan jenis penelitian asosiatif kausal. Data yang digunakan adalah data sekunder berupa data agregat time series bulanan yang bersumber dari publikasi resmi Otoritas Jasa Keuangan (OJK) dan Bank Indonesia (BI) selama 36 bulan (Januari 2022 – Desember 2024). Teknik analisis data yang digunakan adalah regresi linier berganda yang dilengkapi dengan uji asumsi klasik meliputi uji normalitas, multikolinearitas, heteroskedastisitas, dan autokorelasi, serta uji hipotesis menggunakan uji t, uji F, dan koefisien determinasi (R²). Hasil penelitian menunjukkan bahwa Intensitas Transaksi Digital Perbankan berpengaruh positif dan signifikan terhadap ROA bank umum. Nilai Transaksi Digital Perbankan tidak berpengaruh signifikan terhadap ROA bank umum. Non-Performing Loan tidak berpengaruh signifikan terhadap ROA bank umum meskipun arah koefisiennya negatif dan mendekati batas signifikansi. Diversifikasi Produk dan Layanan berpengaruh negatif dan signifikan terhadap ROA bank umum. Secara simultan, seluruh variabel independen berpengaruh signifikan terhadap ROA dengan nilai F sebesar 15,412 dan nilai Adjusted R² sebesar 0,622, yang berarti model mampu menjelaskan 62,2% variasi profitabilitas bank umum

Downloads

Download data is not yet available.

References

1. Abubakar, A. (2014). Effect of Electronic Banking on the Performance of Deposit Money Banks in Nigeria. ANAN Journal of Accounting, 6(1), 33. https://doi.org/10.70518/ajoa.v13i1.03

2. Al-Eitan, G. N., & Bani-Khalid, T. O. (2019). Credit risk and financial performance of the jordanian commercial banks: A panel data analysis. Academy of Accounting and Financial Studies Journal, 23(5), 1–13.

3. Atasyadila, H., & Muchlis, M. (2024). Pengaruh Digital Banking Terhadap Profitabilitas Dan Efisiensi Operasional Perbankan. Journal of Accounting, Management and Islamic Economics, 2(2), 469–478. https://doi.org/10.35384/jamie.v2i2.619

4. Ayusaleha, A., & Laila, N. (2022). Diversifications , Bank Characteristics , and Profitability of Sharia Commercial Banks in Indonesia Diversifikasi , Bank Karakteristik , dan Profitabilitas Bank Umum Syariah di. 9(3), 299–309. https://doi.org/10.20473/vol9iss20223pp299-309

5. Beck, T., Chen, T., Lin, C., & & Song, F. M. (2016). Financial innovation: The bright and the dark sides. Journal of Banking and Finance, 72, 28–51. https://doi.org/https://doi.org/10.1016/j.jbankfin.2016.06.012

6. Beck, T., Degryse, H., & & Kneer, C. (2014). Is more finance better? Disentangling intermediation and size effects of financial systems. Journal of Financial Stability, 10, 50–64. https://doi.org/https://doi.org/10.1016/j.jfs.2013.03.005

7. Brigham, E. F., & Houston, J. F. (2007). Essential of Financial Management. Eleventh edition.

8. BUDI PONCO, S. (2008). ANALISIS PENGARUH CAR, NPL, BOPO, NIM DAN LDR TERHADAP ROA. Universitas Diponegoro.

9. DeYoung, R., Lang, W. W., & Nolle, D. L. (2007). How the Internet affects output and performance at community banks. Journal of Banking and Finance, 31(4), 1033–1060. https://doi.org/10.1016/j.jbankfin.2006.10.003

10. Deyoung, R., & Roland, K. P. (2001). Product Mix and Earnings Volatility at Commercial Banks: Evidence from a Degree of Total Leverage Model. In Journal of Financial Intermediation (Vol. 10, Number 1). https://doi.org/10.1006/jfin.2000.0305

11. Dietrich, A., & Wanzenried, G. (2011). Determinants of bank profitability before and during the crisis: Evidence from Switzerland. Journal of International Financial Markets, Institutions and Money, 21(3), 307–327. https://doi.org/10.1016/j.intfin.2010.11.002

12. Douglas W., H., D. and P., & Dybvig. (1983). Bank Runs, Deposit Insurance, and Liquidity. Journal of Political Economy, 91, 3. https://doi.org/https://doi.org/10.1086/261155

13. Edhi Satriyo Wibowo, M. S. (2013). ANALISIS PENGARUH SUKU BUNGA, INFLASI, CAR, BOPO, NPF TERHADAP PROFITABILITAS BANK SYARIAH. Polski Tygodnik Lekarski, 2(6), 1–10.

14. Efriandy, I., Mahdi, M., & Kesuma, N. (2025). Diversifikasi Pendapatan dan Profitabilitas Bank Umum Konvensional di Indonesia. Jurnal Media Wahana Ekonomika, 22(1), 64–72. https://doi.org/10.31851/jmwe.v22i1.16676

15. Ferreira, M. P., Reis, N. R., & Pinto, C. S. F. (2017). Schumpeter’s (1934) Influence on Entrepreneurship (and Management) Research. Revista de Empreendedorismo e Gestão de Pequenas Empresas, 6(1), 04–39. https://doi.org/10.14211/regepe.v6i1.483

16. Freixas, X., & Rochet, J.-C. (2008). Microeconomics of Banking-Second Edition 1. MIT Press Cambridge, (December), 1–18.

17. Fuster, A., Plosser, M., Schnabl, P., & Vickery, J. (2019). The Role of Technology in Mortgage Lending. The Review of Financial Studies, 32(5), 1854–1899. https://doi.org/10.1093/rfs/hhz018

18. Ghose, B., & Maji, S. G. (2022). Internet banking intensity and bank profitability: evidence from emerging Indian economy. Managerial Finance, 48(11), 1607–1626. https://doi.org/10.1108/MF-09-2021-0434

19. Gomber, P., Koch, J., & Siering, M. (2017). Fintech 31. (January), 1–39.

20. Hamdi, H., Hakimi, A., & Zaghdoudi, K. (2017). Diversification, bank performance and risk: have Tunisian banks adopted the new business model? Financial Innovation, 3(1). https://doi.org/10.1186/s40854-017-0069-6

21. Haris, M., Yao, H. X., & Fatima, H. (2024). The impact of liquidity risk and credit risk on bank profitability during COVID-19. Plos One, 19(9), 1–24. https://doi.org/10.1371/journal.pone.0308356

22. Hasan, I. (2002). Do Internet Activities Add Value? The Italian Bank Experience. Berkley Research Center, New York University, (June), undefined-undefined.

23. Hendrayanti, S., Muharam, H., & Manajemen, J. (2013). ANALISIS PENGARUH FAKTOR INTERNAL DAN EKSTERNAL TERHADAP PROFITABILITAS PERBANKAN (Studi pada Bank Umum di Indonesia Periode Januari 2003 -Februari 2012). DIPONEGORO JOURNAL OF MANAGEMENT Volum, 2(3), 1–15. http://ejournal-s1.undip.ac.id/index.php/dbr

24. Hernando, I., & Nieto, M. J. (2007). Is the Internet delivery channel changing banks’ performance? The case of Spanish banks. Journal of Banking and Finance, 31(4), 1083–1099. https://doi.org/10.1016/j.jbankfin.2006.10.011

25. Hidayat, W. Y., Kakinaka, M., & Miyamoto, H. (2012). Economics & Management Series Bank Risk and Non-Interest Income Activities in the Indonesian Banking Industry Bank Risk and Non-Interest Income Activities in the Indonesian Banking Industry. (April).

26. Ikawati Rosma Sutrisno1, D. L. (2025). The Effect of Perceived Value and Service Quality on Customer Satisfaction: A Sustainable Growth Strategy for Digital Banks in Indonesia. Research Horizontal, 05(02), 97–108.

27. Junadi, & Sfenrianto. (2015). A Model of Factors Influencing Consumer’s Intention to Use E-payment System in Indonesia. Procedia Computer Science, 59(Iccsci), 214–220. https://doi.org/10.1016/j.procs.2015.07.557

28. Kanungo, R. P., & Gupta, S. (2021). (2021). Financial inclusion through digitalisation of services for well-being. https://ww. https://doi.org/https://doi.org/10.1016/j.techfore.2021.120721

29. KATHUO, S. M. (2015). Effect of Mobile Banking on the Financial Performance of Banking Institutions in Kenya. Strategic Journal of Business & Change Management, 2(2), 193–200. https://doi.org/10.61426/sjbcm.v2i2.167

30. Kusumadewi, T., Juwita Ermawati, W., & Irawan, T. (2024). Pengaruh Diversifikasi Pendapatan Terhadap Profitabilitas dan Stabilitas Perbankan di Indonesia. Jurnal Aplikasi Bisnis Dan Manajemen, 10(1), 239. https://doi.org/10.17358/jabm.10.1.239

31. Lazuardi, J., Muktiyanto, A., & Budiyanti, H. (2023). Analysis of the Influence of Digital Banks on Bank Profitability. Jurnal Ilmu Keuangan Dan Perbankan (JIKA), 12(2), 171–180. https://doi.org/10.34010/jika.v12i2.9517

32. Lee, I., & Shin, Y. J. (2018). Fintech: Ecosystem, business models, investment decisions, and challenges. Business Horizons, 61, 35–46. https://doi.org/https://doi.org/10.1016/j.bushor.2017.09.003

33. Makri, V., Tsagkanos, A., & Bellas, A. (2014). Determinants of non-performing loans: The case of Eurozone. Panoeconomicus, 61(2), 193–206. https://doi.org/10.2298/PAN1402193M

34. Mann, J., & Williams, W. (1986). An integrated approach to operations. https://doi.org/10.1007/978-94-009-4207-3_6

35. Medina Almunawwaroh, R. M. (2018). PENGARUH CAR,NPF DAN FDR TERHADAP PROFITABILITAS BANK SYARIAH DI INDONESIA. : : Jurnal Ekonomi Dan Keuangan Syariah, vol 2(1–18). https://doi.org/https://doi.org/10.29313/amwaluna.v2i1.3156

36. Mercieca, S., Schaeck, K., & Wolfe, S. (2005). Small European Banks: Benefits from Diversification? (forthcoming, Journal of Banking and Finance). Journal of Banking and Finance, 44(0), 0–30.

37. Meyrantika, D., & Haryanto, M. (2017). Analisis Permodalan, Penyaluran Dana, Diversifikasi Pendapatan, NIM dan Risiko Kredit terhadap Kinerja Keungan Perbankan (Studi Empiris BUSN yang terdaftar Di BEI Periode 2012-2015). Diponegoro Journal of Management, 6(3), 1–13.

38. Ming-Pey Lu. (2022). Cashless Payments and Banking Performances: a Study of Local Commercial Banks in Malaysia. International Journal of Business and Society, 23(2), 855–876. https://doi.org/10.33736/IJBS.4842.2022

39. Nazaritehrani, A., & Mashali, B. (2020). Development of E-banking channels and market share in developing countries. Financial Innovation, 6(1). https://doi.org/10.1186/s40854-020-0171-z

40. Nur, Z., Sulaiman, U., & Rahman, U. (2024). Metodologi Penelitian : Analisis Konseptual Untuk Memahami Hakikat , Tujuan , Prosedur , ( Arsyam & Tahir , 2021 ). Dengan melakukan penelitian , akademisi dan mahasiswa dapat mempunyai peran penting dalam memberikan wawasan yang mendalam tentang peneliti. PEDAGOGIC: Indonesian Journal of Science Education and Technology, 4(1), 34–45. https://ejournal.indo-intellectual.id/index.php/ijset/article/view/1395

41. Ozili, P. K. (2018). Impact of digital finance on financial inclusion and stability. Borsa Istanbul Review, 18(4), 329–340. https://doi.org/10.1016/j.bir.2017.12.003

42. Prof.H.Imam Ghozali, M.Com, Ph.D, C. (2021). APLIKASI ANALISIS MULTIVARIATE Dengan Program IBM SPSS 26 Edisi 10. Badan Penerbit Universitas Diponegoro Semarang.

43. Putri, A. S., Rini, I., & Pangestuti, D. (2022). Pengaruh Layanan Digital Perbankan Terhadap Profitabilitas Bank Umum Di Indonesia Tahun 2017-2022. Diponegoro Journal of Management, 13(1), 1–14. http://ejournal-s1.undip.ac.id/index.php/dbr

44. Rahmawati, D., & Mardanugraha, E. (2023). IMPACT ANALYSIS OF INCOME DIVERSIFICATION ON BANKING PROFITABILITY CASE STUDY OF BANKING IN INDONESIA. 12(02), 625–634.

45. Rusydiana, A., Marlina, L., & S. Rahayu, S. (2019). Efficiency, Productivity and Stability of Islamic Banks in Indonesia. (Seabc 2018), 566–572. https://doi.org/10.5220/0008442605660572

46. Saffana, I. S., Azib, & Meirani, N. (2023). Pengaruh Transaksi Electronic Banking dan Fee Based Income terhadap Profitabilitas Perbankan. 3, 316–323. https://doi.org/https://doi.org/10.29313/bcsbm.v3i1.6855

47. Septiyani, E., & Santosa, A. B. (2022). Analisis pengaruh rasio keuangan terhadap Return On Asset ( Roa ) pada Perusahaan Perbankan Tahun 2017- 2021. 5(3), 1368–1376. https://journal.ikopin.ac.id/index.php/fairvalue

48. Setyowati, L., & Budiwinarto, K. (2017). Analisis Pengaruh Nim, Bopo, Ldr, Npl, Car Terhadap Roa Pada Bank Umum Nasional Di Bursa Efek Indonesia Periode 2012-2015. Ekonomi Bisnis Dan Kewirausahaan, 6(2), 140–158. http://jurnal.usahidsolo.ac.id/index.php/IAB/article/download/83/61

49. Stiroh, K. J. (2004). Diversification in Banking: Is Noninterest Income the Answer? SSRN Electronic Journal, 36(154), 853–882. https://doi.org/10.2139/ssrn.334420

50. Stiroh, K. J., & Rumble, A. (2006). The dark side of diversification: The case of US financial holding companies. Journal of Banking and Finance, 30(8), 2131–2161. https://doi.org/10.1016/j.jbankfin.2005.04.030

51. Suardhika, M. R. A. I. M. S. (2020). Pengaruh Dana Pihak Ketiga, Kecukupan Modal, Risiko Kredit Dan Suku Bunga Kredit Pada Profitabilitas. E-Jurnal Akuntansi Universitas Udayana. 9.1 (2020), 1(ISSN: 2302-8556), 30.

52. Sudaryanti, D. S., Sahroni, N., & Kurniawati, A. (2019). Analisa Pengaruh Mobile Banking Terhadap Kinerja Perusahaan Sektor Perbankan Yang Tercatat Di Bursa Efek Indonesia. Jurnal Ekonomi Manajemen, 4(2), 96–107. https://doi.org/10.37058/jem.v4i2.699

53. Sugiyono, P. D. (2023). Metode Penelitian Kuantitatif, Kualitatif, dan R&D (M. Dr. Ir. Sutopo. S.Pd, Ed.; Cetakan Ke). Anggota Ikatan Penerbit Indonesia (IKAPI).

54. Sumarna, D., & Kadriah, A. (2023). Penelitian Kualitatif Terhadap Hukum Empiris. Jurnal Penelitian Serambi Hukum, 16(02), 101–113. https://doi.org/10.59582/sh.v16i02.730

55. Susanto, F. O., Noval Adib, & Arum Prastiwi. (2024). The Impact Of Revenue Diversification On Bank Profitability And Stability: Evidence From Indonesia Banking Industry. Jurnal Reviu Akuntansi Dan Keuangan, 14(4), 989–1006. https://doi.org/10.22219/jrak.v14i4.36770

56. Syahrani, S., & Fasa, M. I. (2024). Pengaruh Transaksi Digital Banking Terhadap Fee Based Income Di Sektor Perbankan. Jurnal Ilmiah Ekonomi, Manajemen Dan Syariah, 3(3), 495–502. https://doi.org/10.55883/jiemas.v3i3.89

57. Thakor, A. V. (2020). Fintech and banking: What do we know? Journal of Financial Intermediation, 43, 100858. https://doi.org/https://doi.org/10.1016/j.jfi.2019.100833

58. Widarjono, A., Anto, M. B. H., & Fakhrunnas, F. (2020). Financing risk in Indonesian Islamic rural banks: Do financing products matter? Journal of Asian Finance, Economics and Business, 7(9), 305–314. https://doi.org/10.13106/JAFEB.2020.VOL7.NO9.305

59. Wiranti, & Yudiantoro, D. (2023). JURNAL EKONOMI , MANAJEMEN , BISNIS DAN SOSIAL Pengaruh Transaksi Digital Banking , Kualitas Aset , dan Aspek Permodalan. 3, 215–223.

60. Yusuf, D. Y., & Kristiyanto, S. (2022). Transaksi Digital Perbankan dan Dampaknya dengan Perekonomian Indonesia. Economie: Jurnal Ilmu Ekonomi, 3(2), 138. https://doi.org/10.30742/economie.v3i2.1815

61. Zahira, R. S., & Tannar, O. (2023). Pengaruh Transaksi Internet Banking, Mobile Banking, dan Fee Based Income Terhadap Profitabilitas Pada Bank Umum Konvensional. Pengaruh Transaksi Internet Banking, Mobile Banking, Dan Fee Based Income Terhadap Profitabilitas Pada Bank Umum Konvensional, 21. https://doi.org/10.30603/ab.v21i1.4920

62. Zahra, F., Ridla, M. A., & Azise, N. (2024). Jurnal Penelitian Ilmu Humaniora ANALISIS FORECASTING TINGKAT PENGHUNI KAMAR DITINJAU. 7(7), 108–112.

Downloads

Published

29-06-2026

How to Cite

[1]
E. Agustina, P. Purboyo, and Z. Zamrudi, “Analisis Pengaruh Layanan Digital Perbankan terhadap Profitabilitas Bank Umum di Indonesia Tahun 2022-2024”, RIGGS, vol. 5, no. 2, pp. 11346–11360, Jun. 2026.

Issue

Section

Articles