Vol. 25 No. 8 (2026): Musytari: Neraca Manajemen, Akuntansi, dan Ekonomi, ISSN 3025-9495
Articles

PENGARUH SUSTAINABILITY REPORT, INTELLECTUAL CAPITAL DAN CREDIT RISK TERHADAP KINERJA KEUANGAN PERUSAHAAN FINTECH DI INDONESIA

Ghina Muthmainnah Zain
Universitas Negeri Jakarta
Umi Widyastuti
Universitas Negeri Jakarta
Dicky Iranto
Universitas Negeri Jakarta

Published 2026-07-13

Keywords

  • Sustainability Report,
  • Intellectual Capital,
  • Credit Risk,
  • Kinerja Keuangan,
  • Bank Digital

How to Cite

PENGARUH SUSTAINABILITY REPORT, INTELLECTUAL CAPITAL DAN CREDIT RISK TERHADAP KINERJA KEUANGAN PERUSAHAAN FINTECH DI INDONESIA. (2026). Musytari : Jurnal Manajemen, Akuntansi, Dan Ekonomi, 25(8). https://doi.org/10.5281/zenodo.21391094

Abstract

Penelitian ini bertujuan untuk menguji dan menganalisis pengaruh Sustainability Report (SR), Intellectual Capital (VAIC), dan Credit Risk (NPL) terhadap Kinerja Keuangan (ROA) dengan Firm Size sebagai variabel kontrol pada perusahaan perbankan digital (Fintech) yang terdaftar di Bursa Efek Indonesia (BEI) periode 2019–2024. Teknik pengambilan sampel yang digunakan dalam penelitian ini adalah purposive sampling dengan memperoleh sampel akhir sebanyak 13 perusahaan dan total observasi sebanyak 78 data panel yang bersifat seimbang. Analisis data dilakukan menggunakan metode regresi data panel yang terkoneksi dengan model Feasible Generalized Least Squares (FGLS). Berdasarkan serangkaian pengujian statistik, hasil penelitian menunjukkan bahwa Sustainability Report dan Credit Risk tidak berpengaruh signifikan terhadap Kinerja Keuangan. Di sisi lain, Intellectual Capital dan ukuran perusahaan (Firm Size) terbukti berpengaruh positif dan signifikan terhadap Kinerja Keuangan (ROA). Secara implikatif, pada industri bank digital yang memiliki struktur asset-light, efisiensi dalam mengelola pengetahuan dan teknologi algoritma merupakan motor penggerak utama penciptaan laba dan keunggulan kompetitif dibandingkan kepatuhan lingkungan atau eksposur risiko kredit tradisional.

References

  1. Abid, L., Ouertani, M. N., & Zouari-Ghorbel, S. (2014). Macroeconomic and bank-specific determinants of household’s non-performing loans in Tunisia: A dynamic panel data. Procedia Economics and Finance, 13, 58–68. https://doi.org/10.1016/S2212-5671(14)00430-4
  2. Agustina, R., & Budhiarti, T. (2024). Dampak sustainability report terhadap profitabilitas perusahaan. Jurnal Akuntansi dan Keuangan, 12(1), 45–58.
  3. Anggraeni, D., & Setyawati, I. (2024). Modal intelektual dan efisiensi operasional bank: Studi empiris di Indonesia. Jurnal Manajemen dan Bisnis, 15(2), 78–92.
  4. Arifin, T., Fathoni, A., & Nurcholis, G. (2024). Risk management as a determinant of Indonesian banking financial performance. Jurnal Keuangan dan Perbankan, 28(2), 145–162.
  5. Barney, J. (1991). Firm resources and sustained competitive advantage. Journal of Management, 17(1), 99–120. https://doi.org/10.1177/014920639101700108
  6. Bontis, N., Keow, W. C. C., & Richardson, S. (2000). Intellectual capital and business performance in Malaysian industries. Journal of Intellectual Capital, 1(1), 85–100. https://doi.org/10.1108/14691930010324188
  7. Brigham, E. F., & Houston, J. F. (2019). Fundamentals of financial management (15th ed.). Cengage Learning.
  8. Buana, R., & Purwanto, A. (2025). Intellectual capital, sustainability report dan nilai perusahaan. Jurnal Riset Akuntansi dan Keuangan, 8(1), 23–41.
  9. Chen, M. C., Cheng, S. J., & Hwang, Y. (2005). An empirical investigation of the relationship between intellectual capital and firms’ market value and financial performance. Journal of Intellectual Capital, 6(2), 159–176. https://doi.org/10.1108/14691930510592771
  10. Cheng, M., & Christiawan, Y. J. (2011). Pengaruh pengungkapan corporate social responsibility terhadap abnormal return. Jurnal Akuntansi dan Keuangan, 13(1), 24–36.
  11. Deegan, C. (2002). The legitimising effect of social and environmental disclosures – a theoretical foundation. Accounting, Auditing & Accountability Journal, 15(3), 282–311. https://doi.org/10.1108/09513570210435852
  12. Dewi, P., & Hartanto, B. (2024). Sustainable investing driven by ESG performance: Evidence from Indonesian capital market. Jurnal Manajemen Keuangan, 16(1), 34–50.
  13. Firmansyah, A., Setiawan, D., & Pratiwi, N. (2023). Risk-taking behavior dan profitabilitas bank digital: Studi kasus Indonesia. Jurnal Keuangan dan Perbankan, 27(3), 112–128.
  14. Gomber, P., Kauffman, R. J., Parker, C., & Weber, B. W. (2018). On the fintech revolution: Interpreting the forces of innovation, disruption, and transformation in financial services. Journal of Management Information Systems, 35(1), 220–265. https://doi.org/10.1080/07421222.2018.1440766
  15. Gutiérrez-Ponce, H., & Wibowo, S. A. (2023). Do sustainability activities affect the financial performance of banks? The case of Indonesian banks. Sustainability, 15(8), 6892. https://doi.org/10.3390/su15086892
  16. Hadad, M. D. (2017). Financial technology di Indonesia [Materi kuliah umum]. Kuliah Umum tentang FinTech, OJK-IBS. Otoritas Jasa Keuangan.
  17. Haniffa, R. M., & Cooke, T. E. (2005). The impact of culture and governance on corporate social reporting. Journal of Accounting and Public Policy, 24(5), 391–430. https://doi.org/10.1016/j.jaccpubpol.2005.06.001
  18. Hastuti, R., & Wijaya, M. (2025). Pengaruh sustainability report terhadap kinerja keuangan perusahaan. Jurnal Akuntansi Kontemporer, 17(1), 31–48.
  19. Kasmir. (2019). Analisis laporan keuangan (Edisi ke-12). PT Raja Grafindo Persada.
  20. Kenney, M., & Zysman, J. (2019). Work and value creation in the platform economy. In S. P. Vallas & A. Kovalainen (Eds.), Work and labor in the digital age (Research in the Sociology of Work, Vol. 33, pp. 13–41). Emerald Publishing Limited. https://doi.org/10.1108/S0277-283320190000033002
  21. Lestari, H. P., Safitri, R., & Nugraha, I. (2025). Assessing sustainability aspect, intellectual capital, and ownership structure on firm performance. Jurnal Ekonomi dan Bisnis, 28(2), 65–79.
  22. Louzis, D. P., Vouldis, A. T., & Metaxas, V. L. (2012). Macroeconomic and bank-specific determinants of non-performing loans in Greece: A comparative study of mortgage, business and consumer loan portfolios. Journal of Banking & Finance, 36(4), 1012–1027. https://doi.org/10.1016/j.jbankfin.2011.10.012
  23. Mulyaningsih, T., & Rahman, F. (2025). Does the performance of financial technology (Fintech) firms matter: Evidence from North American and European Fintech firms. Journal of Financial Technology, 3(1), 45–62.
  24. Otoritas Jasa Keuangan. (2017). Peraturan Otoritas Jasa Keuangan Nomor 51/POJK.03/2017 tentang Penerapan Keuangan Berkelanjutan bagi Lembaga Jasa Keuangan, Emiten, dan Perusahaan Publik. Lembaran Negara Republik Indonesia.
  25. Otoritas Jasa Keuangan. (2020). Statistik fintech lending periode Desember 2020. Direktorat Pengaturan, Penelitian, dan Pengembangan Fintech OJK.
  26. Otoritas Jasa Keuangan. (2023). Laporan perkembangan keuangan syariah Indonesia 2023. Otoritas Jasa Keuangan.
  27. Prasidya, R., & Dewi, L. (2023). Ekonomi digital Indonesia: Proyeksi dan tantangan pasca-pandemi. Jurnal Ekonomi Digital, 4(2), 55–72.
  28. Pratiwi, S., & Setiawan, R. (2024). Risk management dan profitabilitas bank digital: Perspektif baru. Jurnal Keuangan dan Perbankan, 28(1), 88–103.
  29. Pulic, A. (2000). VAIC™–an accounting tool for IC management. International Journal of Technology Management, 20(5–8), 702–714. https://doi.org/10.1504/IJTM.2000.002891
  30. Rhennata, D., & Kurnia, F. (2022). Pengaruh sustainability report terhadap nilai perusahaan pada emiten BEI. Jurnal Akuntansi dan Pajak, 23(1), 12–25.
  31. Spence, M. (1973). Job market signaling. The Quarterly Journal of Economics, 87(3), 355–374. https://doi.org/10.2307/1882010
  32. Stewart, T. A. (1997). Intellectual capital: The new wealth of organizations. Doubleday/Currency.
  33. Tang, M., & Zhang, T. (2020). The impacts of firm size and data breach on firm value: New empirical evidence from the USA and China. Journal of International Financial Markets, Institutions and Money, 64, Article 101165. https://doi.org/10.1016/j.intfin.2019.101165
  34. Wooldridge, J. M. (2021). Introductory econometrics: A modern approach (7th ed.). Cengage Learning.
  35. Wulandari, T., Permana, A., & Kusuma, B. (2024). Pengaruh intellectual capital terhadap ROA: Studi panel bank digital. Jurnal Riset Manajemen dan Bisnis, 9(2), 44–58.
  36. Yulianti, D., & Alfianto, R. (2023). Transparency ESG disclosure dan kinerja keuangan: Bukti dari pasar modal Indonesia. Jurnal Keuangan Korporat, 11(2), 89–104.
  37. Zhang, L., Wang, H., & Liu, Y. (2025). Intellectual capital, digital transformation and firms’ financial performance. Journal of Intellectual Capital, 26(1), 45–68. https://doi.org/10.1108/JIC-03-2024-0072
  38. Zhu, L., Qiu, D., Ergu, D., Ying, C., & Liu, K. (2019). A study on predicting loan default based on the random forest algorithm. Procedia Computer Science, 162, 503–513. https://doi.org/10.1016/j.procs.2019.12.017