Klik, Pilih, Makan: Mengungkap Determinan Niat untuk Membeli Makanan via GrabFood

  • Aline Wulandari Fakultas Ekonomi dan Bisnis, Universitas Bengkulu
  • Ferry Tema Atmaja Fakultas Ekonomi dan Bisnis, Universitas Bengkulu
Keywords: Food Quality, Intention to Buy, Food Safety Optimism, Product Presentation

Abstract

This study aims to examine the effect of product presentation, food quality, and food safety optimism on intention to buy a food on the GrabFood application. The quantitative study collected data from 303 respondents through an online questionnaire with a Likert scale and using the help of TSurvey. The analysis technique employed the Structural Equation Modeling (SEM) method with the help of the SmartPLS application. The results showed product presentation and food quality had a positive and significant effect on food safety optimism, food quality had a positive and significant effect on intention to buy, and product presentation and food safety optimism had no significant effect on intention to buy. This study makes a theoretical contribution in expanding the understanding of the factors that influence consumer purchase intention and offers practical implications in designing effective marketing strategies through online food ordering applications.

References

APJII. (2024). APJII jumlah pengguna internet Indonesia tembus 221 juta orang. edisi 7 Februari. https://apjii.or.id/berita/d/apjii-jumlah-pengguna-internet-indonesia-tembus-221-juta-orang.

Bufquin, D., DiPietro, R., & Partlow, C. (2017). The influence of the DinEX service quality dimensions on casual-dining restaurant customers’ satisfaction and behavioral intentions. Journal of Foodservice Business Research, 20(5), 542–556. https://doi.org/10.1080/15378020.2016.1222744.

Bufquin, D., Park, J. Y., Back, R. M., Nutta, M. W. W., & Zhang, T. (2020). Effects of hotel website photographs and length of textual descriptions on viewers’ emotions and behavioral intentions. International Journal of Hospitality Management, 87(September), 102378. https://doi.org/10.1016/j.ijhm.2019.102378.

Chamhuri, N., & Batt, P. J. (2015). Consumer perceptions of food quality in Malaysia. Journal of Documentation, 117(3), 1168–1187. https://doi.org/10.1108/BFJ-08-2013-0235.

Chen, S. C., & Lin, C. P. (2019). Understanding the effect of social media marketing activities: The mediation of social identification, perceived value, and satisfaction. Technological Forecasting and Social Change, 140(July 2018), 22–32. https://doi.org/10.1016/j.techfore.2018.11.025.

Cobo, M. I. S., Jager, G., Ioannou, O., de Graaf, C., & Zandstra, E. H. (2025). Plate size or plating? Effects of visual food presentation on liking, appetite, and food-evoked emotions in online and real-life contexts. Food Quality and Preference, 122(August), 105306. https://doi.org/10.1016/j.foodqual.2024.105306.

Cuong, D. T. (2024). Examining how factors consumers’ buying intention of secondhand clothes via theory of planned behavior and stimulus organism response model. Journal of Open Innovation: Technology, Market, and Complexity, 10(4), 100393. https://doi.org/10.1016/j.joitmc.2024.100393.

DiPietro, R. B., Khan, M. A., & Bufquin, D. (2017). Customer perceptions of “McService”’: Relationship with return intention. Journal of Foodservice Business Research, 20(3), 286–303. https://doi.org/10.1080/15378020.2016.1206775.

DiPietro, R. B., Remar, D., & Parsa, H. G. (2016). Health consciousness, menu information, and consumers’ purchase intentions: An empirical investigation. Journal of Foodservice Business Research, 19(5), 497–513. https://doi.org/10.1080/15378020.2016.1189744.

Fraceto, L. F., Grillo, R., de Medeiros, G. A., Scognamiglio, V., Rea, G., & Bartolucci, C. (2016). Nanotechnology in agriculture: Which innovation potential does it have? Frontiers in Environmental Science, 4(MAR), 1–5. https://doi.org/10.3389/fenvs.2016.00020.

Ha, J., & Jang, S. C. (Shawn). (2010). Effects of service quality and food quality: The moderating role of atmospherics in an ethnic restaurant segment. International Journal of Hospitality Management, 29(3), 520–529. https://doi.org/10.1016/j.ijhm.2009.12.005.

Hair, J. F., Howard, M. C., & Nitzl, C. (2020). Assessing measurement model quality in PLS-SEM using confirmatory composite analysis. Journal of Business Research, 109(August 2019), 101–110. https://doi.org/10.1016/j.jbusres.2019.11.069.

Hair, J. F., Risher, J. J., Sarstedt, M., & Ringle, C. M. (2019). When to use and how to report the results of PLS-SEM. European Business Review, 31(1), 2–24. https://doi.org/10.1108/EBR-11-2018-0203.

Hair Jr., J. F., Matthews, L. M., Matthews, R. L., & Sarstedt, M. (2017). PLS-SEM or CB-SEM: Updated guidelines on which method to use. International Journal of Multivariate Data Analysis, 1(2), 107–123. https://doi.org/10.1504/IJMDA.2017.10008574.

Han, W., Raab, C., Belarmino, A., & Tang, J. (2022). Are online meal delivery platforms part of the sharing economy? Journal of Foodservice Business Research, 25(3), 253–276. https://doi.org/10.1080/15378020.2021.1941712.

Haryanto, B., Purwanto, D., Dewi, A. S., & Cahyono, E. (2019). How does the type of product moderate consumers’ buying intentions towards traditional foods? (Study of consumer behavior in Indonesia). Journal of Asia Business Studies, 13(4), 525–542. https://doi.org/10.1108/JABS-10-2018-0299.

Islam, M. A., Saidin, Z. H., Ayub, M. A., & Islam, M. S. (2022). Modelling behavioural intention to buy apartments in Bangladesh: An extended theory of planned behaviour (TPB). Heliyon, 8(9), e10519. https://doi.org/10.1016/j.heliyon.2022.e10519.

Ismagilova, E., Slade, E. L., Rana, N. P., & Dwivedi, Y. K. (2020). The effect of electronic word of mouth communications on intention to buy: A meta-analysis. Information Systems Frontiers, 22(5), 1203–1226. https://doi.org/10.1007/s10796-019-09924-y.

Khan, Z. A., Kamran, H., Bino, E., & Mahmood, M. (2025). Aesthetic typography of packaging design and purchase intention: A study of women shoppers of beauty products in Oman under ‘view’ model. FIIB Business Review, 14(3), 337–347. https://doi.org/10.1177/23197145211032762.

Kim, J., Almanza, B., Ghiselli, R., Neal, J., & Sydnor, S. (2018). What role does sense of power play in consumers’ decision making of risky food consumption while dining out? Journal of Foodservice Business Research, 21(1), 106–119. https://doi.org/10.1080/15378020.2017.1320931.

Konuk, F. A. (2019). The influence of perceived food quality, price fairness, perceived value and satisfaction on customers’ revisit and word-of-mouth intentions towards organic food restaurants. Journal of Retailing and Consumer Services, 50(February), 103–110. https://doi.org/10.1016/j.jretconser.2019.05.005.

Lenaini, I. (2021). Teknik pengambilan sampel purposive dan snowball sampling. HISTORIS: Jurnal Kajian, Penelitian & Pengembangan Pendidikan Sejarah, 6(1), 33–39. https://doi.org/10.31764/historis.v6i1.4075.

Lewis, K. E., & Grebitus, C. (2016). Why U.S. consumers support country of origin labeling: Examining the impact of ethnocentrism and food safety. Journal of International Food & Agribusiness Marketing, 28(3), 254–270. https://doi.org/10.1080/08974438.2015.1110548.

Li, S-w., Zhu, C., Chen, Q-h., & Liu, Y-m. (2019). Consumer confidence and consumers’ preferences for infant formulas in China. Journal of Integrative Agriculture, 18(8), 1793–1803. https://doi.org/10.1016/S2095-3119(19)62589-X.

McNeil, P., & Young, C. A. (2019). Customer satisfaction in gourmet food trucks: Exploring attributes and their relationship with customer satisfaction. Journal of Foodservice Business Research, 22(4), 326–350. https://doi.org/10.1080/15378020.2019.1614400.

Memon, M. A., Ting, H., Cheah, J.-H., Thurasamy, R., Chuah, F., & Cham, T. H. (2020). Sample size for survey research: Review and recommendations. Journal of Applied Structural Equation Modeling, 4(2), i–xx. https://doi.org/10.47263/JASEM.4(2)01.

Najar, A. H., & Rather, A. H. (2021). Mediating role of guest’s attitude toward the impact of UGC benefits on purchase intention of restaurants; Extending social action and control theories. Journal of Foodservice Business Research, 24(3), 249–273. https://doi.org/10.1080/15378020.2020.1842958.

Nguyen, N. T., & Pham, T. N. (2021). Consumer attitudinal dispositions: A missing link between socio-cultural phenomenon and purchase intention of foreign products: An empirical research on young Vietnamese consumers. Cogent Business and Management, 8(1), 1884345. https://doi.org/10.1080/23311975.2021.1884345.

Nishida, Y., Sarasa, E., Sakurai, M., Matsubara, K., Tanaka, Y., & Wada, Y. (2024). Shape variety of food can boost its visual appeal. Appetite, 200(June), 107567. https://doi.org/10.1016/j.appet.2024.107567.

Okumus, B., Ali, F., Bilgihan, A., & Ozturk, A. B. (2018). Psychological factors influencing customers’ acceptance of smartphone diet apps when ordering food at restaurants. International Journal of Hospitality Management, 72(October), 67–77. https://doi.org/10.1016/j.ijhm.2018.01.001.

Rejón-Guardia, F. (2024). The influence of aesthetics and emotions on reuse intention and compulsive behaviour in food delivery usage. British Food Journal, 126(13), 353–377. https://doi.org/10.1108/BFJ-03-2024-0222.

Retnawati, B. B., Ardyan, E., & Farida, N. (2018). The important role of consumer conviction value in improving intention to buy private label product in Indonesia. Asia Pacific Management Review, 23(3), 193–200. https://doi.org/10.1016/j.apmrv.2017.07.003.

Russo, G. M., Tomei, P. A., Serra, B., & Mello, S. (2021). Differences in the use of 5- or 7-point Likert scale: An application in food safety culture. Organizational Cultures: An International Journal, 21(2), 1–17. https://doi.org/10.18848/2327-8013/CGP/v21i02/1-17.

Suhartanto, D., Ali, M. H., Tan, K. H., Sjahroeddin, F., & Kusdibyo, L. (2019). Loyalty toward online food delivery service: The role of e-service quality and food quality. Journal of Foodservice Business Research, 22(1), 81–97. https://doi.org/10.1080/15378020.2018.1546076.

Ueasangkomsate, P., & Santiteerakul, S. (2016). A study of consumers’ attitudes and intention to buy organic foods for sustainability. Procedia Environmental Sciences, 34, 423–430. https://doi.org/10.1016/j.proenv.2016.04.037.

Rijswijk, W. V., & Frewer, L. J. (2008). Consumer perceptions of food quality and safety and their relation to traceability. British Food Journal, 110(10), 1034–1046. https://doi.org/10.1108/00070700810906642.

Verma, P. (2020). The effect of presentation, product availability and ease upon transaction reliability for online food delivery aggregator applications–moderated mediated model. Journal of Foodservice Business Research, 23(4), 285–304. https://doi.org/10.1080/15378020.2020.1761586.

Villamiel, M., & Méndez-Albiñana, P. (2022). Update of challenges for food quality and safety management. Journal of Agriculture and Food Research, 10(August), 100393. https://doi.org/10.1016/j.jafr.2022.100393.

Vu, K. M. (2019). The internet-growth link: An examination of studies with conflicting results and new evidence on the network effect. Telecommunications Policy, 43(5), 474–483. https://doi.org/10.1016/j.telpol.2019.04.002.

Wu, L. L., Liu, S. Q., Huang, H., & Yu, X. (2021). Photo vs. art? The design of consumption guidance in cultural food consumption. International Journal of Hospitality Management, 97(May), 103008. https://doi.org/10.1016/j.ijhm.2021.103008.

Xu, H., Xiao, M., & Zeng, J. (2024). How public opinion of food safety affects green food purchase intentions: The mediating role of insecurity and the moderating role of green label trust. Cleaner and Responsible Consumption, 14(March), 100212. https://doi.org/10.1016/j.clrc.2024.100212.

Youn, H. (2024). The influence of ethnic food and its visual presentation on customer response: The processing fluency perspective. Journal of Hospitality and Tourism Management, 58(January), 381–393. https://doi.org/10.1016/j.jhtm.2024.02.012.

Zhang, M., Li, Y., Sun, Y., & Sun, L. (2025). I feel it, I buy it: Deploy AR-based product presentation to generate satisfying tactile experiences in online retail. Journal of Business Research, 194, 115357. https://doi.org/10.1016/j.jbusres.2025.115357.

Zhang, Y., Guan, L., & Jin, S. (2022). Trust and consumer confidence in the safety of dairy products in China. British Food Journal, 124(11), 3644–3665. https://doi.org/10.1108/BFJ-05-2021-0508.

Zhao, H., McLoughlin, L., Adzhiev, V., & Pasko, A. (2019). “Why do we not buy mass customised products?” – An investigation of consumer purchase intention of mass customised products. International Journal of Industrial Engineering and Management, 10(2), 181–190. https://doi.org/10.24867/IJIEM-2019-2-238.

Published
2026-02-22
How to Cite
Wulandari, A., & Atmaja, F. T. (2026). Klik, Pilih, Makan: Mengungkap Determinan Niat untuk Membeli Makanan via GrabFood. Jurnal Samudra Ekonomi Dan Bisnis, 17(2), 262-275. https://doi.org/10.33059/jseb.v17i2.12352
Section
Articles