Faktor keamanan data dan risiko dalam penggunaan dompet digital: Systematic literature review

Authors

  • Adinda Rahma Dinna Program Studi Manajemen, Fakultas Ekonomi dan Bisnis, Universitas Kebangsaan Republik Indonesia, Kota Bandung, Indonesia
  • Arsymanda Nafisa Putri Program Studi Manajemen, Fakultas Ekonomi dan Bisnis, Universitas Kebangsaan Republik Indonesia, Kota Bandung, Indonesia
  • Mega Zhafarina Purwono Program Studi Manajemen, Fakultas Ekonomi dan Bisnis, Universitas Kebangsaan Republik Indonesia, Kota Bandung, Indonesia

DOI:

https://doi.org/10.60036/jbm.1302

Keywords:

Keamanan Data, Risiko Digital, Dompet Digital, Systematic Literature Review, Persepsi Aman

Abstract

Tujuan – Penelitian ini bertujuan untuk menyintesis bukti empiris mengenai faktor keamanan data dan risiko penggunaan dompet digital guna memetakan tren riset terkait faktor dominan keamanan data, risiko siber yang signifikan, serta interaksi persepsi aman bagi keberlanjutan adopsi dompet digital.

Desain/metodologi/pendekatan – Penelitian ini menggunakan pendekatan Systematic Literature Review (SLR) yang berpedoman pada protokol PRISMA 2020. Data dikumpulkan dari basis data Scopus, ScienceDirect, dan Google Scholar dengan rentang publikasi 2020–2026, yang kemudian diseleksi secara ketat hingga menghasilkan 19 artikel utama untuk dikaji menggunakan teknik analisis tematik.

Temuan – Hasil sintesis menunjukkan bahwa autentikasi biometrik, two-factor authentication (2FA), dan enkripsi end-to-end merupakan faktor teknis utama yang mampu menurunkan persepsi risiko, meskipun prosedur keamanan yang terlalu ketat dapat mengganggu kenyamanan pengguna. Risiko digital telah berevolusi menjadi ancaman siber lintas batas seperti phishing, pencurian identitas, malware, pengambilalihan akun, hingga celah privasi akibat model opacity pada sistem deteksi penipuan berbasis kecerdasan buatan. Keberlanjutan adopsi dompet digital sangat dibentuk oleh interaksi antara literasi digital pengguna, reputasi platform, serta kejelasan kebijakan perlindungan data.

Keterbatasan penelitian – Keterbatasan dalam penelitian ini mencakup ketiadaan quality appraisal formal terhadap metodologi setiap artikel yang dianalisis serta jumlah literatur akhir yang disintesis relatif terbatas (n=19). Selain itu, variasi konteks ekonomi dan regulasi di setiap negara yang diteliti berpotensi memengaruhi hasil penelitian di masing-masing literatur.

Implikasi – Penyedia layanan dompet digital disarankan untuk tidak hanya berfokus pada enkripsi sistem, tetapi juga pada transparansi komunikasi kepada pengguna dan penciptaan keseimbangan antara keamanan dan kemudahan penggunaan (usability). Terdapat pula urgensi bagi regulator untuk menyinkronkan regulasi perlindungan data yang kuat dengan edukasi literasi digital yang disesuaikan berdasarkan profil risiko kelompok pengguna.

Kebaruan – Penelitian ini memberikan sintesis terhadap literatur yang selama ini terfragmentasi antara perspektif adopsi teknologi secara teoretis dengan kajian teknis infrastruktur keamanan siber, serta secara holistik menghubungkan regulasi pelindungan data nasional dengan perilaku keamanan pengguna dompet digital.

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References

Ahmad, I., Noreen, R., Khalid, T., & Amjad, F. (2026). Balancing innovation and cybersecurity: Exploring digital risks in FinTech adoption. Contemporary Review of Social Sciences Research.

Angel-Rodriguez, P., & Vicente-Pascual, J. A. (2026). Exploring the adoption of mobile payments: A hybrid literature review and future research agenda. Future Business Journal. https://doi.org/10.1186/s43093-025-00712-6

Booth, A., Sutton, A., & Papaioannou, D. (2016). Systematic approaches to a successful literature review (2nd ed.). Sage Publications.

Braun, V., & Clarke, V. (2012). Thematic analysis. In H. Cooper (Ed.), APA handbook of research methods in psychology (Vol. 2, pp. 57–71). American Psychological Association.

Dahlberg, T., Guo, J., & Ondrus, J. (2015). A critical review of mobile payment research. Electronic Commerce Research and Applications, 14(5), 265–284.

Featherman, M. S., & Pavlou, P. A. (2003). Predicting e-services adoption: A perceived risk facets perspective. International Journal of Human-Computer Studies, 59(4), 451–474.

Güngördü Belbağ, A. (2026). Mobile payment adoption during the COVID-19 pandemic: A systematic literature review. Journal of Financial Services Marketing.

Herget, N., Krey, P. S., & Caccamo, M. (2021). Mobile payment adoption during the COVID-19 pandemic in Germany. Digitala Vetenskapliga Arkivet, May, 1–94. http://hj.diva-portal.org/smash/get/diva2:1559437/FULLTEXT01.pdf

Jain, R., Kumar, S., Sood, K., Grima, S., & Rupeika-Apoga, R. (2023). A systematic literature review of the risk landscape in fintech. Risks, 11(2). https://doi.org/10.3390/risks11020036

Javeed, A., Elghuweel, M. E., & Khan, M. Y. (2026). Beyond convenience and security: A trust-integrated framework for digital wallet adoption. Future Business Journal, 12(143), 16. https://doi.org/10.1186/s43093-026-00845-2

Karangara, R., & Manta, O. (2024). Cybersecurity & data privacy in fintech. Preprints. https://doi.org/10.20944/preprints202401.2194.v2

Karsim, K., Rini, R., Ronaldo, R., Anam, S., & Judijanto, L. (2024). The perception of security and risk, ease of use, and benefits are the determining factors in adopting a digital wallet. Journal of Management: Small and Medium Enterprises (SMEs), 17(2), 525–535.

Kitchenham, B., Brereton, P., Budgen, D., Turner, M., Bailey, J., & Linkman, S. (2009). Systematic literature reviews in software engineering – A systematic literature review. Information and Software Technology, 51(1), 7–15. https://doi.org/10.1016/j.infsof.2008.09.009

Lestari, F. T., & Hidayati, S. A. (2026). The influence of trust in fintech and perceived security on the decision to use e-wallets among students in Mataram City. Al-Kharaj: Journal of Islamic Economic and Business.

Lim, C. Y. (2025). The mediating effect of trust on factors influencing the intention to use FinTech applications among urban working professionals in Malaysia [Unpublished manuscript/thesis]. University of Wales Trinity Saint David.

Makri, M. (2026). Digital payment adoption among higher education students in India: A systematic literature review. Diginomics.

Nova, N. I., Nabila, S., Paiza, P. R., & Sinaga, N. (2026). Analisis keamanan sistem pembayaran digital terhadap perlindungan data pengguna. RIGGS: Journal of Artificial Intelligence and Digital Business, 4(4), 8985–8991. https://doi.org/10.31004/riggs.v4i4.5119

Okoli, C. (2015). A guide to conducting a standalone systematic literature review. Communications of the Association for Information Systems, 37(1), 879–910.

Oliveira, T., Thomas, M., Baptista, G., & Campos, F. (2016). Mobile payment: Understanding the determinants of customer adoption and intention to recommend the technology. Computers in Human Behavior, 61, 404–414. https://doi.org/10.1016/j.chb.2016.03.030

Padma Kiran, K., & Vedala, N. S. (2025). Exploring behavioral intentions of consumers towards different digital payment services through the interplay of perceived risks and adoption factors. Humanities and Social Sciences Communications. https://doi.org/10.1057/s41599-025-05468-6

Page, M. J., McKenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., et al. (2021). The PRISMA 2020 statement: An updated guideline for reporting systematic reviews. BMJ, 372, n71. https://doi.org/10.1136/bmj.n71

Pizzan-Tomanguillo, N. P., & Pereyra-Gonzales, T. V. (2024). Evolution and trends in digital wallet research: A bibliometric analysis in Scopus and Web of Science. Publications, 12(4).

Presilia, P. Y., & Marwahdiyanti, F. (2025). The influence of system security technology and data privacy on user trust and satisfaction in digital wallet applications: Systematic literature review. [Nama Jurnal Tidak Diketahui], 1(1), 42–52.

Rajpal, S., & Manglani, A. (2026). Drivers of FinTech adoption: Insights from a global review of recent literature. Accounting Research Journal.

Rodriguez, P. A., Antonio, J., Pascual, V., Shahen, A. M., Sharaf, M. F., Javeed, A., Elghuweel, M. E., Khan, M. Y., Tinggi, S., Ekonomi, I., Prasetya, E., Behavior, F., Nova, N. I., Nabila, S., Paiza, P. R., Sinaga, N., Vásquez-Vásquez, L. M., Alvarado-Cáceres, E. J., Caicedo-Mendoza, J. A., … Rupeika-Apoga, R. (2026). Cybersecurity & data privacy in fintech. Journal of Risk and Financial Management, 17(2), 1–29. https://doi.org/10.31004/riggs.v4i4.5119

Shahen, A. M., & Sharaf, M. F. (2026). Digital payments as a conceptual pathway linking COVID-19 and financial inclusion: A PRISMA-based systematic review and bibliometric analysis. Journal of Theoretical and Applied Electronic Commerce Research, 21(4), 1–29.

Snyder, H. (2019). Literature review as a research methodology: An overview and guidelines. Journal of Business Research, 104, 333–339. https://doi.org/10.1016/j.jbusres.2019.07.039

Vásquez-Vásquez, L. M., Alvarado-Cáceres, E. J., Caicedo-Mendoza, J. A., & Fernández-Bedoya, V. H. (2026). From cash to digital wallets: A PRISMA-based systematic review of microentrepreneur adoption in Asia and Latin America. Journal of Risk and Financial Management, 19(3), 1–29. https://doi.org/10.3390/jrfm19030232

Zhao, B. (2025). FinTech and risk management: Exploring opportunities, challenges, and regulatory responses. SHS Web of Conferences, 225, 02024.

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Published

2026-07-31

How to Cite

Dinna, A. R., Putri, A. N., & Purwono, M. Z. (2026). Faktor keamanan data dan risiko dalam penggunaan dompet digital: Systematic literature review. Jurnal Bisnis Mahasiswa, 6(4), 1877–1886. https://doi.org/10.60036/jbm.1302