Fintech adoption and zakat efficiency: The moderating role of Islamic bank performance

Authors

  • Nur Suci Ismiyati Mei Murni Department of Accounting, Faculty of Economic and Business, Hayam Wuruk Perbanas University
  • Kautsar Riza Salman Department of Sharia Economic, Faculty of Economics and Business, Hayam Wuruk Perbanas University
  • Entis Sutisna Master's Program in Accounting, Faculty of Economics and Business, Yapis University of Papua

DOI:

https://doi.org/10.18326/muqtasid.v16i2.93-110

Keywords:

fintech, Islamic banks, zakat efficiency, return on assets, return on equity

Abstract

Fintech provides innovative solutions to improve the efficiency of zakat collection and distribution through digital payment systems, online applications, and blockchain technology. However, the effectiveness of fintech adoption may depend on the internal financial conditions of Islamic banks. This study examines the effect of fintech adoption on zakat efficiency and investigates the moderating role of bank financial performance in Indonesian Islamic banks. Using a quantitative approach with panel data from 12 Islamic Commercial Banks during the 2015–2024 period, fintech adoption is measured through a fintech adoption index derived from annual reports, while zakat efficiency is measured using the zakat distribution ratio. Financial performance is represented by Return on Assets (ROA) and Return on Equity (ROE). The findings reveal that fintech adoption does not directly affect zakat efficiency. However, ROA strengthens the relationship between fintech adoption and zakat efficiency, whereas ROE weakens it. These results indicate that the effectiveness of fintech in supporting Islamic banks’ social functions depends more on efficient asset management than equity performance. This study highlights the importance of integrating digital transformation with sound financial management to optimize zakat management

References

Abosede, O. E. (2020). Diffusion of innovation theory: An effective approach to accelerate adoption of information and communication technology in twenty-first century knowledge society. International Journal of Innovative Research and Development, 9(4), 147–155. https://doi.org/10.24940/ijird/2020/v9/i4/apr20061.

Aditya, M. A., & Rahmi, A. N. (2023). Pengaruh financial techonology terhadap profitabilitas bank umum syariah Indonesia. Jurnal Keuangan dan Perbankan, 18(2), 77–88. https://doi.org/10.35384/jkp.v18i2.334.

Afif, M., & Samsuri, A. (2022). Integration of fintech and Islamic banking in Indonesia: Opportunities and challenges. Cakrawala: Jurnal Studi Islam, 17(1), 27–38. https://doi.org/10.31603/cakrawala.7051.

Ahmad, K., & Yahaya, M. H. (2023). Islamic social financing and efficient zakat distribution: Impact of fintech adoption among the asnaf in Malaysia. Journal of Islamic Marketing, 14(9), 2253–2284. https://doi.org/10.1108/JIMA-04-2021-0102.

Alfarizi, M. (2022). Studi eksplorasi penerimaan digitalisasi pembayaran zakat melalui aplikasi fintech Indonesia pasca pandemi Covid-19. An-Nisbah: Jurnal Ekonomi Syariah, 9(2), 410–443. https://doi.org/10.21274/an.v9i2.5982.

Amri, M. C. E., Mohammed, M. O., & Alkhalili, M. M. S. (2024). Fintech adoption and its investment impact in Islamic social finance: The case of zakat. Qudus International Journal of Islamic Studies (QIJIS), 12(2), 213–254. http://dx.doi.org/10.21043/qijis.v12i2.17069.

Amrullah, A., & Hasan, A. (2021). Fintech keuangan syariah dalam perspektif konsep syariah. Iqtishadia: Jurnal Ekonomi dan Perbankan Syariah, 8(2), 234–243. https://doi.org/10.19105/iqtishadia.v8i2.6445.

Aripin, N. T., Fatwa, N., & Hannase, M. (2022). Layanan digital bank syariah sebagai faktor pendorong indeks literasi dan inklusi keuangan syariah. Syarikat: Jurnal Rumpun Ekonomi Syariah, 5(1), 29–45. https://doi.org/10.25299/syarikat.2022.vol5(1).9362.

Ash-Shiddiqy, M. (2019). Analisis profitabilitas bank umum syariah yang menggunakan rasio return on asset (ROA) dan return on equity (ROE). Imara: Jurnal Riset Ekonomi Islam, 3(2), 117–129. https://doi.org/10.31958/imara.v3i2.1659.

Aysan, A. F., Belatik, A., Unal, I. M., & Ettaai, R. (2022). Fintech strategies of islamic banks: A global empirical analysis. FinTech, 1(2), 206-215. https://doi.org/10.3390/fintech1020016.

Bahri, E. S., Aslam, M. M. M., & Muhammad, A. (2020). Analysis of the effectiveness of zakat distribution at the amil zakat institution initiative zakat Indonesia (LAZ IZI). Proceedings of The International Conference on Environmental and Technology of Law, Business, and Education on Post Covid 19. 1-11. https://doi.org/10.4108/eai.26-9-2020.2302947.

Baker, H., Kaddumi, T. A., Nassar, M. D., & Muqattash, R. S. (2023). Impact of financial technology on improvement of banks’ financial performance. Journal of Risk and Financial Management, 16(4), 1–20. https://doi.org/10.3390/jrfm16040230.

Belgacem, S. B., Khatoon, G., Talbi, D., & Alzuman, A. (2024). Reconnoitering finTech’s moderating effect on the determinants of women’s financial literacy. International Review of Economics, 71(2), 123–148. https://doi.org/10.1007/s12232-023-00437-4.

Budiman, H., Seminar, K. B., & Saptono, I. T. (2020). Formulasi strategi pengembangan digital banking (Studi kasus bank Abc). Jurnal Aplikasi Bisnis dan Manajemen, 6(3), 489–500. https://doi.org/10.17358/jabm.6.3.489.

Cahya, B. T., Labibah, I. Q., Salsabila, S. R., Ali, N. A. M., & Hanifah, U. (2025). The effectiveness of zakat, Islamic corporate social responsibility, and sharia supervisory board in driving the financial performance of Islamic banks: Case study in Indonesia. Ziswaf: Jurnal Zakat dan Wakaf, 12(2), 213–226. http://dx.doi.org/10.21043/ziswaf.v12i2.31048.

Etika, C., Fachri, A., & Amalia, I. (2024). Pengaruh zakat terhadap kinerja keuangan bank umum syariah dengan model sharia conformity and profitability (SCnP) di Indonesia. Jurnal Tabarru’ : Islamic Banking and Finance, 7(1), 339–348. https://doi.org/10.25299/jtb.2024.vol7(1).16397.

Fajria, R. N. (2019). Potensi sinergitas fintech dengan bank syariah dalam meningkatkan kinerja perbankan syariah di Indonesia. Malia: Journal of Islamic Banking and Finance, 3(2), 174–181. https://doi.org/10.21043/malia.v3i2.8450.

Firmansyah, E. A., Masri, M., Anshari, M., & Besar, M. H. A. (2022). Factors affecting fintech adoption: A systematic literature review. FinTech, 2(1), 21–33. https://doi.org/10.3390/fintech2010002.

Gani, A. A. (2023). Perkembangan fintech syariah dan regulasi hukum: Sebuah kajian literatur. AKSY Jurnal Ilmu Akuntansi dan Bisnis Syariah, 5(1), 157–165. https://doi.org/10.15575/aksy.v5i1.26428.

Gianni, S. E., Saiful, S., & Aprila, N. (2021). Analisis kinerja keuangan bank milik pemerintah Indonesia. Jurnal Fairness, 10(2), 135–148. https://doi.org/10.33369/fairness.v10i2.15260.

Gomber, P., Koch, J.-A., & Siering, M. (2017). Digital finance and fintech: Current research and future research directions. Journal of Business Economics, 87(5), 537–580. https://doi.org/10.1007/s11573-017-0852-x.

Hadiyanto, R., & Pusvisasari, L. (2022). Efisiensi pengumpulan dan pendistribusian zakat dan wakaf di Indonesia. Jurnal Ilmiah Ekonomi Islam, 8(2), 2076–2082. https://doi.org/http://dx.doi.org/10.29040/jiei.v8i2.4738.

Hasni, H., & Ardiansyah, M. (2022). Peran financial technology dalam meningkatkan kinerja perbankan syariah di Indonesia. Jurnal Ekonomi dan Bisnis, 23(1), 56-70. https://doi.org/10.30659/ekobis.23.1.56-70.

Hassan, M. K., Al-Mohamed, S., Rabbani, M. R., & Jreisat, A. (2022). An Assessment of Level of Adoption of Fintech in Islamic Banks in the MENA Region BT - FinTech in Islamic Financial Institutions: Scope, Challenges, and Implications in Islamic Finance (M. K. Hassan, M. R. Rabbani, & M. Rashid (eds.); pp. 223–242). Springer International Publishing. https://doi.org/10.1007/978-3-031-14941-2_11.

Hassan, M. K., Ebrahim, R. H., Rabbani, M. R., & Banna, H. (2022). Fintech in the Islamic Banking Sector and Its Impact on the Stakeholders in the Wake of COVID-19 BT - FinTech in Islamic Financial Institutions: Scope, Challenges, and Implications in Islamic Finance (M. K. Hassan, M. R. Rabbani, & M. Rashid (eds.); pp. 175–192). Springer International Publishing. https://doi.org/10.1007/978-3-031-14941-2_9.

Hassan, M. K., Rabbani, M. R., Rashid, M., & Trinugroho, I. (2022). Islamic Fintech, Blockchain and Crowdfunding: Current Landscape and Path Forward BT - FinTech in Islamic Financial Institutions: Scope, Challenges, and Implications in Islamic Finance (M. K. Hassan, M. R. Rabbani, & M. Rashid (eds.); pp. 307–340). Springer. International Publishing. https://doi.org/10.1007/978-3-031-14941-2_15.

Hidayat, A. R. (2023). Analisis adopsi penggunaan sistem pembayaran fintech pada generasi milenial menggunakan teori difusi inovasi. Jurnal Ilmu Manajemen, 13(1), 117–132. https://doi.org/10.32502/jimn.v13i2.6974.

Ismail, A., & Masturah, M. (2014). The efficiency of zakat collection and distribution: Evidence from two stage analysis. Journal of Economic Cooperation and Development, 35(4), 133–170.

Jensen, M. C., & Meckling, W. H. (1976). Theory of the firm: Managerial behavior, agency costs and ownership structure. Journal of Financial Economics, 3(4), 305–360. https://doi.org/https://doi.org/10.1016/0304-405X(76)90026-X.

Kaddumi, T. A., Baker, H., Nassar, M. D., & A-Kilani, Q. (2023). Does financial technology adoption influence bank’s financial performance: The case of Jordan. Journal of Risk and Financial Management, 16(9), 1–17. https://doi.org/10.3390/jrfm16090413.

Kamardi, A. A., Mahdiraji, H. A., Masoumi, S., & Jafari-sadeghi, V. (2025). Developing sustainable competitive advantages from the lens of resource-based view: Evidence from IT sector of an emerging economy. Journal of Strategic Marketing, 33(6), 775–797. https://doi.org/10.1080/0965254X.2022.2160485.

Kamaruddin, H., Iqmal, M., Hanefah, M. M., Shaharuddin, A., Mohammed, A., Ayedh, A., & Othman, N. A. (2023). Development of fintech in Islāmic social finance in Malaysia. International Journal of Economics, Management and Accounting, 31(1), 177–204.

https://doi.org/10.31436/ijema.v31i1.1143.

Kasri, R. A., & Sosianti, M. W. (2023). Determinants of the intention to pay zakat online: The case of Indonesia. Journal of Islamic Monetary Economics and Finance, 9(2), 275–294. https://doi.org/10.21098/jimf.v9i2.1664.

Kharrat, H., Trichilli, Y., & Abbes, B. (2024). Relationship between fintech index and bank’s performance: a comparative study between Islamic and conventional banks in the MENA region. Journal of Islamic Accounting and Business Research, 15(1), 172–195. https://doi.org/10.1108/JIABR-03-2022-0081.

Khoerunnisa, U., Sari, Y. P., & Kartika, D. (2023). Systematic literature review (SLR) tentang kinerja keuangan perbankan di Indonesia. Journal of Economics and Education (JEP), 20(2), 27–38. https://doi.org/10.21831/jep.v20i2.64318.

Le Gallo, J., & Sénégas, M. A. (2023). On the proper computation of the Hausman test statistic in standard linear panel data models: Some clarifications and new results. Econometrics, 11(4), 1–28. https://doi.org/10.3390/econometrics11040025.

Ledhem, M. A., & Mekidiche, M. (2020). Economic growth and financial performance of Islamic banks: a CAMELS approach. Islamic Economic Studies, 28(1), 47–62. https://doi.org/10.1108/ies-05-2020-0016.

Linh, N. T. (2024). Agency theory in management accounting: A systematic literature review. International Journal of Advanced Multidisciplinary Research and Studies, 4(1), 1124–1127.

Liu, Y., Guo, Z., & He, Q. (2025). Configuring technological innovation and resource synergies for performance in new energy vehicle enterprises : A path analysis using empirical and comparative methods. Sustainability, 17, 1–21. https://doi.org/10.3390/su17115196.

Majeed, M. T., & Zainab, A. (2021). A comparative analysis of financial performance of Islamic banks vis-à-vis conventional banks: evidence from Pakistan. ISRA International Journal of Islamic Finance, 13(3), 331–346. https://doi.org/10.1108/IJIF-08-2018-0093.

Marlina, R. (2020). Analysis of the effect of financial technology on banking profitability which is listed on indonesia stock exchange. International Journal of Business, Economics and Law, 21(1), 57–67.

Melati, Y. A. (2024). Fintech and financial performance in the banking industry: A literature review. Asian Journal of Economics and Business Management, 3(1), 357–361. https://doi.org/10.53402/ajebm.v3i1.385.

Memon, K. R., & Ooi, S. K. (2023). Responsible innovation and resource-based theory: Advancing an antecedent-outcome model for large manufacturing firms through structured literature review. Asian Journal of Business Ethics, 12(2), 441–467.

https://doi.org/10.1007/s13520-023-00181-6.

Menicucci, E., & Paolucci, G. (2023). ESG dimensions and bank performance: an empirical investigation in Italy. Corporate Governance (Bingley), 23(3), 563–586. https://doi.org/10.1108/CG-03-2022-0094.

Moro-Visconti, R., & Cesaretti, A. (2023). FinTech and digital payment systems valuation BT - digital token valuation: Cryptocurrencies, NFTs, decentralized finance, and blockchains (R. Moro-Visconti & A. Cesaretti (eds.); pp. 411–458). Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-42971-2_13.

Mulyana, I., Hamid, A., & Syaripudin, E. I. (2024). Tantangan dan peluang penggunaan fintech dalam perbankan syariah. Jurnal Hukum Ekonomi Syariah (JHESY), 2(2), 60–69. https://doi.org/10.37968/jhesy.v2i2.639.

Musana, K. (2023). Optimalisasi pengelolaan zakat dengan teknologi blockchain. Ekonomica Sharia: Jurnal Pemikiran dan Pengembangan Ekonomi Syariah, 9(1), 73–94. https://doi.org/10.36908/esha.v9i1.766.

Nielsen, B., & Whitby, A. (2015). A joint chow test for structural instability. Econometrics, 3(1), 156–186. https://doi.org/10.3390/econometrics3010156.

Nugraha, D. P., Setiawan, B., Nathan, R. J., & Fekete-Farkas, M. (2022). Fintech adoption drivers for innovation for SMEs in Indonesia. Journal of Open Innovation: Technology, Market, and Complexity, 8(4), 1-16. https://doi.org/https://doi.org/10.3390/joitmc8040208.

Nurastuti, P., & Rakhmat, A. S. (2024). Seberapa berharganya inovasi fintech untuk peningkatan kinerja keuangan perbankan syariah di Indonesia. Jurnal Manajemen, 11(2), 48–57. https://doi.org/10.37817/jurnalmanajemen.v11i2.3725.

Omar, N., & Khairi, K. F. (2021). Zakat and blockchain: A review. International Journal of Islamic Economics and Finance Research, 4(2 December), 60–66. https://doi.org/10.53840/ijiefer53.

Otoo, F. N. K. (2024). Assessing the influence of financial management practices on organizational performance of small- and medium-scale enterprises. Vilakshan - XIMB Journal of Management, 21(2), 162–188. https://doi.org/10.1108/xjm-09-2023-0192.

Pamungkas, I. N. A., Pramiyanti, A., & Sugandi, M. S. (2025). Applying a diffusion innovation theory to identify novelty in communication research. Cogent Social Sciences, 11(1), 1–16. https://doi.org/10.1080/23311886.2025.2564782.

Pandher, G., Koslowsky, D., & Bonaparte, Y. (2025). Is U.S. CEO equity and cash compensation aligned with agency theory to maximize shareholder returns? International Journal of Financial Studies, 13(4), 1–22. https://doi.org/10.3390/ijfs13040181.

Papadopoulos, A. (2023). A new matrix statistic for the Hausman endogeneity test under heteroscedasticity. Econometrics, 11(4), 1–11. https://doi.org/10.3390/econometrics11040023.

Puschmann, T. (2017). Fintech. Business & Information Systems Engineering, 59(1), 69–76. https://doi.org/10.1007/s12599-017-0464-6.

Putera, A. M., & Nisa, F. L. (2024). Dampak teknologi finansial terhadap perkembangan ekonomi syariah di era digital. Economic and Business Management International Journal, 6(2), 29–34. https://doi.org/10.556442/eabmij.v6i2.672.

Ramadhani, N. P., Qadri, R. A., & Kurniawan, A. (2021). The bricolage of financial technology, accountability, and zakat management in Indonesia. Jurnal Ekonomi Syariah Teori dan Terapan, 8(2), 183-192. https://doi.org/10.20473/vol8iss20212pp183-192.

Rosmanidar, E., Hadi, A. A. Al, & Ahsan, M. (2021). Islamic banking performance measurement: A conceptual review of two decades. International Journal of Islamic Banking and Finance Research, 5(1), 16–33. https://doi.org/10.46281/ijibfr.v5i1.1056.

Rumanto, A. (2024). Islamic digital bank adoption in developing countries: A case study on millennials in Indonesia. Nisbah: Jurnal Perbankan Syariah, 10(1), 20–32. https://doi.org/10.30997/jn.v10i1.13491.

Saygili, A. E., & Ercan, T. (2020). An overview of international fintech instruments using innovation diffusion theory adoption strategies. In Innovative Strategies for Implementing FinTech in Banking. Accounting, and Economics (AFAE) Book Series, IGI Global (pp. 46–66). https://doi.org/10.4018/978-1-7998-3257-7.ch003.

Sitnicka, S., Xinyang, L., Serhiienko, R., & Babaiev, D. (2025). Determinants affecting bank profitability: A broad and comparative analysis across regions and income groups Financial Markets, Institutions and Risks, 9(3), 120–158. https://doi.org/10.61093/fmir.9(3).120158.2025.

Sudarmanto, E., Yuliana, I., Wahyuni, N., Yusuf, S. R., & Zaki, A. (2024). Transformasi digital dalam keuangan Islam: Peluang dan tantangan. Jurnal Ilmiah Ekonomi Islam, 10(1), 645–655. https://doi.org/10.29040/jiei.v10i1.11628.

Suharsono, R. S., Afroh, I. K. F., Nuha, G. A., & Febriansyah, M. F. (2026). Zakat, Islamic corporate social responsibility and the implementation of sharia good governance on the reputation of sharia commercial banks. International Journal of Education Management and Religion, 3(2), 663–675. https://doi.org/10.71305/ijemr.v3i2.1162.

Ubaidillah, & Astuti, T. P. (2020). Analisis kinerja keuangan bank syariah menggunakan sharia conformity and profitability. At-Tijarah: Jurnal Penelitian Keuangan dan Perbankan Syariah, 2(2), 134–158. https://doi.org/10.52490/at-tijarah.v2i2.963.

Unal, I. M., & Aysan, A. F. (2022). Fintech, digitalization, and blockchain in Islamic finance: Retrospective investigation. FinTech, 1(4), 388–398. https://doi.org/10.3390/fintech1040029.

Upendra, S., Abbaiah, R., & Balasiddamani, P. (2023). Chow test: Detecting structural changes in regression models. International Journal of Research Publication and Reviews, 4(9), 2121–2123. https://doi.org/10.55248/gengpi.4.1223.123413.

Vincent, & Agustin, I. N. (2024). Pengaruh fintech terhadap kinerja keuangan perbankan. Equilibrium: Jurnal Penelitian Pendidikan dan Ekonomi, 21(1), 22–33. https://journal.uniku.ac.id/index.php/Equilibrium.

Widyandri, D. B., & Laila, N. (2022). Analisis Pengaruh Mobile Banking dan Keuangan Inklusif Terhadap Kinerja Keuangan Bank Syariah di Indonesia Periode 2014-2019. Jurnal Ekonomi Syariah Teori dan Terapan, 9(1), 14-24. https://doi.org/10.20473/vol9iss20221pp14-24.

Wijaya, I. A., Amarjupi, D. S., Shahirah, R. A., Rahayu, N., Pratama, A. W., Wardaningtri, Y., & Hadi, N. (2023). Peran bank syariah dalam penghimpunan dan distribusi zakat kepada mustahik. Maras: Jurnal Penelitian Multidisiplin, 1(3), 607–613. https://doi.org/10.60126/maras.v1i3.118.

Yoon, S. S., Lee, H., & Oh, I. (2023). Differential impact of fintech and GDP on bank performance: Global evidence. Journal of Risk and Financial Management, 16(7), 1–17. https://doi.org/10.3390/jrfm16070304.

Downloads

Published

2026-07-14

How to Cite

Murni, N. S. I. M., Salman, K. R., & Sutisna, E. (2026). Fintech adoption and zakat efficiency: The moderating role of Islamic bank performance. Muqtasid: Jurnal Ekonomi Dan Perbankan Syariah, 16(2), 93–110. https://doi.org/10.18326/muqtasid.v16i2.93-110