The Influence of Amanah, Transparency, and Consumer Protection on Digital Platform Performancein Cross-Platform Personal Data Usage: An Islamic Business Ethics Perspective
DOI:
https://doi.org/10.56750/cesjv9i3.1888Keywords:
Islamic Business Ethics, Amanah, Transparency, Consumer Protection, Digital Platform Performance, Shopee, InstagramAbstract
This study investigates the influence of amanah (trustworthiness), transparency, and consumer protection on the performance of digital platforms Shopee and Instagram in the context of cross-platform personal data usage, examined through the lens of Islamic business ethics. Data were collected via a cross-sectional survey of 69 active users of both platforms in Indonesia and analysed using Partial Least Squares Structural Equation Modelling (PLS-SEM), with all constructs measured through reflective multi-item Likert scales tested for reliability and validity. The results indicate that consumer protection exerts a positive and significant effect on digital platform performance, whereas amanah and transparency do not produce significant effects. These findings suggest that users are more responsive to concrete, tangible data protection measures than to abstract ethical values. The study contributes to the Islamic business ethics literature by demonstrating that concretely experienced consumer protection is the most determinant ethical dimension in cross-platform digital environments, and highlights the need for future research on ethical value internalisation in mainstream digital platforms.
References
Achmad Ridwan, Widya Cholid Wahyudin, Oman Fathurohman SW, & Dandy Okorontah. (2025). Laws and Guidelines for Muamalah Through Social Media: Sharia Perspectives in the Digital Era. Demak Universal Journal of Islam and Sharia, 3(02). https://doi.org/10.61455/deujis.v3i02.368
Akbar, L., Rahimi, F., & Akbar, Z. A. (2025). Integrasi Etika Bisnis Islam dan Digital Marketing terhadap Loyalitas Pelanggan dengan Kepercayaan dan Kepuasan sebagai Variabel Intervening. RIGGS: Journal of Artificial Intelligence and Digital Business, 4(4). https://doi.org/10.31004/riggs.v4i4.3354
APJII. (2024). Survey on internet penetration in Indonesia 2024. https://apjii.or.id/berita/d/apjii-jumlah-pengguna-internet-indonesia-tembus-221-juta-orang
Arum, H. S., & Azzaki, A. (2024). THE EFFECTIVENESS OF ISLAMIC BUSINESS ETHICS IN BUILDING TRUST IN THE DIGITAL ECONOMY ERA FROM THE PERSPECTIVE OF ISLAMIC HISTORY. Opportunity Jurnal Penelitian Dan Pengabdian Masyarakat, 2(2). https://doi.org/10.55352/ojppm.v2i2.1378
Ayunda, R. (2022). Personal Data Protection to E-Commerce Consumer: What Are the Legal Challenges and Certainties? Law Reform: Jurnal Pembaharuan Hukum, 18(2). https://doi.org/10.14710/lr.v18i2.43307
Beekun, R. I. (1997). Islamic Business Ethics. International Institute of Islamic Thought.
Berry, L. L., Parasuraman, A., & Zeithaml, V. A. (1988). SERVQUAL: A multiple-item scale for measuring consumer perceptions of service quality. Journal of Retailing, 64(1).
Chapra M. U. (1992). Islam and The Economic Challenge (Issue 17). In International Institute of Islamic Thought (IIIT).
Cohen, J. (1988). Statistical power analysis for the behavioural sciences. Hillside. In NJ: Lawrence Earlbaum Associates.
Donaldson, T., & Preston, L. E. (1995). The Stakeholder Theory of the Corporation: Concepts, Evidence, and Implications. Academy of Management Review, 20(1). https://doi.org/10.5465/amr.1995.9503271992
Dr. Rachna Thakkar. (2025). Data Privacy and Consumer Trust in Social Media Marketing. International Research Journal on Advanced Engineering and Management (IRJAEM), 3(03). https://doi.org/10.47392/irjaem.2025.0078
Dusuki, A. W., & Abdullah, N. I. (2007). Maqasid al-Shari`ah, Maslahah, and Corporate Social Responsibility. American Journal of Islamic Social Sciences, 24(1). https://doi.org/10.35632/ajiss.v24i1.415
Floridi, L. (1999). Information ethics: On the philosophical foundation of computer ethics. Ethics and Information Technology, 1(1). https://doi.org/10.4324/9781315259697-11
Fornell, C., & Larcker, D. F. (1981). Evaluating Structural Equation Models with Unobservable Variables and Measurement Error. Journal of Marketing Research, 18(1). https://doi.org/10.1177/002224378101800104
Freeman, R. E. (1984). Strategic Management: A Stakeholder Approach. Pitman: London. In Business Ethics Quarterly (Vol. 4, Number 4).
Fukuzumi, S. (2025). The issues related to agreement of software usage rules and its solution by UX approach. Human Factors in Design, Engineering, and Computing, 199. https://doi.org/10.54941/ahfe1007032
Hair, J. F., Risher, J. J., Sarstedt, M., & Ringle, C. M. (2019). When to use and how to report the results of PLS-SEM. In European Business Review (Vol. 31, Number 1). https://doi.org/10.1108/EBR-11-2018-0203
Hajli, N., Sims, J., Zadeh, A. H., & Richard, M. O. (2017). A social commerce investigation of the role of trust in a social networking site on purchase intentions. Journal of Business Research, 71. https://doi.org/10.1016/j.jbusres.2016.10.004
Henseler, J., Ringle, C. M., & Sarstedt, M. (2015). A new criterion for assessing discriminant validity in variance-based structural equation modeling. Journal of the Academy of Marketing Science, 43(1). https://doi.org/10.1007/s11747-014-0403-8
IAPP. (2023). International Association of Privacy Professionals. In IAPP. https://iapp.org/resources/article/privacy-and-consumer-trust-summary
Ibn Ashur, M. al-T. (2006). Treatise on Maqasid al-Shariah. In Book.
JDIH BPK RI. (2022). UNDANG-UNDANG REPUBLIK INDONESIA NOMOR 27 TAHUN 2022 TENTANG PELINDUNGAN DATA PRIBADI LAW OF THE REPUBLIC OF INDONESIA NUMBER 27 OF 2022 ON PERSONAL DATA PROTECTION.
Jeff Smith, H., Dinev, T., & Xu, H. (2011). Information privacy research: An interdisciplinary review. In MIS Quarterly: Management Information Systems (Vol. 35, Number 4). https://doi.org/10.2307/41409970
Kemp, S. (2024). Digital 2024: Indonesia, DataReportal. https://datareportal.com/reports/digital-2024-indonesia
Kim, S., & Park, H. (2013). Effects of various characteristics of social commerce (s-commerce) on consumers’ trust and trust performance. International Journal of Information Management, 33(2). https://doi.org/10.1016/j.ijinfomgt.2012.11.006
Martin, K. D., Borah, A., & Palmatier, R. W. (2017). Data privacy: Effects on customer and firm performance. Journal of Marketing, 81(1). https://doi.org/10.1509/jm.15.0497
Maseeh, H. I., Jebarajakirthy, C., Pentecost, R., Arli, D., Weaven, S., & Ashaduzzaman, M. (2021). Privacy concerns in e-commerce: A multilevel meta-analysis. In Psychology and Marketing (Vol. 38, Number 10). https://doi.org/10.1002/mar.21493
Mason, R. O. (1986). Four ethical issues of the information age. MIS Quarterly: Management Information Systems, 10(1). https://doi.org/10.2307/248873
McKnight, D. H., Choudhury, V., & Kacmar, C. (2002). Developing and validating trust measures for e-commerce: An integrative typology. Information Systems Research, 13(3). https://doi.org/10.1287/isre.13.3.334.81
Mittelstadt, B. D., Allo, P., Taddeo, M., Wachter, S., & Floridi, L. (2016). The ethics of algorithms: Mapping the debate. Big Data and Society, 3(2). https://doi.org/10.1177/2053951716679679
Momentum Works. (2024). Ecommerce in Southeast Asia 2024. https://momentum.asia/insights/detail/ecommerce-in-southeast-asia-2024
Muhammad Taufik, & Fatimah Zahara. (2024). Pengaturan Perlindungan Data Pribadi dalam E-Commerce Menurut Perspektif Maqashid Syariah (Studi Kasus Marketplace Facebook). Jurnal Ilmu Hukum, Humaniora Dan Politik, 4(6). https://doi.org/10.38035/jihhp.v4i6.2744
Norberg, P. A., Horne, D. R., & Horne, D. A. (2007). The privacy paradox: Personal information disclosure intentions versus behaviors. Journal of Consumer Affairs, 41(1). https://doi.org/10.1111/j.1745-6606.2006.00070.x
Rifa’i Tri Hantoro, Hasib, F. F., Dewi Rahmawati Maulidiyah, Widiyanti Ayu Nilasari, & Hambali, R. W. (2023). Analysis of Intention to Use Digital Islamic Banking among University Students in Indonesia. The Journal of Muamalat and Islamic Finance Research. https://doi.org/10.33102/jmifr.526
Saputra, F. E., Komaladewi, R., & Mulyana, A. (2023). The Effect of Social Commerce Constructs on Purchase Intention in Social Commerce in Bandung City. Scaffolding: Jurnal Pendidikan Islam Dan Multikulturalisme, 5(2). https://doi.org/10.37680/scaffolding.v5i2.3202
Sari, R. M. (2024). Consumer Protection in Muamalah Transactions. Jurnal Ilmiah Mizani, 11(1). https://doi.org/10.29300/mzn.v11i1.4958
Šercar, T.-M. (2013). Viktor Mayer-Schönberger and Kenneth Cukier, Big Data: A Revolution That Will Transform How We Live, Work, and Think. Organizacija Znanja, 18(1–4). https://doi.org/10.3359/oz1314047
Wernerfelt, N., Tuchman, A., Shapiro, B. T., & Moakler, R. (2025). Estimating the Value of Offsite Tracking Data to Advertisers: Evidence from Meta. Marketing Science, 44(2). https://doi.org/10.1287/mksc.2023.0274
Weyant, E. (2022). Research Design: Qualitative, Quantitative, and Mixed Methods Approaches, 5th Edition. Journal of Electronic Resources in Medical Libraries, 19(1–2). https://doi.org/10.1080/15424065.2022.2046231
Zeithaml, V. A., Parasuraman, A., & Malhotra, A. (2002). Service quality delivery through web sites: A critical review of extant knowledge. In Journal of the Academy of Marketing Science (Vol. 30, Number 4). https://doi.org/10.1177/009207002236911




