Halal Fashion Purchase Decision Model: Product Quality and Modern Digital Tekhnology
Abstract
Background: Indonesia has achieved first place in the global modest fashion sector with halal fashion consumption projected to reach USD 330.5 billion by 2025. However, there is a gap between the size of the market potential and consumer purchasing behavior, especially among urban Muslim millennials and Generation Z, who have unique characteristics and preferences in the digital era. This study aims to analyze the halal fashion purchase decision model by integrating product quality and modern digital technology factors among urban Muslim millennial and Generation Z consumers in Indonesia
Method: This study uses a quantitative approach with an explanatory design through the Partial Least Squares (PLS)-based Structural Equation Modeling (SEM) method. Data were collected from 300 urban Muslim millennial and Generation Z respondents using purposive sampling technique. The measurement instrument used a Likert scale questionnaire to measure product quality, modern digital technology, and halal fashion purchase decisions.
Results: The results show that the structural model developed has strong predictive power with an R-Square value of 0.626, meaning that 62.6% of the variation in halal fashion purchase decisions can be explained by product quality and modern digital technology variables. Modern digital technology emerged as the dominant factor most significantly influencing halal fashion purchase decisions with a t-statistic value of 8.512 and p-value 0.000, categorized as having a strong influence with f-square value of 0.381. Meanwhile, product quality has a significant but relatively weak influence with t-statistic 3.246, p-value 0.001, and f-square value of 0.074.
Conclusion: The findings indicate a paradigm shift in urban Muslim consumer priorities from traditional product quality orientation toward digital accessibility and experience. This research contributes theoretically to the development of consumer behavior theory in the context of Islamic economics by integrating Theory of Planned Behavior from an Islamic perspective and Maqashid Syariah theory.
References
Amin, M., Firdaus, R., Nugroho, F., & Sri Rejeki, N. (2024). Exploring the impact of product quality and cash on delivery on consumer purchase decisions for fashion products. International Journal on Social Science, Economics and Art, 14(3), 326–335.
Badan Penyelenggara Jaminan Produk Halal. (2025). IGHF Antarkan Indonesia Rajai Sektor Modest Fashion di SGIE 2024. Bpjph.Halal.Go.Id. https://bpjph.halal.go.id/detail/bpjph-ighf-hantarkan-indonesia-rajai-sektor-modest-fashion-di-sgie-report-2024
Bahari, W. M., Nabila, A. P., Budiarto, C. L., Hidayat, R., & Kusumasari, I. R. (2025). The Role of Peers in Shaping Purchasing Decisions of Fashion Products among Teenagers. Jurnal Bisnis Dan Komunikasi Digital, 2(2), 1–12.
BPJPH. (2024). BPJPH: IGHF Jadikan Produk Fashion Halal Indonesia Kompetitif di Dunia. Bpjph.Halal.Go.Id. https://bpjph.halal.go.id/detail/bpjph-ighf-jadikan-produk-fashion-halal-indonesia-kompetitif-di-dunia
Camila, S. (2024). Global Impact of Digital Technology’s Evolution from Analog to Digital Networks. Journal of Information Technology & Software Engineering, 14(5). https://doi.org/10.35248/2165-7866.24.14.407
Colorful Sock. (2025). TOP 20 MOBILE APP USAGE IN FASHION E-COMMERCE STATISTICS 2025. Bestcolorfulsocks.Com. https://bestcolorfulsocks.com/blogs/news/mobile-app-usage-in-fashion-e-commerce-statistics
Daulay, A. S., Imsar, I., & Harahap, R. D. (2023). Strategi Pengembangan Pasar Digital dalam Mendukung Industri Fashion Halal Di Indonesia. AL-MANHAJ: Jurnal Hukum Dan Pranata Sosial Islam, 5(1), 1035–1042. https://doi.org/10.37680/almanhaj.v5i1.2918
Delmy Fergin Elmy Junti, Iswati Iswati, Anis Fitriyasari, & Eny Sulistyowati. (2024). Pengaruh Media Sosial dan Perilaku Konsumen Terhadap Keputusan Pembelian Produk Fashion Pada Generasi Z di Wilayah Mojokerto. Jurnal Manajemen Bisnis Era Digital, 1(3), 151–164. https://doi.org/10.61132/jumabedi.v1i3.272
Fathnin, Z. A., & Zulkarnain, L. (2025). Pengaruh Kualitas Produk Dan Label Halal Terhadap Keputusan Pembelian Skincare Kahf Di Kabupaten Pemalang. Journal of Islamic Economics, Banking, and Social Finance, 1(1), 34–41. https://doi.org/10.61111/jiebsf.v1i1.791
Fitri, S., Marliyah, M., & Inayah, N. (2025). Analysis of the Development Strategy of Umkm Fashion Halal Langgam Batik Based on Sustainability. Jurnal Pamator : Jurnal Ilmiah Universitas Trunojoyo, 18(1), 107–123. https://doi.org/10.21107/pamator.v18i1.29532
Grand View Research. (2024). Halal Fashion Market Size, Share And Trends Report, 2030. https://www.grandviewresearch.com/industry-analysis/halal-fashion-market-report
Handayani, N., & Sutawijaya, A. H. (2024). Impact of Product Quality and Brand Image on Purchase Decision for LGNSHOP Fashion Products. Jurnal Ilmiah Manajemen Kesatuan, 12(4), 1413–1426. https://doi.org/10.37641/jimkes.v12i4.2436
Hidayat, W. G. P. A. (2023). The Influence of Halal Label and Product Quality on the Purchasing Decision Process of Wardah Cosmetics by Using Brand Image as an Intervening Variable. International Journal of Islamic Thought and Humanities, 2(1), 139–155. https://doi.org/10.54298/ijith.v2i1.87
Hussain, Z. (2025). AI-driven personalization and purchase intention in modest fashion: Sharia compliance as moderator. International Journal of Halal Industry, 1(1), 33–45. https://doi.org/10.20885/ijhi.vol1.iss1.art3
Indriyani, R., & Suri, A. (2020). Pengaruh Media Sosial Terhadap Keputusan Pembelian Melalui Motivasi Konsumen Pada Produk Fast Fashion. Jurnal Manajemen Pemasaran, 14(1), 25–34. https://doi.org/10.9744/pemasaran.14.1.25-34
Jailani, N., Kuat Ismanto, Susminingsih, & Adinugraha, H. H. (2022). AN OPPORTUNITY TO DEVELOP HALAL FASHION INDUSTRY IN INDONESIA THROUGH E-COMMERCE PLATFORM. Tadayun: Jurnal Hukum Ekonomi Syariah, 3(2), 121–132. https://doi.org/10.24239/tadayun.v3i2.76
Jusuf, D. I. (2023). Digital Technology and Changes in Consumer Behavior : Case Study of the Millennial Generation. Jurnal Ekonomi, 12(04). http://ejournal.seaninstitute.or.id/index.php/Ekonomi
Lubis, D., Az Zahra, A., & Nursyamsiah, T. (2025). Muslim impulsive buying behavior via e-commerce in West Java. El-Jizya : Jurnal Ekonomi Islam, 13(1), 1–22. https://doi.org/10.24090/ej.v13i1.12302
Maryati M, D. E., & Utami, E. Y. (2023). Impact of Influencer Credibility on Consumer Purchasing Decisions: A Case Study on the Fashion Industry in Indonesia. West Science Interdisciplinary Studies, 1(09), 859–866. https://doi.org/10.58812/wsis.v1i09.243
Mefid, K. N., & EItiveni, I. (2023). RFID Technology to Improve Integrity of Halal Fashion Supply Chain Management: A Systematic Literature Review. Atlantis Press International BV. https://doi.org/10.2991/978-94-6463-158-6_40
Mustika Via Baharsah, & Munawaroh Munawaroh. (2025). Analisis Digital Marketing Terhadap Keputusan Pembelian Konsumen di Era Modern. Profit: Jurnal Manajemen, Bisnis Dan Akuntansi, 4(1), 123–135. https://doi.org/10.58192/profit.v4i1.2966
MySmowItech. (2024). Digital technology: Past, present, and future explained. Smowl.Net. https://smowl.net/en/blog/digital-technology/
Nurfitriani, N., & Nugroho, M. A. (2023). Customer Perception and Price Sensitivity: A Study of Muslim Consumers Behavior on Shopee. International Journal of Islamic Economics, 5(01), 30. https://doi.org/10.32332/ijie.v5i01.7620
Paryadi. (2021). Maqashid Syariah : Definisi Dan Pendapat Para Ulama. Cross-Border, 4(2), 201–216. https://kalimahsawa.id/jasser-auda-bapak-maqasid-kontemporer/
Prinful Blog. (2025). 18 Fashion Ecommerce Statistics: Growth, Trends, and Insights. Printful.Com. https://www.printful.com/blog/fashion-ecommerce-statistics?slugOne=fashion-ecommerce-statistics&lang=en
Putri, N., & Hanafi, S. M. (2023). Factors Affecting Muslim Fashion Products and Lifestyle Purchasing Decisions as Moderation. Jurnal Ekonomi Syariah Teori Dan Terapan, 10(6), 571–591. https://doi.org/10.20473/vol10iss20236pp571-591
Rahayu, R. D., & Ningtyas, R. D. (2021). Halal e-commerce in the muslim fashion sector as an effort to encourage the development of halal industry in Indonesia. Journal of Halal Product and Research, 4(2), 71. https://doi.org/10.20473/jhpr.vol.4-issue.2.71-77
Research and markets. (2025). Halal Fashion - Global Strategic Business Report. https://www.researchandmarkets.com/reports/6071592/halal-fashion-global-strategic-business-report
Rosanti, M., & Wirawan, S. (2024). Pengaruh Digital Marketing Terhadap Keputusan Pembelian Produk Pada E-Commerce Shopee (Studi Kasus Mahasiswa/Mahasiswi Stia Tabalong) the Influence of Digital Marketing on Product Purchase Decisions on E-Commerce Shopee (Case Study of Stia Tabalong Studen. STIA Tabalong, 7, 1408–1422.
Said, S. R., & Yasir, R. A. (2023). PENGARUH FASHION INFLUENCER TERHADAP NIAT BELI KONSUMEN DI INDONESIA. Jurnal Riset Akuntansi Dan Manajemen, 12(2), 145–157.
Sakti Pamungkas, A., & Harianto, E. (2024). Factors Influencing Purchase Decisions of Muslim Fashion In Banjarmasin (Case Study At Ve Fashion Banjarmasin). Dinasti International Journal of Education Management And Social Science, 5(6), 1849–1857. https://doi.org/10.38035/dijemss.v5i6.2914
Zahra, A. M., Dhewanto, W., & Utama, A. A. (2021). Boosting Emerging Technology Adoption in SMEs: A Case Study of the Fashion Industry. International Journal of Applied Business Research, 3(2), 81–96. https://doi.org/10.35313/ijabr.v3i2.155
Copyright (c) 2026 Nurul Jannah, Nurhayati, Zuhrinal M. Nawawi

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
The authors who publish in the journal agree to the following terms:
- The authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution License that allows others to share the work with an acknowledgment of the work's authorship and initial publication in this journal.
- The authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgment of its initial publication in this journal.
- The authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work.
- The authors warrant that the article is original, written by stated author(s), has not been published before, contains no unlawful statements, does not infringe the rights of others, is subject to copyright that is vested exclusively in the author and free of any third-party rights, and that any necessary written permissions to quote from other sources have been obtained by the author(s).
Jurnal Ekonomi dan Bisnis Manajemen Syariah (SEMB-J), Yayasan Darussalam Bengkulu is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License. Based on a work at https://siducat.org/index.php/sembj/.








