Designing a Simple QR Code Based Digital Traceability System for Halal Product Transparency

Authors

  • Kafa Nayla Ilahiya Universitas Islam Negeri K.H. Abdurrahman Wahid Pekalongan
  • Muhammad Fajrusshodiq Universitas Islam Negeri K.H. Abdurrahman Wahid Pekalongan
  • Delta Dealova Universitas Islam Negeri K.H. Abdurrahman Wahid Pekalongan
  • Fatkhur Rokhman Universitas Islam Negeri K.H. Abdurrahman Wahid Pekalongan

DOI:

https://doi.org/10.59934/jaiea.v5i3.2389

Keywords:

Digital traceability, QR code, halal products, information transparency, TAM, UMKM.

Abstract

The halal product industry in Indonesia continues to grow rapidly, but consumers still face limitations in independently verifying a product's halal status solely from packaging labels. This study aims to design a simple QR Code-based digital traceability system to transparently convey halal product information and evaluate the system's acceptance based on consumer perceptions. The study used a sequential, exploratory, mixed-methods approach, with a case study of the Wafello Chocolate Gellato Style wafer product (PT Mayora Indah Tbk). The system was designed in three stages: product information content development, QR Code creation using a QR Code generator, and system finalization. Testing was conducted with 30 respondents using a questionnaire based on the Technology Acceptance Model (TAM) theory, expanded with trust and perceived risk dimensions. The results showed that the system was very well received, with an average positive dimension score of 4.24 on a scale of 5.00. Perceived benefits and perceived system needs received the highest scores (4.36 each), followed by ease of use (4.30), trust (4.15), and intention to use (4.03). However, respondents expressed serious concerns about the risk perception related to potential data manipulation and reliance on an internet connection (mean = 4.17). This study concluded that a QR code-based digital traceability system is technically feasible, low-cost, and relevant for halal product consumers. Further development is recommended, including real-time integration with the BPJPH/BPOM database, the addition of digital encryption, and the exploration of blockchain technology to enhance system security and reliability.

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References

A. Andoyo, A. Martin, J. Joni, and S. Sarwandi, “Implementasi Aplikasi Digital Marketing Berbasis Android Menggunakan QR Code pada UMKM,” AICOM: Artificial Intelligence and Computing, vol. 1, no. 03, pp. 78–84, 2025. [Online]. Available: http://jurnal.mifandimandiri.com/index.php/aicom/article/view/870

E. Adriantantri, “Pemanfaatan QR-Code Sebagai Media Promosi Toko,” Jurnal Mnemonic, vol. 1, no. 2, pp. 56–61, 2022. doi: 10.36040/mnemonic.v1i2.39.

S. Tjahyadi, J. Gajah, M. B. Sei, and L. Batam, “Development of QR code-based data sharing web application using system development life cycle method,” Journal of Information System and Technology (JOINT), vol. 2, no. 2, pp. 64–73, 2021. [Online]. Available: https://garuda.kemdiktisaintek.go.id/documents/detail/2323976

D. Mardianto, I. Parakkasi, and C. Muthiadin, “Peran Sertifikat Halal dalam Meningkatkan Kepercayaan Konsumen pada Produk Industri Pangan di Indonesia,” Jurnal Ilmiah Ekonomi, Akuntansi, dan Pajak, vol. 2, no. 2, 2025. doi: 10.61132/jieap.v2i2.1192.

K. R. Putri, S. Z. A. Koesnaedy, D. A. A. Zahra, N. L. Maharani, N. S. Dalida, and D. A. Ramadhani, “Implementasi Hak Konsumen Atas Informasi Produk Halal: Evaluasi Sistem Sertifikasi Badan Penyelenggara Jaminan Produk Halal (BPJPH) Dalam Melindungi Konsumen Muslim,” Jurnal Ilmiah Wahana Pendidikan, vol. 12, no. 1A, pp. 147–156, 2026. [Online]. Available: https://jurnal.peneliti.net/index.php/JIWP/article/view/12255

L. B. A. Pambudi, A. Rahagiyanto, and G. E. J. Suyoso, “Implementasi QR code untuk efisiensi waktu pemesanan menu makanan dan minuman di restoran maupun kafe,” BIOS: Jurnal Teknologi Informasi dan Rekayasa Komputer, vol. 1, no. 1, pp. 35–39, 2020. doi: 10.37148/bios.v1i1.7.

DinarStandard, State of the Global Islamic Economy Report 2023/24. Thomson Reuters, 2023. [Online]. Available: https://www.dinarstandard.com/insights/state-of-the-global-islamic-economy-report-2023

Badan Penyelenggara Jaminan Produk Halal (BPJPH), “Laporan Kinerja BPJPH Tahun 2022,” Kementerian Agama Republik Indonesia, 2022. [Online]. Available: https://bpjph.halal.go.id

B. Harsanto, J. I. Farras, E. A. Firmansyah, M. Pradana, and A. Apriliadi, “Digital technology 4.0 on halal supply chain: a systematic review,” Logistics, vol. 8, no. 1, p. 21, 2024. doi: 10.3390/logistics8010021.

S. Maisaroh and N. Asnawi, “Integritas halal end to end (traceability berbasis event dan AI),” RIGGS: Journal of Artificial Intelligence and Digital Business, vol. 5, no. 1, pp. 5570–5579, 2026. doi: 10.31004/riggs.v5i1.5978.

N. Widowati and M. Khusaini, “Adopsi Pembayaran Digital QRIS pada UMKM Berdasarkan Technology Acceptance Model,” Journal of Development Economic and Social Studies, vol. 1, no. 2, pp. 325–347, 2022. doi: 10.21776/jdess.2022.01.2.15.

L. Manning, “Food fraud: Policy and food chain,” Current Opinion in Food Science, vol. 44, p. 100816, 2022. doi: 10.1016/j.cofs.2022.100816.

K. Rotsios, A. Konstantoglou, D. Folinas, T. Fotiadis, L. Hatzithomas, and C. Boutsouki, “Evaluating the use of QR codes on food products,” Sustainability, vol. 14, no. 8, p. 4437, 2022. doi: 10.3390/su14084437.

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Published

2026-06-22

How to Cite

Ilahiya, K. N., Muhammad Fajrusshodiq, Delta Dealova, & Fatkhur Rokhman. (2026). Designing a Simple QR Code Based Digital Traceability System for Halal Product Transparency. Journal of Artificial Intelligence and Engineering Applications (JAIEA), 5(3), 4646–4653. https://doi.org/10.59934/jaiea.v5i3.2389

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