Analisis Faktor yang Memengaruhi Niat beli Makanan Halal pada layanan ShopeeFood : Pendekatan UTAUT 2, Halal Awareness, dan Promosi
DOI:
https://doi.org/10.25299/syarikat.2026.vol9(1).27880Keywords:
UTAUT 2, Halal Awareness, Promosi, Niat Beli, ShopeeFoodAbstract
Perkembangan layanan OFD yang semakin pesat mendorong perubahan cara memenuhi kebutuhan akan makanan halal masyarakat. ShopeeFood sendiri hadir sebagai layanan OFD yang mendominasi dan solusi layanan pesan antar makanan yang praktis serta efisien. Disisi lain, kesadaran halal menjadi hal yang penting bagi seorang muslim, terutama pada makanan yang tidak dilihat bentuk fisiknya secara langsung. Penelitian ini bertujuan untuk menganalisis faktor-faktor yang dapat memengaruh niat membeli makanan halal pada layanan ShopeeFood masyarakat di Jawa Timur. Penelitian ini menggunakan metode kuantitatif dengan data primer yang diperoleh melalui penyabaran kuisioner secara online dan didapatkan sebanyak 322 responden. Analisis data dilakukan menggunakan SEM-PLS dengan aplikasi SmartPLS 4.0. Hasil penelitian menunjukkan bahwa Facilitating Condition, Hedonic Motivation, Price Value, Habit, dan Promosi memiliki pengaruh signifikan terhadap Niat Beli makanan halal pada layanan ShopeeFood di Jawa Timur. Hal ini menunjukkan bahwa faktor emosional dan operasional dapat memengaruhi niat beli makanan halal masyarakat di Jawa Timur. Sedangkan Performance Expectancy, Effort Expectancy, Social Influence, dan Halal Awareness tidak berpengaruh terhadap Niat Beli makanan halal pada layanan ShopeeFood di Jawa Timur. Hal tersebut menunjukkan bahwa kinerja serta kemudahan, pengaruh sekitar, dan kesadaran diri akan status halal makanan yang dikonsumsi tidak memengaruhi niat beli masyarakat Jawa Timur.
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Abdekhoda, M., Dehnad, A., & Zarei, J. (2022). Factors influencing adoption of e-learning in healthcare: Integration of UTAUT and TTF model. BMC Medical Informatics and Decision Making, 22(1), 1–8. https://doi.org/10.1186/s12911-022-02060-9
Agarwal, V., & Sahu, R. (2022). Predicting repeat usage intention towards O2O food delivery: Extending UTAUT2 with user gratifications and bandwagoning. Journal of Foodservice Business Research, 25(4), 434–474. https://doi.org/10.1080/15378020.2021.1951074
Alruthaya, A., Nguyen, T.-T., & Lokuge, S. (2021). The application of digital technology and the learning characteristics of Generation Z in higher education. Australasian Conference on Information Systems (ACIS), 1–7. https://doi.org/10.48550/arXiv.2111.05991
Ardana, R., & Fikriyah, K. (2024). Pengaruh halal awareness, promosi, dan kualitas layanan terhadap keputusan penggunaan fitur food delivery di aplikasi ojek online pada masyarakat Muslim di Jawa Timur. Jurnal Ekonomika dan Bisnis Islam, 7(2), 104–120. https://doi.org/10.26740/jekobi.v7n2.p104-120
Aslan, H. (2023). The influence of halal awareness, halal certificate, subjective norms, perceived behavioral control, attitude, and trust on purchase intention of culinary products among Muslim consumers in Turkey. International Journal of Gastronomy and Food Science, 32, 100726. https://doi.org/10.1016/j.ijgfs.2023.100726
Athari, N., Rumanti, A. A., & Anggana, H. D. (2025). Acceptance of mobile food delivery application: Extending UTAUT2 with perceptions of food safety and food delivery hygiene. Performa: Media Ilmiah Teknik Industri, 24(1), Article 11. https://doi.org/10.20961/performa.24.1.74291
Azzadin, M. H., Akbar, R. F., & Yaqin, M. A. (2024). Evaluation of user experience of online food ordering applications using the usability method. Journal of Computing and Data Science (JOCDAS), 2(2), 33–39. https://doi.org/10.18860/jocdas.v2i2.28353
BPJPH. (2025). IGHF antarkan Indonesia rajai sektor modest fashion di SGIE 2024. Badan Penyelenggara Jaminan Produk Halal. https://bpjph.halal.go.id/detail/bpjph-ighf-hantarkan-indonesia-rajai-sektor-modest-fashion-di-sgie-report-2024
Chiu, W., Yee, L., & Lee, S. (2025). Online food delivery services and behavioral intention: A meta-analytic structural equation modeling from the UTAUT perspective. Aslib Journal of Information Management, 1–19. https://doi.org/10.1108/AJIM-03-2025-0164
Christine, K., & Berlianto, M. P. (2022). Antecedent factors affecting repurchase intention on ShopeeFood. Jurnal Manajemen dan Bisnis, 11(1), 1–12. https://doi.org/10.34006/jmbi.v11i1.464
Dewi, N. N., Rodly, A. F., 'Ailah, M. W., Rofiqoh, R., & Saidah, M. (2022). Understanding the concept of halal and halal awareness in consumer behavior of Muslims in Surabaya. Jurnal Ekonomi Manajemen (JEM17), 7(1), 81–100. https://doi.org/10.30996/jem17.v7i1.6507
Díaz-Arancibia, J., Hochstetter-Diez, J., Bustamante-Mora, A., Sepúlveda-Cuevas, S., Albayay, I., & Arango-López, J. (2024). Navigating digital transformation and technology adoption: A literature review from small and medium-sized enterprises in developing countries. Sustainability, 16(14), 5946. https://doi.org/10.3390/su16145946
Farichah, S., & Yasin, A. (2024). Pengaruh sertifikasi halal, halal awareness, dan brand image terhadap keputusan konsumen Muslim dalam membeli kosmetik di Surabaya. Al-Kharaj: Jurnal Ekonomi, Keuangan & Bisnis Syariah, 6(3), 2966–2980. https://doi.org/10.47467/alkharaj.v6i3.4851
Fitri Yutika, Sihombing, D. O., & Tan, P. S. (2024). Purchasing decisions through food delivery applications among Gen Z: A UTAUT2 approach. Jurnal Ekonomi, 13(1), 1281–1291.
Gadiman, N. S., Jaafar, N., & Lunyai, J. (2023). Investigating the mediating effect of behavioural intention to use in the relationships between technology acceptance factors and usage of online food delivery applications in Sarawak. International Journal of Academic Research in Business and Social Sciences, 13(7), 1753–1778. https://doi.org/10.6007/IJARBSS/v13-i7/17283
Hafidhah, Amri, K., & Trianda, F. Y. (2024). The influence of halal labels, halal awareness, and price on interest in online shopping for food products: The role of demographic characteristics as moderating. Journal of Management and Islamic Finance, 4(2). https://doi.org/10.22515/jmif.v4i2.10182
Hair, J. F., Black, W. C., Babin, B. J., Anderson, R. E., & Tatham, R. L. (2019). Multivariate data analysis. Cengage Learning.
Hair, J. F., Hult, G. T. M., Ringle, C. M., Sarstedt, M., Danks, N. P., & Ray, S. (2021). Partial least squares structural equation modeling (PLS-SEM) using R: A workbook. Springer Nature.
Handayani, P. W., Azzizah, S. F., & Annisa, A. (2022). The impact of user emotions on intentions to continue using online food delivery applications: The influence of application quality attributes. Cogent Business & Management, 9(1). https://doi.org/10.1080/23311975.2022.2133797
Imani, A. A., Rifaldi, R., & Giri, W. (2024). Enhancing consumer purchase intentions: Key drivers in ShopeeFood's online food delivery service. International Journal of Current Science Research and Review, 7(7), 4922–4931. https://doi.org/10.47191/IJCSRR/V7-i7-31
JAKPAT. (2023). Indonesia e-commerce trends 2023. https://blog.jakpat.net/
Juan, J., Citro, H., & Runtu, J. (2023). Pengaruh effort expectancy, perceived usefulness, information quality, perceived risk, social influence, dan trust terhadap repurchase intention pada aplikasi Shopee. Jurnal Ilmiah Mahasiswa Manajemen, 12(2), 143–153. https://doi.org/10.33508/jumma.v12i2.5226
Kelly, S., Kaye, S. A., & Oviedo-Trespalacios, O. (2023). What factors contribute to the acceptance of artificial intelligence? A systematic review. Telematics and Informatics, 77, 101925. https://doi.org/10.1016/j.tele.2022.101925
Kementerian Agama Republik Indonesia. (2022). Jumlah penerbitan sertifikat halal menurut jenis produk. https://satudata.kemenag.go.id/dataset/detail/jumlah-penerbitan-sertifikat-halal-menurut-jenis-produk
Kementerian Agama Provinsi Jawa Timur. (2024). Data statistik Kementerian Agama Provinsi Jawa Timur tahun 2024. https://jatim.kemenag.go.id/page/45/data-statistik-kementerian-agama-provinsi-jawa-timur-tahun-2024
Kementerian Agama Provinsi Jawa Timur. (2025). Percepat sertifikasi halal, BPJPH bersama Kemenag Jatim dan Pemprov Jatim bangun sinergi. https://jatim.kemenag.go.id/berita/543118/percepat-sertifikasi-halal-bpjph-bersama-kemenag-jatim-dan-pemprov-jatim-bangun-sinergi
Kotler, P., & Keller, K. L. (2016). Marketing management (15th global ed.). Pearson Education.
Kristia, K., Kovács, S., & László, E. (2023). Food delivery platform and food waste: Deciphering the role of promotions, knowledge, and subjective norms among Indonesian Generation Z. Cleaner and Responsible Consumption, 11, 100152. https://doi.org/10.1016/j.clrc.2023.100152
Kurniawan, A. C., Rachmawati, N. L., Ayu, M. M., Ong, A. K. S., & Redi, A. A. N. P. (2024). Determinants of satisfaction and continuance intention towards online food delivery service users in Indonesia post the COVID-19 pandemic. Heliyon, 10(1). https://doi.org/10.1016/j.heliyon.2024.e23752
Luo, H., Cheng, S., Zhou, W., Song, W., Yu, S., & Lin, X. (2021). Research on the impact of online promotions on consumers' impulsive online shopping intentions. Journal of Theoretical and Applied Electronic Commerce Research, 16(6), 2386–2404. https://doi.org/10.3390/jtaer16060131
Mustafa, S., Zhang, W., Anwar, S., Jamil, K., & Rana, S. (2022). An integrated model of UTAUT2 to understand consumers' 5G technology acceptance using SEM-ANN approach. Scientific Reports, 12(1), 1–19. https://doi.org/10.1038/s41598-022-24532-8
Osei, F. A. G. (2021). Customer use of online order for food delivery service: The application of UTAUT2 model. Technium Social Sciences Journal, 25, 496–514.
Otysna, F., Gwumah, I., Effah, I. A., & Kamewor, T. F. (2022). An extended UTAUT2 in behavioural intention toward online food delivery systems: The moderating role of technology efficacy. Journal of Tourism and Hospitality Management, 10(1), 32–44. https://doi.org/10.15640/jthm.v10n1a4
Perangin-angin, F. A., Simanjuntak, M., & Sujana, A. T. (2024). Consumer purchasing behavior of online food delivery (OFD) application users. Jurnal Ilmu Keluarga & Konsumen, 17(2), 169–181. https://doi.org/10.24156/jikk.2024.17.2.169
Poureisa, A., Aziz, Y. A., & Ng, S. I. (2024). Swipe to sustain: Exploring consumer behaviors in organic food purchasing via Instagram social commerce. Sustainability, 16(6), 2338. https://doi.org/10.3390/su16062338
Prayudhi, A., & Zulkarnain, Z. (2023). Analysis of factors influencing the usage of online food delivery applications based on the UTAUT2 model. North American International Conference on Industrial Engineering and Operations Management, 2022, 728–739. https://doi.org/10.46254/NA8.20230201
Putri, Y. C., & Sjabadhyni, B. (2025). The impact of halal certification and halal awareness on consumer intentions to purchase skincare products online. Islamic Perspective on Communication and Psychology, 2(1), 1–15. https://doi.org/10.61511/ipercop.v2i1.2025.1375
Rahmi, D. Y., Alwi, F., Lita, R. P., & Mardiah, F. P. (2025). Awareness of consumers: Consumer purchase intention and purchase behavior toward halal products. Journal of Management and Entrepreneurship Research, 6(1), 59–74. https://doi.org/10.34001/jmer.2025.6.06.1-60
Rasool, S., Cerchione, R., Ferraris, A., & Abbate, S. (2021). Measurement of consumer awareness of food waste: Construct development with a confirmatory factor analysis. British Food Journal, 123(13), 337–361. https://doi.org/10.1108/BFJ-02-2021-0160
Reken, F., Suprihartini, L., Masliardi, A., Hariyanti, N. K., & Hariyanti, D. (2024). Pengantar ilmu manajemen pemasaran. CV. Gita Lentera.
Research and Markets. (2025). Halal food market size, share, trends and forecast by product, distribution channel, and region 2025–2033. GlobeNewswire. https://www.globenewswire.com/news-release/2025/02/26/3032645/28124/en/Halal-Food-Market-Size-Share-Trends-and-Forecast-by-Product-Distribution-Channel-and-Region-2025-2033.html
Rudhumbu, N. (2022). Applying the UTAUT2 to predict the acceptance of blended learning by university students. Asian Association of Open Universities Journal, 17(1), 15–36. https://doi.org/10.1108/AAOUJ-08-2021-0084
Sarjono, H., & Hartono, H. (2022). Systematic literature review: Comparison of interest in buying food on Shopee app and Gojek app in the pandemic century. Proceedings of the 7th North American International Conference on Industrial Engineering and Operations Management, 1309–1317. https://doi.org/10.46254/NA07.20220304
Schmitz, A., Díaz-Martín, A. M., & Yagüe Guillén, M. J. (2022). Modifying UTAUT2 for a cross-country comparison of telemedicine adoption. Computers in Human Behavior, 130, 107183. https://doi.org/10.1016/j.chb.2022.107183
Schretzlmaier, P., Hecker, A., & Ammenwerth, E. (2022). Suitability of the Unified Theory of Acceptance and Use of Technology 2 model for predicting mHealth acceptance using diabetes as an example: Qualitative methods triangulation study. JMIR Human Factors, 9(1), e34918. https://doi.org/10.2196/34918
Sekaran, U., & Bougie, R. (2016). Research methods for business: A skill-building approach (7th ed.). John Wiley & Sons.
Singh, T., Gupta, D. G., & Anand, P. (2025). Application of data science in online food delivery apps: A data-driven approach using the UTAUT2 model in Zomato. International Journal of Research Publication and Reviews, 6(5), 4285–4296. https://doi.org/10.55248/GENGPI.6.0525.1706
Siti Zulfa Nadiya, & Rahmawaty, A. (2023). Purchase intention of halal food in online shops among Gen Z Muslims: The role of halal awareness, sales promotion display, social media marketing, and endorser's persuasiveness. Proceeding of International Conference on Islamic Economics, Islamic Banking, Zakah and Waqf, 1, 89–106. https://doi.org/10.24090/ieibzawa.v1i.758
Sudrajat, D., Wijayanti, S. K., & Fajarianto, O. (2024). The effects of product quality and promotion on customer purchase intention on foods offered through online delivery services. International Journal of Economics, Business and Accounting Research (IJEBAR), 8(1), 1–9. https://doi.org/10.29040/ijebar.v8i1.12961
Susanty, A., Puspitasari, N. B., Jie, F., Akhsan, F. A., & Jati, S. (2025). Consumer acceptance of halal food traceability systems: A novel integrated approach using modified UTAUT and DeLone & McLean models to promote sustainable food supply chain practices. Cleaner Logistics and Supply Chain, 15, 100226. https://doi.org/10.1016/j.clscn.2025.100226
Tamilmani, K., Rana, N. P., & Dwivedi, Y. K. (2021). Consumer acceptance and use of information technology: A meta-analytic evaluation of UTAUT2. Information Systems Frontiers, 23(4), 987–1005. https://doi.org/10.1007/s10796-020-10007-6
Tedjakusuma, A. P., Au Yong, H. N., Andajani, E., & Mohamad, Z. Z. (2023). Intention to purchase halal health supplement online: Lessons learned from the health crisis. Heliyon, 9(9), e19840. https://doi.org/10.1016/j.heliyon.2023.e19840
Temizkan, V. (2022). A research on the attitude and purchasing behavior of Muslim consumers towards products with halal logo in another Muslim country. Sosyal Mucit Academic Review, 3(1), 123–147. https://doi.org/10.54733/smar.1108447
Venkatesh, V., Morris, M. G., Davis, G. B., & Davis, F. D. (2003). User acceptance of information technology: Toward a unified view. MIS Quarterly, 27(3), 425–478. https://doi.org/10.2307/30036540
Venkatesh, V., Thong, J. Y. L., & Xu, X. (2016). Unified theory of acceptance and use of technology: A synthesis and the road ahead. Journal of the Association for Information Systems, 17(5), 328–376. https://doi.org/10.17705/1jais.00428
Venkatesh, V., Thong, J. Y. L., & Xu, X. (2012). Consumer acceptance and use of information technology: Extending the Unified Theory of Acceptance and Use of Technology. MIS Quarterly, 36(1), 157–178. https://doi.org/10.2307/41410412
Vidal-Silva, C., Sánchez-Ortiz, A., Serrano-Malebrán, J., Arriagada, V., Flores, M., Godoy, M., & Vargas, C. (2024). Social influence, performance expectancy, and price value as determinants of telemedicine services acceptance in Chile. Heliyon, 10(5), e27067. https://doi.org/10.1016/j.heliyon.2024.e27067
Yao, P., Osman, S., Sabri, M. F., Zainudin, N., & Li, Y. (2023). Do consumers continue to use O2O food delivery services in the post-pandemic era? Roles of sedentary lifestyle. Heliyon, 9(9), e19131. https://doi.org/10.1016/j.heliyon.2023.e19131


